diff --git a/data/Abkhaz-Adyghe.json b/data/Abkhaz-Adyghe.json
new file mode 100644
index 0000000000000000000000000000000000000000..8cd865c2362e03fa4942b9b010d679f0084c7bbb
--- /dev/null
+++ b/data/Abkhaz-Adyghe.json
@@ -0,0 +1,76 @@
+{
+  "name": "Abkhaz-Adyghe",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Abkhaz-Abazin",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Abkhaz",
+          "iso_1_code": "ab",
+          "iso_3_code": "abk",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Abaza",
+          "iso_1_code": null,
+          "iso_3_code": "abq",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Circassian",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Adyghe",
+          "iso_1_code": null,
+          "iso_3_code": "ady",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kabardian",
+          "iso_1_code": null,
+          "iso_3_code": "kbd",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Ubyx",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Ubykh",
+          "iso_1_code": null,
+          "iso_3_code": "uby",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Afro-Asiatic.json b/data/Afro-Asiatic.json
new file mode 100644
index 0000000000000000000000000000000000000000..63bb1d89b0507996f0f8d7bb3ab2e1ad06472958
--- /dev/null
+++ b/data/Afro-Asiatic.json
@@ -0,0 +1,6172 @@
+{
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+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": {
+    "name": "arabic",
+    "tokenizer": "SpaCyTokenizer(\"ar\")"
+  },
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+  "children": [
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+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "arabic",
+        "tokenizer": "SpaCyTokenizer(\"ar\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Guanche",
+          "iso_1_code": null,
+          "iso_3_code": "gnc",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Eastern",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Awjila-Sokna",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "arabic",
+                "tokenizer": "SpaCyTokenizer(\"ar\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Awjilah",
+                  "iso_1_code": null,
+                  "iso_3_code": "auj",
+                  "tokenizer": {
+                    "name": "arabic",
+                    "tokenizer": "SpaCyTokenizer(\"ar\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Sawknah",
+                  "iso_1_code": null,
+                  "iso_3_code": "swn",
+                  "tokenizer": {
+                    "name": "arabic",
+                    "tokenizer": "SpaCyTokenizer(\"ar\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Siwa",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "arabic",
+                "tokenizer": "SpaCyTokenizer(\"ar\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Siwi",
+                  "iso_1_code": null,
+                  "iso_3_code": "siz",
+                  "tokenizer": {
+                    "name": "arabic",
+                    "tokenizer": "SpaCyTokenizer(\"ar\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Northern",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Chenoua",
+              "iso_1_code": null,
+              "iso_3_code": "cnu",
+              "tokenizer": {
+                "name": "arabic",
+                "tokenizer": "SpaCyTokenizer(\"ar\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Atlas",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "arabic",
+                "tokenizer": "SpaCyTokenizer(\"ar\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Judeo-Berber",
+                  "iso_1_code": null,
+                  "iso_3_code": "jbe",
+                  "tokenizer": {
+                    "name": "arabic",
+                    "tokenizer": "SpaCyTokenizer(\"ar\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Tachelhit",
+                  "iso_1_code": null,
+                  "iso_3_code": "shi",
+                  "tokenizer": {
+                    "name": "arabic",
+                    "tokenizer": "SpaCyTokenizer(\"ar\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Tamazight, Central Atlas",
+                  "iso_1_code": null,
+                  "iso_3_code": "tzm",
+                  "tokenizer": {
+                    "name": "arabic",
+                    "tokenizer": "SpaCyTokenizer(\"ar\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Tamazight, Standard Moroccan",
+                  "iso_1_code": null,
+                  "iso_3_code": "zgh",
+                  "tokenizer": {
+                    "name": "arabic",
+                    "tokenizer": "SpaCyTokenizer(\"ar\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Kabyle",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "arabic",
+                "tokenizer": "SpaCyTokenizer(\"ar\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Kabyle",
+                  "iso_1_code": null,
+                  "iso_3_code": "kab",
+                  "tokenizer": {
+                    "name": "arabic",
+                    "tokenizer": "SpaCyTokenizer(\"ar\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Zenati",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "arabic",
+                "tokenizer": "SpaCyTokenizer(\"ar\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "East",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "arabic",
+                    "tokenizer": "SpaCyTokenizer(\"ar\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Ghadam\u00e8s",
+                      "iso_1_code": null,
+                      "iso_3_code": "gha",
+                      "tokenizer": {
+                        "name": "arabic",
+                        "tokenizer": "SpaCyTokenizer(\"ar\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Nafusi",
+                      "iso_1_code": null,
+                      "iso_3_code": "jbn",
+                      "tokenizer": {
+                        "name": "arabic",
+                        "tokenizer": "SpaCyTokenizer(\"ar\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Sened",
+                      "iso_1_code": null,
+                      "iso_3_code": "sds",
+                      "tokenizer": {
+                        "name": "arabic",
+                        "tokenizer": "SpaCyTokenizer(\"ar\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Ghomara",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "arabic",
+                    "tokenizer": "SpaCyTokenizer(\"ar\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Ghomara",
+                      "iso_1_code": null,
+                      "iso_3_code": "gho",
+                      "tokenizer": {
+                        "name": "arabic",
+                        "tokenizer": "SpaCyTokenizer(\"ar\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Mzab-Wargla",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "arabic",
+                    "tokenizer": "SpaCyTokenizer(\"ar\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Taznatit",
+                      "iso_1_code": null,
+                      "iso_3_code": "grr",
+                      "tokenizer": {
+                        "name": "arabic",
+                        "tokenizer": "SpaCyTokenizer(\"ar\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Tumzabt",
+                      "iso_1_code": null,
+                      "iso_3_code": "mzb",
+                      "tokenizer": {
+                        "name": "arabic",
+                        "tokenizer": "SpaCyTokenizer(\"ar\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Tagargrent",
+                      "iso_1_code": null,
+                      "iso_3_code": "oua",
+                      "tokenizer": {
+                        "name": "arabic",
+                        "tokenizer": "SpaCyTokenizer(\"ar\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Tamazight, Temacine",
+                      "iso_1_code": null,
+                      "iso_3_code": "tjo",
+                      "tokenizer": {
+                        "name": "arabic",
+                        "tokenizer": "SpaCyTokenizer(\"ar\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Riff",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "arabic",
+                    "tokenizer": "SpaCyTokenizer(\"ar\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Tarifit",
+                      "iso_1_code": null,
+                      "iso_3_code": "rif",
+                      "tokenizer": {
+                        "name": "arabic",
+                        "tokenizer": "SpaCyTokenizer(\"ar\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Senhaja Berber",
+                      "iso_1_code": null,
+                      "iso_3_code": "sjs",
+                      "tokenizer": {
+                        "name": "arabic",
+                        "tokenizer": "SpaCyTokenizer(\"ar\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Shawiya",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "arabic",
+                    "tokenizer": "SpaCyTokenizer(\"ar\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Tachawit",
+                      "iso_1_code": null,
+                      "iso_3_code": "shy",
+                      "tokenizer": {
+                        "name": "arabic",
+                        "tokenizer": "SpaCyTokenizer(\"ar\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Tidikelt",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "arabic",
+                    "tokenizer": "SpaCyTokenizer(\"ar\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Tamazight, Tidikelt",
+                      "iso_1_code": null,
+                      "iso_3_code": "tia",
+                      "tokenizer": {
+                        "name": "arabic",
+                        "tokenizer": "SpaCyTokenizer(\"ar\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Tamasheq",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Northern",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "arabic",
+                "tokenizer": "SpaCyTokenizer(\"ar\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Tamahaq, Tahaggart",
+                  "iso_1_code": null,
+                  "iso_3_code": "thv",
+                  "tokenizer": {
+                    "name": "arabic",
+                    "tokenizer": "SpaCyTokenizer(\"ar\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Southern",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "arabic",
+                "tokenizer": "SpaCyTokenizer(\"ar\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Tamasheq",
+                  "iso_1_code": null,
+                  "iso_3_code": "taq",
+                  "tokenizer": {
+                    "name": "arabic",
+                    "tokenizer": "SpaCyTokenizer(\"ar\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Tamajeq, Tayart",
+                  "iso_1_code": null,
+                  "iso_3_code": "thz",
+                  "tokenizer": {
+                    "name": "arabic",
+                    "tokenizer": "SpaCyTokenizer(\"ar\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Tamajaq, Tawallammat",
+                  "iso_1_code": null,
+                  "iso_3_code": "ttq",
+                  "tokenizer": {
+                    "name": "arabic",
+                    "tokenizer": "SpaCyTokenizer(\"ar\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Zenaga",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Tetserret",
+              "iso_1_code": null,
+              "iso_3_code": "tez",
+              "tokenizer": {
+                "name": "arabic",
+                "tokenizer": "SpaCyTokenizer(\"ar\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Zenaga",
+              "iso_1_code": null,
+              "iso_3_code": "zen",
+              "tokenizer": {
+                "name": "arabic",
+                "tokenizer": "SpaCyTokenizer(\"ar\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Chadic",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "arabic",
+        "tokenizer": "SpaCyTokenizer(\"ar\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Biu-Mandara",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "A",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "arabic",
+                "tokenizer": "SpaCyTokenizer(\"ar\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "A.1",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "arabic",
+                    "tokenizer": "SpaCyTokenizer(\"ar\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Eastern",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "arabic",
+                        "tokenizer": "SpaCyTokenizer(\"ar\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Boga",
+                          "iso_1_code": null,
+                          "iso_3_code": "bvw",
+                          "tokenizer": {
+                            "name": "arabic",
+                            "tokenizer": "SpaCyTokenizer(\"ar\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Ga\u2019anda",
+                          "iso_1_code": null,
+                          "iso_3_code": "gqa",
+                          "tokenizer": {
+                            "name": "arabic",
+                            "tokenizer": "SpaCyTokenizer(\"ar\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Hwana",
+                          "iso_1_code": null,
+                          "iso_3_code": "hwo",
+                          "tokenizer": {
+                            "name": "arabic",
+                            "tokenizer": "SpaCyTokenizer(\"ar\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Western",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "arabic",
+                        "tokenizer": "SpaCyTokenizer(\"ar\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Jara",
+                          "iso_1_code": null,
+                          "iso_3_code": "jaf",
+                          "tokenizer": {
+                            "name": "arabic",
+                            "tokenizer": "SpaCyTokenizer(\"ar\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Tera",
+                          "iso_1_code": null,
+                          "iso_3_code": "ttr",
+                          "tokenizer": {
+                            "name": "arabic",
+                            "tokenizer": "SpaCyTokenizer(\"ar\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
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+                  "name": "A.2",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "arabic",
+                    "tokenizer": "SpaCyTokenizer(\"ar\")"
+                  },
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+                  "children": [
+                    {
+                      "name": "Nggwahyi",
+                      "iso_1_code": null,
+                      "iso_3_code": "ngx",
+                      "tokenizer": {
+                        "name": "arabic",
+                        "tokenizer": "SpaCyTokenizer(\"ar\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "1",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "arabic",
+                        "tokenizer": "SpaCyTokenizer(\"ar\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Bura-Pabir",
+                          "iso_1_code": null,
+                          "iso_3_code": "bwr",
+                          "tokenizer": {
+                            "name": "arabic",
+                            "tokenizer": "SpaCyTokenizer(\"ar\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kibaku",
+                          "iso_1_code": null,
+                          "iso_3_code": "ckl",
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+                              "name": "Barzani-Sandu Jewish Neo-Aramaic",
+                              "iso_1_code": null,
+                              "iso_3_code": "bjf",
+                              "tokenizer": {
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+                                "tokenizer": "SpaCyTokenizer(\"ar\")"
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+                            {
+                              "name": "Koy Sanjaq Surat",
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+                                "tokenizer": "SpaCyTokenizer(\"ar\")"
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+                              "name": "Jewish Babylonian Aramaic",
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+                                "tokenizer": "SpaCyTokenizer(\"ar\")"
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+                                  "name": "Lishana Deni",
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+                                {
+                                  "name": "Lish\u00e1n Noshan",
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+                              "name": "Mlahs\u00f6",
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+                              "name": "Turoyo",
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+                                "tokenizer": "SpaCyTokenizer(\"ar\")"
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+                            "tokenizer": "SpaCyTokenizer(\"ar\")"
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+                          "name": "Mandaic, Classical",
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+                            "tokenizer": "SpaCyTokenizer(\"ar\")"
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+                                "tokenizer": "SpaCyTokenizer(\"am\")"
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+                    "tokenizer": "SpaCyTokenizer(\"ti\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Harsusi",
+                  "iso_1_code": null,
+                  "iso_3_code": "hss",
+                  "tokenizer": {
+                    "name": "tigrinya",
+                    "tokenizer": "SpaCyTokenizer(\"ti\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Shehri",
+                  "iso_1_code": null,
+                  "iso_3_code": "shv",
+                  "tokenizer": {
+                    "name": "tigrinya",
+                    "tokenizer": "SpaCyTokenizer(\"ti\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Soqotri",
+                  "iso_1_code": null,
+                  "iso_3_code": "sqt",
+                  "tokenizer": {
+                    "name": "tigrinya",
+                    "tokenizer": "SpaCyTokenizer(\"ti\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Unclassified",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "arabic",
+        "tokenizer": "SpaCyTokenizer(\"ar\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Ongota",
+          "iso_1_code": null,
+          "iso_3_code": "bxe",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Algic.json b/data/Algic.json
new file mode 100644
index 0000000000000000000000000000000000000000..34b987f575dca9cd1d9750f266d59ecb5c2ac3ca
--- /dev/null
+++ b/data/Algic.json
@@ -0,0 +1,483 @@
+{
+  "name": "Algic",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Algonquian",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Blackfoot",
+          "iso_1_code": null,
+          "iso_3_code": "bla",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Cheyenne",
+          "iso_1_code": null,
+          "iso_3_code": "chy",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Menominee",
+          "iso_1_code": null,
+          "iso_3_code": "mez",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Miami",
+          "iso_1_code": null,
+          "iso_3_code": "mia",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Nawathinehena",
+          "iso_1_code": null,
+          "iso_3_code": "nwa",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Shawnee",
+          "iso_1_code": null,
+          "iso_3_code": "sjw",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Arapaho",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Arapaho",
+              "iso_1_code": null,
+              "iso_3_code": "arp",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Gros Ventre",
+              "iso_1_code": null,
+              "iso_3_code": "ats",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Cree-Montagnais",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Atikamekw",
+              "iso_1_code": null,
+              "iso_3_code": "atj",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Cree, Southern East",
+              "iso_1_code": "cr",
+              "iso_3_code": "crj",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Cree, Plains",
+              "iso_1_code": "cr",
+              "iso_3_code": "crk",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Cree, Northern East",
+              "iso_1_code": "cr",
+              "iso_3_code": "crl",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Cree, Moose",
+              "iso_1_code": "cr",
+              "iso_3_code": "crm",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Cree, Swampy",
+              "iso_1_code": "cr",
+              "iso_3_code": "csw",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Cree, Woods",
+              "iso_1_code": "cr",
+              "iso_3_code": "cwd",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Innu",
+              "iso_1_code": null,
+              "iso_3_code": "moe",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Naskapi",
+              "iso_1_code": null,
+              "iso_3_code": "nsk",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Eastern Algonquian",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Carolina Algonquian",
+              "iso_1_code": null,
+              "iso_3_code": "crr",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Etchemin",
+              "iso_1_code": null,
+              "iso_3_code": "etc",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Mi\u2019kmaq",
+              "iso_1_code": null,
+              "iso_3_code": "mic",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Powhatan",
+              "iso_1_code": null,
+              "iso_3_code": "pim",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Malecite-Passamaquoddy",
+              "iso_1_code": null,
+              "iso_3_code": "pqm",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Quiripi",
+              "iso_1_code": null,
+              "iso_3_code": "qyp",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Wampanoag",
+              "iso_1_code": null,
+              "iso_3_code": "wam",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Loup B",
+              "iso_1_code": null,
+              "iso_3_code": "xlb",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Loup A",
+              "iso_1_code": null,
+              "iso_3_code": "xlo",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Narragansett",
+              "iso_1_code": null,
+              "iso_3_code": "xnt",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Mohegan-Pequot",
+              "iso_1_code": null,
+              "iso_3_code": "xpq",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Abenaki",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Abenaki, Eastern",
+                  "iso_1_code": null,
+                  "iso_3_code": "aaq",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Abenaki, Western",
+                  "iso_1_code": null,
+                  "iso_3_code": "abe",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Delaware",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Mahican",
+                  "iso_1_code": null,
+                  "iso_3_code": "mjy",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Munsee",
+                  "iso_1_code": null,
+                  "iso_3_code": "umu",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Unami",
+                  "iso_1_code": null,
+                  "iso_3_code": "unm",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Nanticoke-Conoy",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Nanticoke",
+                  "iso_1_code": null,
+                  "iso_3_code": "nnt",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Piscataway",
+                  "iso_1_code": null,
+                  "iso_3_code": "psy",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Fox",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Kickapoo",
+              "iso_1_code": null,
+              "iso_3_code": "kic",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Meskwaki",
+              "iso_1_code": null,
+              "iso_3_code": "sac",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Ojibwa-Potawatomi",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Algonquin",
+              "iso_1_code": null,
+              "iso_3_code": "alq",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Chippewa",
+              "iso_1_code": "oj",
+              "iso_3_code": "ciw",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Ojibwa, Northwestern",
+              "iso_1_code": "oj",
+              "iso_3_code": "ojb",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Ojibwa, Central",
+              "iso_1_code": "oj",
+              "iso_3_code": "ojc",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Ojibwa, Eastern",
+              "iso_1_code": "oj",
+              "iso_3_code": "ojg",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Oji-Cree",
+              "iso_1_code": "oj",
+              "iso_3_code": "ojs",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Ojibwa, Western",
+              "iso_1_code": "oj",
+              "iso_3_code": "ojw",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Ottawa",
+              "iso_1_code": "oj",
+              "iso_3_code": "otw",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Potawatomi",
+              "iso_1_code": null,
+              "iso_3_code": "pot",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Ritwan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Wiyot",
+          "iso_1_code": null,
+          "iso_3_code": "wiy",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Yurok",
+          "iso_1_code": null,
+          "iso_3_code": "yur",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Amto-Musan.json b/data/Amto-Musan.json
new file mode 100644
index 0000000000000000000000000000000000000000..177ae7dc10115154c89672932fd2b9fadcda4301
--- /dev/null
+++ b/data/Amto-Musan.json
@@ -0,0 +1,25 @@
+{
+  "name": "Amto-Musan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Amto",
+      "iso_1_code": null,
+      "iso_3_code": "amt",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Siawi",
+      "iso_1_code": null,
+      "iso_3_code": "mmp",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Andamanese.json b/data/Andamanese.json
new file mode 100644
index 0000000000000000000000000000000000000000..16ea029c5648858b7a5f6c9c771e2033509f9616
--- /dev/null
+++ b/data/Andamanese.json
@@ -0,0 +1,157 @@
+{
+  "name": "Andamanese",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Great Andamanese",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Great Andamanese, Mixed",
+          "iso_1_code": null,
+          "iso_3_code": "gac",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Central",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Aka-Bea",
+              "iso_1_code": null,
+              "iso_3_code": "abj",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Akar-Bale",
+              "iso_1_code": null,
+              "iso_3_code": "acl",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Aka-Kede",
+              "iso_1_code": null,
+              "iso_3_code": "akx",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Aka-Kol",
+              "iso_1_code": null,
+              "iso_3_code": "aky",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "A-Pucikwar",
+              "iso_1_code": null,
+              "iso_3_code": "apq",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Oko-Juwoi",
+              "iso_1_code": null,
+              "iso_3_code": "okj",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Northern",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Aka-Cari",
+              "iso_1_code": null,
+              "iso_3_code": "aci",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Aka-Kora",
+              "iso_1_code": null,
+              "iso_3_code": "ack",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Aka-Jeru",
+              "iso_1_code": null,
+              "iso_3_code": "akj",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Aka-Bo",
+              "iso_1_code": null,
+              "iso_3_code": "akm",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "South Andamanese",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Jarawa",
+          "iso_1_code": null,
+          "iso_3_code": "anq",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "\u00d6\u00f1ge",
+          "iso_1_code": null,
+          "iso_3_code": "oon",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Sentinel",
+          "iso_1_code": null,
+          "iso_3_code": "std",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Arafundi.json b/data/Arafundi.json
new file mode 100644
index 0000000000000000000000000000000000000000..24254697f4815facc2726a0d1a26a789b7004489
--- /dev/null
+++ b/data/Arafundi.json
@@ -0,0 +1,33 @@
+{
+  "name": "Arafundi",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Andai",
+      "iso_1_code": null,
+      "iso_3_code": "afd",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Nanubae",
+      "iso_1_code": null,
+      "iso_3_code": "afk",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Tapei",
+      "iso_1_code": null,
+      "iso_3_code": "afp",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Arai (Left May).json b/data/Arai (Left May).json
new file mode 100644
index 0000000000000000000000000000000000000000..1d1be7a8209bce6685ffe7bfde35892571f1c995
--- /dev/null
+++ b/data/Arai (Left May).json	
@@ -0,0 +1,57 @@
+{
+  "name": "Arai (Left May)",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Sawiyanu",
+      "iso_1_code": null,
+      "iso_3_code": "amm",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Bo",
+      "iso_1_code": null,
+      "iso_3_code": "bpw",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Yawuno Teneyo",
+      "iso_1_code": null,
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+      "source": null,
+      "children": []
+    },
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+      "name": "Nakwi",
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+      "iso_3_code": "nax",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Nimo",
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+      "iso_3_code": "niw",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Owiniga",
+      "iso_1_code": null,
+      "iso_3_code": "owi",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Arauan.json b/data/Arauan.json
new file mode 100644
index 0000000000000000000000000000000000000000..5ad4d764fa7f035389bb113cb1ea570de3055a10
--- /dev/null
+++ b/data/Arauan.json
@@ -0,0 +1,66 @@
+{
+  "name": "Arauan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Aru\u00e1",
+      "iso_1_code": null,
+      "iso_3_code": "aru",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
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+      "name": "Kulina",
+      "iso_1_code": null,
+      "iso_3_code": "cul",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Den\u00ed",
+      "iso_1_code": null,
+      "iso_3_code": "dny",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Paumar\u00ed",
+      "iso_1_code": null,
+      "iso_3_code": "pad",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Suruah\u00e1",
+      "iso_1_code": null,
+      "iso_3_code": "swx",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Jamamadi",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
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+          "iso_3_code": "jaa",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Australian.json b/data/Australian.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f21ca5af5a4442f019c18309ac3674e901dd24d
--- /dev/null
+++ b/data/Australian.json
@@ -0,0 +1,4179 @@
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+  "name": "Australian",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
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+      "name": "Lanima",
+      "iso_1_code": null,
+      "iso_3_code": "lnw",
+      "tokenizer": null,
+      "source": null,
+      "children": []
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+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
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+          "iso_3_code": "bck",
+          "tokenizer": null,
+          "source": null,
+          "children": []
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+          "iso_3_code": "gni",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
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+      "name": "Daly",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
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+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
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+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
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+                  "iso_1_code": null,
+                  "iso_3_code": "mfr",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
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+                  "name": "Maridan",
+                  "iso_1_code": null,
+                  "iso_3_code": "zmd",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Marti Ke",
+                  "iso_1_code": null,
+                  "iso_3_code": "zmg",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Maridjabin",
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+                  "iso_3_code": "zmj",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
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+                  "source": null,
+                  "children": []
+                }
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+              "source": null,
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+                  "iso_3_code": "amy",
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+                  "source": null,
+                  "children": []
+                },
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+                  "iso_3_code": "giy",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Wadjiginy",
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+                  "iso_3_code": "wdj",
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+                  "source": null,
+                  "children": []
+                },
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+                  "name": "Manda",
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+                  "iso_3_code": "zma",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
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+                  "name": "Maranunggu",
+                  "iso_1_code": null,
+                  "iso_3_code": "zmr",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
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+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
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+              "iso_3_code": null,
+              "tokenizer": null,
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+                  "name": "Kamu",
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+                  "iso_3_code": "xmu",
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+                  "source": null,
+                  "children": []
+                },
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+                  "iso_3_code": "zml",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
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+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
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+                  "name": "Malak Malak",
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+                  "iso_3_code": "mpb",
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+                },
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+          "source": null,
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+              "iso_3_code": "mwf",
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+              "source": null,
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+          "iso_3_code": "djd",
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+      "source": null,
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+          "iso_3_code": "gia",
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+        }
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+              "iso_3_code": "bvr",
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+              "children": []
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+            }
+          ]
+        },
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+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
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+              "name": "Djauan",
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+              "iso_3_code": "djn",
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+            }
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+        },
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+          "tokenizer": null,
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+              "iso_3_code": "aoi",
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+              "source": null,
+              "children": []
+            },
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+              "iso_3_code": "nid",
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+              "children": []
+            },
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+              "name": "Nunggubuyu",
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+            }
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+        },
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+              "source": null,
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+            }
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+          "tokenizer": null,
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+              "children": []
+            }
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+              "iso_3_code": "gup",
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+              "iso_3_code": "mpc",
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+        },
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+            },
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+                }
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+                  "iso_3_code": "mec",
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+                },
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+                }
+              ]
+            }
+          ]
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+            }
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+        },
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+          "tokenizer": null,
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+            },
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+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
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+              "tokenizer": null,
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+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Yangmanic",
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+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
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+              "name": "Dagoman",
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+              "iso_3_code": "dgn",
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+              "source": null,
+              "children": []
+            },
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+              "name": "Yangman",
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+              "iso_3_code": "jng",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Wardaman",
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+              "iso_3_code": "wrr",
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+            }
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+        }
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+      "tokenizer": null,
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+        },
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+                {
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+                {
+                  "name": "Kaurna",
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+              "tokenizer": null,
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+              "children": []
+            },
+            {
+              "name": "Maung",
+              "iso_1_code": null,
+              "iso_3_code": "mph",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Manangkari",
+              "iso_1_code": null,
+              "iso_3_code": "znk",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Austro-Asiatic.json b/data/Austro-Asiatic.json
new file mode 100644
index 0000000000000000000000000000000000000000..cfc0a01809947594a0f1df73cfd07cdd5702b288
--- /dev/null
+++ b/data/Austro-Asiatic.json
@@ -0,0 +1,3109 @@
+{
+  "name": "Austro-Asiatic",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": {
+    "name": "vietnamese",
+    "tokenizer": "SpaCyTokenizer(\"vi\")"
+  },
+  "source": "bottom",
+  "children": [
+    {
+      "name": "Mon-Khmer",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "vietnamese",
+        "tokenizer": "SpaCyTokenizer(\"vi\")"
+      },
+      "source": "bottom",
+      "children": [
+        {
+          "name": "Aslian",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "vietnamese",
+            "tokenizer": "SpaCyTokenizer(\"vi\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Jah Hut",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "vietnamese",
+                "tokenizer": "SpaCyTokenizer(\"vi\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Jah Hut",
+                  "iso_1_code": null,
+                  "iso_3_code": "jah",
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "North Aslian",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "vietnamese",
+                "tokenizer": "SpaCyTokenizer(\"vi\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Chewong",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Cheq Wong",
+                      "iso_1_code": null,
+                      "iso_3_code": "cwg",
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Eastern",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Batek",
+                      "iso_1_code": null,
+                      "iso_3_code": "btq",
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Jehai",
+                      "iso_1_code": null,
+                      "iso_3_code": "jhi",
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Minriq",
+                      "iso_1_code": null,
+                      "iso_3_code": "mnq",
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Mintil",
+                      "iso_1_code": null,
+                      "iso_3_code": "mzt",
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Tonga",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Ten\u2019edn",
+                      "iso_1_code": null,
+                      "iso_3_code": "tnz",
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Western",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Kintaq",
+                      "iso_1_code": null,
+                      "iso_3_code": "knq",
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Kensiu",
+                      "iso_1_code": null,
+                      "iso_3_code": "kns",
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Senoic",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "vietnamese",
+                "tokenizer": "SpaCyTokenizer(\"vi\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Lanoh",
+                  "iso_1_code": null,
+                  "iso_3_code": "lnh",
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Sab\u00fcm",
+                  "iso_1_code": null,
+                  "iso_3_code": "sbo",
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Semai",
+                  "iso_1_code": null,
+                  "iso_3_code": "sea",
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Semnam",
+                  "iso_1_code": null,
+                  "iso_3_code": "ssm",
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Temiar",
+                  "iso_1_code": null,
+                  "iso_3_code": "tea",
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "South Aslian",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "vietnamese",
+                "tokenizer": "SpaCyTokenizer(\"vi\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Mah Meri",
+                  "iso_1_code": null,
+                  "iso_3_code": "mhe",
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Semelai",
+                  "iso_1_code": null,
+                  "iso_3_code": "sza",
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Semaq Beri",
+                  "iso_1_code": null,
+                  "iso_3_code": "szc",
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Temoq",
+                  "iso_1_code": null,
+                  "iso_3_code": "tmo",
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Eastern Mon-Khmer",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "vietnamese",
+            "tokenizer": "SpaCyTokenizer(\"vi\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Bahnaric",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "vietnamese",
+                "tokenizer": "SpaCyTokenizer(\"vi\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Central Bahnaric",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Alak",
+                      "iso_1_code": null,
+                      "iso_3_code": "alk",
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Bahnar",
+                      "iso_1_code": null,
+                      "iso_3_code": "bdq",
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Romam",
+                      "iso_1_code": null,
+                      "iso_3_code": "rmx",
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Tampuan",
+                      "iso_1_code": null,
+                      "iso_3_code": "tpu",
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "East Bahnaric",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Cua",
+                      "iso_1_code": null,
+                      "iso_3_code": "cua",
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "North Bahnaric",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Katua",
+                      "iso_1_code": null,
+                      "iso_3_code": "kta",
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Kachok",
+                      "iso_1_code": null,
+                      "iso_3_code": "xkk",
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "East",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Kayong",
+                          "iso_1_code": null,
+                          "iso_3_code": "kxy",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Takua",
+                          "iso_1_code": null,
+                          "iso_3_code": "tkz",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "West",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Trieng",
+                          "iso_1_code": null,
+                          "iso_3_code": "stg",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Talieng",
+                          "iso_1_code": null,
+                          "iso_3_code": "tdf",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Duan",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Halang Doan",
+                              "iso_1_code": null,
+                              "iso_3_code": "hld",
+                              "tokenizer": {
+                                "name": "vietnamese",
+                                "tokenizer": "SpaCyTokenizer(\"vi\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Jeh-Halang",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Halang",
+                              "iso_1_code": null,
+                              "iso_3_code": "hal",
+                              "tokenizer": {
+                                "name": "vietnamese",
+                                "tokenizer": "SpaCyTokenizer(\"vi\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Jeh",
+                              "iso_1_code": null,
+                              "iso_3_code": "jeh",
+                              "tokenizer": {
+                                "name": "vietnamese",
+                                "tokenizer": "SpaCyTokenizer(\"vi\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Rengao",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Rengao",
+                              "iso_1_code": null,
+                              "iso_3_code": "ren",
+                              "tokenizer": {
+                                "name": "vietnamese",
+                                "tokenizer": "SpaCyTokenizer(\"vi\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Sedang-Todrah",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Sedang",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "vietnamese",
+                                "tokenizer": "SpaCyTokenizer(\"vi\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Hre",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "hre",
+                                  "tokenizer": {
+                                    "name": "vietnamese",
+                                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Sedang",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "sed",
+                                  "tokenizer": {
+                                    "name": "vietnamese",
+                                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                }
+                              ]
+                            },
+                            {
+                              "name": "Todrah-Monom",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "vietnamese",
+                                "tokenizer": "SpaCyTokenizer(\"vi\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Monom",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "moo",
+                                  "tokenizer": {
+                                    "name": "vietnamese",
+                                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Todrah",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "tdr",
+                                  "tokenizer": {
+                                    "name": "vietnamese",
+                                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "South Bahnaric",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Stieng, Budeh",
+                      "iso_1_code": null,
+                      "iso_3_code": "stt",
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Sre-Mnong",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Mnong",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Eastern Mnong",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "vietnamese",
+                                "tokenizer": "SpaCyTokenizer(\"vi\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Mnong, Eastern",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "mng",
+                                  "tokenizer": {
+                                    "name": "vietnamese",
+                                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                }
+                              ]
+                            },
+                            {
+                              "name": "Southern-Central Mnong",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "vietnamese",
+                                "tokenizer": "SpaCyTokenizer(\"vi\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Mnong, Central",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "cmo",
+                                  "tokenizer": {
+                                    "name": "vietnamese",
+                                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Mnong, Southern",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "mnn",
+                                  "tokenizer": {
+                                    "name": "vietnamese",
+                                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Kraol",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "rka",
+                                  "tokenizer": {
+                                    "name": "vietnamese",
+                                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Sre",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Maa",
+                              "iso_1_code": null,
+                              "iso_3_code": "cma",
+                              "tokenizer": {
+                                "name": "vietnamese",
+                                "tokenizer": "SpaCyTokenizer(\"vi\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Koho",
+                              "iso_1_code": null,
+                              "iso_3_code": "kpm",
+                              "tokenizer": {
+                                "name": "vietnamese",
+                                "tokenizer": "SpaCyTokenizer(\"vi\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Stieng-Chrau",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Chrau",
+                          "iso_1_code": null,
+                          "iso_3_code": "crw",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Mel-Khaonh",
+                          "iso_1_code": null,
+                          "iso_3_code": "hkn",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Stieng, Bulo",
+                          "iso_1_code": null,
+                          "iso_3_code": "sti",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "West Bahnaric",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Lavi",
+                      "iso_1_code": null,
+                      "iso_3_code": "lvi",
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Brao-Kravet",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Brao",
+                          "iso_1_code": null,
+                          "iso_3_code": "brb",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Krung",
+                          "iso_1_code": null,
+                          "iso_3_code": "krr",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kavet",
+                          "iso_1_code": null,
+                          "iso_3_code": "krv",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Sou",
+                          "iso_1_code": null,
+                          "iso_3_code": "sqq",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Laven",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Laven",
+                          "iso_1_code": null,
+                          "iso_3_code": "lbo",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Nyaheun",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Nyaheun",
+                          "iso_1_code": null,
+                          "iso_3_code": "nev",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Oi-The",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Oy",
+                          "iso_1_code": null,
+                          "iso_3_code": "oyb",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Sapuan",
+                          "iso_1_code": null,
+                          "iso_3_code": "spu",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Katuic",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "vietnamese",
+                "tokenizer": "SpaCyTokenizer(\"vi\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Central Katuic",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Ta\u2019oih",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Ir",
+                          "iso_1_code": null,
+                          "iso_3_code": "irr",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Ong",
+                          "iso_1_code": null,
+                          "iso_3_code": "oog",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Ta\u2019oih, Upper",
+                          "iso_1_code": null,
+                          "iso_3_code": "tth",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Ta\u2019oih, Lower",
+                          "iso_1_code": null,
+                          "iso_3_code": "tto",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "East Katuic",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Katu-Pacoh",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Katu, Eastern",
+                          "iso_1_code": null,
+                          "iso_3_code": "ktv",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Katu, Western",
+                          "iso_1_code": null,
+                          "iso_3_code": "kuf",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Pacoh",
+                          "iso_1_code": null,
+                          "iso_3_code": "pac",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Phuong",
+                          "iso_1_code": null,
+                          "iso_3_code": "phg",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Tareng",
+                          "iso_1_code": null,
+                          "iso_3_code": "tgr",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Ngeq-Nkriang",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Kriang",
+                          "iso_1_code": null,
+                          "iso_3_code": "ngt",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "West Katuic",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Bru",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Bru, Eastern",
+                          "iso_1_code": null,
+                          "iso_3_code": "bru",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Bru, Western",
+                          "iso_1_code": null,
+                          "iso_3_code": "brv",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Katang, Northern",
+                          "iso_1_code": null,
+                          "iso_3_code": "ncq",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Katang, Southern",
+                          "iso_1_code": null,
+                          "iso_3_code": "sct",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "So",
+                          "iso_1_code": null,
+                          "iso_3_code": "sss",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Khua",
+                          "iso_1_code": null,
+                          "iso_3_code": "xhv",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Kuay",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Kuay",
+                          "iso_1_code": null,
+                          "iso_3_code": "kdt",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Nyeu",
+                          "iso_1_code": null,
+                          "iso_3_code": "nyl",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Khmer",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "vietnamese",
+                "tokenizer": "SpaCyTokenizer(\"vi\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Khmer",
+                  "iso_1_code": "km",
+                  "iso_3_code": "khm",
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Khmer, Northern",
+                  "iso_1_code": null,
+                  "iso_3_code": "kxm",
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Pearic",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "vietnamese",
+                "tokenizer": "SpaCyTokenizer(\"vi\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Eastern",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Pear",
+                      "iso_1_code": null,
+                      "iso_3_code": "pcb",
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Western",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Chong",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Chong",
+                          "iso_1_code": null,
+                          "iso_3_code": "cog",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Chung",
+                          "iso_1_code": null,
+                          "iso_3_code": "scq",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Samre",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Somray",
+                          "iso_1_code": null,
+                          "iso_3_code": "smu",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Samre",
+                          "iso_1_code": null,
+                          "iso_3_code": "sxm",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Suoy",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Su\u2019ung",
+                          "iso_1_code": null,
+                          "iso_3_code": "syo",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
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+                          "name": "Khuen",
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+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                          "name": "Khmu",
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+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                          "name": "O\u2019du",
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+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                          "name": "Mal",
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+                          "iso_3_code": "mlf",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
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+                          "name": "Prai",
+                          "iso_1_code": null,
+                          "iso_3_code": "prt",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
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+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                          "name": "Hu",
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+                          "iso_3_code": "huo",
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+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                          "name": "Kon Keu",
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+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                          "name": "Man Met",
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+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                          "name": "Mok",
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+                          "iso_3_code": "mqt",
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+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                          "source": "down",
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+                          "name": "Samtao",
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+                          "iso_3_code": "stu",
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+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                          "source": "down",
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+                          "name": "Tai Loi",
+                          "iso_1_code": null,
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+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                        {
+                          "name": "Muak Sa-aak",
+                          "iso_1_code": null,
+                          "iso_3_code": "ukk",
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+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                          "source": "down",
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+                          "name": "U",
+                          "iso_1_code": null,
+                          "iso_3_code": "uuu",
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+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                          "source": "down",
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+                          "name": "Kiorr",
+                          "iso_1_code": null,
+                          "iso_3_code": "xko",
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+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                          "source": "down",
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+                          "name": "Bit",
+                          "iso_1_code": null,
+                          "iso_3_code": "bgk",
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+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                          "source": "down",
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+                          "name": "Bumang",
+                          "iso_1_code": null,
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+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                        {
+                          "name": "Kh\u00e1ng",
+                          "iso_1_code": null,
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+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                          "name": "Con",
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+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                          "children": []
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+                          "name": "Rmeet",
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+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                          "name": "Bulang",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
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+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                              "name": "Blang",
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+                              "iso_3_code": "blr",
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+                                "name": "vietnamese",
+                                "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                              "source": "down",
+                              "children": []
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+                          "name": "Lawa",
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+                          "iso_3_code": null,
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+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                              "name": "Lawa, Western",
+                              "iso_1_code": null,
+                              "iso_3_code": "lcp",
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+                                "name": "vietnamese",
+                                "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                              "children": []
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+                            {
+                              "name": "Lawa, Eastern",
+                              "iso_1_code": null,
+                              "iso_3_code": "lwl",
+                              "tokenizer": {
+                                "name": "vietnamese",
+                                "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                              "source": "down",
+                              "children": []
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+                        {
+                          "name": "Wa",
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+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                              "name": "Wa, Parauk",
+                              "iso_1_code": null,
+                              "iso_3_code": "prk",
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+                                "name": "vietnamese",
+                                "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                              "children": []
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+                            {
+                              "name": "Awa",
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+                                "name": "vietnamese",
+                                "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                            {
+                              "name": "Wa, Vo",
+                              "iso_1_code": null,
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+                              "tokenizer": {
+                                "name": "vietnamese",
+                                "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Danau",
+                          "iso_1_code": null,
+                          "iso_3_code": "dnu",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Palaung",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Palaung, Ruching",
+                          "iso_1_code": null,
+                          "iso_3_code": "pce",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Palaung, Shwe",
+                          "iso_1_code": null,
+                          "iso_3_code": "pll",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Palaung, Rumai",
+                          "iso_1_code": null,
+                          "iso_3_code": "rbb",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Riang",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Riang Lang",
+                          "iso_1_code": null,
+                          "iso_3_code": "ril",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Riang Lai",
+                          "iso_1_code": null,
+                          "iso_3_code": "yin",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
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+          ]
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+        {
+          "name": "Palyu",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "vietnamese",
+            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+              "name": "Bugan",
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+              "iso_3_code": "bbh",
+              "tokenizer": {
+                "name": "vietnamese",
+                "tokenizer": "SpaCyTokenizer(\"vi\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Bolyu",
+              "iso_1_code": null,
+              "iso_3_code": "ply",
+              "tokenizer": {
+                "name": "vietnamese",
+                "tokenizer": "SpaCyTokenizer(\"vi\")"
+              },
+              "source": "down",
+              "children": []
+            }
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+        {
+          "name": "Southern Monic",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "vietnamese",
+            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+            {
+              "name": "Nyahkur",
+              "iso_1_code": null,
+              "iso_3_code": "cbn",
+              "tokenizer": {
+                "name": "vietnamese",
+                "tokenizer": "SpaCyTokenizer(\"vi\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
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+        {
+          "name": "Unclassified",
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+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "vietnamese",
+            "tokenizer": "SpaCyTokenizer(\"vi\")"
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+            {
+              "name": "Kemiehua",
+              "iso_1_code": null,
+              "iso_3_code": "kfj",
+              "tokenizer": {
+                "name": "vietnamese",
+                "tokenizer": "SpaCyTokenizer(\"vi\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Kuanhua",
+              "iso_1_code": null,
+              "iso_3_code": "xnh",
+              "tokenizer": {
+                "name": "vietnamese",
+                "tokenizer": "SpaCyTokenizer(\"vi\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Viet-Muong",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "vietnamese",
+            "tokenizer": "SpaCyTokenizer(\"vi\")"
+          },
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+              "name": "Chut",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "vietnamese",
+                "tokenizer": "SpaCyTokenizer(\"vi\")"
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+              "source": "down",
+              "children": [
+                {
+                  "name": "Arem",
+                  "iso_1_code": null,
+                  "iso_3_code": "aem",
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Maleng",
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+                  "iso_3_code": "pkt",
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+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Chut",
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+                  "iso_3_code": "scb",
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                  "source": "down",
+                  "children": []
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+              "name": "Cuoi",
+              "iso_1_code": null,
+              "iso_3_code": null,
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+                "name": "vietnamese",
+                "tokenizer": "SpaCyTokenizer(\"vi\")"
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+              "children": [
+                {
+                  "name": "Hung",
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+                  "iso_3_code": "hnu",
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Tho",
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+                  "iso_3_code": "tou",
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+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                  "children": []
+                }
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+              "name": "Muong",
+              "iso_1_code": null,
+              "iso_3_code": null,
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+                "name": "vietnamese",
+                "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                  "name": "Bo",
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+                  "iso_3_code": "bgl",
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+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Muong",
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+                  "iso_3_code": "mtq",
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+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Ngu\u00f4n",
+                  "iso_1_code": null,
+                  "iso_3_code": "nuo",
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+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
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+              "name": "Thavung",
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+                "name": "vietnamese",
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+                  "name": "Aheu",
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+                  "iso_3_code": "thm",
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+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Vietnamese",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "vietnamese",
+                "tokenizer": "SpaCyTokenizer(\"vi\")"
+              },
+              "source": "bottom",
+              "children": [
+                {
+                  "name": "Vietnamese",
+                  "iso_1_code": "vi",
+                  "iso_3_code": "vie",
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                  "source": "own",
+                  "children": []
+                }
+              ]
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+      "name": "Munda",
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+          "name": "North Munda",
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+              "name": "Kherwari",
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+                  "name": "Agariya",
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+                  "iso_3_code": "agi",
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+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                },
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+                  "name": "Bijori",
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+                  "iso_3_code": "bix",
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+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Kodaku",
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+                  "iso_3_code": "ksz",
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+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                  "name": "Mundari",
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+                      "name": "Asuri",
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+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                      "name": "Birhor",
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+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                    },
+                    {
+                      "name": "Koda",
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+                      "iso_3_code": "cdz",
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+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                    },
+                    {
+                      "name": "Kol",
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+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                    },
+                    {
+                      "name": "Ho",
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+                      "iso_3_code": "hoc",
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+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                    },
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+                      "name": "Korwa",
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+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                    },
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+                      "name": "Mundari",
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+                      "iso_3_code": "unr",
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+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                    },
+                    {
+                      "name": "Munda",
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+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                  "name": "Santali",
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+                      "name": "Mahali",
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+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                    },
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+                      "name": "Santhali",
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+                      "iso_3_code": "sat",
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+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                    },
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+                      "name": "Turi",
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+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                    }
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+              "name": "Korku",
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+              "iso_3_code": null,
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+                "name": "vietnamese",
+                "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                  "name": "Korku",
+                  "iso_1_code": null,
+                  "iso_3_code": "kfq",
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+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
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+          "name": "South Munda",
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+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "vietnamese",
+            "tokenizer": "SpaCyTokenizer(\"vi\")"
+          },
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+              "name": "Kharia-Juang",
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+              "iso_3_code": null,
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+                "name": "vietnamese",
+                "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                {
+                  "name": "Juang",
+                  "iso_1_code": null,
+                  "iso_3_code": "jun",
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Kharia",
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+                  "iso_3_code": "khr",
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+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Koraput Munda",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "vietnamese",
+                "tokenizer": "SpaCyTokenizer(\"vi\")"
+              },
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+                {
+                  "name": "Gutob-Remo-Geta\u2019",
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+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                      "name": "Geta\u2019",
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+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
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+                      "children": [
+                        {
+                          "name": "Gata\u2019",
+                          "iso_1_code": null,
+                          "iso_3_code": "gaq",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Gutob-Remo",
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+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Bondo",
+                          "iso_1_code": null,
+                          "iso_3_code": "bfw",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Gadaba, Bodo",
+                          "iso_1_code": null,
+                          "iso_3_code": "gbj",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "Sora-Juray-Gorum",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "vietnamese",
+                    "tokenizer": "SpaCyTokenizer(\"vi\")"
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+                    {
+                      "name": "Gorum",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Parenga",
+                          "iso_1_code": null,
+                          "iso_3_code": "pcj",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Sora-Juray",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "vietnamese",
+                        "tokenizer": "SpaCyTokenizer(\"vi\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Juray",
+                          "iso_1_code": null,
+                          "iso_3_code": "juy",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Sora",
+                          "iso_1_code": null,
+                          "iso_3_code": "srb",
+                          "tokenizer": {
+                            "name": "vietnamese",
+                            "tokenizer": "SpaCyTokenizer(\"vi\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Austronesian.json b/data/Austronesian.json
new file mode 100644
index 0000000000000000000000000000000000000000..795159d71a29e3bd3a13daffa374b6da79e1b456
--- /dev/null
+++ b/data/Austronesian.json
@@ -0,0 +1,20570 @@
+{
+  "name": "Austronesian",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": {
+    "name": "tagalog",
+    "tokenizer": "SpaCyTokenizer(\"tl\")"
+  },
+  "source": "bottom",
+  "children": [
+    {
+      "name": "Atayalic",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "tagalog",
+        "tokenizer": "SpaCyTokenizer(\"tl\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Atayal",
+          "iso_1_code": null,
+          "iso_3_code": "tay",
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Sediq",
+          "iso_1_code": null,
+          "iso_3_code": "trv",
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Bunun",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "tagalog",
+        "tokenizer": "SpaCyTokenizer(\"tl\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Bunun",
+          "iso_1_code": null,
+          "iso_3_code": "bnn",
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "East Formosan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "tagalog",
+        "tokenizer": "SpaCyTokenizer(\"tl\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Central",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Amis",
+              "iso_1_code": null,
+              "iso_3_code": "ami",
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Sakizaya",
+              "iso_1_code": null,
+              "iso_3_code": "szy",
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Northern",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Basay",
+              "iso_1_code": null,
+              "iso_3_code": "byq",
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Kavalan",
+              "iso_1_code": null,
+              "iso_3_code": "ckv",
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Southwest",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Siraya",
+              "iso_1_code": null,
+              "iso_3_code": "fos",
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Taivoan",
+              "iso_1_code": null,
+              "iso_3_code": "tvx",
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Malayo-Polynesian",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "tagalog",
+        "tokenizer": "SpaCyTokenizer(\"tl\")"
+      },
+      "source": "bottom",
+      "children": [
+        {
+          "name": "Agta, Villa Viciosa",
+          "iso_1_code": null,
+          "iso_3_code": "dyg",
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Bali-Sasak-Sumbawa",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Bali",
+              "iso_1_code": null,
+              "iso_3_code": "ban",
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Sasak-Sumbawa",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Sasak",
+                  "iso_1_code": null,
+                  "iso_3_code": "sas",
+                  "tokenizer": {
+                    "name": "tagalog",
+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Sumbawa",
+                  "iso_1_code": null,
+                  "iso_3_code": "smw",
+                  "tokenizer": {
+                    "name": "tagalog",
+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Bashiic",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Ivatan",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Ibatan",
+                  "iso_1_code": null,
+                  "iso_3_code": "ivb",
+                  "tokenizer": {
+                    "name": "tagalog",
+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Ivatan",
+                  "iso_1_code": null,
+                  "iso_3_code": "ivv",
+                  "tokenizer": {
+                    "name": "tagalog",
+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Yami",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Yami",
+                  "iso_1_code": null,
+                  "iso_3_code": "tao",
+                  "tokenizer": {
+                    "name": "tagalog",
+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Bilic",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Bagobo-Klata",
+              "iso_1_code": null,
+              "iso_3_code": "bgi",
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Teduray",
+              "iso_1_code": null,
+              "iso_3_code": "tiy",
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Blaan",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Blaan, Koronadal",
+                  "iso_1_code": null,
+                  "iso_3_code": "bpr",
+                  "tokenizer": {
+                    "name": "tagalog",
+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Blaan, Sarangani",
+                  "iso_1_code": null,
+                  "iso_3_code": "bps",
+                  "tokenizer": {
+                    "name": "tagalog",
+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Tboli",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Tboli",
+                  "iso_1_code": null,
+                  "iso_3_code": "tbl",
+                  "tokenizer": {
+                    "name": "tagalog",
+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Celebic",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Eastern",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Saluan-Banggai",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "tagalog",
+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Eastern",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Banggai",
+                          "iso_1_code": null,
+                          "iso_3_code": "bgz",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Balantak",
+                          "iso_1_code": null,
+                          "iso_3_code": "blz",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Western",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Andio",
+                          "iso_1_code": null,
+                          "iso_3_code": "bzb",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Saluanic",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Bobongko",
+                              "iso_1_code": null,
+                              "iso_3_code": "bgb",
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Saluan",
+                              "iso_1_code": null,
+                              "iso_3_code": "loe",
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Batui",
+                              "iso_1_code": null,
+                              "iso_3_code": "zbt",
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "Southeastern",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "tagalog",
+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Bungku-Tolaki",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Eastern",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "East Coast",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Bungku",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "bkz",
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Bahonsuai",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "bsu",
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Wawonii",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "wow",
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Mori Bawah",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "xmz",
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Kulisusu",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "Taloki",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "tlk",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Kulisusu",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "vkl",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Koroni",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "xkq",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            },
+                            {
+                              "name": "Southwest",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Moronene",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "mqn",
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Western",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Interior",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Mori Atas",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "mzq",
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Padoe",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "pdo",
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Tomadino",
+                                  "iso_1_code": null,
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+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                              "source": "down",
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+                              "name": "Watubela",
+                              "iso_1_code": null,
+                              "iso_3_code": "wah",
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                          "name": "Bobot",
+                          "iso_1_code": null,
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+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                              "name": "Bobot",
+                              "iso_1_code": null,
+                              "iso_3_code": "bty",
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+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                              "source": "down",
+                              "children": []
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+                          "name": "East Seram",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                              "name": "Hoti",
+                              "iso_1_code": null,
+                              "iso_3_code": "hti",
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+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": []
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+                          "name": "Manusela-Seti",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                              "name": "Benggoi",
+                              "iso_1_code": null,
+                              "iso_3_code": "bgy",
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                              "source": "down",
+                              "children": []
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+                              "name": "Huaulu",
+                              "iso_1_code": null,
+                              "iso_3_code": "hud",
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": []
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+                            {
+                              "name": "Salas",
+                              "iso_1_code": null,
+                              "iso_3_code": "sgu",
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": []
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+                            {
+                              "name": "Liana-Seti",
+                              "iso_1_code": null,
+                              "iso_3_code": "ste",
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+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
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+                              "children": []
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+                            {
+                              "name": "Sou Upaa",
+                              "iso_1_code": null,
+                              "iso_3_code": "wha",
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                              "source": "down",
+                              "children": []
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+                          "name": "Masiwang",
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+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                              "name": "Masiwang",
+                              "iso_1_code": null,
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+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                              "children": []
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+                          "name": "Nunusaku",
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+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                              "name": "Kayeli",
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+                              "iso_3_code": null,
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+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                  "name": "Kayeli",
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+                                  "iso_3_code": "kzl",
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+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                  "source": "down",
+                                  "children": []
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+                              "name": "Piru Bay",
+                              "iso_1_code": null,
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+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                  "name": "Haruku",
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+                                  "iso_3_code": "hrk",
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+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                  "source": "down",
+                                  "children": []
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+                                  "name": "East",
+                                  "iso_1_code": null,
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+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                      "iso_1_code": null,
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+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                      "name": "Sepa",
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+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                      "children": []
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+                                      "name": "Sou Nama",
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+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                      "source": "down",
+                                      "children": []
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+                                      "name": "Seram Straits",
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+                                      "iso_3_code": null,
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+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "name": "Ambon",
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+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                              "name": "Laha",
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+                                                "name": "tagalog",
+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                              "name": "Tulehu",
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+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                              "source": "down",
+                                              "children": []
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+                                        {
+                                          "name": "Solehua",
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+                                          "iso_3_code": null,
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+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                                  "iso_3_code": null,
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+                                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
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+                                                      "name": "Nusa Laut",
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+                                                      "iso_3_code": "nul",
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+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                                      "children": []
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+                                                  "name": "Saparua",
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+                                                    "name": "tagalog",
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+                                                  "source": "down",
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+                                                      "name": "Latu",
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+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
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+                                                    },
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+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                              "name": "Kamarian",
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+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                  "iso_1_code": null,
+                                  "iso_3_code": "ler",
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Lou",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "loj",
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Neherneh",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "ncn",
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Penchal",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "pek",
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Western",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Kaniet",
+                              "iso_1_code": null,
+                              "iso_3_code": "ktk",
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Seimat",
+                              "iso_1_code": null,
+                              "iso_3_code": "ssg",
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Wuvulu-Aua",
+                              "iso_1_code": null,
+                              "iso_3_code": "wuv",
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    },
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+                      "name": "Central-Eastern Oceanic",
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+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Remote Oceanic",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Central Pacific",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "East Fijian-Polynesian",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "East Fijian",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
+                                        {
+                                          "name": "Fijian",
+                                          "iso_1_code": "fj",
+                                          "iso_3_code": "fij",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Gone Dau",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "goo",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Lauan",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "llx",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Lomaiviti",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "lmv",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "Polynesian",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
+                                        {
+                                          "name": "Nuclear",
+                                          "iso_1_code": null,
+                                          "iso_3_code": null,
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": [
+                                            {
+                                              "name": "East",
+                                              "iso_1_code": null,
+                                              "iso_3_code": null,
+                                              "tokenizer": {
+                                                "name": "tagalog",
+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                              },
+                                              "source": "down",
+                                              "children": [
+                                                {
+                                                  "name": "Central",
+                                                  "iso_1_code": null,
+                                                  "iso_3_code": null,
+                                                  "tokenizer": {
+                                                    "name": "tagalog",
+                                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                  },
+                                                  "source": "down",
+                                                  "children": [
+                                                    {
+                                                      "name": "Rapa",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "ray",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    },
+                                                    {
+                                                      "name": "Marquesic",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": null,
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": [
+                                                        {
+                                                          "name": "Hawaiian",
+                                                          "iso_1_code": null,
+                                                          "iso_3_code": "haw",
+                                                          "tokenizer": {
+                                                            "name": "tagalog",
+                                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                          },
+                                                          "source": "down",
+                                                          "children": []
+                                                        },
+                                                        {
+                                                          "name": "Marquesan, South",
+                                                          "iso_1_code": null,
+                                                          "iso_3_code": "mqm",
+                                                          "tokenizer": {
+                                                            "name": "tagalog",
+                                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                          },
+                                                          "source": "down",
+                                                          "children": []
+                                                        },
+                                                        {
+                                                          "name": "Marquesan, North",
+                                                          "iso_1_code": null,
+                                                          "iso_3_code": "mrq",
+                                                          "tokenizer": {
+                                                            "name": "tagalog",
+                                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                          },
+                                                          "source": "down",
+                                                          "children": []
+                                                        },
+                                                        {
+                                                          "name": "Mangareva",
+                                                          "iso_1_code": null,
+                                                          "iso_3_code": "mrv",
+                                                          "tokenizer": {
+                                                            "name": "tagalog",
+                                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                          },
+                                                          "source": "down",
+                                                          "children": []
+                                                        }
+                                                      ]
+                                                    },
+                                                    {
+                                                      "name": "Tahitic",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": null,
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": [
+                                                        {
+                                                          "name": "Austral",
+                                                          "iso_1_code": null,
+                                                          "iso_3_code": "aut",
+                                                          "tokenizer": {
+                                                            "name": "tagalog",
+                                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                          },
+                                                          "source": "down",
+                                                          "children": []
+                                                        },
+                                                        {
+                                                          "name": "Maori",
+                                                          "iso_1_code": "mi",
+                                                          "iso_3_code": "mri",
+                                                          "tokenizer": {
+                                                            "name": "tagalog",
+                                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                          },
+                                                          "source": "down",
+                                                          "children": []
+                                                        },
+                                                        {
+                                                          "name": "Tuamotuan",
+                                                          "iso_1_code": null,
+                                                          "iso_3_code": "pmt",
+                                                          "tokenizer": {
+                                                            "name": "tagalog",
+                                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                          },
+                                                          "source": "down",
+                                                          "children": []
+                                                        },
+                                                        {
+                                                          "name": "Penrhyn",
+                                                          "iso_1_code": null,
+                                                          "iso_3_code": "pnh",
+                                                          "tokenizer": {
+                                                            "name": "tagalog",
+                                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                          },
+                                                          "source": "down",
+                                                          "children": []
+                                                        },
+                                                        {
+                                                          "name": "Cook Islands Maori",
+                                                          "iso_1_code": null,
+                                                          "iso_3_code": "rar",
+                                                          "tokenizer": {
+                                                            "name": "tagalog",
+                                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                          },
+                                                          "source": "down",
+                                                          "children": []
+                                                        },
+                                                        {
+                                                          "name": "Rakahanga-Manihiki",
+                                                          "iso_1_code": null,
+                                                          "iso_3_code": "rkh",
+                                                          "tokenizer": {
+                                                            "name": "tagalog",
+                                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                          },
+                                                          "source": "down",
+                                                          "children": []
+                                                        },
+                                                        {
+                                                          "name": "Moriori",
+                                                          "iso_1_code": null,
+                                                          "iso_3_code": "rrm",
+                                                          "tokenizer": {
+                                                            "name": "tagalog",
+                                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                          },
+                                                          "source": "down",
+                                                          "children": []
+                                                        },
+                                                        {
+                                                          "name": "Tahitian",
+                                                          "iso_1_code": "ty",
+                                                          "iso_3_code": "tah",
+                                                          "tokenizer": {
+                                                            "name": "tagalog",
+                                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                          },
+                                                          "source": "down",
+                                                          "children": []
+                                                        }
+                                                      ]
+                                                    }
+                                                  ]
+                                                },
+                                                {
+                                                  "name": "Rapanui",
+                                                  "iso_1_code": null,
+                                                  "iso_3_code": null,
+                                                  "tokenizer": {
+                                                    "name": "tagalog",
+                                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                  },
+                                                  "source": "down",
+                                                  "children": [
+                                                    {
+                                                      "name": "Rapa Nui",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "rap",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    }
+                                                  ]
+                                                }
+                                              ]
+                                            },
+                                            {
+                                              "name": "Samoic-Outlier",
+                                              "iso_1_code": null,
+                                              "iso_3_code": null,
+                                              "tokenizer": {
+                                                "name": "tagalog",
+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                              },
+                                              "source": "down",
+                                              "children": [
+                                                {
+                                                  "name": "East Uvean-Niuafo\u2019ou",
+                                                  "iso_1_code": null,
+                                                  "iso_3_code": null,
+                                                  "tokenizer": {
+                                                    "name": "tagalog",
+                                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                  },
+                                                  "source": "down",
+                                                  "children": [
+                                                    {
+                                                      "name": "Niuatoputapu",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "nkp",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    },
+                                                    {
+                                                      "name": "Niuafo\u2019ou",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "num",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    },
+                                                    {
+                                                      "name": "Wallisian",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "wls",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    }
+                                                  ]
+                                                },
+                                                {
+                                                  "name": "Ellicean",
+                                                  "iso_1_code": null,
+                                                  "iso_3_code": null,
+                                                  "tokenizer": {
+                                                    "name": "tagalog",
+                                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                  },
+                                                  "source": "down",
+                                                  "children": [
+                                                    {
+                                                      "name": "Kapingamarangi",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "kpg",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    },
+                                                    {
+                                                      "name": "Takuu",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "nho",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    },
+                                                    {
+                                                      "name": "Nukuoro",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "nkr",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    },
+                                                    {
+                                                      "name": "Nukumanu",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "nuq",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    },
+                                                    {
+                                                      "name": "Nukeria",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "nur",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    },
+                                                    {
+                                                      "name": "Ontong Java",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "ojv",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    },
+                                                    {
+                                                      "name": "Sikaiana",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "sky",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    },
+                                                    {
+                                                      "name": "Tuvaluan",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "tvl",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    }
+                                                  ]
+                                                },
+                                                {
+                                                  "name": "Futunic",
+                                                  "iso_1_code": null,
+                                                  "iso_3_code": null,
+                                                  "tokenizer": {
+                                                    "name": "tagalog",
+                                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                  },
+                                                  "source": "down",
+                                                  "children": [
+                                                    {
+                                                      "name": "Anuta",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "aud",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    },
+                                                    {
+                                                      "name": "Futuna, East",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "fud",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    },
+                                                    {
+                                                      "name": "Futuna-Aniwa",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "fut",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    },
+                                                    {
+                                                      "name": "Emae",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "mmw",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    },
+                                                    {
+                                                      "name": "Rennell-Bellona",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "mnv",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    },
+                                                    {
+                                                      "name": "Mele-Fila",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "mxe",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    },
+                                                    {
+                                                      "name": "Vaeakau-Taumako",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "piv",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    },
+                                                    {
+                                                      "name": "Tikopia",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "tkp",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    },
+                                                    {
+                                                      "name": "Fagauvea",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "uve",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    }
+                                                  ]
+                                                },
+                                                {
+                                                  "name": "Pukapuka",
+                                                  "iso_1_code": null,
+                                                  "iso_3_code": null,
+                                                  "tokenizer": {
+                                                    "name": "tagalog",
+                                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                  },
+                                                  "source": "down",
+                                                  "children": [
+                                                    {
+                                                      "name": "Pukapuka",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "pkp",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    }
+                                                  ]
+                                                },
+                                                {
+                                                  "name": "Samoan",
+                                                  "iso_1_code": null,
+                                                  "iso_3_code": null,
+                                                  "tokenizer": {
+                                                    "name": "tagalog",
+                                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                  },
+                                                  "source": "down",
+                                                  "children": [
+                                                    {
+                                                      "name": "Samoan",
+                                                      "iso_1_code": "sm",
+                                                      "iso_3_code": "smo",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    }
+                                                  ]
+                                                },
+                                                {
+                                                  "name": "Tokelauan",
+                                                  "iso_1_code": null,
+                                                  "iso_3_code": null,
+                                                  "tokenizer": {
+                                                    "name": "tagalog",
+                                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                  },
+                                                  "source": "down",
+                                                  "children": [
+                                                    {
+                                                      "name": "Tokelauan",
+                                                      "iso_1_code": null,
+                                                      "iso_3_code": "tkl",
+                                                      "tokenizer": {
+                                                        "name": "tagalog",
+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                      },
+                                                      "source": "down",
+                                                      "children": []
+                                                    }
+                                                  ]
+                                                }
+                                              ]
+                                            }
+                                          ]
+                                        },
+                                        {
+                                          "name": "Tongic",
+                                          "iso_1_code": null,
+                                          "iso_3_code": null,
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": [
+                                            {
+                                              "name": "Niue",
+                                              "iso_1_code": null,
+                                              "iso_3_code": "niu",
+                                              "tokenizer": {
+                                                "name": "tagalog",
+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                              },
+                                              "source": "down",
+                                              "children": []
+                                            },
+                                            {
+                                              "name": "Tongan",
+                                              "iso_1_code": "to",
+                                              "iso_3_code": "ton",
+                                              "tokenizer": {
+                                                "name": "tagalog",
+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                              },
+                                              "source": "down",
+                                              "children": []
+                                            }
+                                          ]
+                                        }
+                                      ]
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "West Fijian-Rotuman",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "Rotuman",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
+                                        {
+                                          "name": "Rotuman",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "rtm",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "West Fijian",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
+                                        {
+                                          "name": "Namosi-Naitasiri-Serua",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "bwb",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Fijian, Western",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "wyy",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
+                                      ]
+                                    }
+                                  ]
+                                }
+                              ]
+                            },
+                            {
+                              "name": "Loyalty Islands",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Drehu",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "dhv",
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Iaai",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "iai",
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Nengone",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "nen",
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                }
+                              ]
+                            },
+                            {
+                              "name": "Micronesian",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Micronesian Proper",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "Ikiribati",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
+                                        {
+                                          "name": "Kiribati",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "gil",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "Kusaiean",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
+                                        {
+                                          "name": "Kosraean",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "kos",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "Marshallese",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
+                                        {
+                                          "name": "Marshallese",
+                                          "iso_1_code": "mh",
+                                          "iso_3_code": "mah",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "Pohnpeic-Chuukic",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
+                                        {
+                                          "name": "Chuukic",
+                                          "iso_1_code": null,
+                                          "iso_3_code": null,
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": [
+                                            {
+                                              "name": "Carolinian",
+                                              "iso_1_code": null,
+                                              "iso_3_code": "cal",
+                                              "tokenizer": {
+                                                "name": "tagalog",
+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                              },
+                                              "source": "down",
+                                              "children": []
+                                            },
+                                            {
+                                              "name": "Chuukese",
+                                              "iso_1_code": null,
+                                              "iso_3_code": "chk",
+                                              "tokenizer": {
+                                                "name": "tagalog",
+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                              },
+                                              "source": "down",
+                                              "children": []
+                                            },
+                                            {
+                                              "name": "Mapia",
+                                              "iso_1_code": null,
+                                              "iso_3_code": "mpy",
+                                              "tokenizer": {
+                                                "name": "tagalog",
+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                              },
+                                              "source": "down",
+                                              "children": []
+                                            },
+                                            {
+                                              "name": "Mortlockese",
+                                              "iso_1_code": null,
+                                              "iso_3_code": "mrl",
+                                              "tokenizer": {
+                                                "name": "tagalog",
+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                              },
+                                              "source": "down",
+                                              "children": []
+                                            },
+                                            {
+                                              "name": "Namonuito",
+                                              "iso_1_code": null,
+                                              "iso_3_code": "nmt",
+                                              "tokenizer": {
+                                                "name": "tagalog",
+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                              },
+                                              "source": "down",
+                                              "children": []
+                                            },
+                                            {
+                                              "name": "P\u00e1\u00e1fang",
+                                              "iso_1_code": null,
+                                              "iso_3_code": "pfa",
+                                              "tokenizer": {
+                                                "name": "tagalog",
+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                              },
+                                              "source": "down",
+                                              "children": []
+                                            },
+                                            {
+                                              "name": "Puluwatese",
+                                              "iso_1_code": null,
+                                              "iso_3_code": "puw",
+                                              "tokenizer": {
+                                                "name": "tagalog",
+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                              },
+                                              "source": "down",
+                                              "children": []
+                                            },
+                                            {
+                                              "name": "Sonsorolese",
+                                              "iso_1_code": null,
+                                              "iso_3_code": "sov",
+                                              "tokenizer": {
+                                                "name": "tagalog",
+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                              },
+                                              "source": "down",
+                                              "children": []
+                                            },
+                                            {
+                                              "name": "Satawalese",
+                                              "iso_1_code": null,
+                                              "iso_3_code": "stw",
+                                              "tokenizer": {
+                                                "name": "tagalog",
+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                              },
+                                              "source": "down",
+                                              "children": []
+                                            },
+                                            {
+                                              "name": "Tobian",
+                                              "iso_1_code": null,
+                                              "iso_3_code": "tox",
+                                              "tokenizer": {
+                                                "name": "tagalog",
+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                              },
+                                              "source": "down",
+                                              "children": []
+                                            },
+                                            {
+                                              "name": "Tanapag",
+                                              "iso_1_code": null,
+                                              "iso_3_code": "tpv",
+                                              "tokenizer": {
+                                                "name": "tagalog",
+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                              },
+                                              "source": "down",
+                                              "children": []
+                                            },
+                                            {
+                                              "name": "Ulithian",
+                                              "iso_1_code": null,
+                                              "iso_3_code": "uli",
+                                              "tokenizer": {
+                                                "name": "tagalog",
+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                              },
+                                              "source": "down",
+                                              "children": []
+                                            },
+                                            {
+                                              "name": "Woleaian",
+                                              "iso_1_code": null,
+                                              "iso_3_code": "woe",
+                                              "tokenizer": {
+                                                "name": "tagalog",
+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                              },
+                                              "source": "down",
+                                              "children": []
+                                            }
+                                          ]
+                                        },
+                                        {
+                                          "name": "Pohnpeic",
+                                          "iso_1_code": null,
+                                          "iso_3_code": null,
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": [
+                                            {
+                                              "name": "Mokilese",
+                                              "iso_1_code": null,
+                                              "iso_3_code": "mkj",
+                                              "tokenizer": {
+                                                "name": "tagalog",
+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                              },
+                                              "source": "down",
+                                              "children": []
+                                            },
+                                            {
+                                              "name": "Pingelapese",
+                                              "iso_1_code": null,
+                                              "iso_3_code": "pif",
+                                              "tokenizer": {
+                                                "name": "tagalog",
+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                              },
+                                              "source": "down",
+                                              "children": []
+                                            },
+                                            {
+                                              "name": "Pohnpeian",
+                                              "iso_1_code": null,
+                                              "iso_3_code": "pon",
+                                              "tokenizer": {
+                                                "name": "tagalog",
+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                              },
+                                              "source": "down",
+                                              "children": []
+                                            }
+                                          ]
+                                        }
+                                      ]
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "Nauruan",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "Nauruan",
+                                      "iso_1_code": "na",
+                                      "iso_3_code": "nau",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            },
+                            {
+                              "name": "New Caledonian",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Haekic",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "Haeke",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "aek",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "Northern",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "Haveke",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "hvk",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Vamale",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "mkt",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Central",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
+                                        {
+                                          "name": "Cemuh\u00ee",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "cam",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Paic\u00ee",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "pri",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "Extreme Northern",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
+                                        {
+                                          "name": "Caac",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "msq",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "N\u00eal\u00eamwa-Nixumwak",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "nee",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Yuanga",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "nua",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Nyel\u00e2yu",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "yly",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "North",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tagalog",
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+                                          "name": "Lonwolwol",
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                        {
+                                          "name": "Fanbak",
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+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "name": "Hiw",
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+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
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+                                        },
+                                        {
+                                          "name": "Koro",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "krf",
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+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "source": "down",
+                                          "children": []
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+                                        {
+                                          "name": "Lo-Toga",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "lht",
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+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "source": "down",
+                                          "children": []
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+                                        {
+                                          "name": "Lakon",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "lkn",
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+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "source": "down",
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+                                          "name": "Hano",
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+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "name": "Lemerig",
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+                                          "iso_3_code": "lrz",
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+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                        {
+                                          "name": "Mwotlap",
+                                          "iso_1_code": null,
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "name": "Ambrym, North",
+                                          "iso_1_code": null,
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+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "source": "down",
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+                                        {
+                                          "name": "Marino",
+                                          "iso_1_code": null,
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+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "source": "down",
+                                          "children": []
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+                                        {
+                                          "name": "Mwerlap",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "mrm",
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+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
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+                                        {
+                                          "name": "Vur\u00ebs",
+                                          "iso_1_code": null,
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "source": "down",
+                                          "children": []
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+                                        {
+                                          "name": "Mota",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "mtt",
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
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+                                        {
+                                          "name": "Maewo, Central",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "mwo",
+                                          "tokenizer": {
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                        {
+                                          "name": "Ambae, West",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "nnd",
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+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "children": []
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+                                        {
+                                          "name": "Olrat",
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+                                          "iso_3_code": "olr",
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+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
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+                                        {
+                                          "name": "Ambae, East",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "omb",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
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+                                        {
+                                          "name": "Paama",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "pma",
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+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Port Vato",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "ptv",
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+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "children": []
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+                                        {
+                                          "name": "Sa",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "sax",
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+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "name": "Ske",
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+                                          "iso_3_code": "ske",
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "name": "Sowa",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "sww",
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "children": []
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+                                          "name": "Nume",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "tgs",
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "name": "Lehali",
+                                          "iso_1_code": null,
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "name": "Ambrym, Southeast",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "tvk",
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "children": []
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+                                          "name": "L\u00f6y\u00f6p",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "urr",
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                        {
+                                          "name": "Vera\u2019a",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "vra",
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "children": []
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+                                        {
+                                          "name": "Dorig",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "wwo",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "source": "down",
+                                          "children": []
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+                                      "iso_3_code": null,
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+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "name": "Bieria-Maii",
+                                          "iso_1_code": null,
+                                          "iso_3_code": null,
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                              "name": "Bieria",
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+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                              "name": "Maii",
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+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "iso_1_code": null,
+                                          "iso_3_code": null,
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                                  },
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+                                                  "name": "Lewo",
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+                                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                      "name": "Malekula Coastal",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
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+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "name": "Maskelynes",
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+                                          "name": "Malua Bay",
+                                          "iso_1_code": null,
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+                                          "tokenizer": {
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "name": "Na\u2019ahai",
+                                          "iso_1_code": null,
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "name": "Unua",
+                                          "iso_1_code": null,
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+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "name": "Rerep",
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "name": "Nahavaq",
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "name": "Uripiv-Wala-Rano-Atchin",
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "name": "Vao",
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "name": "Banam Bay",
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+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "source": "down",
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+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "name": "Soro-n Raki",
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+                                          "iso_3_code": "akr",
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "name": "Mafea",
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+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                              "name": "Teop",
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "name": "Niwer Mil",
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                          "name": "Warwar Feni",
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+                                          "name": "Konomala",
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+                                              "name": "Cheke Holo",
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                        "name": "tagalog",
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+                          "name": "Bikol, Northern Catanduanes",
+                          "iso_1_code": null,
+                          "iso_3_code": "cts",
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+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
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+                      ]
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+                    "name": "war",
+                    "tokenizer": "IndicNLPTokenizer(\"war\")"
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+                        "name": "war",
+                        "tokenizer": "IndicNLPTokenizer(\"war\")"
+                      },
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+                          "name": "Bantoanon",
+                          "iso_1_code": null,
+                          "iso_3_code": "bno",
+                          "tokenizer": {
+                            "name": "war",
+                            "tokenizer": "IndicNLPTokenizer(\"war\")"
+                          },
+                          "source": "down",
+                          "children": []
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+                      ]
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+                      "iso_3_code": null,
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+                        "name": "war",
+                        "tokenizer": "IndicNLPTokenizer(\"war\")"
+                      },
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+                        {
+                          "name": "Cebuano",
+                          "iso_1_code": null,
+                          "iso_3_code": "ceb",
+                          "tokenizer": {
+                            "name": "war",
+                            "tokenizer": "IndicNLPTokenizer(\"war\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Central",
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+                      "iso_3_code": null,
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+                        "name": "war",
+                        "tokenizer": "IndicNLPTokenizer(\"war\")"
+                      },
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+                      "children": [
+                        {
+                          "name": "Bantayanon",
+                          "iso_1_code": null,
+                          "iso_3_code": "bfx",
+                          "tokenizer": {
+                            "name": "war",
+                            "tokenizer": "IndicNLPTokenizer(\"war\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Peripheral",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "war",
+                            "tokenizer": "IndicNLPTokenizer(\"war\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Ati",
+                              "iso_1_code": null,
+                              "iso_3_code": "atk",
+                              "tokenizer": {
+                                "name": "war",
+                                "tokenizer": "IndicNLPTokenizer(\"war\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Capiznon",
+                              "iso_1_code": null,
+                              "iso_3_code": "cps",
+                              "tokenizer": {
+                                "name": "war",
+                                "tokenizer": "IndicNLPTokenizer(\"war\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Hiligaynon",
+                              "iso_1_code": null,
+                              "iso_3_code": "hil",
+                              "tokenizer": {
+                                "name": "war",
+                                "tokenizer": "IndicNLPTokenizer(\"war\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Masbatenyo",
+                              "iso_1_code": null,
+                              "iso_3_code": "msb",
+                              "tokenizer": {
+                                "name": "war",
+                                "tokenizer": "IndicNLPTokenizer(\"war\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Porohanon",
+                              "iso_1_code": null,
+                              "iso_3_code": "prh",
+                              "tokenizer": {
+                                "name": "war",
+                                "tokenizer": "IndicNLPTokenizer(\"war\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Romblon",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "war",
+                            "tokenizer": "IndicNLPTokenizer(\"war\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Romblomanon",
+                              "iso_1_code": null,
+                              "iso_3_code": "rol",
+                              "tokenizer": {
+                                "name": "war",
+                                "tokenizer": "IndicNLPTokenizer(\"war\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Warayan",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "war",
+                            "tokenizer": "IndicNLPTokenizer(\"war\")"
+                          },
+                          "source": "bottom",
+                          "children": [
+                            {
+                              "name": "Sorsoganon, Northern",
+                              "iso_1_code": null,
+                              "iso_3_code": "bks",
+                              "tokenizer": {
+                                "name": "war",
+                                "tokenizer": "IndicNLPTokenizer(\"war\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Baybayanon",
+                              "iso_1_code": null,
+                              "iso_3_code": "bvy",
+                              "tokenizer": {
+                                "name": "war",
+                                "tokenizer": "IndicNLPTokenizer(\"war\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Kinabalian",
+                              "iso_1_code": null,
+                              "iso_3_code": "cbw",
+                              "tokenizer": {
+                                "name": "war",
+                                "tokenizer": "IndicNLPTokenizer(\"war\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Gubat",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "war",
+                                "tokenizer": "IndicNLPTokenizer(\"war\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Sorsoganon, Southern",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "srv",
+                                  "tokenizer": {
+                                    "name": "war",
+                                    "tokenizer": "IndicNLPTokenizer(\"war\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                }
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+                            {
+                              "name": "Samar-Waray",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "war",
+                                "tokenizer": "IndicNLPTokenizer(\"war\")"
+                              },
+                              "source": "bottom",
+                              "children": [
+                                {
+                                  "name": "Waray-Waray",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "war",
+                                  "tokenizer": {
+                                    "name": "war",
+                                    "tokenizer": "IndicNLPTokenizer(\"war\")"
+                                  },
+                                  "source": "own",
+                                  "children": []
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+                        "name": "war",
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+                      },
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+                          "name": "Surigaonon",
+                          "iso_1_code": null,
+                          "iso_3_code": "sgd",
+                          "tokenizer": {
+                            "name": "war",
+                            "tokenizer": "IndicNLPTokenizer(\"war\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Tandaganon",
+                          "iso_1_code": null,
+                          "iso_3_code": "tgn",
+                          "tokenizer": {
+                            "name": "war",
+                            "tokenizer": "IndicNLPTokenizer(\"war\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Butuan-Tausug",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "war",
+                            "tokenizer": "IndicNLPTokenizer(\"war\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Butuanon",
+                              "iso_1_code": null,
+                              "iso_3_code": "btw",
+                              "tokenizer": {
+                                "name": "war",
+                                "tokenizer": "IndicNLPTokenizer(\"war\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Tausug",
+                              "iso_1_code": null,
+                              "iso_3_code": "tsg",
+                              "tokenizer": {
+                                "name": "war",
+                                "tokenizer": "IndicNLPTokenizer(\"war\")"
+                              },
+                              "source": "down",
+                              "children": []
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+                        "name": "war",
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+                      },
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+                        {
+                          "name": "Caluyanun",
+                          "iso_1_code": null,
+                          "iso_3_code": "clu",
+                          "tokenizer": {
+                            "name": "war",
+                            "tokenizer": "IndicNLPTokenizer(\"war\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Aklan",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "war",
+                            "tokenizer": "IndicNLPTokenizer(\"war\")"
+                          },
+                          "source": "down",
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+                            {
+                              "name": "Aklanon",
+                              "iso_1_code": null,
+                              "iso_3_code": "akl",
+                              "tokenizer": {
+                                "name": "war",
+                                "tokenizer": "IndicNLPTokenizer(\"war\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Malaynon",
+                              "iso_1_code": null,
+                              "iso_3_code": "mlz",
+                              "tokenizer": {
+                                "name": "war",
+                                "tokenizer": "IndicNLPTokenizer(\"war\")"
+                              },
+                              "source": "down",
+                              "children": []
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+                        },
+                        {
+                          "name": "Kinarayan",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "war",
+                            "tokenizer": "IndicNLPTokenizer(\"war\")"
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+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Kinaray-a",
+                              "iso_1_code": null,
+                              "iso_3_code": "krj",
+                              "tokenizer": {
+                                "name": "war",
+                                "tokenizer": "IndicNLPTokenizer(\"war\")"
+                              },
+                              "source": "down",
+                              "children": []
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+                        },
+                        {
+                          "name": "Kuyan",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "war",
+                            "tokenizer": "IndicNLPTokenizer(\"war\")"
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+                          "source": "down",
+                          "children": [
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+                              "name": "Ratagnon",
+                              "iso_1_code": null,
+                              "iso_3_code": "btn",
+                              "tokenizer": {
+                                "name": "war",
+                                "tokenizer": "IndicNLPTokenizer(\"war\")"
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+                              "source": "down",
+                              "children": []
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+                            {
+                              "name": "Cuyonon",
+                              "iso_1_code": null,
+                              "iso_3_code": "cyo",
+                              "tokenizer": {
+                                "name": "war",
+                                "tokenizer": "IndicNLPTokenizer(\"war\")"
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+                              "source": "down",
+                              "children": []
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+                          "name": "North Central",
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+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "war",
+                            "tokenizer": "IndicNLPTokenizer(\"war\")"
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+                          "source": "down",
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+                              "name": "Inonhan",
+                              "iso_1_code": null,
+                              "iso_3_code": "loc",
+                              "tokenizer": {
+                                "name": "war",
+                                "tokenizer": "IndicNLPTokenizer(\"war\")"
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+                              "source": "down",
+                              "children": []
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+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                        {
+                          "name": "Davawenyo",
+                          "iso_1_code": null,
+                          "iso_3_code": "daw",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                          "source": "down",
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+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                          "name": "Mandaya",
+                          "iso_1_code": null,
+                          "iso_3_code": "mry",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                          "source": "down",
+                          "children": []
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+                        {
+                          "name": "Mansaka",
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+                          "iso_3_code": "msk",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                          "name": "Kamayo",
+                          "iso_1_code": null,
+                          "iso_3_code": "kyk",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                          "name": "Tagakolu",
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+                          "iso_3_code": "klg",
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+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                        {
+                          "name": "Kalagan, Kagan",
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+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                          "children": []
+                        },
+                        {
+                          "name": "Kalagan",
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+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                          "source": "down",
+                          "children": []
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+                        "name": "tagalog",
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+                        "tokenizer": "SpaCyTokenizer(\"id\")"
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+                        "tokenizer": "SpaCyTokenizer(\"ms\")"
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+                        "tokenizer": "SpaCyTokenizer(\"ms\")"
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+                        "name": "malay",
+                        "tokenizer": "SpaCyTokenizer(\"ms\")"
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+                        "tokenizer": "SpaCyTokenizer(\"ms\")"
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+                        "name": "malay",
+                        "tokenizer": "SpaCyTokenizer(\"ms\")"
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+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                              "children": []
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+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
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+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kimaragang",
+                          "iso_1_code": null,
+                          "iso_3_code": "kqr",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kadazan, Klias River",
+                          "iso_1_code": null,
+                          "iso_3_code": "kqt",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Tobilung",
+                          "iso_1_code": null,
+                          "iso_3_code": "tgb",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Central",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Kadazan Dusun",
+                              "iso_1_code": null,
+                              "iso_3_code": "dtp",
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Sugut Dusun",
+                              "iso_1_code": null,
+                              "iso_3_code": "kzs",
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Minokok",
+                              "iso_1_code": null,
+                              "iso_3_code": "mqq",
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Eastern",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Kadazan, Labuk-Kinabatangan",
+                              "iso_1_code": null,
+                              "iso_3_code": "dtb",
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Unclassified",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Dumpas",
+                          "iso_1_code": null,
+                          "iso_3_code": "dmv",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "Ida\u2019an",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "tagalog",
+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Ida\u2019an",
+                      "iso_1_code": null,
+                      "iso_3_code": "dbj",
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Murutic",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "tagalog",
+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Murut",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Okolod",
+                          "iso_1_code": null,
+                          "iso_3_code": "kqv",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Murut, Keningau",
+                          "iso_1_code": null,
+                          "iso_3_code": "kxi",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Murut, Tahol",
+                          "iso_1_code": null,
+                          "iso_3_code": "mvv",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Murut, Paluan",
+                          "iso_1_code": null,
+                          "iso_3_code": "plz",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Murut, Selungai",
+                          "iso_1_code": null,
+                          "iso_3_code": "slg",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Murut, Timugon",
+                          "iso_1_code": null,
+                          "iso_3_code": "tih",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Northern",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Murut, Bookan",
+                          "iso_1_code": null,
+                          "iso_3_code": "bnb",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Southern",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Murut, Kalabakan",
+                          "iso_1_code": null,
+                          "iso_3_code": "kve",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Murut, Sembakung",
+                          "iso_1_code": null,
+                          "iso_3_code": "sbr",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Tidung",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Tidung, Southern",
+                          "iso_1_code": null,
+                          "iso_3_code": "itd",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Tidung, Northern",
+                          "iso_1_code": null,
+                          "iso_3_code": "ntd",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Murut, Serudung",
+                          "iso_1_code": null,
+                          "iso_3_code": "srk",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Unclassified",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Papar",
+                          "iso_1_code": null,
+                          "iso_3_code": "dpp",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Gana",
+                          "iso_1_code": null,
+                          "iso_3_code": "gnq",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "Paitanic",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "tagalog",
+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Abai Sungai",
+                      "iso_1_code": null,
+                      "iso_3_code": "abf",
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Tombonuo",
+                      "iso_1_code": null,
+                      "iso_3_code": "txa",
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Upper Kinabatangan",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Kinabatangan, Upper",
+                          "iso_1_code": null,
+                          "iso_3_code": "dmg",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Lobu, Tampias",
+                          "iso_1_code": null,
+                          "iso_3_code": "low",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Lobu, Lanas",
+                          "iso_1_code": null,
+                          "iso_3_code": "ruu",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "Unclassified",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "tagalog",
+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Tatana",
+                      "iso_1_code": null,
+                      "iso_3_code": "txx",
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "North Mangyan",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Alangan",
+              "iso_1_code": null,
+              "iso_3_code": "alj",
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Iraya",
+              "iso_1_code": null,
+              "iso_3_code": "iry",
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Tadyawan",
+              "iso_1_code": null,
+              "iso_3_code": "tdy",
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Northern Luzon",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Arta",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Arta",
+                  "iso_1_code": null,
+                  "iso_3_code": "atz",
+                  "tokenizer": {
+                    "name": "tagalog",
+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Ilocano",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Ilocano",
+                  "iso_1_code": null,
+                  "iso_3_code": "ilo",
+                  "tokenizer": {
+                    "name": "tagalog",
+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Meso-Cordilleran",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Alta",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "tagalog",
+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Alta, Southern",
+                      "iso_1_code": null,
+                      "iso_3_code": "agy",
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Alta, Northern",
+                      "iso_1_code": null,
+                      "iso_3_code": "aqn",
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "South-Central Cordilleran",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "tagalog",
+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Central Cordilleran",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Isinai",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Isinay",
+                              "iso_1_code": null,
+                              "iso_3_code": "inn",
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "North Central Cordilleran",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Kalinga-Itneg",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Itneg",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "Itneg, Binongan",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "itb",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Itneg, Inlaud",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "iti",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Itneg, Maeng",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "itt",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Itneg, Moyadan",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "ity",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Itneg, Masadiit",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "tis",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "Kalinga",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "Kalinga, Vanaw",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "bjx",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Kalinga, Mabaka Valley",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "kkg",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Kalinga, Majukayang",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "kmd",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Kalinga, Limos",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "kmk",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Kalinga, Tanudan",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "kml",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Kalinga, Lubuagan",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "knb",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Kalinga, Southern",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "ksc",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Kalinga, Butbut",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "kyb",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            },
+                            {
+                              "name": "Nuclear Cordilleran",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Balangaw",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "Balangao",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "blw",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "Bontok-Kankanay",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "Bontok",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
+                                        {
+                                          "name": "Bontok, Eastern",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "ebk",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Bontok, Central",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "lbk",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Bontok, Southern",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "obk",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Bontok, Northern",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "rbk",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Bontok, Southwestern",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "vbk",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "Kankanay",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
+                                        {
+                                          "name": "Kankanaey",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "kne",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Kankanay, Northern",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "xnn",
+                                          "tokenizer": {
+                                            "name": "tagalog",
+                                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
+                                      ]
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "Ifugaw",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "Ifugao, Amganad",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "ifa",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Ifugao, Batad",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "ifb",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Ifugao, Tuwali",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "ifk",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Ifugao, Mayoyao",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "ifu",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Southern Cordilleran",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Ilongot",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Bogkalot",
+                              "iso_1_code": null,
+                              "iso_3_code": "ilk",
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "West Southern Cordilleran",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Pangasinan",
+                              "iso_1_code": null,
+                              "iso_3_code": "pag",
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Nuclear Southern Cordilleran",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Ibaloy",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "Ibaloi",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "ibl",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "I-wak",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "iwk",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "Kallahan",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "Kallahan, Keley-i",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "ify",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Kalanguya",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "kak",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "Karaw",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "tagalog",
+                                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "Karao",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "kyj",
+                                      "tokenizer": {
+                                        "name": "tagalog",
+                                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            }
+                          ]
+                        }
+                      ]
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Northern Cordilleran",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Cagayan Valley",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "tagalog",
+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Ibanagic",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Atta, Pudtol",
+                          "iso_1_code": null,
+                          "iso_3_code": "atp",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Atta, Pamplona",
+                          "iso_1_code": null,
+                          "iso_3_code": "att",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Atta, Faire",
+                          "iso_1_code": null,
+                          "iso_3_code": "azt",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Ibanag",
+                          "iso_1_code": null,
+                          "iso_3_code": "ibg",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Itawit",
+                          "iso_1_code": null,
+                          "iso_3_code": "itv",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Yogad",
+                          "iso_1_code": null,
+                          "iso_3_code": "yog",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Gaddangic",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Agta, Central Cagayan",
+                              "iso_1_code": null,
+                              "iso_3_code": "agt",
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Gaddang",
+                              "iso_1_code": null,
+                              "iso_3_code": "gad",
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Ga\ua78cdang",
+                              "iso_1_code": null,
+                              "iso_3_code": "gdg",
+                              "tokenizer": {
+                                "name": "tagalog",
+                                "tokenizer": "SpaCyTokenizer(\"tl\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Isnag",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Isnag",
+                          "iso_1_code": null,
+                          "iso_3_code": "isd",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Adasen",
+                          "iso_1_code": null,
+                          "iso_3_code": "tiu",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "Northeastern Luzon",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "tagalog",
+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Agta, Pahanan",
+                      "iso_1_code": null,
+                      "iso_3_code": "apf",
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Paranan",
+                      "iso_1_code": null,
+                      "iso_3_code": "prf",
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Northern",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Agta, Casiguran Dumagat",
+                          "iso_1_code": null,
+                          "iso_3_code": "dgc",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Agta, Dupaninan",
+                          "iso_1_code": null,
+                          "iso_3_code": "duo",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Agta, Dicamay",
+                          "iso_1_code": null,
+                          "iso_3_code": "duy",
+                          "tokenizer": {
+                            "name": "tagalog",
+                            "tokenizer": "SpaCyTokenizer(\"tl\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kasiguranin",
+                          "iso_1_code": null,
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+                  "children": []
+                },
+                {
+                  "name": "Seko Padang",
+                  "iso_1_code": null,
+                  "iso_3_code": "skx",
+                  "tokenizer": {
+                    "name": "tagalog",
+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Panasuan",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "tagalog",
+                    "tokenizer": "SpaCyTokenizer(\"tl\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Budong-Budong",
+                      "iso_1_code": null,
+                      "iso_3_code": "bdx",
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Panasuan",
+                      "iso_1_code": null,
+                      "iso_3_code": "psn",
+                      "tokenizer": {
+                        "name": "tagalog",
+                        "tokenizer": "SpaCyTokenizer(\"tl\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Sundanese",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Badui",
+              "iso_1_code": null,
+              "iso_3_code": "bac",
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Sunda",
+              "iso_1_code": "su",
+              "iso_3_code": "sun",
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Unclassified",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Bulungan",
+              "iso_1_code": null,
+              "iso_3_code": "blj",
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Gorap",
+              "iso_1_code": null,
+              "iso_3_code": "goq",
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Northwest Formosan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "tagalog",
+        "tokenizer": "SpaCyTokenizer(\"tl\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Pazeh",
+          "iso_1_code": null,
+          "iso_3_code": "pzh",
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Kulon",
+          "iso_1_code": null,
+          "iso_3_code": "uon",
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Saisiyat",
+          "iso_1_code": null,
+          "iso_3_code": "xsy",
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Paiwan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "tagalog",
+        "tokenizer": "SpaCyTokenizer(\"tl\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Paiwan",
+          "iso_1_code": null,
+          "iso_3_code": "pwn",
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Puyuma",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "tagalog",
+        "tokenizer": "SpaCyTokenizer(\"tl\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Puyuma",
+          "iso_1_code": null,
+          "iso_3_code": "pyu",
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Rukai",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "tagalog",
+        "tokenizer": "SpaCyTokenizer(\"tl\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Rukai",
+          "iso_1_code": null,
+          "iso_3_code": "dru",
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Tsouic",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "tagalog",
+        "tokenizer": "SpaCyTokenizer(\"tl\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Saaroa",
+          "iso_1_code": null,
+          "iso_3_code": "sxr",
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Tsou",
+          "iso_1_code": null,
+          "iso_3_code": "tsu",
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Kanakanabu",
+          "iso_1_code": null,
+          "iso_3_code": "xnb",
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Unclassified",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "tagalog",
+        "tokenizer": "SpaCyTokenizer(\"tl\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Ketangalan",
+          "iso_1_code": null,
+          "iso_3_code": "kae",
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Western Plains",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "tagalog",
+        "tokenizer": "SpaCyTokenizer(\"tl\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Central Western Plains",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Babuza",
+              "iso_1_code": null,
+              "iso_3_code": "bzg",
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Papora-Hoanya",
+              "iso_1_code": null,
+              "iso_3_code": "ppu",
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Thao",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "tagalog",
+            "tokenizer": "SpaCyTokenizer(\"tl\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Thao",
+              "iso_1_code": null,
+              "iso_3_code": "ssf",
+              "tokenizer": {
+                "name": "tagalog",
+                "tokenizer": "SpaCyTokenizer(\"tl\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Aymaran.json b/data/Aymaran.json
new file mode 100644
index 0000000000000000000000000000000000000000..d1d67739b5d3ef7e44a40188e09e578b01141b86
--- /dev/null
+++ b/data/Aymaran.json
@@ -0,0 +1,51 @@
+{
+  "name": "Aymaran",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Aymara",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Aymara, Southern",
+          "iso_1_code": "ay",
+          "iso_3_code": "ayc",
+          "tokenizer": null,
+          "source": "macrolanguage",
+          "children": []
+        },
+        {
+          "name": "Aymara, Central",
+          "iso_1_code": "ay",
+          "iso_3_code": "ayr",
+          "tokenizer": null,
+          "source": "macrolanguage",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Tupe",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Jaqaru",
+          "iso_1_code": null,
+          "iso_3_code": "jqr",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Barbacoan.json b/data/Barbacoan.json
new file mode 100644
index 0000000000000000000000000000000000000000..401257a14f2f636d5dad4bcbc12992aa3acaff57
--- /dev/null
+++ b/data/Barbacoan.json
@@ -0,0 +1,51 @@
+{
+  "name": "Barbacoan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Northern",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Awa-Cuaiquer",
+          "iso_1_code": null,
+          "iso_3_code": "kwi",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Southern",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Chachi",
+          "iso_1_code": null,
+          "iso_3_code": "cbi",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Tsafiki",
+          "iso_1_code": null,
+          "iso_3_code": "cof",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Bayono-Awbono.json b/data/Bayono-Awbono.json
new file mode 100644
index 0000000000000000000000000000000000000000..58784c6abc381f9a3c7654f710527a50402eda73
--- /dev/null
+++ b/data/Bayono-Awbono.json
@@ -0,0 +1,25 @@
+{
+  "name": "Bayono-Awbono",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Awbono",
+      "iso_1_code": null,
+      "iso_3_code": "awh",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Bayono",
+      "iso_1_code": null,
+      "iso_3_code": "byl",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Border.json b/data/Border.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d67bc48a6559a150a2f0e8402cd99c95a93ff78
--- /dev/null
+++ b/data/Border.json
@@ -0,0 +1,156 @@
+{
+  "name": "Border",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Bewani",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Ainbai",
+          "iso_1_code": null,
+          "iso_3_code": "aic",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kilmeri",
+          "iso_1_code": null,
+          "iso_3_code": "kih",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Ningera",
+          "iso_1_code": null,
+          "iso_3_code": "nby",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Pagi",
+          "iso_1_code": null,
+          "iso_3_code": "pgi",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Umeda",
+          "iso_1_code": null,
+          "iso_3_code": "upi",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Taikat",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Taikat",
+          "iso_1_code": null,
+          "iso_3_code": "aos",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Awyi",
+          "iso_1_code": null,
+          "iso_3_code": "auw",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Waris",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Amanab",
+          "iso_1_code": null,
+          "iso_3_code": "amn",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Daonda",
+          "iso_1_code": null,
+          "iso_3_code": "dnd",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Imonda",
+          "iso_1_code": null,
+          "iso_3_code": "imn",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Manem",
+          "iso_1_code": null,
+          "iso_3_code": "jet",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Auwe",
+          "iso_1_code": null,
+          "iso_3_code": "smf",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Viid",
+          "iso_1_code": null,
+          "iso_3_code": "snu",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Sowanda",
+          "iso_1_code": null,
+          "iso_3_code": "sow",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Waris",
+          "iso_1_code": null,
+          "iso_3_code": "wrs",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Bororoan.json b/data/Bororoan.json
new file mode 100644
index 0000000000000000000000000000000000000000..430922759dfb6f346fcbf163e69de88f93645ad2
--- /dev/null
+++ b/data/Bororoan.json
@@ -0,0 +1,33 @@
+{
+  "name": "Bororoan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Bor\u00f4ro",
+      "iso_1_code": null,
+      "iso_3_code": "bor",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Otuke",
+      "iso_1_code": null,
+      "iso_3_code": "otu",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Umot\u00edna",
+      "iso_1_code": null,
+      "iso_3_code": "umo",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Botocudoan.json b/data/Botocudoan.json
new file mode 100644
index 0000000000000000000000000000000000000000..24e6b5f45dba3b77d64fb5e8d5def476b524545f
--- /dev/null
+++ b/data/Botocudoan.json
@@ -0,0 +1,17 @@
+{
+  "name": "Botocudoan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Krenak",
+      "iso_1_code": null,
+      "iso_3_code": "kqq",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Caddoan.json b/data/Caddoan.json
new file mode 100644
index 0000000000000000000000000000000000000000..569c8abf6dc27cfe0d4bec8355cadfb4b67110a1
--- /dev/null
+++ b/data/Caddoan.json
@@ -0,0 +1,76 @@
+{
+  "name": "Caddoan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Caddo",
+      "iso_1_code": null,
+      "iso_3_code": "cad",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Northern Caddoan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Wichita",
+          "iso_1_code": null,
+          "iso_3_code": "wic",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kitsai-Proto-Pawnee",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Kitsai",
+              "iso_1_code": null,
+              "iso_3_code": "kii",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Proto-Pawnee",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Arikara",
+                  "iso_1_code": null,
+                  "iso_3_code": "ari",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Pawnee",
+                  "iso_1_code": null,
+                  "iso_3_code": "paw",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Cahuapanan.json b/data/Cahuapanan.json
new file mode 100644
index 0000000000000000000000000000000000000000..121c410ba8c4b8ec5919f6ee2f1af4fb576544c4
--- /dev/null
+++ b/data/Cahuapanan.json
@@ -0,0 +1,25 @@
+{
+  "name": "Cahuapanan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Shawi",
+      "iso_1_code": null,
+      "iso_3_code": "cbt",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Jebero",
+      "iso_1_code": null,
+      "iso_3_code": "jeb",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Cariban.json b/data/Cariban.json
new file mode 100644
index 0000000000000000000000000000000000000000..040355c05cdaf1c944421bd1fe27d4f05a33edb6
--- /dev/null
+++ b/data/Cariban.json
@@ -0,0 +1,446 @@
+{
+  "name": "Cariban",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Carib",
+      "iso_1_code": null,
+      "iso_3_code": "car",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Central",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Apala\u00ed",
+          "iso_1_code": null,
+          "iso_3_code": "apy",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Cuman\u00e1",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Chaima",
+              "iso_1_code": null,
+              "iso_3_code": "ciy",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Cumanagoto",
+              "iso_1_code": null,
+              "iso_3_code": "cuo",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Makiritare",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Maquiritari",
+              "iso_1_code": null,
+              "iso_3_code": "mch",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Mapoyo-Yavarana",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Mapoyo",
+              "iso_1_code": null,
+              "iso_3_code": "mcg",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "P\u00e9mono",
+              "iso_1_code": null,
+              "iso_3_code": "pev",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tamanaku",
+              "iso_1_code": null,
+              "iso_3_code": "tmz",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Yabarana",
+              "iso_1_code": null,
+              "iso_3_code": "yar",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Wayana",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Kaxui\u00e2na",
+              "iso_1_code": null,
+              "iso_3_code": "kbb",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Wayana",
+              "iso_1_code": null,
+              "iso_3_code": "way",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Kashuyana",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Sikiana",
+          "iso_1_code": null,
+          "iso_3_code": "sik",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "North Amazonian",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Pem\u00f3n",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Pem\u00f3n proper",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Pemon",
+                  "iso_1_code": null,
+                  "iso_3_code": "aoc",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Macushi",
+                  "iso_1_code": null,
+                  "iso_3_code": "mbc",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Kapong",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Akawaio",
+                      "iso_1_code": null,
+                      "iso_3_code": "ake",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Patamona",
+                      "iso_1_code": null,
+                      "iso_3_code": "pbc",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Yawaper\u00ed",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Waimiri-Atroar\u00ed",
+              "iso_1_code": null,
+              "iso_3_code": "atr",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "South Amazonian",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "E\u2019\u00f1apa Woromaipu",
+          "iso_1_code": null,
+          "iso_3_code": "pbh",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Arara",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Arara, Par\u00e1",
+              "iso_1_code": null,
+              "iso_3_code": "aap",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Ikpeng",
+              "iso_1_code": null,
+              "iso_3_code": "txi",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Bakair\u00ed",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Bakair\u00ed",
+              "iso_1_code": null,
+              "iso_3_code": "bkq",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Amonap",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Kuik\u00faro-Kalap\u00e1lo",
+                  "iso_1_code": null,
+                  "iso_3_code": "kui",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Matipuhy",
+                  "iso_1_code": null,
+                  "iso_3_code": "mzo",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Tiriy\u00f3",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Salum\u00e1",
+          "iso_1_code": null,
+          "iso_3_code": "slj",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Karihona",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Carijona",
+              "iso_1_code": null,
+              "iso_3_code": "cbd",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Tiriy\u00f3",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Akurio",
+              "iso_1_code": null,
+              "iso_3_code": "ako",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tri\u00f3",
+              "iso_1_code": null,
+              "iso_3_code": "tri",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Waiwai",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Hixkary\u00e1na",
+          "iso_1_code": null,
+          "iso_3_code": "hix",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Waiwai",
+          "iso_1_code": null,
+          "iso_3_code": "waw",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Yukpa",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Yucpa-Yapreria",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Japreria",
+              "iso_1_code": null,
+              "iso_3_code": "jru",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Yukpa",
+              "iso_1_code": null,
+              "iso_3_code": "yup",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Central Solomons.json b/data/Central Solomons.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6bcd3aa2dd87009f093ca17e0f6187d01121a82
--- /dev/null
+++ b/data/Central Solomons.json	
@@ -0,0 +1,41 @@
+{
+  "name": "Central Solomons",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Bilua",
+      "iso_1_code": null,
+      "iso_3_code": "blb",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Lavukaleve",
+      "iso_1_code": null,
+      "iso_3_code": "lvk",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Savosavo",
+      "iso_1_code": null,
+      "iso_3_code": "svs",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Touo",
+      "iso_1_code": null,
+      "iso_3_code": "tqu",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Chapacuran.json b/data/Chapacuran.json
new file mode 100644
index 0000000000000000000000000000000000000000..7d6d0322737180d3673bfec17a2b1a4dbe80fa2d
--- /dev/null
+++ b/data/Chapacuran.json
@@ -0,0 +1,59 @@
+{
+  "name": "Chapacuran",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Itene",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Itene",
+          "iso_1_code": null,
+          "iso_3_code": "ite",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Tor\u00e1",
+          "iso_1_code": null,
+          "iso_3_code": "trz",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Wari",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Oro Win",
+          "iso_1_code": null,
+          "iso_3_code": "orw",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Paka\u00e1snovos",
+          "iso_1_code": null,
+          "iso_3_code": "pav",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Chibchan.json b/data/Chibchan.json
new file mode 100644
index 0000000000000000000000000000000000000000..e31ec365f398204e109f7d41a99cee8562ae1633
--- /dev/null
+++ b/data/Chibchan.json
@@ -0,0 +1,303 @@
+{
+  "name": "Chibchan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Chibchan A",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Boruca",
+          "iso_1_code": null,
+          "iso_3_code": "brn",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Teribe",
+          "iso_1_code": null,
+          "iso_3_code": "tfr",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Guaymi\u00edc",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Ng\u00e4bere",
+              "iso_1_code": null,
+              "iso_3_code": "gym",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Buglere",
+              "iso_1_code": null,
+              "iso_3_code": "sab",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Viceitic",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Bribri",
+              "iso_1_code": null,
+              "iso_3_code": "bzd",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Cab\u00e9car",
+              "iso_1_code": null,
+              "iso_3_code": "cjp",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Chibchan B",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Pech",
+          "iso_1_code": null,
+          "iso_3_code": "pay",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Eastern Chibchan",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Colombian",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Northern Colombian",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Chimila",
+                      "iso_1_code": null,
+                      "iso_3_code": "cbg",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Arhuacan",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": null,
+                      "source": null,
+                      "children": [
+                        {
+                          "name": "Kogi",
+                          "iso_1_code": null,
+                          "iso_3_code": "kog",
+                          "tokenizer": null,
+                          "source": null,
+                          "children": []
+                        },
+                        {
+                          "name": "Southern and Eastern Arhuacan",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": null,
+                          "source": null,
+                          "children": [
+                            {
+                              "name": "Arhuaco",
+                              "iso_1_code": null,
+                              "iso_3_code": "arh",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            },
+                            {
+                              "name": "Guamaca-Atanque",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": null,
+                              "source": null,
+                              "children": [
+                                {
+                                  "name": "Sanka",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "mbp",
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "Southern Colombian",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Bar\u00ed",
+                      "iso_1_code": null,
+                      "iso_3_code": "mot",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Cundicocuyese",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": null,
+                      "source": null,
+                      "children": [
+                        {
+                          "name": "Chibcha",
+                          "iso_1_code": null,
+                          "iso_3_code": "chb",
+                          "tokenizer": null,
+                          "source": null,
+                          "children": []
+                        },
+                        {
+                          "name": "Tunebo, Barro Negro",
+                          "iso_1_code": null,
+                          "iso_3_code": "tbn",
+                          "tokenizer": null,
+                          "source": null,
+                          "children": []
+                        },
+                        {
+                          "name": "Tunebo, Western",
+                          "iso_1_code": null,
+                          "iso_3_code": "tnb",
+                          "tokenizer": null,
+                          "source": null,
+                          "children": []
+                        },
+                        {
+                          "name": "Tunebo, Angosturas",
+                          "iso_1_code": null,
+                          "iso_3_code": "tnd",
+                          "tokenizer": null,
+                          "source": null,
+                          "children": []
+                        },
+                        {
+                          "name": "Tunebo, Central",
+                          "iso_1_code": null,
+                          "iso_3_code": "tuf",
+                          "tokenizer": null,
+                          "source": null,
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Cuna",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Kuna, San Blas",
+                  "iso_1_code": null,
+                  "iso_3_code": "cuk",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Kuna, Border",
+                  "iso_1_code": null,
+                  "iso_3_code": "kvn",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Votic",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Mal\u00e9ku Ja\u00edka",
+              "iso_1_code": null,
+              "iso_3_code": "gut",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Rama",
+              "iso_1_code": null,
+              "iso_3_code": "rma",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Chimakuan.json b/data/Chimakuan.json
new file mode 100644
index 0000000000000000000000000000000000000000..08548a9b115fa15ee7fd510e31d2044cbbe7988b
--- /dev/null
+++ b/data/Chimakuan.json
@@ -0,0 +1,25 @@
+{
+  "name": "Chimakuan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Quileute",
+      "iso_1_code": null,
+      "iso_3_code": "qui",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Chemakum",
+      "iso_1_code": null,
+      "iso_3_code": "xch",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Chinookan.json b/data/Chinookan.json
new file mode 100644
index 0000000000000000000000000000000000000000..209c07e86d7c3e07830b6571c3d92a842b32dcf9
--- /dev/null
+++ b/data/Chinookan.json
@@ -0,0 +1,34 @@
+{
+  "name": "Chinookan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Chinook",
+      "iso_1_code": null,
+      "iso_3_code": "chh",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Upper Chinookan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Wasco-Wishram",
+          "iso_1_code": null,
+          "iso_3_code": "wac",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Chipaya-Uru.json b/data/Chipaya-Uru.json
new file mode 100644
index 0000000000000000000000000000000000000000..32988a7076d99abce2f4fb94766aa549cde599f9
--- /dev/null
+++ b/data/Chipaya-Uru.json
@@ -0,0 +1,25 @@
+{
+  "name": "Chipaya-Uru",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Chipaya",
+      "iso_1_code": null,
+      "iso_3_code": "cap",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Uru",
+      "iso_1_code": null,
+      "iso_3_code": "ure",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Chocoan.json b/data/Chocoan.json
new file mode 100644
index 0000000000000000000000000000000000000000..a0141c1a1e31135b4706d93ce31be22b678f4ec8
--- /dev/null
+++ b/data/Chocoan.json
@@ -0,0 +1,92 @@
+{
+  "name": "Chocoan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Woun Meu",
+      "iso_1_code": null,
+      "iso_3_code": "noa",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Ember\u00e1",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Northern Ember\u00e1",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Embera Cat\u00edo",
+              "iso_1_code": null,
+              "iso_3_code": "cto",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Ember\u00e1, Northern",
+              "iso_1_code": null,
+              "iso_3_code": "emp",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Southern Ember\u00e1",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Embera Baud\u00f3",
+              "iso_1_code": null,
+              "iso_3_code": "bdc",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Embera Cham\u00ed",
+              "iso_1_code": null,
+              "iso_3_code": "cmi",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Epena",
+              "iso_1_code": null,
+              "iso_3_code": "sja",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Embera Tad\u00f3",
+              "iso_1_code": null,
+              "iso_3_code": "tdc",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Cholonan.json b/data/Cholonan.json
new file mode 100644
index 0000000000000000000000000000000000000000..e246b3e81838a934b78d667dfe4c4947135ffda0
--- /dev/null
+++ b/data/Cholonan.json
@@ -0,0 +1,25 @@
+{
+  "name": "Cholonan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Chol\u00f3n",
+      "iso_1_code": null,
+      "iso_3_code": "cht",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Hibito",
+      "iso_1_code": null,
+      "iso_3_code": "hib",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Chon.json b/data/Chon.json
new file mode 100644
index 0000000000000000000000000000000000000000..dc6c4b0c29a47896f91c4673142cabb420ca26e3
--- /dev/null
+++ b/data/Chon.json
@@ -0,0 +1,34 @@
+{
+  "name": "Chon",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Tehuelche",
+      "iso_1_code": null,
+      "iso_3_code": "teh",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Island Chon",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Ona",
+          "iso_1_code": null,
+          "iso_3_code": "ona",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Chukotko-Kamchatkan.json b/data/Chukotko-Kamchatkan.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4391d5410d71b8c7eb345567799cd95e7d51a03
--- /dev/null
+++ b/data/Chukotko-Kamchatkan.json
@@ -0,0 +1,85 @@
+{
+  "name": "Chukotko-Kamchatkan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Northern",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Chukot",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Chukchi",
+              "iso_1_code": null,
+              "iso_3_code": "ckt",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Koryak-Alyutor",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Alutor",
+              "iso_1_code": null,
+              "iso_3_code": "alr",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Koryak",
+              "iso_1_code": null,
+              "iso_3_code": "kpy",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kerek",
+              "iso_1_code": null,
+              "iso_3_code": "krk",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Southern",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Itelmen",
+          "iso_1_code": null,
+          "iso_3_code": "itl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Chumashan.json b/data/Chumashan.json
new file mode 100644
index 0000000000000000000000000000000000000000..5fd1d0861d97972e0e52dfc7781c638d5731837b
--- /dev/null
+++ b/data/Chumashan.json
@@ -0,0 +1,75 @@
+{
+  "name": "Chumashan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Obispe\u00f1o",
+      "iso_1_code": null,
+      "iso_3_code": "obi",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Central Chumash",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Barbare\u00f1o",
+          "iso_1_code": null,
+          "iso_3_code": "boi",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Inese\u00f1o",
+          "iso_1_code": null,
+          "iso_3_code": "inz",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Purisime\u00f1o",
+          "iso_1_code": null,
+          "iso_3_code": "puy",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Venture\u00f1o",
+          "iso_1_code": null,
+          "iso_3_code": "veo",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Island Chumash",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Cruze\u00f1o",
+          "iso_1_code": null,
+          "iso_3_code": "crz",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git "a/data/Cochim\303\255-Yuman.json" "b/data/Cochim\303\255-Yuman.json"
new file mode 100644
index 0000000000000000000000000000000000000000..314f8095ccc38487e4737ca9b577c72805f6015d
--- /dev/null
+++ "b/data/Cochim\303\255-Yuman.json"
@@ -0,0 +1,126 @@
+{
+  "name": "Cochim\u00ed-Yuman",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Yuman",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Cochimi",
+          "iso_1_code": null,
+          "iso_3_code": "coj",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kiliwa",
+          "iso_1_code": null,
+          "iso_3_code": "klb",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Delta-California",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Cocopa",
+              "iso_1_code": null,
+              "iso_3_code": "coc",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kumiai",
+              "iso_1_code": null,
+              "iso_3_code": "dih",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Pai",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Paipai",
+              "iso_1_code": null,
+              "iso_3_code": "ppi",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Havasupai-Walapai-Yavapai",
+              "iso_1_code": null,
+              "iso_3_code": "yuf",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "River",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Mojave",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Mohave",
+                  "iso_1_code": null,
+                  "iso_3_code": "mov",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Maricopa",
+                  "iso_1_code": null,
+                  "iso_3_code": "mrc",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Quechan",
+                  "iso_1_code": null,
+                  "iso_3_code": "yum",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Comecrudan.json b/data/Comecrudan.json
new file mode 100644
index 0000000000000000000000000000000000000000..6db09f9389fba038d4c97ebe47cdeda3ac691647
--- /dev/null
+++ b/data/Comecrudan.json
@@ -0,0 +1,49 @@
+{
+  "name": "Comecrudan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Mamulique",
+      "iso_1_code": null,
+      "iso_3_code": "emm",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Comecrudo",
+      "iso_1_code": null,
+      "iso_3_code": "xcm",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Cotoname",
+      "iso_1_code": null,
+      "iso_3_code": "xcn",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Coahuilteco",
+      "iso_1_code": null,
+      "iso_3_code": "xcw",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Garza",
+      "iso_1_code": null,
+      "iso_3_code": "xgr",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Constructed language.json b/data/Constructed language.json
new file mode 100644
index 0000000000000000000000000000000000000000..87c825a14f2265e2c5117902e080acf92a1d2b61
--- /dev/null
+++ b/data/Constructed language.json	
@@ -0,0 +1,17 @@
+{
+  "name": "Constructed language",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Esperanto",
+      "iso_1_code": "eo",
+      "iso_3_code": "epo",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Coosan.json b/data/Coosan.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f70a2fa1b536a6f9dc4a5b608a8002c76be6437
--- /dev/null
+++ b/data/Coosan.json
@@ -0,0 +1,25 @@
+{
+  "name": "Coosan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Coos",
+      "iso_1_code": null,
+      "iso_3_code": "csz",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Miluk",
+      "iso_1_code": null,
+      "iso_3_code": "iml",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Creole.json b/data/Creole.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c172956c937d2bccddafda5909d342a2cc1bd4d
--- /dev/null
+++ b/data/Creole.json
@@ -0,0 +1,1347 @@
+{
+  "name": "Creole",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": {
+    "name": "arabic",
+    "tokenizer": "SpaCyTokenizer(\"ar\")"
+  },
+  "source": "bottom",
+  "children": [
+    {
+      "name": "Afrikaans based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "arabic",
+        "tokenizer": "SpaCyTokenizer(\"ar\")"
+      },
+      "source": "down",
+      "children": [
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+          "name": "Flaaitaal",
+          "iso_1_code": null,
+          "iso_3_code": "fly",
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+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Oorlams",
+          "iso_1_code": null,
+          "iso_3_code": "oor",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Arabic based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "arabic",
+        "tokenizer": "SpaCyTokenizer(\"ar\")"
+      },
+      "source": "bottom",
+      "children": [
+        {
+          "name": "Nubi",
+          "iso_1_code": null,
+          "iso_3_code": "kcn",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Arabic, Juba",
+          "iso_1_code": "ar",
+          "iso_3_code": "pga",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "macrolanguage",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Assamese based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "arabic",
+        "tokenizer": "SpaCyTokenizer(\"ar\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Nagamese",
+          "iso_1_code": null,
+          "iso_3_code": "nag",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Dutch based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "arabic",
+        "tokenizer": "SpaCyTokenizer(\"ar\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Berbice Dutch Creole",
+          "iso_1_code": null,
+          "iso_3_code": "brc",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Negerhollands",
+          "iso_1_code": null,
+          "iso_3_code": "dcr",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Javindo",
+          "iso_1_code": null,
+          "iso_3_code": "jvd",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Petjo",
+          "iso_1_code": null,
+          "iso_3_code": "pey",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Skepi Dutch Creole",
+          "iso_1_code": null,
+          "iso_3_code": "skw",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "English based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "nigerian_pidgin",
+        "tokenizer": "StanzaTokenizer(\"pcm\")"
+      },
+      "source": "bottom",
+      "children": [
+        {
+          "name": "Saramaccan",
+          "iso_1_code": null,
+          "iso_3_code": "srm",
+          "tokenizer": {
+            "name": "nigerian_pidgin",
+            "tokenizer": "StanzaTokenizer(\"pcm\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Atlantic",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "nigerian_pidgin",
+            "tokenizer": "StanzaTokenizer(\"pcm\")"
+          },
+          "source": "bottom",
+          "children": [
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+              "name": "Eastern",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "nigerian_pidgin",
+                "tokenizer": "StanzaTokenizer(\"pcm\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Turks and Caicos English Creole",
+                  "iso_1_code": null,
+                  "iso_3_code": "tch",
+                  "tokenizer": {
+                    "name": "nigerian_pidgin",
+                    "tokenizer": "StanzaTokenizer(\"pcm\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Northern",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
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+                    "name": "nigerian_pidgin",
+                    "tokenizer": "StanzaTokenizer(\"pcm\")"
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+                    {
+                      "name": "Afro-Seminole Creole",
+                      "iso_1_code": null,
+                      "iso_3_code": "afs",
+                      "tokenizer": {
+                        "name": "nigerian_pidgin",
+                        "tokenizer": "StanzaTokenizer(\"pcm\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Bahamas English Creole",
+                      "iso_1_code": null,
+                      "iso_3_code": "bah",
+                      "tokenizer": {
+                        "name": "nigerian_pidgin",
+                        "tokenizer": "StanzaTokenizer(\"pcm\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Sea Island English Creole",
+                      "iso_1_code": null,
+                      "iso_3_code": "gul",
+                      "tokenizer": {
+                        "name": "nigerian_pidgin",
+                        "tokenizer": "StanzaTokenizer(\"pcm\")"
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+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Southern",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
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+                    "name": "nigerian_pidgin",
+                    "tokenizer": "StanzaTokenizer(\"pcm\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Leeward Caribbean English Creole",
+                      "iso_1_code": null,
+                      "iso_3_code": "aig",
+                      "tokenizer": {
+                        "name": "nigerian_pidgin",
+                        "tokenizer": "StanzaTokenizer(\"pcm\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Bajan",
+                      "iso_1_code": null,
+                      "iso_3_code": "bjs",
+                      "tokenizer": {
+                        "name": "nigerian_pidgin",
+                        "tokenizer": "StanzaTokenizer(\"pcm\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Grenadian English Creole",
+                      "iso_1_code": null,
+                      "iso_3_code": "gcl",
+                      "tokenizer": {
+                        "name": "nigerian_pidgin",
+                        "tokenizer": "StanzaTokenizer(\"pcm\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Guyanese English Creole",
+                      "iso_1_code": null,
+                      "iso_3_code": "gyn",
+                      "tokenizer": {
+                        "name": "nigerian_pidgin",
+                        "tokenizer": "StanzaTokenizer(\"pcm\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Vincentian English Creole",
+                      "iso_1_code": null,
+                      "iso_3_code": "svc",
+                      "tokenizer": {
+                        "name": "nigerian_pidgin",
+                        "tokenizer": "StanzaTokenizer(\"pcm\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Tobagonian English Creole",
+                      "iso_1_code": null,
+                      "iso_3_code": "tgh",
+                      "tokenizer": {
+                        "name": "nigerian_pidgin",
+                        "tokenizer": "StanzaTokenizer(\"pcm\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Trinidadian English Creole",
+                      "iso_1_code": null,
+                      "iso_3_code": "trf",
+                      "tokenizer": {
+                        "name": "nigerian_pidgin",
+                        "tokenizer": "StanzaTokenizer(\"pcm\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Virgin Islands English Creole",
+                      "iso_1_code": null,
+                      "iso_3_code": "vic",
+                      "tokenizer": {
+                        "name": "nigerian_pidgin",
+                        "tokenizer": "StanzaTokenizer(\"pcm\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Krio",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "nigerian_pidgin",
+                "tokenizer": "StanzaTokenizer(\"pcm\")"
+              },
+              "source": "bottom",
+              "children": [
+                {
+                  "name": "Equatorial Guinean Pidgin",
+                  "iso_1_code": null,
+                  "iso_3_code": "fpe",
+                  "tokenizer": {
+                    "name": "nigerian_pidgin",
+                    "tokenizer": "StanzaTokenizer(\"pcm\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Ghanaian Pidgin English",
+                  "iso_1_code": null,
+                  "iso_3_code": "gpe",
+                  "tokenizer": {
+                    "name": "nigerian_pidgin",
+                    "tokenizer": "StanzaTokenizer(\"pcm\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Krio",
+                  "iso_1_code": null,
+                  "iso_3_code": "kri",
+                  "tokenizer": {
+                    "name": "nigerian_pidgin",
+                    "tokenizer": "StanzaTokenizer(\"pcm\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Pidgin, Nigerian",
+                  "iso_1_code": null,
+                  "iso_3_code": "pcm",
+                  "tokenizer": {
+                    "name": "nigerian_pidgin",
+                    "tokenizer": "StanzaTokenizer(\"pcm\")"
+                  },
+                  "source": "own",
+                  "children": []
+                },
+                {
+                  "name": "Pidgin, Cameroon",
+                  "iso_1_code": null,
+                  "iso_3_code": "wes",
+                  "tokenizer": {
+                    "name": "nigerian_pidgin",
+                    "tokenizer": "StanzaTokenizer(\"pcm\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Suriname",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "nigerian_pidgin",
+                "tokenizer": "StanzaTokenizer(\"pcm\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Sranan Tongo",
+                  "iso_1_code": null,
+                  "iso_3_code": "srn",
+                  "tokenizer": {
+                    "name": "nigerian_pidgin",
+                    "tokenizer": "StanzaTokenizer(\"pcm\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Ndyuka",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "nigerian_pidgin",
+                    "tokenizer": "StanzaTokenizer(\"pcm\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Aukan",
+                      "iso_1_code": null,
+                      "iso_3_code": "djk",
+                      "tokenizer": {
+                        "name": "nigerian_pidgin",
+                        "tokenizer": "StanzaTokenizer(\"pcm\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Kwinti",
+                      "iso_1_code": null,
+                      "iso_3_code": "kww",
+                      "tokenizer": {
+                        "name": "nigerian_pidgin",
+                        "tokenizer": "StanzaTokenizer(\"pcm\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Western",
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+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "nigerian_pidgin",
+                "tokenizer": "StanzaTokenizer(\"pcm\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Belize English Creole",
+                  "iso_1_code": null,
+                  "iso_3_code": "bzj",
+                  "tokenizer": {
+                    "name": "nigerian_pidgin",
+                    "tokenizer": "StanzaTokenizer(\"pcm\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Nicaragua English Creole",
+                  "iso_1_code": null,
+                  "iso_3_code": "bzk",
+                  "tokenizer": {
+                    "name": "nigerian_pidgin",
+                    "tokenizer": "StanzaTokenizer(\"pcm\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Islander English Creole",
+                  "iso_1_code": null,
+                  "iso_3_code": "icr",
+                  "tokenizer": {
+                    "name": "nigerian_pidgin",
+                    "tokenizer": "StanzaTokenizer(\"pcm\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Jamaican English Creole",
+                  "iso_1_code": null,
+                  "iso_3_code": "jam",
+                  "tokenizer": {
+                    "name": "nigerian_pidgin",
+                    "tokenizer": "StanzaTokenizer(\"pcm\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Pacific",
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+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "nigerian_pidgin",
+            "tokenizer": "StanzaTokenizer(\"pcm\")"
+          },
+          "source": "down",
+          "children": [
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+              "name": "Bislama",
+              "iso_1_code": "bi",
+              "iso_3_code": "bis",
+              "tokenizer": {
+                "name": "nigerian_pidgin",
+                "tokenizer": "StanzaTokenizer(\"pcm\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Hawaii Pidgin",
+              "iso_1_code": null,
+              "iso_3_code": "hwc",
+              "tokenizer": {
+                "name": "nigerian_pidgin",
+                "tokenizer": "StanzaTokenizer(\"pcm\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Ngatik Men\u2019s Creole",
+              "iso_1_code": null,
+              "iso_3_code": "ngm",
+              "tokenizer": {
+                "name": "nigerian_pidgin",
+                "tokenizer": "StanzaTokenizer(\"pcm\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Pitcairn-Norfolk",
+              "iso_1_code": null,
+              "iso_3_code": "pih",
+              "tokenizer": {
+                "name": "nigerian_pidgin",
+                "tokenizer": "StanzaTokenizer(\"pcm\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Pijin",
+              "iso_1_code": null,
+              "iso_3_code": "pis",
+              "tokenizer": {
+                "name": "nigerian_pidgin",
+                "tokenizer": "StanzaTokenizer(\"pcm\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Kriol",
+              "iso_1_code": null,
+              "iso_3_code": "rop",
+              "tokenizer": {
+                "name": "nigerian_pidgin",
+                "tokenizer": "StanzaTokenizer(\"pcm\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Torres Strait Creole",
+              "iso_1_code": null,
+              "iso_3_code": "tcs",
+              "tokenizer": {
+                "name": "nigerian_pidgin",
+                "tokenizer": "StanzaTokenizer(\"pcm\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Tok Pisin",
+              "iso_1_code": null,
+              "iso_3_code": "tpi",
+              "tokenizer": {
+                "name": "nigerian_pidgin",
+                "tokenizer": "StanzaTokenizer(\"pcm\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "French based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "arabic",
+        "tokenizer": "SpaCyTokenizer(\"ar\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Lesser Antillean French Creole",
+          "iso_1_code": null,
+          "iso_3_code": "acf",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Tayo",
+          "iso_1_code": null,
+          "iso_3_code": "cks",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Seychelles French Creole",
+          "iso_1_code": null,
+          "iso_3_code": "crs",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Guadeloupean French Creole",
+          "iso_1_code": null,
+          "iso_3_code": "gcf",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Guianese French Creole",
+          "iso_1_code": null,
+          "iso_3_code": "gcr",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Haitian Creole",
+          "iso_1_code": "ht",
+          "iso_3_code": "hat",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Karipuna French Creole",
+          "iso_1_code": null,
+          "iso_3_code": "kmv",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Louisiana Creole",
+          "iso_1_code": null,
+          "iso_3_code": "lou",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Morisyen",
+          "iso_1_code": null,
+          "iso_3_code": "mfe",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "R\u00e9union French Creole",
+          "iso_1_code": null,
+          "iso_3_code": "rcf",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "San Miguel French Creole",
+          "iso_1_code": null,
+          "iso_3_code": "scf",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "German based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "arabic",
+        "tokenizer": "SpaCyTokenizer(\"ar\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Unserdeutsch",
+          "iso_1_code": null,
+          "iso_3_code": "uln",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Hindi based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "arabic",
+        "tokenizer": "SpaCyTokenizer(\"ar\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Andaman Hindi Creole",
+          "iso_1_code": null,
+          "iso_3_code": "hca",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Iberian based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "arabic",
+        "tokenizer": "SpaCyTokenizer(\"ar\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Papiamentu",
+          "iso_1_code": null,
+          "iso_3_code": "pap",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Japanese-based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "arabic",
+        "tokenizer": "SpaCyTokenizer(\"ar\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Yilan Creole",
+          "iso_1_code": null,
+          "iso_3_code": "ycr",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Kongo based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "arabic",
+        "tokenizer": "SpaCyTokenizer(\"ar\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Kituba",
+          "iso_1_code": null,
+          "iso_3_code": "ktu",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Kituba",
+          "iso_1_code": null,
+          "iso_3_code": "mkw",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Malay based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "malay",
+        "tokenizer": "SpaCyTokenizer(\"ms\")"
+      },
+      "source": "bottom",
+      "children": [
+        {
+          "name": "Malay, Ambonese",
+          "iso_1_code": null,
+          "iso_3_code": "abs",
+          "tokenizer": {
+            "name": "malay",
+            "tokenizer": "SpaCyTokenizer(\"ms\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Betawi",
+          "iso_1_code": null,
+          "iso_3_code": "bew",
+          "tokenizer": {
+            "name": "malay",
+            "tokenizer": "SpaCyTokenizer(\"ms\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Malay, Banda",
+          "iso_1_code": null,
+          "iso_3_code": "bpq",
+          "tokenizer": {
+            "name": "malay",
+            "tokenizer": "SpaCyTokenizer(\"ms\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Malaccan Malay Creole",
+          "iso_1_code": null,
+          "iso_3_code": "ccm",
+          "tokenizer": {
+            "name": "malay",
+            "tokenizer": "SpaCyTokenizer(\"ms\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Malay, Cocos Islands",
+          "iso_1_code": "ms",
+          "iso_3_code": "coa",
+          "tokenizer": {
+            "name": "malay",
+            "tokenizer": "SpaCyTokenizer(\"ms\")"
+          },
+          "source": "macrolanguage",
+          "children": []
+        },
+        {
+          "name": "Malay, Larantuka",
+          "iso_1_code": null,
+          "iso_3_code": "lrt",
+          "tokenizer": {
+            "name": "malay",
+            "tokenizer": "SpaCyTokenizer(\"ms\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Malay, North Moluccan",
+          "iso_1_code": "ms",
+          "iso_3_code": "max",
+          "tokenizer": {
+            "name": "malay",
+            "tokenizer": "SpaCyTokenizer(\"ms\")"
+          },
+          "source": "macrolanguage",
+          "children": []
+        },
+        {
+          "name": "Malay, Baba",
+          "iso_1_code": null,
+          "iso_3_code": "mbf",
+          "tokenizer": {
+            "name": "malay",
+            "tokenizer": "SpaCyTokenizer(\"ms\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Malay, Balinese",
+          "iso_1_code": null,
+          "iso_3_code": "mhp",
+          "tokenizer": {
+            "name": "malay",
+            "tokenizer": "SpaCyTokenizer(\"ms\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Malay, Kupang",
+          "iso_1_code": null,
+          "iso_3_code": "mkn",
+          "tokenizer": {
+            "name": "malay",
+            "tokenizer": "SpaCyTokenizer(\"ms\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Indonesian, Peranakan",
+          "iso_1_code": null,
+          "iso_3_code": "pea",
+          "tokenizer": {
+            "name": "malay",
+            "tokenizer": "SpaCyTokenizer(\"ms\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Malay, Papuan",
+          "iso_1_code": null,
+          "iso_3_code": "pmy",
+          "tokenizer": {
+            "name": "malay",
+            "tokenizer": "SpaCyTokenizer(\"ms\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Sri Lankan Malay Creole",
+          "iso_1_code": null,
+          "iso_3_code": "sci",
+          "tokenizer": {
+            "name": "malay",
+            "tokenizer": "SpaCyTokenizer(\"ms\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Malay, Manado",
+          "iso_1_code": "ms",
+          "iso_3_code": "xmm",
+          "tokenizer": {
+            "name": "malay",
+            "tokenizer": "SpaCyTokenizer(\"ms\")"
+          },
+          "source": "macrolanguage",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Ngbandi based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "arabic",
+        "tokenizer": "SpaCyTokenizer(\"ar\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Sango",
+          "iso_1_code": "sg",
+          "iso_3_code": "sag",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Sango, Riverain",
+          "iso_1_code": null,
+          "iso_3_code": "snj",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Portuguese based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "arabic",
+        "tokenizer": "SpaCyTokenizer(\"ar\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Angolar",
+          "iso_1_code": null,
+          "iso_3_code": "aoa",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Cafundo Creole",
+          "iso_1_code": null,
+          "iso_3_code": "ccd",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "S\u00e3otomense",
+          "iso_1_code": null,
+          "iso_3_code": "cri",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Fa d\u2019Ambu",
+          "iso_1_code": null,
+          "iso_3_code": "fab",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Indo-Portuguese",
+          "iso_1_code": null,
+          "iso_3_code": "idb",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Kabuverdianu",
+          "iso_1_code": null,
+          "iso_3_code": "kea",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Malaccan Portuguese Creole",
+          "iso_1_code": null,
+          "iso_3_code": "mcm",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Macanese",
+          "iso_1_code": null,
+          "iso_3_code": "mzs",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Guinea-Bissau Creole",
+          "iso_1_code": null,
+          "iso_3_code": "pov",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Principense",
+          "iso_1_code": null,
+          "iso_3_code": "pre",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Ternate\u00f1o",
+          "iso_1_code": null,
+          "iso_3_code": "tmg",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Pidgin, Timor",
+          "iso_1_code": null,
+          "iso_3_code": "tvy",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Korlai Portuguese Creole",
+          "iso_1_code": null,
+          "iso_3_code": "vkp",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Spanish based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "arabic",
+        "tokenizer": "SpaCyTokenizer(\"ar\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Chavacano",
+          "iso_1_code": null,
+          "iso_3_code": "cbk",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Palenquero",
+          "iso_1_code": null,
+          "iso_3_code": "pln",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Swahili based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "arabic",
+        "tokenizer": "SpaCyTokenizer(\"ar\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Cutchi-Swahili",
+          "iso_1_code": null,
+          "iso_3_code": "ccl",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Tetun based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "arabic",
+        "tokenizer": "SpaCyTokenizer(\"ar\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Tetun Dili",
+          "iso_1_code": null,
+          "iso_3_code": "tdt",
+          "tokenizer": {
+            "name": "arabic",
+            "tokenizer": "SpaCyTokenizer(\"ar\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Dravidian.json b/data/Dravidian.json
new file mode 100644
index 0000000000000000000000000000000000000000..70e2c13a0e1aff13da8eefe9ec06cb452368b27f
--- /dev/null
+++ b/data/Dravidian.json
@@ -0,0 +1,1271 @@
+{
+  "name": "Dravidian",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": {
+    "name": "telugu",
+    "tokenizer": "SpaCyTokenizer(\"te\")"
+  },
+  "source": "bottom",
+  "children": [
+    {
+      "name": "Central",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "telugu",
+        "tokenizer": "SpaCyTokenizer(\"te\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Kolami-Naiki",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "telugu",
+            "tokenizer": "SpaCyTokenizer(\"te\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Kolami, Northwestern",
+              "iso_1_code": null,
+              "iso_3_code": "kfb",
+              "tokenizer": {
+                "name": "telugu",
+                "tokenizer": "SpaCyTokenizer(\"te\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Kolami, Southeastern",
+              "iso_1_code": null,
+              "iso_3_code": "nit",
+              "tokenizer": {
+                "name": "telugu",
+                "tokenizer": "SpaCyTokenizer(\"te\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Parji-Gadaba",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "telugu",
+            "tokenizer": "SpaCyTokenizer(\"te\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Gadaba, Mudhili",
+              "iso_1_code": null,
+              "iso_3_code": "gau",
+              "tokenizer": {
+                "name": "telugu",
+                "tokenizer": "SpaCyTokenizer(\"te\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Gadaba, Pottangi Ollar",
+              "iso_1_code": null,
+              "iso_3_code": "gdb",
+              "tokenizer": {
+                "name": "telugu",
+                "tokenizer": "SpaCyTokenizer(\"te\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Duruwa",
+              "iso_1_code": null,
+              "iso_3_code": "pci",
+              "tokenizer": {
+                "name": "telugu",
+                "tokenizer": "SpaCyTokenizer(\"te\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Northern",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "telugu",
+        "tokenizer": "SpaCyTokenizer(\"te\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Brahui",
+          "iso_1_code": null,
+          "iso_3_code": "brh",
+          "tokenizer": {
+            "name": "telugu",
+            "tokenizer": "SpaCyTokenizer(\"te\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Kumarbhag Paharia",
+          "iso_1_code": null,
+          "iso_3_code": "kmj",
+          "tokenizer": {
+            "name": "telugu",
+            "tokenizer": "SpaCyTokenizer(\"te\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Kurux",
+          "iso_1_code": null,
+          "iso_3_code": "kru",
+          "tokenizer": {
+            "name": "telugu",
+            "tokenizer": "SpaCyTokenizer(\"te\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Sauria Paharia",
+          "iso_1_code": null,
+          "iso_3_code": "mjt",
+          "tokenizer": {
+            "name": "telugu",
+            "tokenizer": "SpaCyTokenizer(\"te\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Kisan",
+          "iso_1_code": null,
+          "iso_3_code": "xis",
+          "tokenizer": {
+            "name": "telugu",
+            "tokenizer": "SpaCyTokenizer(\"te\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "South-Central",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "telugu",
+        "tokenizer": "SpaCyTokenizer(\"te\")"
+      },
+      "source": "bottom",
+      "children": [
+        {
+          "name": "Gondi-Kui",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "telugu",
+            "tokenizer": "SpaCyTokenizer(\"te\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Gondi",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "telugu",
+                "tokenizer": "SpaCyTokenizer(\"te\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Maria, Dandami",
+                  "iso_1_code": null,
+                  "iso_3_code": "daq",
+                  "tokenizer": {
+                    "name": "telugu",
+                    "tokenizer": "SpaCyTokenizer(\"te\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Muria, Eastern",
+                  "iso_1_code": null,
+                  "iso_3_code": "emu",
+                  "tokenizer": {
+                    "name": "telugu",
+                    "tokenizer": "SpaCyTokenizer(\"te\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Gondi, Aheri",
+                  "iso_1_code": null,
+                  "iso_3_code": "esg",
+                  "tokenizer": {
+                    "name": "telugu",
+                    "tokenizer": "SpaCyTokenizer(\"te\")"
+                  },
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+                            "name": "malayalam",
+                            "tokenizer": "SpaCyTokenizer(\"ml\")"
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+                          "name": "Kadar",
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+                          "iso_3_code": "kej",
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+                            "name": "malayalam",
+                            "tokenizer": "SpaCyTokenizer(\"ml\")"
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+                            "tokenizer": "SpaCyTokenizer(\"ml\")"
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+                          "name": "Malapandaram",
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+                          "iso_3_code": "mjp",
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+                            "name": "malayalam",
+                            "tokenizer": "SpaCyTokenizer(\"ml\")"
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+                            "name": "malayalam",
+                            "tokenizer": "SpaCyTokenizer(\"ml\")"
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+                          "name": "Malavedan",
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+                            "tokenizer": "SpaCyTokenizer(\"ml\")"
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+                          "name": "Paliyan",
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+                            "name": "malayalam",
+                            "tokenizer": "SpaCyTokenizer(\"ml\")"
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+                            "name": "malayalam",
+                            "tokenizer": "SpaCyTokenizer(\"ml\")"
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+                          "name": "Ravula",
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+                            "tokenizer": "SpaCyTokenizer(\"ml\")"
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+                            "name": "tamil",
+                            "tokenizer": "SpaCyTokenizer(\"ta\")"
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+                            "tokenizer": "SpaCyTokenizer(\"ta\")"
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+                            "tokenizer": "SpaCyTokenizer(\"ta\")"
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+                            "name": "tamil",
+                            "tokenizer": "SpaCyTokenizer(\"ta\")"
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+                            "tokenizer": "SpaCyTokenizer(\"ta\")"
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+                          "name": "Yerukula",
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+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "malayalam",
+                    "tokenizer": "SpaCyTokenizer(\"ml\")"
+                  },
+                  "source": "down",
+                  "children": [
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+                      "name": "Kota",
+                      "iso_1_code": null,
+                      "iso_3_code": "kfe",
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+                        "name": "malayalam",
+                        "tokenizer": "SpaCyTokenizer(\"ml\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Toda",
+                      "iso_1_code": null,
+                      "iso_3_code": "tcx",
+                      "tokenizer": {
+                        "name": "malayalam",
+                        "tokenizer": "SpaCyTokenizer(\"ml\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Unclassified",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "kannada",
+                "tokenizer": "SpaCyTokenizer(\"kn\")"
+              },
+              "source": "down",
+              "children": [
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+                  "name": "Chetti, Wayanad",
+                  "iso_1_code": null,
+                  "iso_3_code": "ctt",
+                  "tokenizer": {
+                    "name": "kannada",
+                    "tokenizer": "SpaCyTokenizer(\"kn\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Tulu",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "kannada",
+            "tokenizer": "SpaCyTokenizer(\"kn\")"
+          },
+          "source": "down",
+          "children": [
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+              "name": "Bellari",
+              "iso_1_code": null,
+              "iso_3_code": "brw",
+              "tokenizer": {
+                "name": "kannada",
+                "tokenizer": "SpaCyTokenizer(\"kn\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Kudiya",
+              "iso_1_code": null,
+              "iso_3_code": "kfg",
+              "tokenizer": {
+                "name": "kannada",
+                "tokenizer": "SpaCyTokenizer(\"kn\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Tulu",
+              "iso_1_code": null,
+              "iso_3_code": "tcy",
+              "tokenizer": {
+                "name": "kannada",
+                "tokenizer": "SpaCyTokenizer(\"kn\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Koraga",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "kannada",
+                "tokenizer": "SpaCyTokenizer(\"kn\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Koraga, Korra",
+                  "iso_1_code": null,
+                  "iso_3_code": "kfd",
+                  "tokenizer": {
+                    "name": "kannada",
+                    "tokenizer": "SpaCyTokenizer(\"kn\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Koraga, Mudu",
+                  "iso_1_code": null,
+                  "iso_3_code": "vmd",
+                  "tokenizer": {
+                    "name": "kannada",
+                    "tokenizer": "SpaCyTokenizer(\"kn\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Unclassified",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "kannada",
+            "tokenizer": "SpaCyTokenizer(\"kn\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Mala Malasar",
+              "iso_1_code": null,
+              "iso_3_code": "ima",
+              "tokenizer": {
+                "name": "kannada",
+                "tokenizer": "SpaCyTokenizer(\"kn\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Thachanadan",
+              "iso_1_code": null,
+              "iso_3_code": "thn",
+              "tokenizer": {
+                "name": "kannada",
+                "tokenizer": "SpaCyTokenizer(\"kn\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Ullatan",
+              "iso_1_code": null,
+              "iso_3_code": "ull",
+              "tokenizer": {
+                "name": "kannada",
+                "tokenizer": "SpaCyTokenizer(\"kn\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Malasar",
+              "iso_1_code": null,
+              "iso_3_code": "ymr",
+              "tokenizer": {
+                "name": "kannada",
+                "tokenizer": "SpaCyTokenizer(\"kn\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Unclassified",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "telugu",
+        "tokenizer": "SpaCyTokenizer(\"te\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Allar",
+          "iso_1_code": null,
+          "iso_3_code": "all",
+          "tokenizer": {
+            "name": "telugu",
+            "tokenizer": "SpaCyTokenizer(\"te\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Bharia",
+          "iso_1_code": null,
+          "iso_3_code": "bha",
+          "tokenizer": {
+            "name": "telugu",
+            "tokenizer": "SpaCyTokenizer(\"te\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Malankuravan",
+          "iso_1_code": null,
+          "iso_3_code": "mjo",
+          "tokenizer": {
+            "name": "telugu",
+            "tokenizer": "SpaCyTokenizer(\"te\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Pattapu",
+          "iso_1_code": null,
+          "iso_3_code": "ptq",
+          "tokenizer": {
+            "name": "telugu",
+            "tokenizer": "SpaCyTokenizer(\"te\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Vishavan",
+          "iso_1_code": null,
+          "iso_3_code": "vis",
+          "tokenizer": {
+            "name": "telugu",
+            "tokenizer": "SpaCyTokenizer(\"te\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git "a/data/East Bird\342\200\231s Head-Sentani.json" "b/data/East Bird\342\200\231s Head-Sentani.json"
new file mode 100644
index 0000000000000000000000000000000000000000..fc2888bc503c7054a69dca983d7ab5a1bfc9aa05
--- /dev/null
+++ "b/data/East Bird\342\200\231s Head-Sentani.json"	
@@ -0,0 +1,136 @@
+{
+  "name": "East Bird\u2019s Head-Sentani",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Burmeso",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Burmeso",
+          "iso_1_code": null,
+          "iso_3_code": "bzu",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "East Bird\u2019s Head",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Mantion",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Sougb",
+              "iso_1_code": null,
+              "iso_3_code": "mnx",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Meax",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Meyah",
+              "iso_1_code": null,
+              "iso_3_code": "mej",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Moskona",
+              "iso_1_code": null,
+              "iso_3_code": "mtj",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Sentani",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Demta",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Sowari",
+              "iso_1_code": null,
+              "iso_3_code": "dmy",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Sentani Proper",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Nafri",
+              "iso_1_code": null,
+              "iso_3_code": "nxx",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Sentani",
+              "iso_1_code": null,
+              "iso_3_code": "set",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tabla",
+              "iso_1_code": null,
+              "iso_3_code": "tnm",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/East Geelvink Bay.json b/data/East Geelvink Bay.json
new file mode 100644
index 0000000000000000000000000000000000000000..fb5cb0ce7432154de321691bf441cc2b0fb6a910
--- /dev/null
+++ b/data/East Geelvink Bay.json	
@@ -0,0 +1,114 @@
+{
+  "name": "East Geelvink Bay",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Anasi",
+      "iso_1_code": null,
+      "iso_3_code": "bpo",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Barapasi",
+      "iso_1_code": null,
+      "iso_3_code": "brp",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Burate",
+      "iso_1_code": null,
+      "iso_3_code": "bti",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Kehu",
+      "iso_1_code": null,
+      "iso_3_code": "khh",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Kofei",
+      "iso_1_code": null,
+      "iso_3_code": "kpi",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Nisa",
+      "iso_1_code": null,
+      "iso_3_code": "njs",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Sauri",
+      "iso_1_code": null,
+      "iso_3_code": "srt",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Tefaro",
+      "iso_1_code": null,
+      "iso_3_code": "tfo",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Tunggare",
+      "iso_1_code": null,
+      "iso_3_code": "trt",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Woria",
+      "iso_1_code": null,
+      "iso_3_code": "wor",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Bauzi",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Bauzi",
+          "iso_1_code": null,
+          "iso_3_code": "bvz",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Demisa",
+          "iso_1_code": null,
+          "iso_3_code": "dei",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/East New Britain.json b/data/East New Britain.json
new file mode 100644
index 0000000000000000000000000000000000000000..b0c4c51f168390d3d97d9720b701067499646385
--- /dev/null
+++ b/data/East New Britain.json	
@@ -0,0 +1,83 @@
+{
+  "name": "East New Britain",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Baining",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Qaqet",
+          "iso_1_code": null,
+          "iso_3_code": "byx",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kairak",
+          "iso_1_code": null,
+          "iso_3_code": "ckr",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Mali",
+          "iso_1_code": null,
+          "iso_3_code": "gcc",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Simbali",
+          "iso_1_code": null,
+          "iso_3_code": "smg",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Ura",
+          "iso_1_code": null,
+          "iso_3_code": "uro",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Makolkol",
+          "iso_1_code": null,
+          "iso_3_code": "zmh",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Taulil",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Tulil",
+          "iso_1_code": null,
+          "iso_3_code": "tuh",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Eastern Trans-Fly.json b/data/Eastern Trans-Fly.json
new file mode 100644
index 0000000000000000000000000000000000000000..62baad0c0b7c0211c9ef3a9e2d6184e53f1c258e
--- /dev/null
+++ b/data/Eastern Trans-Fly.json	
@@ -0,0 +1,41 @@
+{
+  "name": "Eastern Trans-Fly",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Bine",
+      "iso_1_code": null,
+      "iso_3_code": "bon",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Wipi",
+      "iso_1_code": null,
+      "iso_3_code": "gdr",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Gizrra",
+      "iso_1_code": null,
+      "iso_3_code": "tof",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Meriam Mir",
+      "iso_1_code": null,
+      "iso_3_code": "ulk",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Eskimo-Aleut.json b/data/Eskimo-Aleut.json
new file mode 100644
index 0000000000000000000000000000000000000000..77cbfc4d6ab3c23b4173c8146aaca5ec6b268c60
--- /dev/null
+++ b/data/Eskimo-Aleut.json
@@ -0,0 +1,142 @@
+{
+  "name": "Eskimo-Aleut",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Aleut",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Aleut",
+          "iso_1_code": null,
+          "iso_3_code": "ale",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Eskimo",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Inuit-Inupiaq",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Inupiatun, North Alaskan",
+              "iso_1_code": "ik",
+              "iso_3_code": "esi",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Inupiatun, Northwest Alaska",
+              "iso_1_code": "ik",
+              "iso_3_code": "esk",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Inuktitut, Eastern Canadian",
+              "iso_1_code": "iu",
+              "iso_3_code": "ike",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Inuinnaqtun",
+              "iso_1_code": "iu",
+              "iso_3_code": "ikt",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Greenlandic",
+              "iso_1_code": "kl",
+              "iso_3_code": "kal",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Yupik",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Yupik, Saint Lawrence Island",
+              "iso_1_code": null,
+              "iso_3_code": "ess",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Yupik, Naukan",
+              "iso_1_code": null,
+              "iso_3_code": "ynk",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Yupik, Sirenik",
+              "iso_1_code": null,
+              "iso_3_code": "ysr",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Alaskan Yupik",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Yupik, Pacific Gulf",
+                  "iso_1_code": null,
+                  "iso_3_code": "ems",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Yupik, Central",
+                  "iso_1_code": null,
+                  "iso_3_code": "esu",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Eyak-Athabaskan.json b/data/Eyak-Athabaskan.json
new file mode 100644
index 0000000000000000000000000000000000000000..d81c8126f95d2451ffb4702c670a1c01c39f82a4
--- /dev/null
+++ b/data/Eyak-Athabaskan.json
@@ -0,0 +1,511 @@
+{
+  "name": "Eyak-Athabaskan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Eyak",
+      "iso_1_code": null,
+      "iso_3_code": "eya",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Athabaskan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Apachean",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Navajo",
+              "iso_1_code": "nv",
+              "iso_3_code": "nav",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Apache",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Apache, Jicarilla",
+                  "iso_1_code": null,
+                  "iso_3_code": "apj",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Apache, Kiowa",
+                  "iso_1_code": null,
+                  "iso_3_code": "apk",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Apache, Lipan",
+                  "iso_1_code": null,
+                  "iso_3_code": "apl",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Apache, Mescalero-Chiricahua",
+                  "iso_1_code": null,
+                  "iso_3_code": "apm",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Apache, Western",
+                  "iso_1_code": null,
+                  "iso_3_code": "apw",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Northern Athabaskan",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Ahtena",
+              "iso_1_code": null,
+              "iso_3_code": "aht",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Babine",
+              "iso_1_code": null,
+              "iso_3_code": "bcr",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Beaver",
+              "iso_1_code": null,
+              "iso_3_code": "bea",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Dene",
+              "iso_1_code": null,
+              "iso_3_code": "chp",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Chilcotin",
+              "iso_1_code": null,
+              "iso_3_code": "clc",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tlicho",
+              "iso_1_code": null,
+              "iso_3_code": "dgr",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Gwich\u2019in",
+              "iso_1_code": null,
+              "iso_3_code": "gwi",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Han",
+              "iso_1_code": null,
+              "iso_3_code": "haa",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Holikachuk",
+              "iso_1_code": null,
+              "iso_3_code": "hoi",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Deg Xinag",
+              "iso_1_code": null,
+              "iso_3_code": "ing",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Koyukon",
+              "iso_1_code": null,
+              "iso_3_code": "koy",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kuskokwim, Upper",
+              "iso_1_code": null,
+              "iso_3_code": "kuu",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Sekani",
+              "iso_1_code": null,
+              "iso_3_code": "sek",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Sarsi",
+              "iso_1_code": null,
+              "iso_3_code": "srs",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tanana, Lower",
+              "iso_1_code": null,
+              "iso_3_code": "taa",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tanana, Upper",
+              "iso_1_code": null,
+              "iso_3_code": "tau",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tanacross",
+              "iso_1_code": null,
+              "iso_3_code": "tcb",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tanaina",
+              "iso_1_code": null,
+              "iso_3_code": "tfn",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tsetsaut",
+              "iso_1_code": null,
+              "iso_3_code": "txc",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Carrier",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Carrier, Southern",
+                  "iso_1_code": null,
+                  "iso_3_code": "caf",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Carrier",
+                  "iso_1_code": null,
+                  "iso_3_code": "crx",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Slavey-Hare",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Slavey, North",
+                  "iso_1_code": null,
+                  "iso_3_code": "scs",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Slavey, South",
+                  "iso_1_code": null,
+                  "iso_3_code": "xsl",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Tahltan",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Kaska",
+                  "iso_1_code": null,
+                  "iso_3_code": "kkz",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Tagish",
+                  "iso_1_code": null,
+                  "iso_3_code": "tgx",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Tahltan",
+                  "iso_1_code": null,
+                  "iso_3_code": "tht",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Tuchone",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Tutchone, Southern",
+                  "iso_1_code": null,
+                  "iso_3_code": "tce",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Tutchone, Northern",
+                  "iso_1_code": null,
+                  "iso_3_code": "ttm",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Pacific Coast Athabaskan",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Kwalhioqua-Tlatskanai",
+              "iso_1_code": null,
+              "iso_3_code": "qwt",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "California Athabaskan",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Hupa",
+                  "iso_1_code": null,
+                  "iso_3_code": "hup",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Kato",
+                  "iso_1_code": null,
+                  "iso_3_code": "ktw",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Mattole",
+                  "iso_1_code": null,
+                  "iso_3_code": "mvb",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Wailaki",
+                  "iso_1_code": null,
+                  "iso_3_code": "wlk",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Oregon Athabaskan",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Galice",
+                  "iso_1_code": null,
+                  "iso_3_code": "gce",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Upper Umpqua",
+                  "iso_1_code": null,
+                  "iso_3_code": "xup",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Tolowa-Chetco",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Chetco",
+                      "iso_1_code": null,
+                      "iso_3_code": "ctc",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Tolowa",
+                      "iso_1_code": null,
+                      "iso_3_code": "tol",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Tututni-Chasta Costa-Coquille",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Coquille",
+                      "iso_1_code": null,
+                      "iso_3_code": "coq",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Tututni",
+                      "iso_1_code": null,
+                      "iso_3_code": "tuu",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Tlingit",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Tlingit",
+          "iso_1_code": null,
+          "iso_3_code": "tli",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Fas.json b/data/Fas.json
new file mode 100644
index 0000000000000000000000000000000000000000..dc65d3d0e5de7e5f3bdb5a556eb9e9a68cb5f1ce
--- /dev/null
+++ b/data/Fas.json
@@ -0,0 +1,25 @@
+{
+  "name": "Fas",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Baibai",
+      "iso_1_code": null,
+      "iso_3_code": "bbf",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Momu",
+      "iso_1_code": null,
+      "iso_3_code": "fqs",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Guajiboan.json b/data/Guajiboan.json
new file mode 100644
index 0000000000000000000000000000000000000000..26faed2b6903f067eac223f1b29e180f6b3192d6
--- /dev/null
+++ b/data/Guajiboan.json
@@ -0,0 +1,58 @@
+{
+  "name": "Guajiboan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Cuiba",
+      "iso_1_code": null,
+      "iso_3_code": "cui",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Guayabero",
+      "iso_1_code": null,
+      "iso_3_code": "guo",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Guajibo",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Playero",
+          "iso_1_code": null,
+          "iso_3_code": "gob",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Guahibo",
+          "iso_1_code": null,
+          "iso_3_code": "guh",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Macagu\u00e1n",
+          "iso_1_code": null,
+          "iso_3_code": "mbn",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Guaykuruan.json b/data/Guaykuruan.json
new file mode 100644
index 0000000000000000000000000000000000000000..1396dfdf0f1c586b341d9a91bbdcda3c0ac92c8d
--- /dev/null
+++ b/data/Guaykuruan.json
@@ -0,0 +1,67 @@
+{
+  "name": "Guaykuruan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Guaykur\u00fa",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Abipon",
+          "iso_1_code": null,
+          "iso_3_code": "axb",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kadiw\u00e9u",
+          "iso_1_code": null,
+          "iso_3_code": "kbc",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Southern",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Mocov\u00ed",
+          "iso_1_code": null,
+          "iso_3_code": "moc",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Pilag\u00e1",
+          "iso_1_code": null,
+          "iso_3_code": "plg",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Toba",
+          "iso_1_code": null,
+          "iso_3_code": "tob",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Gum.json b/data/Gum.json
new file mode 100644
index 0000000000000000000000000000000000000000..329c2d272030fd98d9b66a7efe58619e4bad3960
--- /dev/null
+++ b/data/Gum.json
@@ -0,0 +1,8 @@
+{
+  "name": "Gum",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": []
+}
\ No newline at end of file
diff --git a/data/Haida.json b/data/Haida.json
new file mode 100644
index 0000000000000000000000000000000000000000..5bad536b7b595b1f62aad3babbb9f33aab29c96c
--- /dev/null
+++ b/data/Haida.json
@@ -0,0 +1,25 @@
+{
+  "name": "Haida",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Haida, Southern",
+      "iso_1_code": null,
+      "iso_3_code": "hax",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Haida, Northern",
+      "iso_1_code": null,
+      "iso_3_code": "hdn",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git "a/data/Har\303\241kmbut.json" "b/data/Har\303\241kmbut.json"
new file mode 100644
index 0000000000000000000000000000000000000000..e1c1ae5a3afd0c2d3d026114357a4d4f4489dacb
--- /dev/null
+++ "b/data/Har\303\241kmbut.json"
@@ -0,0 +1,25 @@
+{
+  "name": "Har\u00e1kmbut",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Amarakaeri",
+      "iso_1_code": null,
+      "iso_3_code": "amr",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Huachipaeri",
+      "iso_1_code": null,
+      "iso_3_code": "hug",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Hmong-Mien.json b/data/Hmong-Mien.json
new file mode 100644
index 0000000000000000000000000000000000000000..d7e79166b3b1110ce5bdca11269d75903fe49b59
--- /dev/null
+++ b/data/Hmong-Mien.json
@@ -0,0 +1,420 @@
+{
+  "name": "Hmong-Mien",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Hmongic",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Bunu",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Bunu, Younuo",
+              "iso_1_code": null,
+              "iso_3_code": "buh",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Bunu, Wunai",
+              "iso_1_code": null,
+              "iso_3_code": "bwn",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Bunu, Bu-Nao",
+              "iso_1_code": null,
+              "iso_3_code": "bwx",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Bunu, Jiongnai",
+              "iso_1_code": null,
+              "iso_3_code": "pnu",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Chuanqiandian",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Miao, Chuanqiandian Cluster",
+              "iso_1_code": null,
+              "iso_3_code": "cqd",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Miao, Southern Mashan",
+              "iso_1_code": null,
+              "iso_3_code": "hma",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Miao, Central Huishui",
+              "iso_1_code": null,
+              "iso_3_code": "hmc",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Miao, Large Flowery",
+              "iso_1_code": null,
+              "iso_3_code": "hmd",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Miao, Eastern Huishui",
+              "iso_1_code": null,
+              "iso_3_code": "hme",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Hmong Don",
+              "iso_1_code": null,
+              "iso_3_code": "hmf",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Miao, Southwestern Guiyang",
+              "iso_1_code": null,
+              "iso_3_code": "hmg",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Miao, Southwestern Huishui",
+              "iso_1_code": null,
+              "iso_3_code": "hmh",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Miao, Northern Huishui",
+              "iso_1_code": null,
+              "iso_3_code": "hmi",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Ge",
+              "iso_1_code": null,
+              "iso_3_code": "hmj",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Miao, Luopohe",
+              "iso_1_code": null,
+              "iso_3_code": "hml",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Miao, Central Mashan",
+              "iso_1_code": null,
+              "iso_3_code": "hmm",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Miao, Northern Mashan",
+              "iso_1_code": null,
+              "iso_3_code": "hmp",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Hmong D\u00f4",
+              "iso_1_code": null,
+              "iso_3_code": "hmv",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Miao, Western Mashan",
+              "iso_1_code": null,
+              "iso_3_code": "hmw",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Miao, Southern Guiyang",
+              "iso_1_code": null,
+              "iso_3_code": "hmy",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Sinicized Miao",
+              "iso_1_code": null,
+              "iso_3_code": "hmz",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Hmong Njua",
+              "iso_1_code": null,
+              "iso_3_code": "hnj",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Miao, Horned",
+              "iso_1_code": null,
+              "iso_3_code": "hrm",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Miao, Northern Guiyang",
+              "iso_1_code": null,
+              "iso_3_code": "huj",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Hmong Daw",
+              "iso_1_code": null,
+              "iso_3_code": "mww",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Miao, Small Flowery",
+              "iso_1_code": null,
+              "iso_3_code": "sfm",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Pa-hng",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Pa-Hng",
+              "iso_1_code": null,
+              "iso_3_code": "pha",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Qiandong",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Miao, Northern Qiandong",
+              "iso_1_code": null,
+              "iso_3_code": "hea",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Miao, Eastern Qiandong",
+              "iso_1_code": null,
+              "iso_3_code": "hmq",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Miao, Southern Qiandong",
+              "iso_1_code": null,
+              "iso_3_code": "hms",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "N\u00e1-Meo",
+              "iso_1_code": null,
+              "iso_3_code": "neo",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Xiangxi",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Miao, Western Xiangxi",
+              "iso_1_code": null,
+              "iso_3_code": "mmr",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Miao, Eastern Xiangxi",
+              "iso_1_code": null,
+              "iso_3_code": "muq",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Ho Nte",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "She",
+          "iso_1_code": null,
+          "iso_3_code": "shx",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Mienic",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Biao-Jiao",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Biao-Jiao Mien",
+              "iso_1_code": null,
+              "iso_3_code": "bje",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Mian-Jin",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Biao Mon",
+              "iso_1_code": null,
+              "iso_3_code": "bmt",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Iu Mien",
+              "iso_1_code": null,
+              "iso_3_code": "ium",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kim Mun",
+              "iso_1_code": null,
+              "iso_3_code": "mji",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Zaomin",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Dzao Min",
+              "iso_1_code": null,
+              "iso_3_code": "bpn",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Huavean.json b/data/Huavean.json
new file mode 100644
index 0000000000000000000000000000000000000000..b8dee332fa0373ef189f327f3206001bcaa4bdbb
--- /dev/null
+++ b/data/Huavean.json
@@ -0,0 +1,41 @@
+{
+  "name": "Huavean",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Huave, San Francisco del Mar",
+      "iso_1_code": null,
+      "iso_3_code": "hue",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Huave, San Mateo del Mar",
+      "iso_1_code": null,
+      "iso_3_code": "huv",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Huave, San Dionisio del Mar",
+      "iso_1_code": null,
+      "iso_3_code": "hve",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Huave, Santa Mar\u00eda del Mar",
+      "iso_1_code": null,
+      "iso_3_code": "hvv",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Indo-European.json b/data/Indo-European.json
new file mode 100644
index 0000000000000000000000000000000000000000..990705b7b9382a181b0e3761faa64bc162d4f580
--- /dev/null
+++ b/data/Indo-European.json
@@ -0,0 +1,6853 @@
+{
+  "name": "Indo-European",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": {
+    "name": "albanian",
+    "tokenizer": "SpaCyTokenizer(\"sq\")"
+  },
+  "source": "bottom",
+  "children": [
+    {
+      "name": "Albanian",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "albanian",
+        "tokenizer": "SpaCyTokenizer(\"sq\")"
+      },
+      "source": "bottom",
+      "children": [
+        {
+          "name": "Gheg",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "albanian",
+            "tokenizer": "SpaCyTokenizer(\"sq\")"
+          },
+          "source": "bottom",
+          "children": [
+            {
+              "name": "Albanian, Gheg",
+              "iso_1_code": "sq",
+              "iso_3_code": "aln",
+              "tokenizer": {
+                "name": "albanian",
+                "tokenizer": "SpaCyTokenizer(\"sq\")"
+              },
+              "source": "macrolanguage",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Tosk",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "albanian",
+            "tokenizer": "SpaCyTokenizer(\"sq\")"
+          },
+          "source": "bottom",
+          "children": [
+            {
+              "name": "Albanian, Arb\u00ebresh\u00eb",
+              "iso_1_code": "sq",
+              "iso_3_code": "aae",
+              "tokenizer": {
+                "name": "albanian",
+                "tokenizer": "SpaCyTokenizer(\"sq\")"
+              },
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Albanian, Arvanitika",
+              "iso_1_code": "sq",
+              "iso_3_code": "aat",
+              "tokenizer": {
+                "name": "albanian",
+                "tokenizer": "SpaCyTokenizer(\"sq\")"
+              },
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Albanian, Tosk",
+              "iso_1_code": "sq",
+              "iso_3_code": "als",
+              "tokenizer": {
+                "name": "albanian",
+                "tokenizer": "SpaCyTokenizer(\"sq\")"
+              },
+              "source": "macrolanguage",
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Armenian",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "armenian",
+        "tokenizer": "SpaCyTokenizer(\"hy\")"
+      },
+      "source": "bottom",
+      "children": [
+        {
+          "name": "Armenian",
+          "iso_1_code": "hy",
+          "iso_3_code": "hye",
+          "tokenizer": {
+            "name": "armenian",
+            "tokenizer": "SpaCyTokenizer(\"hy\")"
+          },
+          "source": "own",
+          "children": []
+        },
+        {
+          "name": "Armenian, Western",
+          "iso_1_code": null,
+          "iso_3_code": "hyw",
+          "tokenizer": {
+            "name": "western_armenian",
+            "tokenizer": "StanzaTokenizer(\"hyw\")"
+          },
+          "source": "own",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Balto-Slavic",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "lithuanian",
+        "tokenizer": "SpaCyTokenizer(\"lt\")"
+      },
+      "source": "bottom",
+      "children": [
+        {
+          "name": "Baltic",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "lithuanian",
+            "tokenizer": "SpaCyTokenizer(\"lt\")"
+          },
+          "source": "bottom",
+          "children": [
+            {
+              "name": "Eastern",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "lithuanian",
+                "tokenizer": "SpaCyTokenizer(\"lt\")"
+              },
+              "source": "bottom",
+              "children": [
+                {
+                  "name": "Lithuanian",
+                  "iso_1_code": "lt",
+                  "iso_3_code": "lit",
+                  "tokenizer": {
+                    "name": "lithuanian",
+                    "tokenizer": "SpaCyTokenizer(\"lt\")"
+                  },
+                  "source": "own",
+                  "children": []
+                },
+                {
+                  "name": "Latgalian",
+                  "iso_1_code": "lv",
+                  "iso_3_code": "ltg",
+                  "tokenizer": {
+                    "name": "latvian",
+                    "tokenizer": "SpaCyTokenizer(\"lv\")"
+                  },
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Latvian, Standard",
+                  "iso_1_code": "lv",
+                  "iso_3_code": "lvs",
+                  "tokenizer": {
+                    "name": "latvian",
+                    "tokenizer": "SpaCyTokenizer(\"lv\")"
+                  },
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Samogitian",
+                  "iso_1_code": null,
+                  "iso_3_code": "sgs",
+                  "tokenizer": {
+                    "name": "lithuanian",
+                    "tokenizer": "SpaCyTokenizer(\"lt\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Zemgalian",
+                  "iso_1_code": null,
+                  "iso_3_code": "xzm",
+                  "tokenizer": {
+                    "name": "lithuanian",
+                    "tokenizer": "SpaCyTokenizer(\"lt\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Western",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "lithuanian",
+                "tokenizer": "SpaCyTokenizer(\"lt\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Prussian",
+                  "iso_1_code": null,
+                  "iso_3_code": "prg",
+                  "tokenizer": {
+                    "name": "lithuanian",
+                    "tokenizer": "SpaCyTokenizer(\"lt\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Sudovian",
+                  "iso_1_code": null,
+                  "iso_3_code": "xsv",
+                  "tokenizer": {
+                    "name": "lithuanian",
+                    "tokenizer": "SpaCyTokenizer(\"lt\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Slavic",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "russian",
+            "tokenizer": "SpaCyTokenizer(\"ru\")"
+          },
+          "source": "bottom",
+          "children": [
+            {
+              "name": "East",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "russian",
+                "tokenizer": "SpaCyTokenizer(\"ru\")"
+              },
+              "source": "bottom",
+              "children": [
+                {
+                  "name": "Belarusian",
+                  "iso_1_code": "be",
+                  "iso_3_code": "bel",
+                  "tokenizer": {
+                    "name": "belarusian",
+                    "tokenizer": "StanzaTokenizer(\"be\")"
+                  },
+                  "source": "own",
+                  "children": []
+                },
+                {
+                  "name": "Ruthenian",
+                  "iso_1_code": null,
+                  "iso_3_code": "rsk",
+                  "tokenizer": {
+                    "name": "russian",
+                    "tokenizer": "SpaCyTokenizer(\"ru\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Rusyn",
+                  "iso_1_code": null,
+                  "iso_3_code": "rue",
+                  "tokenizer": {
+                    "name": "russian",
+                    "tokenizer": "SpaCyTokenizer(\"ru\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Russian",
+                  "iso_1_code": "ru",
+                  "iso_3_code": "rus",
+                  "tokenizer": {
+                    "name": "russian",
+                    "tokenizer": "SpaCyTokenizer(\"ru\")"
+                  },
+                  "source": "own",
+                  "children": []
+                },
+                {
+                  "name": "Ukrainian",
+                  "iso_1_code": "uk",
+                  "iso_3_code": "ukr",
+                  "tokenizer": {
+                    "name": "ukrainian",
+                    "tokenizer": "SpaCyTokenizer(\"uk\")"
+                  },
+                  "source": "own",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "South",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "bulgarian",
+                "tokenizer": "SpaCyTokenizer(\"bg\")"
+              },
+              "source": "bottom",
+              "children": [
+                {
+                  "name": "Eastern",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "bulgarian",
+                    "tokenizer": "SpaCyTokenizer(\"bg\")"
+                  },
+                  "source": "bottom",
+                  "children": [
+                    {
+                      "name": "Bulgarian",
+                      "iso_1_code": "bg",
+                      "iso_3_code": "bul",
+                      "tokenizer": {
+                        "name": "bulgarian",
+                        "tokenizer": "SpaCyTokenizer(\"bg\")"
+                      },
+                      "source": "own",
+                      "children": []
+                    },
+                    {
+                      "name": "Slavonic, Church",
+                      "iso_1_code": "cu",
+                      "iso_3_code": "chu",
+                      "tokenizer": {
+                        "name": "old_bulgarian",
+                        "tokenizer": "StanzaTokenizer(\"cu\")"
+                      },
+                      "source": "own",
+                      "children": []
+                    },
+                    {
+                      "name": "Macedonian",
+                      "iso_1_code": "mk",
+                      "iso_3_code": "mkd",
+                      "tokenizer": {
+                        "name": "macedonian",
+                        "tokenizer": "SpaCyTokenizer(\"mk\")"
+                      },
+                      "source": "own",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Western",
+                  "iso_1_code": null,
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+                          "iso_1_code": null,
+                          "iso_3_code": null,
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+                            "tokenizer": "SpaCyTokenizer(\"de\")"
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+                                "tokenizer": "SpaCyTokenizer(\"de\")"
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+                              "children": []
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+                                "tokenizer": "SpaCyTokenizer(\"de\")"
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+                              "iso_1_code": null,
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+                                "tokenizer": "SpaCyTokenizer(\"de\")"
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+                              "children": []
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+                                "tokenizer": "SpaCyTokenizer(\"de\")"
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+                              "children": []
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+                          "name": "West Middle German",
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+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "luxembourgish",
+                            "tokenizer": "SpaCyTokenizer(\"lb\")"
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+                          "source": "bottom",
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+                              "name": "Ripuarian",
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+                                "name": "luxembourgish",
+                                "tokenizer": "SpaCyTokenizer(\"lb\")"
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+                              "source": "down",
+                              "children": []
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+                              "name": "German, Pennsylvania",
+                              "iso_1_code": null,
+                              "iso_3_code": "pdc",
+                              "tokenizer": {
+                                "name": "luxembourgish",
+                                "tokenizer": "SpaCyTokenizer(\"lb\")"
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+                              "children": []
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+                                "name": "luxembourgish",
+                                "tokenizer": "SpaCyTokenizer(\"lb\")"
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+                              "children": []
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+                              "name": "Moselle Franconian",
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+                              "tokenizer": {
+                                "name": "luxembourgish",
+                                "tokenizer": "SpaCyTokenizer(\"lb\")"
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+                              "children": [
+                                {
+                                  "name": "Luxembourgish",
+                                  "iso_1_code": "lb",
+                                  "iso_3_code": "ltz",
+                                  "tokenizer": {
+                                    "name": "luxembourgish",
+                                    "tokenizer": "SpaCyTokenizer(\"lb\")"
+                                  },
+                                  "source": "own",
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Upper German",
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+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "german",
+                        "tokenizer": "SpaCyTokenizer(\"de\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Eastern Franconian",
+                          "iso_1_code": null,
+                          "iso_3_code": "vmf",
+                          "tokenizer": {
+                            "name": "german",
+                            "tokenizer": "SpaCyTokenizer(\"de\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Alemannic",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "german",
+                            "tokenizer": "SpaCyTokenizer(\"de\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "German, Colonia Tovar",
+                              "iso_1_code": null,
+                              "iso_3_code": "gct",
+                              "tokenizer": {
+                                "name": "german",
+                                "tokenizer": "SpaCyTokenizer(\"de\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "German, Swiss",
+                              "iso_1_code": null,
+                              "iso_3_code": "gsw",
+                              "tokenizer": {
+                                "name": "german",
+                                "tokenizer": "SpaCyTokenizer(\"de\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Swabian",
+                              "iso_1_code": null,
+                              "iso_3_code": "swg",
+                              "tokenizer": {
+                                "name": "german",
+                                "tokenizer": "SpaCyTokenizer(\"de\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Walser",
+                              "iso_1_code": null,
+                              "iso_3_code": "wae",
+                              "tokenizer": {
+                                "name": "german",
+                                "tokenizer": "SpaCyTokenizer(\"de\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Bavarian-Austrian",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "german",
+                            "tokenizer": "SpaCyTokenizer(\"de\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Bavarian",
+                              "iso_1_code": null,
+                              "iso_3_code": "bar",
+                              "tokenizer": {
+                                "name": "german",
+                                "tokenizer": "SpaCyTokenizer(\"de\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Cimbrian",
+                              "iso_1_code": null,
+                              "iso_3_code": "cim",
+                              "tokenizer": {
+                                "name": "german",
+                                "tokenizer": "SpaCyTokenizer(\"de\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Hutterisch",
+                              "iso_1_code": null,
+                              "iso_3_code": "geh",
+                              "tokenizer": {
+                                "name": "german",
+                                "tokenizer": "SpaCyTokenizer(\"de\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "M\u00f2cheno",
+                              "iso_1_code": null,
+                              "iso_3_code": "mhn",
+                              "tokenizer": {
+                                "name": "german",
+                                "tokenizer": "SpaCyTokenizer(\"de\")"
+                              },
+                              "source": "down",
+                              "children": []
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+                  "name": "Yiddish",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
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+                    "name": "german",
+                    "tokenizer": "SpaCyTokenizer(\"de\")"
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+                      "name": "Yiddish, Eastern",
+                      "iso_1_code": "yi",
+                      "iso_3_code": "ydd",
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+                        "name": "german",
+                        "tokenizer": "SpaCyTokenizer(\"de\")"
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+                    {
+                      "name": "Yiddish, Western",
+                      "iso_1_code": "yi",
+                      "iso_3_code": "yih",
+                      "tokenizer": {
+                        "name": "german",
+                        "tokenizer": "SpaCyTokenizer(\"de\")"
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+              "name": "Low Saxon-Low Franconian",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "afrikaans",
+                "tokenizer": "SpaCyTokenizer(\"af\")"
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+                  "name": "Low Franconian",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "afrikaans",
+                    "tokenizer": "SpaCyTokenizer(\"af\")"
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+                      "name": "Afrikaans",
+                      "iso_1_code": "af",
+                      "iso_3_code": "afr",
+                      "tokenizer": {
+                        "name": "afrikaans",
+                        "tokenizer": "SpaCyTokenizer(\"af\")"
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+                      "source": "own",
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+                    },
+                    {
+                      "name": "Limburgish",
+                      "iso_1_code": "li",
+                      "iso_3_code": "lim",
+                      "tokenizer": {
+                        "name": "afrikaans",
+                        "tokenizer": "SpaCyTokenizer(\"af\")"
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+                      "source": "down",
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+                    {
+                      "name": "Dutch",
+                      "iso_1_code": "nl",
+                      "iso_3_code": "nld",
+                      "tokenizer": {
+                        "name": "dutch",
+                        "tokenizer": "SpaCyTokenizer(\"nl\")"
+                      },
+                      "source": "own",
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+                    },
+                    {
+                      "name": "West Flemish",
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+                      "iso_3_code": "vls",
+                      "tokenizer": {
+                        "name": "afrikaans",
+                        "tokenizer": "SpaCyTokenizer(\"af\")"
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+                    {
+                      "name": "Zeeuws",
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+                      "iso_3_code": "zea",
+                      "tokenizer": {
+                        "name": "afrikaans",
+                        "tokenizer": "SpaCyTokenizer(\"af\")"
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+                  "iso_3_code": null,
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+                    "name": "afrikaans",
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+                      "name": "Achterhoeks",
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+                      "iso_3_code": "act",
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+                        "name": "afrikaans",
+                        "tokenizer": "SpaCyTokenizer(\"af\")"
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+                      "name": "Drents",
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+                        "name": "afrikaans",
+                        "tokenizer": "SpaCyTokenizer(\"af\")"
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+                    {
+                      "name": "Saxon, East Frisian Low",
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+                      "iso_3_code": "frs",
+                      "tokenizer": {
+                        "name": "afrikaans",
+                        "tokenizer": "SpaCyTokenizer(\"af\")"
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+                      "name": "Gronings",
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+                        "name": "afrikaans",
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+                      "name": "Saxon, Low",
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+                        "name": "afrikaans",
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+                      "name": "Plautdietsch",
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+                        "name": "afrikaans",
+                        "tokenizer": "SpaCyTokenizer(\"af\")"
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+                      "name": "Sallands",
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+                      "tokenizer": {
+                        "name": "afrikaans",
+                        "tokenizer": "SpaCyTokenizer(\"af\")"
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+                      "name": "Stellingwerfs",
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+                        "name": "afrikaans",
+                        "tokenizer": "SpaCyTokenizer(\"af\")"
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+                      "name": "Twents",
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+                      "iso_3_code": "twd",
+                      "tokenizer": {
+                        "name": "afrikaans",
+                        "tokenizer": "SpaCyTokenizer(\"af\")"
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+                      "name": "Veluws",
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+                      "iso_3_code": "vel",
+                      "tokenizer": {
+                        "name": "afrikaans",
+                        "tokenizer": "SpaCyTokenizer(\"af\")"
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+                      "name": "Westphalien",
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+                      "tokenizer": {
+                        "name": "afrikaans",
+                        "tokenizer": "SpaCyTokenizer(\"af\")"
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+      "name": "Greek",
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+        "name": "greek",
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+          "name": "Attic",
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+            "name": "greek",
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+              "name": "Cappadocian Greek",
+              "iso_1_code": null,
+              "iso_3_code": "cpg",
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+                "name": "greek",
+                "tokenizer": "SpaCyTokenizer(\"el\")"
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+              "name": "Greek",
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+              "iso_3_code": "ell",
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+                "name": "greek",
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+            {
+              "name": "Greek, Ancient",
+              "iso_1_code": null,
+              "iso_3_code": "grc",
+              "tokenizer": {
+                "name": "ancient_greek",
+                "tokenizer": "SpaCyTokenizer(\"grc\")"
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+              "source": "own",
+              "children": []
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+              "name": "Pontic",
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+                "name": "greek",
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+              "name": "Yevanic",
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+                "name": "greek",
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+              "name": "Tsakonian",
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+      "name": "Indo-Iranian",
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+              "name": "Sanskrit",
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+                "name": "sanskrit",
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+              "name": "Intermediate Divisions",
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+                "name": "nepali",
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+                      "tokenizer": {
+                        "name": "nepali",
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+                          "name": "Awadhi",
+                          "iso_1_code": null,
+                          "iso_3_code": "awa",
+                          "tokenizer": {
+                            "name": "nepali",
+                            "tokenizer": "SpaCyTokenizer(\"ne\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Bagheli",
+                          "iso_1_code": null,
+                          "iso_3_code": "bfy",
+                          "tokenizer": {
+                            "name": "nepali",
+                            "tokenizer": "SpaCyTokenizer(\"ne\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Fiji Hindi",
+                          "iso_1_code": null,
+                          "iso_3_code": "hif",
+                          "tokenizer": {
+                            "name": "nepali",
+                            "tokenizer": "SpaCyTokenizer(\"ne\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Chhattisgarhi",
+                          "iso_1_code": null,
+                          "iso_3_code": "hne",
+                          "tokenizer": {
+                            "name": "nepali",
+                            "tokenizer": "SpaCyTokenizer(\"ne\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kamar",
+                          "iso_1_code": null,
+                          "iso_3_code": "keq",
+                          "tokenizer": {
+                            "name": "nepali",
+                            "tokenizer": "SpaCyTokenizer(\"ne\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Surgujia",
+                          "iso_1_code": null,
+                          "iso_3_code": "sgj",
+                          "tokenizer": {
+                            "name": "nepali",
+                            "tokenizer": "SpaCyTokenizer(\"ne\")"
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+                          "source": "down",
+                          "children": []
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+                        "name": "nepali",
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+                          "name": "Dotyali",
+                          "iso_1_code": "ne",
+                          "iso_3_code": "dty",
+                          "tokenizer": {
+                            "name": "nepali",
+                            "tokenizer": "SpaCyTokenizer(\"ne\")"
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+                          "source": "macrolanguage",
+                          "children": []
+                        },
+                        {
+                          "name": "Jumli",
+                          "iso_1_code": null,
+                          "iso_3_code": "jml",
+                          "tokenizer": {
+                            "name": "nepali",
+                            "tokenizer": "SpaCyTokenizer(\"ne\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Nepali",
+                          "iso_1_code": "ne",
+                          "iso_3_code": "npi",
+                          "tokenizer": {
+                            "name": "nepali",
+                            "tokenizer": "SpaCyTokenizer(\"ne\")"
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+                        "name": "gujarati",
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+                        "name": "gujarati",
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+                        "name": "gujarati",
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+                        "name": "gujarati",
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+                          "name": "Bareli, Pauri",
+                          "iso_1_code": null,
+                          "iso_3_code": "bfb",
+                          "tokenizer": {
+                            "name": "gujarati",
+                            "tokenizer": "SpaCyTokenizer(\"gu\")"
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+                        },
+                        {
+                          "name": "Bareli, Rathwi",
+                          "iso_1_code": null,
+                          "iso_3_code": "bgd",
+                          "tokenizer": {
+                            "name": "gujarati",
+                            "tokenizer": "SpaCyTokenizer(\"gu\")"
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+                          "source": "down",
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+                        },
+                        {
+                          "name": "Bauria",
+                          "iso_1_code": null,
+                          "iso_3_code": "bge",
+                          "tokenizer": {
+                            "name": "gujarati",
+                            "tokenizer": "SpaCyTokenizer(\"gu\")"
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+                          "source": "down",
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+                        },
+                        {
+                          "name": "Bhili",
+                          "iso_1_code": null,
+                          "iso_3_code": "bhb",
+                          "tokenizer": {
+                            "name": "gujarati",
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+                          "iso_3_code": "gju",
+                          "tokenizer": {
+                            "name": "gujarati",
+                            "tokenizer": "SpaCyTokenizer(\"gu\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Marwari",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "gujarati",
+                            "tokenizer": "SpaCyTokenizer(\"gu\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Dhundari",
+                              "iso_1_code": null,
+                              "iso_3_code": "dhd",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Godwari",
+                              "iso_1_code": null,
+                              "iso_3_code": "gdx",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Goaria",
+                              "iso_1_code": null,
+                              "iso_3_code": "gig",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Jogi",
+                              "iso_1_code": null,
+                              "iso_3_code": "jog",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Loarki",
+                              "iso_1_code": null,
+                              "iso_3_code": "lrk",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Dhatki",
+                              "iso_1_code": null,
+                              "iso_3_code": "mki",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Mewari",
+                              "iso_1_code": null,
+                              "iso_3_code": "mtr",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Marwari",
+                              "iso_1_code": null,
+                              "iso_3_code": "mve",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Marwari",
+                              "iso_1_code": null,
+                              "iso_3_code": "rwr",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Shekhawati",
+                              "iso_1_code": null,
+                              "iso_3_code": "swv",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Merwari",
+                              "iso_1_code": null,
+                              "iso_3_code": "wry",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Unclassified",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "gujarati",
+                            "tokenizer": "SpaCyTokenizer(\"gu\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Bagri",
+                              "iso_1_code": null,
+                              "iso_3_code": "bgq",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Lohar, Gade",
+                              "iso_1_code": null,
+                              "iso_3_code": "gda",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Gurgula",
+                              "iso_1_code": null,
+                              "iso_3_code": "ggg",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Haroti",
+                              "iso_1_code": null,
+                              "iso_3_code": "hoj",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Lambadi",
+                              "iso_1_code": null,
+                              "iso_3_code": "lmn",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Malvi",
+                              "iso_1_code": null,
+                              "iso_3_code": "mup",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Nimadi",
+                              "iso_1_code": null,
+                              "iso_3_code": "noe",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Romani",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "gujarati",
+                        "tokenizer": "SpaCyTokenizer(\"gu\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Balkan",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "gujarati",
+                            "tokenizer": "SpaCyTokenizer(\"gu\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Romani, Balkan",
+                              "iso_1_code": null,
+                              "iso_3_code": "rmn",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Northern",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "gujarati",
+                            "tokenizer": "SpaCyTokenizer(\"gu\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Romani, Carpathian",
+                              "iso_1_code": null,
+                              "iso_3_code": "rmc",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Romani, Kalo Finnish",
+                              "iso_1_code": null,
+                              "iso_3_code": "rmf",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Romani, Baltic",
+                              "iso_1_code": null,
+                              "iso_3_code": "rml",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Romani, Sinte",
+                              "iso_1_code": null,
+                              "iso_3_code": "rmo",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Romani, Welsh",
+                              "iso_1_code": null,
+                              "iso_3_code": "rmw",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Vlax",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "gujarati",
+                            "tokenizer": "SpaCyTokenizer(\"gu\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Romani, Vlax",
+                              "iso_1_code": null,
+                              "iso_3_code": "rmy",
+                              "tokenizer": {
+                                "name": "gujarati",
+                                "tokenizer": "SpaCyTokenizer(\"gu\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Unclassified",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "gujarati",
+                        "tokenizer": "SpaCyTokenizer(\"gu\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Sonha",
+                          "iso_1_code": null,
+                          "iso_3_code": "soi",
+                          "tokenizer": {
+                            "name": "gujarati",
+                            "tokenizer": "SpaCyTokenizer(\"gu\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Mewati",
+                          "iso_1_code": null,
+                          "iso_3_code": "wtm",
+                          "tokenizer": {
+                            "name": "gujarati",
+                            "tokenizer": "SpaCyTokenizer(\"gu\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Outer Languages",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "bengali",
+                "tokenizer": "SpaCyTokenizer(\"bn\")"
+              },
+              "source": "bottom",
+              "children": [
+                {
+                  "name": "Eastern",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "bengali",
+                    "tokenizer": "SpaCyTokenizer(\"bn\")"
+                  },
+                  "source": "bottom",
+                  "children": [
+                    {
+                      "name": "Bengali-Assamese",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "bengali",
+                        "tokenizer": "SpaCyTokenizer(\"bn\")"
+                      },
+                      "source": "bottom",
+                      "children": [
+                        {
+                          "name": "Assamese",
+                          "iso_1_code": "as",
+                          "iso_3_code": "asm",
+                          "tokenizer": {
+                            "name": "assamese",
+                            "tokenizer": "IndicNLPTokenizer(\"as\")"
+                          },
+                          "source": "own",
+                          "children": []
+                        },
+                        {
+                          "name": "Bengali",
+                          "iso_1_code": "bn",
+                          "iso_3_code": "ben",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "own",
+                          "children": []
+                        },
+                        {
+                          "name": "Bishnupuriya",
+                          "iso_1_code": null,
+                          "iso_3_code": "bpy",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Chakma",
+                          "iso_1_code": null,
+                          "iso_3_code": "ccp",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Chittagonian",
+                          "iso_1_code": null,
+                          "iso_3_code": "ctg",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Hajong",
+                          "iso_1_code": null,
+                          "iso_3_code": "haj",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Halbi",
+                          "iso_1_code": null,
+                          "iso_3_code": "hlb",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kurmukar",
+                          "iso_1_code": null,
+                          "iso_3_code": "kfv",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kharia Thar",
+                          "iso_1_code": null,
+                          "iso_3_code": "ksy",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kewat",
+                          "iso_1_code": null,
+                          "iso_3_code": "kyv",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Lodhi",
+                          "iso_1_code": null,
+                          "iso_3_code": "lbm",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Mal Paharia",
+                          "iso_1_code": null,
+                          "iso_3_code": "mkb",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Nahari",
+                          "iso_1_code": null,
+                          "iso_3_code": "nhh",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Rohingya",
+                          "iso_1_code": null,
+                          "iso_3_code": "rhg",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Rajbanshi",
+                          "iso_1_code": null,
+                          "iso_3_code": "rjs",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Rangpuri",
+                          "iso_1_code": null,
+                          "iso_3_code": "rkt",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Sylheti",
+                          "iso_1_code": null,
+                          "iso_3_code": "syl",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Tangchangya",
+                          "iso_1_code": null,
+                          "iso_3_code": "tnv",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Mirgan",
+                          "iso_1_code": null,
+                          "iso_3_code": "zrg",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Bihari",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "bengali",
+                        "tokenizer": "SpaCyTokenizer(\"bn\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Bhojpuri",
+                          "iso_1_code": null,
+                          "iso_3_code": "bho",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Hindustani, Sarnami",
+                          "iso_1_code": null,
+                          "iso_3_code": "hns",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kudmali",
+                          "iso_1_code": null,
+                          "iso_3_code": "kyw",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Magahi",
+                          "iso_1_code": null,
+                          "iso_3_code": "mag",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Maithili",
+                          "iso_1_code": null,
+                          "iso_3_code": "mai",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Majhi",
+                          "iso_1_code": null,
+                          "iso_3_code": "mjz",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Sadri",
+                          "iso_1_code": null,
+                          "iso_3_code": "sck",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Sadri, Oraon",
+                          "iso_1_code": null,
+                          "iso_3_code": "sdr",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Surjapuri",
+                          "iso_1_code": null,
+                          "iso_3_code": "sjp",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Musasa",
+                          "iso_1_code": null,
+                          "iso_3_code": "smm",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Panchpargania",
+                          "iso_1_code": null,
+                          "iso_3_code": "tdb",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Bajjika",
+                          "iso_1_code": null,
+                          "iso_3_code": "vjk",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Oriya",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "oriya",
+                        "tokenizer": "IndicNLPTokenizer(\"or\")"
+                      },
+                      "source": "bottom",
+                      "children": [
+                        {
+                          "name": "Bodo Parja",
+                          "iso_1_code": null,
+                          "iso_3_code": "bdv",
+                          "tokenizer": {
+                            "name": "oriya",
+                            "tokenizer": "IndicNLPTokenizer(\"or\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Bhatri",
+                          "iso_1_code": null,
+                          "iso_3_code": "bgw",
+                          "tokenizer": {
+                            "name": "oriya",
+                            "tokenizer": "IndicNLPTokenizer(\"or\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Bhunjia",
+                          "iso_1_code": null,
+                          "iso_3_code": "bhu",
+                          "tokenizer": {
+                            "name": "oriya",
+                            "tokenizer": "IndicNLPTokenizer(\"or\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Desiya",
+                          "iso_1_code": null,
+                          "iso_3_code": "dso",
+                          "tokenizer": {
+                            "name": "oriya",
+                            "tokenizer": "IndicNLPTokenizer(\"or\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kupia",
+                          "iso_1_code": null,
+                          "iso_3_code": "key",
+                          "tokenizer": {
+                            "name": "oriya",
+                            "tokenizer": "IndicNLPTokenizer(\"or\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Oriya, Adivasi",
+                          "iso_1_code": null,
+                          "iso_3_code": "ort",
+                          "tokenizer": {
+                            "name": "oriya",
+                            "tokenizer": "IndicNLPTokenizer(\"or\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Odia",
+                          "iso_1_code": "or",
+                          "iso_3_code": "ory",
+                          "tokenizer": {
+                            "name": "oriya",
+                            "tokenizer": "IndicNLPTokenizer(\"or\")"
+                          },
+                          "source": "macrolanguage",
+                          "children": []
+                        },
+                        {
+                          "name": "Reli",
+                          "iso_1_code": null,
+                          "iso_3_code": "rei",
+                          "tokenizer": {
+                            "name": "oriya",
+                            "tokenizer": "IndicNLPTokenizer(\"or\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Sambalpuri",
+                          "iso_1_code": "or",
+                          "iso_3_code": "spv",
+                          "tokenizer": {
+                            "name": "oriya",
+                            "tokenizer": "IndicNLPTokenizer(\"or\")"
+                          },
+                          "source": "macrolanguage",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Unclassified",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "bengali",
+                        "tokenizer": "SpaCyTokenizer(\"bn\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Angika",
+                          "iso_1_code": null,
+                          "iso_3_code": "anp",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Bote",
+                          "iso_1_code": null,
+                          "iso_3_code": "bmj",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Buksa",
+                          "iso_1_code": null,
+                          "iso_3_code": "tkb",
+                          "tokenizer": {
+                            "name": "bengali",
+                            "tokenizer": "SpaCyTokenizer(\"bn\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "Northwestern",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "sindhi",
+                    "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                  },
+                  "source": "bottom",
+                  "children": [
+                    {
+                      "name": "Dardic",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "sindhi",
+                        "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Chitral",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "sindhi",
+                            "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Khowar",
+                              "iso_1_code": null,
+                              "iso_3_code": "khw",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Kalasha",
+                              "iso_1_code": null,
+                              "iso_3_code": "kls",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Kashmiri",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "sindhi",
+                            "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Kashmiri",
+                              "iso_1_code": "ks",
+                              "iso_3_code": "kas",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Kohistani",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "sindhi",
+                            "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Bateri",
+                              "iso_1_code": null,
+                              "iso_3_code": "btv",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Chilisso",
+                              "iso_1_code": null,
+                              "iso_3_code": "clh",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Gawri",
+                              "iso_1_code": null,
+                              "iso_3_code": "gwc",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Gowro",
+                              "iso_1_code": null,
+                              "iso_3_code": "gwf",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Kohistani, Indus",
+                              "iso_1_code": null,
+                              "iso_3_code": "mvy",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Mankiyali",
+                              "iso_1_code": null,
+                              "iso_3_code": "nlm",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Tirahi",
+                              "iso_1_code": null,
+                              "iso_3_code": "tra",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Torwali",
+                              "iso_1_code": null,
+                              "iso_3_code": "trw",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Degano",
+                              "iso_1_code": null,
+                              "iso_3_code": "wsv",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Kunar",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "sindhi",
+                            "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Dameli",
+                              "iso_1_code": null,
+                              "iso_3_code": "dml",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Gawar-Bati",
+                              "iso_1_code": null,
+                              "iso_3_code": "gwt",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Grangali",
+                              "iso_1_code": null,
+                              "iso_3_code": "nli",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Shumashti",
+                              "iso_1_code": null,
+                              "iso_3_code": "sts",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Pashai",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "sindhi",
+                            "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Pashai, Northeast",
+                              "iso_1_code": null,
+                              "iso_3_code": "aee",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Pashai, Northwest",
+                              "iso_1_code": null,
+                              "iso_3_code": "glh",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Pashai, Southwest",
+                              "iso_1_code": null,
+                              "iso_3_code": "psh",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Pashai, Southeast",
+                              "iso_1_code": null,
+                              "iso_3_code": "psi",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Shina",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "sindhi",
+                            "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Brokskat",
+                              "iso_1_code": null,
+                              "iso_3_code": "bkk",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Palula",
+                              "iso_1_code": null,
+                              "iso_3_code": "phl",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Shina, Kohistani",
+                              "iso_1_code": null,
+                              "iso_3_code": "plk",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Shina",
+                              "iso_1_code": null,
+                              "iso_3_code": "scl",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Savi",
+                              "iso_1_code": null,
+                              "iso_3_code": "sdg",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Kundal Shahi",
+                              "iso_1_code": null,
+                              "iso_3_code": "shd",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Ushojo",
+                              "iso_1_code": null,
+                              "iso_3_code": "ush",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Kalkoti",
+                              "iso_1_code": null,
+                              "iso_3_code": "xka",
+                              "tokenizer": {
+                                "name": "sindhi",
+                                "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Sindhi",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "sindhi",
+                        "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                      },
+                      "source": "bottom",
+                      "children": [
+                        {
+                          "name": "Jadgali",
+                          "iso_1_code": null,
+                          "iso_3_code": "jdg",
+                          "tokenizer": {
+                            "name": "sindhi",
+                            "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kacchi",
+                          "iso_1_code": null,
+                          "iso_3_code": "kfr",
+                          "tokenizer": {
+                            "name": "sindhi",
+                            "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Lasi",
+                          "iso_1_code": null,
+                          "iso_3_code": "lss",
+                          "tokenizer": {
+                            "name": "sindhi",
+                            "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Luwati",
+                          "iso_1_code": null,
+                          "iso_3_code": "luv",
+                          "tokenizer": {
+                            "name": "sindhi",
+                            "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Sindhi Bhil",
+                          "iso_1_code": null,
+                          "iso_3_code": "sbn",
+                          "tokenizer": {
+                            "name": "sindhi",
+                            "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Sindhi",
+                          "iso_1_code": "sd",
+                          "iso_3_code": "snd",
+                          "tokenizer": {
+                            "name": "sindhi",
+                            "tokenizer": "IndicNLPTokenizer(\"sd\")"
+                          },
+                          "source": "own",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "Southern",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "marathi",
+                    "tokenizer": "SpaCyTokenizer(\"mr\")"
+                  },
+                  "source": "bottom",
+                  "children": [
+                    {
+                      "name": "Marathi",
+                      "iso_1_code": "mr",
+                      "iso_3_code": "mar",
+                      "tokenizer": {
+                        "name": "marathi",
+                        "tokenizer": "SpaCyTokenizer(\"mr\")"
+                      },
+                      "source": "own",
+                      "children": []
+                    },
+                    {
+                      "name": "Konkani",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "konkani",
+                        "tokenizer": "IndicNLPTokenizer(\"kok\")"
+                      },
+                      "source": "bottom",
+                      "children": [
+                        {
+                          "name": "Konkani, Goan",
+                          "iso_1_code": null,
+                          "iso_3_code": "gom",
+                          "tokenizer": {
+                            "name": "konkani",
+                            "tokenizer": "IndicNLPTokenizer(\"kok\")"
+                          },
+                          "source": null,
+                          "children": []
+                        },
+                        {
+                          "name": "Kukna",
+                          "iso_1_code": null,
+                          "iso_3_code": "kex",
+                          "tokenizer": {
+                            "name": "konkani",
+                            "tokenizer": "IndicNLPTokenizer(\"kok\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Katkari",
+                          "iso_1_code": null,
+                          "iso_3_code": "kfu",
+                          "tokenizer": {
+                            "name": "konkani",
+                            "tokenizer": "IndicNLPTokenizer(\"kok\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Konkani",
+                          "iso_1_code": null,
+                          "iso_3_code": "knn",
+                          "tokenizer": {
+                            "name": "konkani",
+                            "tokenizer": "IndicNLPTokenizer(\"kok\")"
+                          },
+                          "source": null,
+                          "children": []
+                        },
+                        {
+                          "name": "Phudagi",
+                          "iso_1_code": null,
+                          "iso_3_code": "phd",
+                          "tokenizer": {
+                            "name": "konkani",
+                            "tokenizer": "IndicNLPTokenizer(\"kok\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Samvedi",
+                          "iso_1_code": null,
+                          "iso_3_code": "smv",
+                          "tokenizer": {
+                            "name": "konkani",
+                            "tokenizer": "IndicNLPTokenizer(\"kok\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Varli",
+                          "iso_1_code": null,
+                          "iso_3_code": "vav",
+                          "tokenizer": {
+                            "name": "konkani",
+                            "tokenizer": "IndicNLPTokenizer(\"kok\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Sinhalese-Maldivian",
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+                      "tokenizer": {
+                        "name": "sinhala",
+                        "tokenizer": "SpaCyTokenizer(\"si\")"
+                      },
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+                      "children": [
+                        {
+                          "name": "Maldivian",
+                          "iso_1_code": "dv",
+                          "iso_3_code": "div",
+                          "tokenizer": {
+                            "name": "sinhala",
+                            "tokenizer": "SpaCyTokenizer(\"si\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Sinhala",
+                          "iso_1_code": "si",
+                          "iso_3_code": "sin",
+                          "tokenizer": {
+                            "name": "sinhala",
+                            "tokenizer": "SpaCyTokenizer(\"si\")"
+                          },
+                          "source": "own",
+                          "children": []
+                        },
+                        {
+                          "name": "Veddah",
+                          "iso_1_code": null,
+                          "iso_3_code": "ved",
+                          "tokenizer": {
+                            "name": "sinhala",
+                            "tokenizer": "SpaCyTokenizer(\"si\")"
+                          },
+                          "source": "down",
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+                        }
+                      ]
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+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "marathi",
+                        "tokenizer": "SpaCyTokenizer(\"mr\")"
+                      },
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+                      "children": [
+                        {
+                          "name": "Bhalay",
+                          "iso_1_code": null,
+                          "iso_3_code": "bhx",
+                          "tokenizer": {
+                            "name": "marathi",
+                            "tokenizer": "SpaCyTokenizer(\"mr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Deccan",
+                          "iso_1_code": null,
+                          "iso_3_code": "dcc",
+                          "tokenizer": {
+                            "name": "marathi",
+                            "tokenizer": "SpaCyTokenizer(\"mr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Gowlan",
+                          "iso_1_code": null,
+                          "iso_3_code": "goj",
+                          "tokenizer": {
+                            "name": "marathi",
+                            "tokenizer": "SpaCyTokenizer(\"mr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Varhadi-Nagpuri",
+                          "iso_1_code": null,
+                          "iso_3_code": "vah",
+                          "tokenizer": {
+                            "name": "marathi",
+                            "tokenizer": "SpaCyTokenizer(\"mr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
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+              "name": "Tharu",
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+                    "tokenizer": "SpaCyTokenizer(\"sa\")"
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+                      "name": "Tharu, Mid-Eastern",
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+                        "name": "sanskrit",
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+                "name": "hindi",
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+                          "name": "Kabutra",
+                          "iso_1_code": null,
+                          "iso_3_code": "kbu",
+                          "tokenizer": {
+                            "name": "hindi",
+                            "tokenizer": "SpaCyTokenizer(\"hi\")"
+                          },
+                          "source": "down",
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+                        {
+                          "name": "Sansi",
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+                            "name": "hindi",
+                            "tokenizer": "SpaCyTokenizer(\"hi\")"
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+                          "source": "down",
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+                          "name": "Ishkashimi",
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+                          "iso_3_code": "isk",
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+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
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+                        {
+                          "name": "Munji",
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+                          "iso_3_code": "mnj",
+                          "tokenizer": {
+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
+                          },
+                          "source": "down",
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+                        {
+                          "name": "Sanglechi",
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+                          "iso_3_code": "sgy",
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+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
+                          },
+                          "source": "down",
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+                        {
+                          "name": "Wakhi",
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+                          "iso_3_code": "wbl",
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+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
+                          },
+                          "source": "down",
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+                        {
+                          "name": "Yadgha",
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+                          "iso_3_code": "ydg",
+                          "tokenizer": {
+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Shugni-Yazgulami",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
+                          },
+                          "source": "down",
+                          "children": [
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+                              "name": "Shughni",
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+                              "iso_3_code": "sgh",
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+                                "name": "persian",
+                                "tokenizer": "SpaCyTokenizer(\"fa\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Sarikoli",
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+                              "iso_3_code": "srh",
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+                                "name": "persian",
+                                "tokenizer": "SpaCyTokenizer(\"fa\")"
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+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Yazghulami",
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+                              "iso_3_code": "yah",
+                              "tokenizer": {
+                                "name": "persian",
+                                "tokenizer": "SpaCyTokenizer(\"fa\")"
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+                              "source": "down",
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+                      ]
+                    },
+                    {
+                      "name": "Pashto",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "persian",
+                        "tokenizer": "SpaCyTokenizer(\"fa\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Pashto, Southern",
+                          "iso_1_code": "ps",
+                          "iso_3_code": "pbt",
+                          "tokenizer": {
+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Pashto, Northern",
+                          "iso_1_code": "ps",
+                          "iso_3_code": "pbu",
+                          "tokenizer": {
+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Pashto, Central",
+                          "iso_1_code": "ps",
+                          "iso_3_code": "pst",
+                          "tokenizer": {
+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Waneci",
+                          "iso_1_code": null,
+                          "iso_3_code": "wne",
+                          "tokenizer": {
+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Western",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "persian",
+                "tokenizer": "SpaCyTokenizer(\"fa\")"
+              },
+              "source": "bottom",
+              "children": [
+                {
+                  "name": "Northwestern",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "northern_kurdish",
+                    "tokenizer": "StanzaTokenizer(\"kmr\")"
+                  },
+                  "source": "bottom",
+                  "children": [
+                    {
+                      "name": "Balochi",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "northern_kurdish",
+                        "tokenizer": "StanzaTokenizer(\"kmr\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Balochi, Southern",
+                          "iso_1_code": null,
+                          "iso_3_code": "bcc",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Balochi, Western",
+                          "iso_1_code": null,
+                          "iso_3_code": "bgn",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Balochi, Eastern",
+                          "iso_1_code": null,
+                          "iso_3_code": "bgp",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Bashkardi",
+                          "iso_1_code": null,
+                          "iso_3_code": "bsg",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Koroshi",
+                          "iso_1_code": null,
+                          "iso_3_code": "ktl",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Caspian",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "northern_kurdish",
+                        "tokenizer": "StanzaTokenizer(\"kmr\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Gilaki",
+                          "iso_1_code": null,
+                          "iso_3_code": "glk",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Mazandarani",
+                          "iso_1_code": null,
+                          "iso_3_code": "mzn",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Shahmirzadi",
+                          "iso_1_code": null,
+                          "iso_3_code": "srz",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Central Iran",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "northern_kurdish",
+                        "tokenizer": "StanzaTokenizer(\"kmr\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Ashtiani",
+                          "iso_1_code": null,
+                          "iso_3_code": "atn",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Dari, Zoroastrian",
+                          "iso_1_code": null,
+                          "iso_3_code": "gbz",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Gazi",
+                          "iso_1_code": null,
+                          "iso_3_code": "gzi",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Khunsari",
+                          "iso_1_code": null,
+                          "iso_3_code": "kfm",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Natanzi",
+                          "iso_1_code": null,
+                          "iso_3_code": "ntz",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Nayini",
+                          "iso_1_code": null,
+                          "iso_3_code": "nyq",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Parsi-Dari",
+                          "iso_1_code": null,
+                          "iso_3_code": "prd",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Sivandi",
+                          "iso_1_code": null,
+                          "iso_3_code": "siy",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Soi",
+                          "iso_1_code": null,
+                          "iso_3_code": "soj",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Vafsi",
+                          "iso_1_code": null,
+                          "iso_3_code": "vaf",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Kurdish",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "northern_kurdish",
+                        "tokenizer": "StanzaTokenizer(\"kmr\")"
+                      },
+                      "source": "bottom",
+                      "children": [
+                        {
+                          "name": "Kurdish, Central",
+                          "iso_1_code": "ku",
+                          "iso_3_code": "ckb",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kurdish, Northern",
+                          "iso_1_code": "ku",
+                          "iso_3_code": "kmr",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "own",
+                          "children": []
+                        },
+                        {
+                          "name": "Laki",
+                          "iso_1_code": null,
+                          "iso_3_code": "lki",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kurdish, Southern",
+                          "iso_1_code": "ku",
+                          "iso_3_code": "sdh",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Ormuri-Parachi",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "northern_kurdish",
+                        "tokenizer": "StanzaTokenizer(\"kmr\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Ormuri",
+                          "iso_1_code": null,
+                          "iso_3_code": "oru",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Parachi",
+                          "iso_1_code": null,
+                          "iso_3_code": "prc",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Semnani",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "northern_kurdish",
+                        "tokenizer": "StanzaTokenizer(\"kmr\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Lasgerdi",
+                          "iso_1_code": null,
+                          "iso_3_code": "lsa",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Sangisari",
+                          "iso_1_code": null,
+                          "iso_3_code": "sgr",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Semnani",
+                          "iso_1_code": null,
+                          "iso_3_code": "smy",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Sorkhei",
+                          "iso_1_code": null,
+                          "iso_3_code": "sqo",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Talysh",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "northern_kurdish",
+                        "tokenizer": "StanzaTokenizer(\"kmr\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Alviri-Vidari",
+                          "iso_1_code": null,
+                          "iso_3_code": "avd",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Eshtehardi",
+                          "iso_1_code": null,
+                          "iso_3_code": "esh",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Gozarkhani",
+                          "iso_1_code": null,
+                          "iso_3_code": "goz",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Harzani",
+                          "iso_1_code": null,
+                          "iso_3_code": "hrz",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Karingani",
+                          "iso_1_code": null,
+                          "iso_3_code": "kgn",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Koresh-e Rostam",
+                          "iso_1_code": null,
+                          "iso_3_code": "okh",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Razajerdi",
+                          "iso_1_code": null,
+                          "iso_3_code": "rat",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Rudbari",
+                          "iso_1_code": null,
+                          "iso_3_code": "rdb",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Shahrudi",
+                          "iso_1_code": null,
+                          "iso_3_code": "shm",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Takestani",
+                          "iso_1_code": null,
+                          "iso_3_code": "tks",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Talysh",
+                          "iso_1_code": null,
+                          "iso_3_code": "tly",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Taromi, Upper",
+                          "iso_1_code": null,
+                          "iso_3_code": "tov",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Maraghei",
+                          "iso_1_code": null,
+                          "iso_3_code": "vmh",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kho\u2019ini",
+                          "iso_1_code": null,
+                          "iso_3_code": "xkc",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kajali",
+                          "iso_1_code": null,
+                          "iso_3_code": "xkj",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kabatei",
+                          "iso_1_code": null,
+                          "iso_3_code": "xkp",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Unclassified",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "northern_kurdish",
+                        "tokenizer": "StanzaTokenizer(\"kmr\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Dezfuli",
+                          "iso_1_code": null,
+                          "iso_3_code": "def",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Zaza-Gorani",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "northern_kurdish",
+                        "tokenizer": "StanzaTokenizer(\"kmr\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Bajelani",
+                          "iso_1_code": null,
+                          "iso_3_code": "bjm",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Zazaki, Southern",
+                          "iso_1_code": null,
+                          "iso_3_code": "diq",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Gurani",
+                          "iso_1_code": null,
+                          "iso_3_code": "hac",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Zazaki, Northern",
+                          "iso_1_code": null,
+                          "iso_3_code": "kiu",
+                          "tokenizer": {
+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Shabak",
+                          "iso_1_code": null,
+                          "iso_3_code": "sdb",
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+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Sarli",
+                          "iso_1_code": null,
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+                            "name": "northern_kurdish",
+                            "tokenizer": "StanzaTokenizer(\"kmr\")"
+                          },
+                          "source": "down",
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+                          "iso_1_code": null,
+                          "iso_3_code": "fay",
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+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
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+                          "source": "down",
+                          "children": []
+                        },
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+                          "name": "Lari",
+                          "iso_1_code": null,
+                          "iso_3_code": "lrl",
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+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
+                          },
+                          "source": "down",
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+                      "iso_3_code": null,
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+                      },
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+                        {
+                          "name": "Bakhti\u00e2ri",
+                          "iso_1_code": null,
+                          "iso_3_code": "bqi",
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+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Luri, Northern",
+                          "iso_1_code": null,
+                          "iso_3_code": "lrc",
+                          "tokenizer": {
+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Luri, Southern",
+                          "iso_1_code": null,
+                          "iso_3_code": "luz",
+                          "tokenizer": {
+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kumzari",
+                          "iso_1_code": null,
+                          "iso_3_code": "zum",
+                          "tokenizer": {
+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
+                          },
+                          "source": "down",
+                          "children": []
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+                      "iso_3_code": null,
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+                        "name": "persian",
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+                        {
+                          "name": "Aimaq",
+                          "iso_1_code": null,
+                          "iso_3_code": "aiq",
+                          "tokenizer": {
+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Bukharic",
+                          "iso_1_code": null,
+                          "iso_3_code": "bhh",
+                          "tokenizer": {
+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Dehwari",
+                          "iso_1_code": null,
+                          "iso_3_code": "deh",
+                          "tokenizer": {
+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Hazaragi",
+                          "iso_1_code": null,
+                          "iso_3_code": "haz",
+                          "tokenizer": {
+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Dzhidi",
+                          "iso_1_code": null,
+                          "iso_3_code": "jpr",
+                          "tokenizer": {
+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Persian, Iranian",
+                          "iso_1_code": "fa",
+                          "iso_3_code": "pes",
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+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
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+                        },
+                        {
+                          "name": "Pahlavani",
+                          "iso_1_code": null,
+                          "iso_3_code": "phv",
+                          "tokenizer": {
+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Dari",
+                          "iso_1_code": "fa",
+                          "iso_3_code": "prs",
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+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
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+                          "source": "macrolanguage",
+                          "children": []
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+                        {
+                          "name": "Tajik",
+                          "iso_1_code": "tg",
+                          "iso_3_code": "tgk",
+                          "tokenizer": {
+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
+                          },
+                          "source": "down",
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+                        "name": "persian",
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+                          "name": "Judeo-Tat",
+                          "iso_1_code": null,
+                          "iso_3_code": "jdt",
+                          "tokenizer": {
+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Tat, Muslim",
+                          "iso_1_code": null,
+                          "iso_3_code": "ttt",
+                          "tokenizer": {
+                            "name": "persian",
+                            "tokenizer": "SpaCyTokenizer(\"fa\")"
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+                          "source": "down",
+                          "children": []
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+          "name": "Nuristani",
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+              "name": "Kateviri",
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+                "name": "sanskrit",
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+              "name": "Prasuni",
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+                "name": "sanskrit",
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+              "name": "Tregami",
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+                "name": "sanskrit",
+                "tokenizer": "SpaCyTokenizer(\"sa\")"
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+              "name": "Waigali",
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+                "name": "sanskrit",
+                "tokenizer": "SpaCyTokenizer(\"sa\")"
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+              "name": "Komviri",
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+                "name": "sanskrit",
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+                "name": "sanskrit",
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+          "name": "Latino-Faliscan",
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+            "tokenizer": "SpaCyTokenizer(\"la\")"
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+              "name": "Latin",
+              "iso_1_code": "la",
+              "iso_3_code": "lat",
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+                "name": "latin",
+                "tokenizer": "SpaCyTokenizer(\"la\")"
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+          "iso_3_code": null,
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+            "name": "romanian",
+            "tokenizer": "SpaCyTokenizer(\"ro\")"
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+              "iso_3_code": null,
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+                "tokenizer": "SpaCyTokenizer(\"ro\")"
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+                  "name": "Romanian",
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+                  "iso_3_code": "ron",
+                  "tokenizer": {
+                    "name": "romanian",
+                    "tokenizer": "SpaCyTokenizer(\"ro\")"
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+                  "name": "Romanian, Istro",
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+                    "tokenizer": "SpaCyTokenizer(\"ro\")"
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+                    "name": "romanian",
+                    "tokenizer": "SpaCyTokenizer(\"ro\")"
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+                  "name": "Romanian, Megleno",
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+                    "tokenizer": "SpaCyTokenizer(\"ro\")"
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+                "tokenizer": "SpaCyTokenizer(\"it\")"
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+                        "name": "italian",
+                        "tokenizer": "SpaCyTokenizer(\"it\")"
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+                        "name": "italian",
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+                        "name": "italian",
+                        "tokenizer": "SpaCyTokenizer(\"it\")"
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+                      "name": "Sicilian",
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+                        "name": "italian",
+                        "tokenizer": "SpaCyTokenizer(\"it\")"
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+                        "tokenizer": "SpaCyTokenizer(\"lij\")"
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+                      "children": [
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+                          "name": "Gallo-Romance",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "ligurian",
+                            "tokenizer": "SpaCyTokenizer(\"lij\")"
+                          },
+                          "source": "bottom",
+                          "children": [
+                            {
+                              "name": "Gallo-Italian",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "ligurian",
+                                "tokenizer": "SpaCyTokenizer(\"lij\")"
+                              },
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+                              "children": [
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+                                  "name": "Emilian",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "egl",
+                                  "tokenizer": {
+                                    "name": "ligurian",
+                                    "tokenizer": "SpaCyTokenizer(\"lij\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Ligurian",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "lij",
+                                  "tokenizer": {
+                                    "name": "ligurian",
+                                    "tokenizer": "SpaCyTokenizer(\"lij\")"
+                                  },
+                                  "source": "own",
+                                  "children": []
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+                                {
+                                  "name": "Lombard",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "lmo",
+                                  "tokenizer": {
+                                    "name": "ligurian",
+                                    "tokenizer": "SpaCyTokenizer(\"lij\")"
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+                                  "source": "down",
+                                  "children": []
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+                                {
+                                  "name": "Piedmontese",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "pms",
+                                  "tokenizer": {
+                                    "name": "ligurian",
+                                    "tokenizer": "SpaCyTokenizer(\"lij\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
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+                                {
+                                  "name": "Romagnol",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "rgn",
+                                  "tokenizer": {
+                                    "name": "ligurian",
+                                    "tokenizer": "SpaCyTokenizer(\"lij\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
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+                                  "name": "Venetian",
+                                  "iso_1_code": null,
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+                                  "tokenizer": {
+                                    "name": "ligurian",
+                                    "tokenizer": "SpaCyTokenizer(\"lij\")"
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+                                  "children": []
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+                            {
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+                              "tokenizer": {
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+                                "tokenizer": "SpaCyTokenizer(\"fr\")"
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+                                  "iso_3_code": null,
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+                                    "tokenizer": "SpaCyTokenizer(\"fr\")"
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+                                      "name": "French",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "french",
+                                        "tokenizer": "SpaCyTokenizer(\"fr\")"
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+                                          "iso_3_code": "fra",
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+                                            "name": "french",
+                                            "tokenizer": "SpaCyTokenizer(\"fr\")"
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+                                            "name": "french",
+                                            "tokenizer": "SpaCyTokenizer(\"fr\")"
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+                                          "children": []
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+                                          "name": "Guern\u00e9siais",
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+                                            "tokenizer": "SpaCyTokenizer(\"fr\")"
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+                                          "children": []
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+                                          "name": "Picard",
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+                                          "tokenizer": {
+                                            "name": "french",
+                                            "tokenizer": "SpaCyTokenizer(\"fr\")"
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+                                          "source": "down",
+                                          "children": []
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+                                          "name": "Walloon",
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+                                          "tokenizer": {
+                                            "name": "french",
+                                            "tokenizer": "SpaCyTokenizer(\"fr\")"
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+                                          "source": "down",
+                                          "children": []
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+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "french",
+                                        "tokenizer": "SpaCyTokenizer(\"fr\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
+                                        {
+                                          "name": "Arpitan",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "frp",
+                                          "tokenizer": {
+                                            "name": "french",
+                                            "tokenizer": "SpaCyTokenizer(\"fr\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
+                                      ]
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "Rhaetian",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "french",
+                                    "tokenizer": "SpaCyTokenizer(\"fr\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "Friulian",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "fur",
+                                      "tokenizer": {
+                                        "name": "french",
+                                        "tokenizer": "SpaCyTokenizer(\"fr\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Ladin",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "lld",
+                                      "tokenizer": {
+                                        "name": "french",
+                                        "tokenizer": "SpaCyTokenizer(\"fr\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Romansh",
+                                      "iso_1_code": "rm",
+                                      "iso_3_code": "roh",
+                                      "tokenizer": {
+                                        "name": "french",
+                                        "tokenizer": "SpaCyTokenizer(\"fr\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Ibero-Romance",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "catalan",
+                            "tokenizer": "SpaCyTokenizer(\"ca\")"
+                          },
+                          "source": "bottom",
+                          "children": [
+                            {
+                              "name": "East Iberian",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "catalan",
+                                "tokenizer": "SpaCyTokenizer(\"ca\")"
+                              },
+                              "source": "bottom",
+                              "children": [
+                                {
+                                  "name": "Catalan",
+                                  "iso_1_code": "ca",
+                                  "iso_3_code": "cat",
+                                  "tokenizer": {
+                                    "name": "catalan",
+                                    "tokenizer": "SpaCyTokenizer(\"ca\")"
+                                  },
+                                  "source": "own",
+                                  "children": []
+                                }
+                              ]
+                            },
+                            {
+                              "name": "Oc",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "catalan",
+                                "tokenizer": "SpaCyTokenizer(\"ca\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Occitan",
+                                  "iso_1_code": "oc",
+                                  "iso_3_code": "oci",
+                                  "tokenizer": {
+                                    "name": "catalan",
+                                    "tokenizer": "SpaCyTokenizer(\"ca\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Shuadit",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "sdt",
+                                  "tokenizer": {
+                                    "name": "catalan",
+                                    "tokenizer": "SpaCyTokenizer(\"ca\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                }
+                              ]
+                            },
+                            {
+                              "name": "West Iberian",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "spanish",
+                                "tokenizer": "SpaCyTokenizer(\"es\")"
+                              },
+                              "source": "bottom",
+                              "children": [
+                                {
+                                  "name": "Asturo-Leonese",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "spanish",
+                                    "tokenizer": "SpaCyTokenizer(\"es\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "Asturian",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "ast",
+                                      "tokenizer": {
+                                        "name": "spanish",
+                                        "tokenizer": "SpaCyTokenizer(\"es\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Mirandese",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "mwl",
+                                      "tokenizer": {
+                                        "name": "spanish",
+                                        "tokenizer": "SpaCyTokenizer(\"es\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "Castilian",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "spanish",
+                                    "tokenizer": "SpaCyTokenizer(\"es\")"
+                                  },
+                                  "source": "bottom",
+                                  "children": [
+                                    {
+                                      "name": "Extremaduran",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "ext",
+                                      "tokenizer": {
+                                        "name": "spanish",
+                                        "tokenizer": "SpaCyTokenizer(\"es\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Ladino",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "lad",
+                                      "tokenizer": {
+                                        "name": "spanish",
+                                        "tokenizer": "SpaCyTokenizer(\"es\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Spanish",
+                                      "iso_1_code": "es",
+                                      "iso_3_code": "spa",
+                                      "tokenizer": {
+                                        "name": "spanish",
+                                        "tokenizer": "SpaCyTokenizer(\"es\")"
+                                      },
+                                      "source": "own",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Spanish, Charapa",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "spq",
+                                      "tokenizer": {
+                                        "name": "spanish",
+                                        "tokenizer": "SpaCyTokenizer(\"es\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "Portuguese-Galician",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "portuguese",
+                                    "tokenizer": "SpaCyTokenizer(\"pt\")"
+                                  },
+                                  "source": "bottom",
+                                  "children": [
+                                    {
+                                      "name": "Minderico",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "drc",
+                                      "tokenizer": {
+                                        "name": "portuguese",
+                                        "tokenizer": "SpaCyTokenizer(\"pt\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Fala",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "fax",
+                                      "tokenizer": {
+                                        "name": "portuguese",
+                                        "tokenizer": "SpaCyTokenizer(\"pt\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Galician",
+                                      "iso_1_code": "gl",
+                                      "iso_3_code": "glg",
+                                      "tokenizer": {
+                                        "name": "galician",
+                                        "tokenizer": "StanzaTokenizer(\"gl\")"
+                                      },
+                                      "source": "own",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Portuguese",
+                                      "iso_1_code": "pt",
+                                      "iso_3_code": "por",
+                                      "tokenizer": {
+                                        "name": "portuguese",
+                                        "tokenizer": "SpaCyTokenizer(\"pt\")"
+                                      },
+                                      "source": "own",
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Pyrenean-Mozarabic",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "ligurian",
+                        "tokenizer": "SpaCyTokenizer(\"lij\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Pyrenean",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "ligurian",
+                            "tokenizer": "SpaCyTokenizer(\"lij\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Aragonese",
+                              "iso_1_code": "an",
+                              "iso_3_code": "arg",
+                              "tokenizer": {
+                                "name": "ligurian",
+                                "tokenizer": "SpaCyTokenizer(\"lij\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Southern",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "romanian",
+                "tokenizer": "SpaCyTokenizer(\"ro\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Corsican",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "romanian",
+                    "tokenizer": "SpaCyTokenizer(\"ro\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Corsican",
+                      "iso_1_code": "co",
+                      "iso_3_code": "cos",
+                      "tokenizer": {
+                        "name": "romanian",
+                        "tokenizer": "SpaCyTokenizer(\"ro\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Sardinian",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "romanian",
+                    "tokenizer": "SpaCyTokenizer(\"ro\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Sardinian, Sassarese",
+                      "iso_1_code": "sc",
+                      "iso_3_code": "sdc",
+                      "tokenizer": {
+                        "name": "romanian",
+                        "tokenizer": "SpaCyTokenizer(\"ro\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Sardinian, Gallurese",
+                      "iso_1_code": "sc",
+                      "iso_3_code": "sdn",
+                      "tokenizer": {
+                        "name": "romanian",
+                        "tokenizer": "SpaCyTokenizer(\"ro\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Sardinian, Logudorese",
+                      "iso_1_code": "sc",
+                      "iso_3_code": "src",
+                      "tokenizer": {
+                        "name": "romanian",
+                        "tokenizer": "SpaCyTokenizer(\"ro\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Sardinian, Campidanese",
+                      "iso_1_code": "sc",
+                      "iso_3_code": "sro",
+                      "tokenizer": {
+                        "name": "romanian",
+                        "tokenizer": "SpaCyTokenizer(\"ro\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Iroquoian.json b/data/Iroquoian.json
new file mode 100644
index 0000000000000000000000000000000000000000..9f7bbf28c3ae05a5b018cdbdd35f82893e08d22c
--- /dev/null
+++ b/data/Iroquoian.json
@@ -0,0 +1,176 @@
+{
+  "name": "Iroquoian",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Cherokee",
+      "iso_1_code": null,
+      "iso_3_code": "chr",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Northern Iroquoian",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Five Nations-Huronian-Susquehannock",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Susquehannock",
+              "iso_1_code": null,
+              "iso_3_code": "sqn",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Five Nations-Susquehannock",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Cayuga",
+                  "iso_1_code": null,
+                  "iso_3_code": "cay",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Onondaga",
+                  "iso_1_code": null,
+                  "iso_3_code": "ono",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Seneca",
+                  "iso_1_code": null,
+                  "iso_3_code": "see",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Mohawk-Oneida",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Mohawk",
+                      "iso_1_code": null,
+                      "iso_3_code": "moh",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Oneida",
+                      "iso_1_code": null,
+                      "iso_3_code": "one",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Huronian",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Laurentian",
+                  "iso_1_code": null,
+                  "iso_3_code": "lre",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Huron-Petun",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Wendat",
+                      "iso_1_code": null,
+                      "iso_3_code": "wdt",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Wyandot",
+                      "iso_1_code": null,
+                      "iso_3_code": "wyn",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Tuscarora-Nottoway",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Nottoway",
+              "iso_1_code": null,
+              "iso_3_code": "ntw",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Nottoway-Meherrin",
+              "iso_1_code": null,
+              "iso_3_code": "nwy",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tuscarora",
+              "iso_1_code": null,
+              "iso_3_code": "tus",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Jabutian.json b/data/Jabutian.json
new file mode 100644
index 0000000000000000000000000000000000000000..9cddac547855ef6fdc23c0920eccddbdd1e28484
--- /dev/null
+++ b/data/Jabutian.json
@@ -0,0 +1,25 @@
+{
+  "name": "Jabutian",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Arikap\u00fa",
+      "iso_1_code": null,
+      "iso_3_code": "ark",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Jabut\u00ed",
+      "iso_1_code": null,
+      "iso_3_code": "jbt",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Japonic.json b/data/Japonic.json
new file mode 100644
index 0000000000000000000000000000000000000000..7389e6908699b5df721ab27bef3e17ec24680969
--- /dev/null
+++ b/data/Japonic.json
@@ -0,0 +1,204 @@
+{
+  "name": "Japonic",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": {
+    "name": "japanese",
+    "tokenizer": "SpaCyTokenizer(\"ja\"),  "
+  },
+  "source": "bottom",
+  "children": [
+    {
+      "name": "Japanese",
+      "iso_1_code": "ja",
+      "iso_3_code": "jpn",
+      "tokenizer": {
+        "name": "japanese",
+        "tokenizer": "SpaCyTokenizer(\"ja\"),  "
+      },
+      "source": "own",
+      "children": []
+    },
+    {
+      "name": "Ryukyuan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "japanese",
+        "tokenizer": "SpaCyTokenizer(\"ja\"),  "
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Amami-Okinawan",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "japanese",
+            "tokenizer": "SpaCyTokenizer(\"ja\"),  "
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Northern Amami-Okinawan",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "japanese",
+                "tokenizer": "SpaCyTokenizer(\"ja\"),  "
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Amami-Oshima, Southern",
+                  "iso_1_code": null,
+                  "iso_3_code": "ams",
+                  "tokenizer": {
+                    "name": "japanese",
+                    "tokenizer": "SpaCyTokenizer(\"ja\"),  "
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Kikai",
+                  "iso_1_code": null,
+                  "iso_3_code": "kzg",
+                  "tokenizer": {
+                    "name": "japanese",
+                    "tokenizer": "SpaCyTokenizer(\"ja\"),  "
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Amami-Oshima, Northern",
+                  "iso_1_code": null,
+                  "iso_3_code": "ryn",
+                  "tokenizer": {
+                    "name": "japanese",
+                    "tokenizer": "SpaCyTokenizer(\"ja\"),  "
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Toku-No-Shima",
+                  "iso_1_code": null,
+                  "iso_3_code": "tkn",
+                  "tokenizer": {
+                    "name": "japanese",
+                    "tokenizer": "SpaCyTokenizer(\"ja\"),  "
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Southern Amami-Okinawan",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "japanese",
+                "tokenizer": "SpaCyTokenizer(\"ja\"),  "
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Oki-No-Erabu",
+                  "iso_1_code": null,
+                  "iso_3_code": "okn",
+                  "tokenizer": {
+                    "name": "japanese",
+                    "tokenizer": "SpaCyTokenizer(\"ja\"),  "
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Okinawan, Central",
+                  "iso_1_code": null,
+                  "iso_3_code": "ryu",
+                  "tokenizer": {
+                    "name": "japanese",
+                    "tokenizer": "SpaCyTokenizer(\"ja\"),  "
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Kunigami",
+                  "iso_1_code": null,
+                  "iso_3_code": "xug",
+                  "tokenizer": {
+                    "name": "japanese",
+                    "tokenizer": "SpaCyTokenizer(\"ja\"),  "
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Yoron",
+                  "iso_1_code": null,
+                  "iso_3_code": "yox",
+                  "tokenizer": {
+                    "name": "japanese",
+                    "tokenizer": "SpaCyTokenizer(\"ja\"),  "
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Sakishima",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "japanese",
+            "tokenizer": "SpaCyTokenizer(\"ja\"),  "
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Miyako",
+              "iso_1_code": null,
+              "iso_3_code": "mvi",
+              "tokenizer": {
+                "name": "japanese",
+                "tokenizer": "SpaCyTokenizer(\"ja\"),  "
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Yaeyama",
+              "iso_1_code": null,
+              "iso_3_code": "rys",
+              "tokenizer": {
+                "name": "japanese",
+                "tokenizer": "SpaCyTokenizer(\"ja\"),  "
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Yonaguni",
+              "iso_1_code": null,
+              "iso_3_code": "yoi",
+              "tokenizer": {
+                "name": "japanese",
+                "tokenizer": "SpaCyTokenizer(\"ja\"),  "
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Jean.json b/data/Jean.json
new file mode 100644
index 0000000000000000000000000000000000000000..ddf66de629110f2fe8209bc483492d208f87292f
--- /dev/null
+++ b/data/Jean.json
@@ -0,0 +1,182 @@
+{
+  "name": "Jean",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Central",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Acro\u00e1",
+          "iso_1_code": null,
+          "iso_3_code": "acs",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Xav\u00e1nte",
+          "iso_1_code": null,
+          "iso_3_code": "xav",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Xer\u00e9nte",
+          "iso_1_code": null,
+          "iso_3_code": "xer",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Xakriab\u00e1",
+          "iso_1_code": null,
+          "iso_3_code": "xkr",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Northern",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Apinag\u00e9",
+          "iso_1_code": null,
+          "iso_3_code": "apn",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Panar\u00e1",
+          "iso_1_code": null,
+          "iso_3_code": "kre",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Suy\u00e1",
+          "iso_1_code": null,
+          "iso_3_code": "suy",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kayap\u00f3",
+          "iso_1_code": null,
+          "iso_3_code": "txu",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Timbira",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Gavi\u00e3o, Par\u00e1",
+              "iso_1_code": null,
+              "iso_3_code": "gvp",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Canela",
+              "iso_1_code": null,
+              "iso_3_code": "ram",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Krah\u00f4",
+              "iso_1_code": null,
+              "iso_3_code": "xra",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kreye",
+              "iso_1_code": null,
+              "iso_3_code": "xre",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Krikati-Timbira",
+              "iso_1_code": null,
+              "iso_3_code": "xri",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Southern",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Xokleng",
+          "iso_1_code": null,
+          "iso_3_code": "xok",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kaingang",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Kaingang",
+              "iso_1_code": null,
+              "iso_3_code": "kgp",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kaing\u00e1ng, S\u00e3o Paulo",
+              "iso_1_code": null,
+              "iso_3_code": "zkp",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Jicaquean.json b/data/Jicaquean.json
new file mode 100644
index 0000000000000000000000000000000000000000..a4b993977f8e94dd43b5392074ea090074a6f70a
--- /dev/null
+++ b/data/Jicaquean.json
@@ -0,0 +1,17 @@
+{
+  "name": "Jicaquean",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Tol",
+      "iso_1_code": null,
+      "iso_3_code": "jic",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Jivaroan.json b/data/Jivaroan.json
new file mode 100644
index 0000000000000000000000000000000000000000..7916c8de8d6515a65b9a22cce88d7dbb35428b46
--- /dev/null
+++ b/data/Jivaroan.json
@@ -0,0 +1,50 @@
+{
+  "name": "Jivaroan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Awaj\u00fan",
+      "iso_1_code": null,
+      "iso_3_code": "agr",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "J\u00edvaro",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Achuar-Shiwiar",
+          "iso_1_code": null,
+          "iso_3_code": "acu",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Wamp\u00eds",
+          "iso_1_code": null,
+          "iso_3_code": "hub",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Shuar",
+          "iso_1_code": null,
+          "iso_3_code": "jiv",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Kamakanan.json b/data/Kamakanan.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d45a7a785e7b439e5e2f0ab84c367f4177d2827
--- /dev/null
+++ b/data/Kamakanan.json
@@ -0,0 +1,26 @@
+{
+  "name": "Kamakanan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Kamak\u00e1n",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Kamakan",
+          "iso_1_code": null,
+          "iso_3_code": "vkm",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git "a/data/Karaj\303\241.json" "b/data/Karaj\303\241.json"
new file mode 100644
index 0000000000000000000000000000000000000000..fb7715e76608e824ff6e3ab78587a572d9106c6f
--- /dev/null
+++ "b/data/Karaj\303\241.json"
@@ -0,0 +1,17 @@
+{
+  "name": "Karaj\u00e1",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Karaj\u00e1",
+      "iso_1_code": null,
+      "iso_3_code": "kpj",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Kartvelian.json b/data/Kartvelian.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c43d188def64163b73ab39407c8491035b6786b
--- /dev/null
+++ b/data/Kartvelian.json
@@ -0,0 +1,76 @@
+{
+  "name": "Kartvelian",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Georgian",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Judeo-Georgian",
+          "iso_1_code": null,
+          "iso_3_code": "jge",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Georgian",
+          "iso_1_code": "ka",
+          "iso_3_code": "kat",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Svan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Svan",
+          "iso_1_code": null,
+          "iso_3_code": "sva",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Zan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Laz",
+          "iso_1_code": null,
+          "iso_3_code": "lzz",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Mingrelian",
+          "iso_1_code": null,
+          "iso_3_code": "xmf",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Katukinan.json b/data/Katukinan.json
new file mode 100644
index 0000000000000000000000000000000000000000..71d78e9d2350407992b35d224c8093255917a0a8
--- /dev/null
+++ b/data/Katukinan.json
@@ -0,0 +1,33 @@
+{
+  "name": "Katukinan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Katuk\u00edna",
+      "iso_1_code": null,
+      "iso_3_code": "kav",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Kanamar\u00ed",
+      "iso_1_code": null,
+      "iso_3_code": "knm",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Katawixi",
+      "iso_1_code": null,
+      "iso_3_code": "xat",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Kaure.json b/data/Kaure.json
new file mode 100644
index 0000000000000000000000000000000000000000..c07a9827f2ca55e10eb054f96aec373982155e4b
--- /dev/null
+++ b/data/Kaure.json
@@ -0,0 +1,51 @@
+{
+  "name": "Kaure",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Kapore",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Kapauri",
+          "iso_1_code": null,
+          "iso_3_code": "khp",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Kaure Proper",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Kaure",
+          "iso_1_code": null,
+          "iso_3_code": "bpp",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kosare",
+          "iso_1_code": null,
+          "iso_3_code": "kiq",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Kaweskaran.json b/data/Kaweskaran.json
new file mode 100644
index 0000000000000000000000000000000000000000..53799bb1cdfa5135334d8f45634337247e243f95
--- /dev/null
+++ b/data/Kaweskaran.json
@@ -0,0 +1,17 @@
+{
+  "name": "Kaweskaran",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Qawasqar",
+      "iso_1_code": null,
+      "iso_3_code": "alc",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Keresan.json b/data/Keresan.json
new file mode 100644
index 0000000000000000000000000000000000000000..fcb3e9d4afd061147e82dce3eb9e325b15142f64
--- /dev/null
+++ b/data/Keresan.json
@@ -0,0 +1,25 @@
+{
+  "name": "Keresan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Keres, Eastern",
+      "iso_1_code": null,
+      "iso_3_code": "kee",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Keres, Western",
+      "iso_1_code": null,
+      "iso_3_code": "kjq",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Khoe-Kwadi.json b/data/Khoe-Kwadi.json
new file mode 100644
index 0000000000000000000000000000000000000000..73c964088961779d8ff3b446bef562fe1bffd7f9
--- /dev/null
+++ b/data/Khoe-Kwadi.json
@@ -0,0 +1,203 @@
+{
+  "name": "Khoe-Kwadi",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Khoe",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Kalahari Khoe",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "North-Central",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Shua",
+                  "iso_1_code": null,
+                  "iso_3_code": "shg",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Northeast",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Tshuwau",
+                  "iso_1_code": null,
+                  "iso_3_code": "hio",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Kua",
+                  "iso_1_code": null,
+                  "iso_3_code": "tyu",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Northwest",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "\u01c1Ani",
+                  "iso_1_code": null,
+                  "iso_3_code": "hnh",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Khwedam",
+                  "iso_1_code": null,
+                  "iso_3_code": "xuu",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Southwest",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "\u01c1Gana",
+                  "iso_1_code": null,
+                  "iso_3_code": "gnk",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "\u01c0Gwi",
+                  "iso_1_code": null,
+                  "iso_3_code": "gwj",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Naro",
+                  "iso_1_code": null,
+                  "iso_3_code": "nhr",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Khoekhoe",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Hainum",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Hai|\u01c1om",
+                  "iso_1_code": null,
+                  "iso_3_code": "hgm",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Nama",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Korana",
+                  "iso_1_code": null,
+                  "iso_3_code": "kqz",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Khoekhoe",
+                  "iso_1_code": null,
+                  "iso_3_code": "naq",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Xiri",
+                  "iso_1_code": null,
+                  "iso_3_code": "xii",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Kwadi",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Kwadi",
+          "iso_1_code": null,
+          "iso_3_code": "kwz",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Kiowa-Tanoan.json b/data/Kiowa-Tanoan.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c58a857cade850803358662905fedc98d118c37
--- /dev/null
+++ b/data/Kiowa-Tanoan.json
@@ -0,0 +1,66 @@
+{
+  "name": "Kiowa-Tanoan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Kiowa",
+      "iso_1_code": null,
+      "iso_3_code": "kio",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Piro",
+      "iso_1_code": null,
+      "iso_3_code": "pie",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Tewa",
+      "iso_1_code": null,
+      "iso_3_code": "tew",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Jemez",
+      "iso_1_code": null,
+      "iso_3_code": "tow",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Tanoan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Tiwa, Southern",
+          "iso_1_code": null,
+          "iso_3_code": "tix",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Tiwa, Northern",
+          "iso_1_code": null,
+          "iso_3_code": "twf",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Koreanic.json b/data/Koreanic.json
new file mode 100644
index 0000000000000000000000000000000000000000..1dfe3ac138182323dd9c94b8cfb07665ffd4082b
--- /dev/null
+++ b/data/Koreanic.json
@@ -0,0 +1,34 @@
+{
+  "name": "Koreanic",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": {
+    "name": "korean",
+    "tokenizer": "KiwiTokenizer()"
+  },
+  "source": "bottom",
+  "children": [
+    {
+      "name": "Jejueo",
+      "iso_1_code": null,
+      "iso_3_code": "jje",
+      "tokenizer": {
+        "name": "korean",
+        "tokenizer": "KiwiTokenizer()"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Korean",
+      "iso_1_code": "ko",
+      "iso_3_code": "kor",
+      "tokenizer": {
+        "name": "korean",
+        "tokenizer": "KiwiTokenizer()"
+      },
+      "source": "own",
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Kra-Dai.json b/data/Kra-Dai.json
new file mode 100644
index 0000000000000000000000000000000000000000..7da409a90df9a2449051fa9ad0a472cc70ee0c66
--- /dev/null
+++ b/data/Kra-Dai.json
@@ -0,0 +1,1157 @@
+{
+  "name": "Kra-Dai",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": {
+    "name": "thai",
+    "tokenizer": "ThaiTokenizer()"
+  },
+  "source": "bottom",
+  "children": [
+    {
+      "name": "Nora",
+      "iso_1_code": null,
+      "iso_3_code": "nrr",
+      "tokenizer": {
+        "name": "thai",
+        "tokenizer": "ThaiTokenizer()"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Hlai",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "thai",
+        "tokenizer": "ThaiTokenizer()"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Jiamao",
+          "iso_1_code": null,
+          "iso_3_code": "jio",
+          "tokenizer": {
+            "name": "thai",
+            "tokenizer": "ThaiTokenizer()"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Hlai",
+          "iso_1_code": null,
+          "iso_3_code": "lic",
+          "tokenizer": {
+            "name": "thai",
+            "tokenizer": "ThaiTokenizer()"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Kam-Tai",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "thai",
+        "tokenizer": "ThaiTokenizer()"
+      },
+      "source": "bottom",
+      "children": [
+        {
+          "name": "Kam-Sui",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "thai",
+            "tokenizer": "ThaiTokenizer()"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Ai-Cham",
+              "iso_1_code": null,
+              "iso_3_code": "aih",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Biao",
+              "iso_1_code": null,
+              "iso_3_code": "byk",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Chadong",
+              "iso_1_code": null,
+              "iso_3_code": "cdy",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Cao Miao",
+              "iso_1_code": null,
+              "iso_3_code": "cov",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Dong, Northern",
+              "iso_1_code": null,
+              "iso_3_code": "doc",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Dong, Southern",
+              "iso_1_code": null,
+              "iso_3_code": "kmc",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Kang",
+              "iso_1_code": null,
+              "iso_3_code": "kyp",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Mak",
+              "iso_1_code": null,
+              "iso_3_code": "mkg",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Mulam",
+              "iso_1_code": null,
+              "iso_3_code": "mlm",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Maonan",
+              "iso_1_code": null,
+              "iso_3_code": "mmd",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Sui",
+              "iso_1_code": null,
+              "iso_3_code": "swi",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "T\u2019en",
+              "iso_1_code": null,
+              "iso_3_code": "tct",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Lakkja",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "thai",
+            "tokenizer": "ThaiTokenizer()"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Lakkia",
+              "iso_1_code": null,
+              "iso_3_code": "lbc",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Lingao",
+              "iso_1_code": null,
+              "iso_3_code": "onb",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Tai",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "thai",
+            "tokenizer": "ThaiTokenizer()"
+          },
+          "source": "bottom",
+          "children": [
+            {
+              "name": "Tai Khang",
+              "iso_1_code": null,
+              "iso_3_code": "tnu",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Tai Pao",
+              "iso_1_code": null,
+              "iso_3_code": "tpo",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Tai Yo",
+              "iso_1_code": null,
+              "iso_3_code": "tyj",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Kuan",
+              "iso_1_code": null,
+              "iso_3_code": "uan",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Central",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Cao Lan",
+                  "iso_1_code": null,
+                  "iso_3_code": "mlc",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Nung",
+                  "iso_1_code": null,
+                  "iso_3_code": "nut",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Ts\u2019\u00fcn-Lao",
+                  "iso_1_code": null,
+                  "iso_3_code": "tsl",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "T\u00e0y",
+                  "iso_1_code": null,
+                  "iso_3_code": "tyz",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Zhuang, Minz",
+                  "iso_1_code": "za",
+                  "iso_3_code": "zgm",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Zhuang, Dai",
+                  "iso_1_code": "za",
+                  "iso_3_code": "zhd",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Zhuang, Nong",
+                  "iso_1_code": "za",
+                  "iso_3_code": "zhn",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Zhuang, Yang",
+                  "iso_1_code": "za",
+                  "iso_3_code": "zyg",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Zhuang, Yongnan",
+                  "iso_1_code": "za",
+                  "iso_3_code": "zyn",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Zhuang, Zuojiang",
+                  "iso_1_code": "za",
+                  "iso_3_code": "zzj",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Northern",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Bouyei",
+                  "iso_1_code": null,
+                  "iso_3_code": "pcc",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Saek",
+                  "iso_1_code": null,
+                  "iso_3_code": "skb",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Yoy",
+                  "iso_1_code": null,
+                  "iso_3_code": "yoy",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Zhuang, Central Hongshuihe",
+                  "iso_1_code": "za",
+                  "iso_3_code": "zch",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Zhuang, Eastern Hongshuihe",
+                  "iso_1_code": "za",
+                  "iso_3_code": "zeh",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Zhuang, Guibei",
+                  "iso_1_code": "za",
+                  "iso_3_code": "zgb",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Zhuang, Guibian",
+                  "iso_1_code": "za",
+                  "iso_3_code": "zgn",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Zhuang, Liujiang",
+                  "iso_1_code": "za",
+                  "iso_3_code": "zlj",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Zhuang, Lianshan",
+                  "iso_1_code": "za",
+                  "iso_3_code": "zln",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Zhuang, Liuqian",
+                  "iso_1_code": "za",
+                  "iso_3_code": "zlq",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Zhuang, Qiubei",
+                  "iso_1_code": "za",
+                  "iso_3_code": "zqe",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Zhuang, Yongbei",
+                  "iso_1_code": "za",
+                  "iso_3_code": "zyb",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Zhuang, Youjiang",
+                  "iso_1_code": "za",
+                  "iso_3_code": "zyj",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Southwestern",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "bottom",
+              "children": [
+                {
+                  "name": "Ahom",
+                  "iso_1_code": null,
+                  "iso_3_code": "aho",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Aiton",
+                  "iso_1_code": null,
+                  "iso_3_code": "aio",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Tai Dam",
+                  "iso_1_code": null,
+                  "iso_3_code": "blt",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Tai Ya",
+                  "iso_1_code": null,
+                  "iso_3_code": "cuu",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "L\u00fc",
+                  "iso_1_code": null,
+                  "iso_3_code": "khb",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Khamti",
+                  "iso_1_code": null,
+                  "iso_3_code": "kht",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Kh\u00fcn",
+                  "iso_1_code": null,
+                  "iso_3_code": "kkh",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Khamyang",
+                  "iso_1_code": null,
+                  "iso_3_code": "ksu",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Lao",
+                  "iso_1_code": "lo",
+                  "iso_3_code": "lao",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Thai, Northern",
+                  "iso_1_code": null,
+                  "iso_3_code": "nod",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Nyaw",
+                  "iso_1_code": null,
+                  "iso_3_code": "nyw",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Pa Di",
+                  "iso_1_code": null,
+                  "iso_3_code": "pdi",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Phake",
+                  "iso_1_code": null,
+                  "iso_3_code": "phk",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Phu Thai",
+                  "iso_1_code": null,
+                  "iso_3_code": "pht",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Phuan",
+                  "iso_1_code": null,
+                  "iso_3_code": "phu",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Shan",
+                  "iso_1_code": null,
+                  "iso_3_code": "shn",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Thai Song",
+                  "iso_1_code": null,
+                  "iso_3_code": "soa",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Thai, Southern",
+                  "iso_1_code": null,
+                  "iso_3_code": "sou",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Tai N\u00fca",
+                  "iso_1_code": null,
+                  "iso_3_code": "tdd",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Thai",
+                  "iso_1_code": "th",
+                  "iso_3_code": "tha",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "own",
+                  "children": []
+                },
+                {
+                  "name": "Tai Long",
+                  "iso_1_code": null,
+                  "iso_3_code": "thi",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Tai Hongjin",
+                  "iso_1_code": null,
+                  "iso_3_code": "tiz",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Tai Laing",
+                  "iso_1_code": null,
+                  "iso_3_code": "tjl",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Tai Thanh",
+                  "iso_1_code": null,
+                  "iso_3_code": "tmm",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Thai, Northeastern",
+                  "iso_1_code": null,
+                  "iso_3_code": "tts",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Tai D\u00f3n",
+                  "iso_1_code": null,
+                  "iso_3_code": "twh",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Thu Lao",
+                  "iso_1_code": null,
+                  "iso_3_code": "tyl",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Tai Daeng",
+                  "iso_1_code": null,
+                  "iso_3_code": "tyr",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "T\u00e0y Sa Pa",
+                  "iso_1_code": null,
+                  "iso_3_code": "tys",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "T\u00e0y Tac",
+                  "iso_1_code": null,
+                  "iso_3_code": "tyt",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Yong",
+                  "iso_1_code": null,
+                  "iso_3_code": "yno",
+                  "tokenizer": {
+                    "name": "thai",
+                    "tokenizer": "ThaiTokenizer()"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Kra",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "thai",
+        "tokenizer": "ThaiTokenizer()"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Central Kra",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "thai",
+            "tokenizer": "ThaiTokenizer()"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Buyang, Baha",
+              "iso_1_code": null,
+              "iso_3_code": "yha",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Eastern Kra",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "thai",
+            "tokenizer": "ThaiTokenizer()"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Cun",
+              "iso_1_code": null,
+              "iso_3_code": "cuq",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "En",
+              "iso_1_code": null,
+              "iso_3_code": "enc",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Qabiao",
+              "iso_1_code": null,
+              "iso_3_code": "laq",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Laha",
+              "iso_1_code": null,
+              "iso_3_code": "lha",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Buyang, Langnian",
+              "iso_1_code": null,
+              "iso_3_code": "yln",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Yerong",
+              "iso_1_code": null,
+              "iso_3_code": "yrn",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Buyang, E\u2019ma",
+              "iso_1_code": null,
+              "iso_3_code": "yzg",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Western Kra",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "thai",
+            "tokenizer": "ThaiTokenizer()"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "A\u2019ou",
+              "iso_1_code": null,
+              "iso_3_code": "aou",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Gelao, Green",
+              "iso_1_code": null,
+              "iso_3_code": "giq",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Gelao, Red",
+              "iso_1_code": null,
+              "iso_3_code": "gir",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Mulao",
+              "iso_1_code": null,
+              "iso_3_code": "giu",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Duoluo",
+              "iso_1_code": null,
+              "iso_3_code": "giw",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Qau",
+              "iso_1_code": null,
+              "iso_3_code": "gqu",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Lachi",
+              "iso_1_code": null,
+              "iso_3_code": "lbt",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Lachi, White",
+              "iso_1_code": null,
+              "iso_3_code": "lwh",
+              "tokenizer": {
+                "name": "thai",
+                "tokenizer": "ThaiTokenizer()"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Kuki-Chin-Naga.json b/data/Kuki-Chin-Naga.json
new file mode 100644
index 0000000000000000000000000000000000000000..ae9d96e4292acf9c608c02faf9ef2aef8546cfc8
--- /dev/null
+++ b/data/Kuki-Chin-Naga.json
@@ -0,0 +1,8 @@
+{
+  "name": "Kuki-Chin-Naga",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": []
+}
\ No newline at end of file
diff --git a/data/Kwomtari.json b/data/Kwomtari.json
new file mode 100644
index 0000000000000000000000000000000000000000..30013347e2b0984f25b1d810af746686601b300e
--- /dev/null
+++ b/data/Kwomtari.json
@@ -0,0 +1,51 @@
+{
+  "name": "Kwomtari",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Guriaso",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Muno",
+          "iso_1_code": null,
+          "iso_3_code": "grx",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Nuclear Kwomtari",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Nai",
+          "iso_1_code": null,
+          "iso_3_code": "bio",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kwomtari",
+          "iso_1_code": null,
+          "iso_3_code": "kwo",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git "a/data/Kx\342\200\231a.json" "b/data/Kx\342\200\231a.json"
new file mode 100644
index 0000000000000000000000000000000000000000..09d43b5c8977905893700ef34da4273b838d8727
--- /dev/null
+++ "b/data/Kx\342\200\231a.json"
@@ -0,0 +1,50 @@
+{
+  "name": "Kx\u2019a",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "\u01c2\u2019Amkhoe",
+      "iso_1_code": null,
+      "iso_3_code": "huc",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "!Kung",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Kung-Ekoka",
+          "iso_1_code": null,
+          "iso_3_code": "knw",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Ju\u01c0\u2019hoansi",
+          "iso_1_code": null,
+          "iso_3_code": "ktz",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Northwestern !Kung",
+          "iso_1_code": null,
+          "iso_3_code": "vaj",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Lakes Plain.json b/data/Lakes Plain.json
new file mode 100644
index 0000000000000000000000000000000000000000..c149f1f38f0b304db0913f7dd00ecd2eaea1a1a9
--- /dev/null
+++ b/data/Lakes Plain.json	
@@ -0,0 +1,241 @@
+{
+  "name": "Lakes Plain",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Awera",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Awera",
+          "iso_1_code": null,
+          "iso_3_code": "awr",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "East",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Foau",
+          "iso_1_code": null,
+          "iso_3_code": "flh",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Taburta",
+          "iso_1_code": null,
+          "iso_3_code": "tbp",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Rasawa-Saponi",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Rasawa",
+          "iso_1_code": null,
+          "iso_3_code": "rac",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Saponi",
+          "iso_1_code": null,
+          "iso_3_code": "spi",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Tariku",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Central",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Edopi",
+              "iso_1_code": null,
+              "iso_3_code": "dbf",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Iau",
+              "iso_1_code": null,
+              "iso_3_code": "tmu",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Duvle",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Duvle",
+              "iso_1_code": null,
+              "iso_3_code": "duv",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "East",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Obokuitai",
+              "iso_1_code": null,
+              "iso_3_code": "afz",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Biritai",
+              "iso_1_code": null,
+              "iso_3_code": "bqq",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Eritai",
+              "iso_1_code": null,
+              "iso_3_code": "ert",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kwerisa",
+              "iso_1_code": null,
+              "iso_3_code": "kkb",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Papasena",
+              "iso_1_code": null,
+              "iso_3_code": "pas",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kaiy",
+              "iso_1_code": null,
+              "iso_3_code": "tcq",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Doutai",
+              "iso_1_code": null,
+              "iso_3_code": "tds",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Sikaritai",
+              "iso_1_code": null,
+              "iso_3_code": "tty",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Waritai",
+              "iso_1_code": null,
+              "iso_3_code": "wbe",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "West",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
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+              "iso_3_code": "fau",
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+              "source": null,
+              "children": []
+            },
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+              "iso_1_code": null,
+              "iso_3_code": "kiy",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
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+              "iso_1_code": null,
+              "iso_3_code": "tad",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Language isolate.json b/data/Language isolate.json
new file mode 100644
index 0000000000000000000000000000000000000000..0dd28fb098c1f1168d31411df97d7fbc5b795a75
--- /dev/null
+++ b/data/Language isolate.json	
@@ -0,0 +1,1156 @@
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+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": {
+    "name": "basque",
+    "tokenizer": "SpaCyTokenizer(\"eu\")"
+  },
+  "source": "bottom",
+  "children": [
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+      "iso_1_code": null,
+      "iso_3_code": "ain",
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+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
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+      "iso_3_code": "akc",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
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+      "iso_3_code": "ano",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
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+      "iso_3_code": "aqp",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
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+      "iso_3_code": "atx",
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+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
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+      "iso_3_code": "auc",
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+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
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+      "iso_3_code": "avs",
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
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+      "iso_3_code": "bhf",
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
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+    },
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+      "iso_3_code": "bsa",
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+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
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+      "iso_3_code": "bsk",
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+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
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+      "iso_3_code": "caw",
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+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
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+      "iso_1_code": null,
+      "iso_3_code": "cax",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
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+      "iso_3_code": "caz",
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+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
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+      "iso_3_code": "cbu",
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+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
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+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+      "source": "down",
+      "children": []
+    },
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+      "iso_3_code": "cid",
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
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+      "iso_3_code": "con",
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+      "iso_3_code": "cuy",
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+      "iso_3_code": "cyb",
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
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+      "iso_3_code": "dba",
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
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+      "iso_3_code": "esq",
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
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+      "iso_3_code": "eus",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "own",
+      "children": []
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+      "iso_3_code": "fun",
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+      "iso_3_code": "gdm",
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+      "iso_3_code": "gpn",
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+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+      "source": "down",
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+      "source": "down",
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+      "source": "down",
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+      "source": "down",
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+      "iso_3_code": "ito",
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+      "iso_3_code": "kzw",
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+        "tokenizer": "SpaCyTokenizer(\"eu\")"
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+      "source": "down",
+      "children": []
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+      "iso_1_code": null,
+      "iso_3_code": "sua",
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+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Aikan\u00e3",
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+      "iso_3_code": "tba",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
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+      "name": "Ticuna",
+      "iso_1_code": null,
+      "iso_3_code": "tca",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
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+      "name": "Taruma",
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+      "iso_3_code": "tdm",
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+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Timucua",
+      "iso_1_code": null,
+      "iso_3_code": "tjm",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
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+      "name": "Trumai",
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+      "iso_3_code": "tpy",
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+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Tonkawa",
+      "iso_1_code": null,
+      "iso_3_code": "tqw",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
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+      "name": "Taushiro",
+      "iso_1_code": null,
+      "iso_3_code": "trr",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
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+      "name": "Tux\u00e1",
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+      "iso_3_code": "tud",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
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+      "iso_1_code": null,
+      "iso_3_code": "tun",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Uamu\u00e9",
+      "iso_1_code": null,
+      "iso_3_code": "uam",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
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+      "name": "Urarina",
+      "iso_1_code": null,
+      "iso_3_code": "ura",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
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+      "name": "Vilela",
+      "iso_1_code": null,
+      "iso_3_code": "vil",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Washo",
+      "iso_1_code": null,
+      "iso_3_code": "was",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Warao",
+      "iso_1_code": null,
+      "iso_3_code": "wba",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "M\u00e1ku",
+      "iso_1_code": null,
+      "iso_3_code": "xak",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Cayuse",
+      "iso_1_code": null,
+      "iso_3_code": "xcy",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Xinca",
+      "iso_1_code": null,
+      "iso_3_code": "xin",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Xukur\u00fa",
+      "iso_1_code": null,
+      "iso_3_code": "xoo",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Tasmanian, Northeastern",
+      "iso_1_code": null,
+      "iso_3_code": "xpb",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Tasmanian, Oyster Bay",
+      "iso_1_code": null,
+      "iso_3_code": "xpd",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Tasmanian, Southeast",
+      "iso_1_code": null,
+      "iso_3_code": "xpf",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Tasmanian, North Midlands",
+      "iso_1_code": null,
+      "iso_3_code": "xph",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Tasmanian, Port Sorell",
+      "iso_1_code": null,
+      "iso_3_code": "xpl",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Tasmanian, Northern",
+      "iso_1_code": null,
+      "iso_3_code": "xpv",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Tasmanian, Northwestern",
+      "iso_1_code": null,
+      "iso_3_code": "xpw",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Tasmanian, Southwestern",
+      "iso_1_code": null,
+      "iso_3_code": "xpx",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Tasmanian, Bruny Island",
+      "iso_1_code": null,
+      "iso_3_code": "xpz",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Kwaza",
+      "iso_1_code": null,
+      "iso_3_code": "xwa",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Y\u00e1mana",
+      "iso_1_code": null,
+      "iso_3_code": "yag",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Hod\u00ef",
+      "iso_1_code": null,
+      "iso_3_code": "yau",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Yana",
+      "iso_1_code": null,
+      "iso_3_code": "ynn",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Yuchi",
+      "iso_1_code": null,
+      "iso_3_code": "yuc",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Yuracare",
+      "iso_1_code": null,
+      "iso_3_code": "yuz",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Karankawa",
+      "iso_1_code": null,
+      "iso_3_code": "zkk",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Zuni",
+      "iso_1_code": null,
+      "iso_3_code": "zun",
+      "tokenizer": {
+        "name": "basque",
+        "tokenizer": "SpaCyTokenizer(\"eu\")"
+      },
+      "source": "down",
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Lencan.json b/data/Lencan.json
new file mode 100644
index 0000000000000000000000000000000000000000..e24413758109ccdb18ed9720d15a9031eadd78a5
--- /dev/null
+++ b/data/Lencan.json
@@ -0,0 +1,17 @@
+{
+  "name": "Lencan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Lenca",
+      "iso_1_code": null,
+      "iso_3_code": "len",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Lower Mamberamo.json b/data/Lower Mamberamo.json
new file mode 100644
index 0000000000000000000000000000000000000000..4a7ff08ca46ba0ef135685cc9cbc09a39a7313e5
--- /dev/null
+++ b/data/Lower Mamberamo.json	
@@ -0,0 +1,25 @@
+{
+  "name": "Lower Mamberamo",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Warembori",
+      "iso_1_code": null,
+      "iso_3_code": "wsa",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Yoke",
+      "iso_1_code": null,
+      "iso_3_code": "yki",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Maiduan.json b/data/Maiduan.json
new file mode 100644
index 0000000000000000000000000000000000000000..771b04cf3901778ececb22436a4fed32ae1fd584
--- /dev/null
+++ b/data/Maiduan.json
@@ -0,0 +1,50 @@
+{
+  "name": "Maiduan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Maidu, Northwest",
+      "iso_1_code": null,
+      "iso_3_code": "mjd",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Nisenan",
+      "iso_1_code": null,
+      "iso_3_code": "nsz",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Maidu",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Maidu, Northeast",
+          "iso_1_code": null,
+          "iso_3_code": "nmu",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Maidu, Valley",
+          "iso_1_code": null,
+          "iso_3_code": "vmv",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Maipurean.json b/data/Maipurean.json
new file mode 100644
index 0000000000000000000000000000000000000000..7d831f32dbcc1b7e76c9ebe64bbab6129f80d51b
--- /dev/null
+++ b/data/Maipurean.json
@@ -0,0 +1,762 @@
+{
+  "name": "Maipurean",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Northern",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Eastern",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Palikur",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Palik\u00far",
+                  "iso_1_code": null,
+                  "iso_3_code": "plu",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Maritime",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Ta-Maipurean",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Arawak",
+                  "iso_1_code": null,
+                  "iso_3_code": "arw",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Wayuu",
+                  "iso_1_code": null,
+                  "iso_3_code": "guc",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Paraujano",
+                  "iso_1_code": null,
+                  "iso_3_code": "pbg",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Ta\u00edno",
+                  "iso_1_code": null,
+                  "iso_3_code": "tnq",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "I\u00f1eri",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Garifuna",
+                      "iso_1_code": null,
+                      "iso_3_code": "cab",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Island Carib",
+                      "iso_1_code": null,
+                      "iso_3_code": "crb",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Wapixana",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Atorada",
+                  "iso_1_code": null,
+                  "iso_3_code": "aox",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Mapidian",
+                  "iso_1_code": null,
+                  "iso_3_code": "mpw",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Wapishana",
+                  "iso_1_code": null,
+                  "iso_3_code": "wap",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Upper Amazon",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Res\u00edgaro",
+              "iso_1_code": null,
+              "iso_3_code": "rgr",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Central Upper Amazon",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Bar\u00e9",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Bar\u00e9",
+                      "iso_1_code": null,
+                      "iso_3_code": "bae",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Yavitero",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Baniva",
+                      "iso_1_code": null,
+                      "iso_3_code": "bvv",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Yavitero",
+                      "iso_1_code": null,
+                      "iso_3_code": "yvt",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Eastern Nawiki",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Tariana",
+                  "iso_1_code": null,
+                  "iso_3_code": "tae",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Karu",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Baniwa",
+                      "iso_1_code": null,
+                      "iso_3_code": "bwi",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Curripaco",
+                      "iso_1_code": null,
+                      "iso_3_code": "kpc",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Unclassified",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Xiri\u00e2na",
+                  "iso_1_code": null,
+                  "iso_3_code": "xir",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Yaba\u00e2na",
+                  "iso_1_code": null,
+                  "iso_3_code": "ybn",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Western Nawiki",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Cabiyar\u00ed",
+                  "iso_1_code": null,
+                  "iso_3_code": "cbb",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Yucuna",
+                  "iso_1_code": null,
+                  "iso_3_code": "ycn",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Piapoco",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Achagua",
+                      "iso_1_code": null,
+                      "iso_3_code": "aca",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Piapoco",
+                      "iso_1_code": null,
+                      "iso_3_code": "pio",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Warekena",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Guarequena",
+                      "iso_1_code": null,
+                      "iso_3_code": "gae",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mandahuaca",
+                      "iso_1_code": null,
+                      "iso_3_code": "mht",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Southern",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Campa",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Ash\u00e1ninka",
+              "iso_1_code": null,
+              "iso_3_code": "cni",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Ash\u00e9ninga",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Ash\u00e9ninka, Pajonal",
+                  "iso_1_code": null,
+                  "iso_3_code": "cjo",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Nanti",
+                  "iso_1_code": null,
+                  "iso_3_code": "cox",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Ash\u00e9ninka, Ucayali-Yur\u00faa",
+                  "iso_1_code": null,
+                  "iso_3_code": "cpb",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Ajy\u00edninka Apurucayali",
+                  "iso_1_code": null,
+                  "iso_3_code": "cpc",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Ash\u00e9ninka, Pichis",
+                  "iso_1_code": null,
+                  "iso_3_code": "cpu",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Ash\u00e9ninka, South Ucayali",
+                  "iso_1_code": null,
+                  "iso_3_code": "cpy",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Nomatsigenga",
+                  "iso_1_code": null,
+                  "iso_3_code": "not",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Ash\u00e9ninka, Peren\u00e9",
+                  "iso_1_code": null,
+                  "iso_3_code": "prq",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Machiguenga",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Caquinte",
+                  "iso_1_code": null,
+                  "iso_3_code": "cot",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Matsigenka",
+                  "iso_1_code": null,
+                  "iso_3_code": "mcb",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Central",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Pares\u00ed",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Parec\u00eds",
+                  "iso_1_code": null,
+                  "iso_3_code": "pab",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Saraveca",
+                  "iso_1_code": null,
+                  "iso_3_code": "sar",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Waur\u00e1",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Mehin\u00e1ku",
+                  "iso_1_code": null,
+                  "iso_3_code": "mmh",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Waur\u00e1-Meinaku",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Waur\u00e1",
+                      "iso_1_code": null,
+                      "iso_3_code": "wau",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Yawalapit\u00ed",
+                      "iso_1_code": null,
+                      "iso_3_code": "yaw",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Southern Outlier",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Mojo",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Baure",
+                  "iso_1_code": null,
+                  "iso_3_code": "brg",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Paunaka",
+                  "iso_1_code": null,
+                  "iso_3_code": "pnk",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Mojo",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Ignaciano",
+                      "iso_1_code": null,
+                      "iso_3_code": "ign",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Trinitario",
+                      "iso_1_code": null,
+                      "iso_3_code": "trn",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Piro",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Apurin\u00e3",
+                  "iso_1_code": null,
+                  "iso_3_code": "apu",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "I\u00f1apari",
+                  "iso_1_code": null,
+                  "iso_3_code": "inp",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Piro",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Mashco Piro",
+                      "iso_1_code": null,
+                      "iso_3_code": "cuj",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Machinere",
+                      "iso_1_code": null,
+                      "iso_3_code": "mpd",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Yine",
+                      "iso_1_code": null,
+                      "iso_3_code": "pib",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Terena",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Chan\u00e9",
+                  "iso_1_code": null,
+                  "iso_3_code": "caj",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Guana",
+                  "iso_1_code": null,
+                  "iso_3_code": "gqn",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Ter\u00eana",
+                  "iso_1_code": null,
+                  "iso_3_code": "ter",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Western",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Yanesha\u2019",
+              "iso_1_code": null,
+              "iso_3_code": "ame",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Chamicuro",
+              "iso_1_code": null,
+              "iso_3_code": "ccc",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Unclassified",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Mawayana",
+          "iso_1_code": null,
+          "iso_3_code": "mzx",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Enawen\u00e9-Naw\u00e9",
+          "iso_1_code": null,
+          "iso_3_code": "unk",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Mairasi.json b/data/Mairasi.json
new file mode 100644
index 0000000000000000000000000000000000000000..751b5f90d238bec310c936993fc1b3986dc70d61
--- /dev/null
+++ b/data/Mairasi.json
@@ -0,0 +1,33 @@
+{
+  "name": "Mairasi",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Semimi",
+      "iso_1_code": null,
+      "iso_3_code": "etz",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Mer",
+      "iso_1_code": null,
+      "iso_3_code": "mnu",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Mairasi",
+      "iso_1_code": null,
+      "iso_3_code": "zrs",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Mapudungu.json b/data/Mapudungu.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a53e0e4c4a95a3f760c11410ad39012df1ef93a
--- /dev/null
+++ b/data/Mapudungu.json
@@ -0,0 +1,25 @@
+{
+  "name": "Mapudungu",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Mapudungun",
+      "iso_1_code": null,
+      "iso_3_code": "arn",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Huilliche",
+      "iso_1_code": null,
+      "iso_3_code": "huh",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Mascoyan.json b/data/Mascoyan.json
new file mode 100644
index 0000000000000000000000000000000000000000..b78095f18fb09e91366f7a8f1e1c439ab823f5a9
--- /dev/null
+++ b/data/Mascoyan.json
@@ -0,0 +1,66 @@
+{
+  "name": "Mascoyan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Angait\u00e9",
+      "iso_1_code": null,
+      "iso_3_code": "aqt",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Enlhet",
+      "iso_1_code": null,
+      "iso_3_code": "enl",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Enxet",
+      "iso_1_code": null,
+      "iso_3_code": "enx",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Guana",
+      "iso_1_code": null,
+      "iso_3_code": "gva",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Sanapan\u00e1",
+      "iso_1_code": null,
+      "iso_3_code": "spn",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Mascoy",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Toba-Maskoy",
+          "iso_1_code": null,
+          "iso_3_code": "tmf",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Matacoan.json b/data/Matacoan.json
new file mode 100644
index 0000000000000000000000000000000000000000..3066afda37fa01e70cccb355c966a760ac82c88f
--- /dev/null
+++ b/data/Matacoan.json
@@ -0,0 +1,83 @@
+{
+  "name": "Matacoan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Nivacl\u00e9",
+      "iso_1_code": null,
+      "iso_3_code": "cag",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Maka",
+      "iso_1_code": null,
+      "iso_3_code": "mca",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Chorote",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Chorote, Iyo\u2019wujwa",
+          "iso_1_code": null,
+          "iso_3_code": "crq",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Chorote, Iyojwa\u2019ja",
+          "iso_1_code": null,
+          "iso_3_code": "crt",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Mataco",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Weenhayek",
+          "iso_1_code": null,
+          "iso_3_code": "mtp",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Pilcomayo Wich\u00ed",
+          "iso_1_code": null,
+          "iso_3_code": "mzh",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Bermejo Wich\u00ed",
+          "iso_1_code": null,
+          "iso_3_code": "wlv",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Maxakalian.json b/data/Maxakalian.json
new file mode 100644
index 0000000000000000000000000000000000000000..14f3b1697902de7d7f5ae0cb27d1868502cae4bd
--- /dev/null
+++ b/data/Maxakalian.json
@@ -0,0 +1,25 @@
+{
+  "name": "Maxakalian",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Maxakal\u00ed",
+      "iso_1_code": null,
+      "iso_3_code": "mbl",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Patax\u00f3 H\u00e3-Ha-H\u00e3e",
+      "iso_1_code": null,
+      "iso_3_code": "pth",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Mayan.json b/data/Mayan.json
new file mode 100644
index 0000000000000000000000000000000000000000..618a986357bc1f18a1d70c80068516cbf9cf870c
--- /dev/null
+++ b/data/Mayan.json
@@ -0,0 +1,527 @@
+{
+  "name": "Mayan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Huastecan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Chicomuceltec",
+          "iso_1_code": null,
+          "iso_3_code": "cob",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Huastec",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Huastec",
+              "iso_1_code": null,
+              "iso_3_code": "hus",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Yucatecan-Core Mayan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Core Mayan",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Cholan-Tzeltalan",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Cholan",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Chol-Chontal",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": null,
+                      "source": null,
+                      "children": [
+                        {
+                          "name": "Chontal, Tabasco",
+                          "iso_1_code": null,
+                          "iso_3_code": "chf",
+                          "tokenizer": null,
+                          "source": null,
+                          "children": []
+                        },
+                        {
+                          "name": "Chol",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": null,
+                          "source": null,
+                          "children": [
+                            {
+                              "name": "Chol",
+                              "iso_1_code": null,
+                              "iso_3_code": "ctu",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Chorti-Cholti",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": null,
+                      "source": null,
+                      "children": [
+                        {
+                          "name": "Ch\u2019orti\u2019",
+                          "iso_1_code": null,
+                          "iso_3_code": "caa",
+                          "tokenizer": null,
+                          "source": null,
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "Tzeltalan",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Tzeltal",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": null,
+                      "source": null,
+                      "children": [
+                        {
+                          "name": "Tzeltal",
+                          "iso_1_code": null,
+                          "iso_3_code": "tzh",
+                          "tokenizer": null,
+                          "source": null,
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Tzotzil",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": null,
+                      "source": null,
+                      "children": [
+                        {
+                          "name": "Tzotzil",
+                          "iso_1_code": null,
+                          "iso_3_code": "tzo",
+                          "tokenizer": null,
+                          "source": null,
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "K\u2019ichean-Mamean",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "K\u2019ichean",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Q\ua78ceqchi\ua78c",
+                  "iso_1_code": null,
+                  "iso_3_code": "kek",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Uspanteko",
+                  "iso_1_code": null,
+                  "iso_3_code": "usp",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Poqom-K\u2019ichean",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Core K\u2019ichean",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": null,
+                      "source": null,
+                      "children": [
+                        {
+                          "name": "Achi",
+                          "iso_1_code": null,
+                          "iso_3_code": "acr",
+                          "tokenizer": null,
+                          "source": null,
+                          "children": []
+                        },
+                        {
+                          "name": "K\u2019iche\u2019",
+                          "iso_1_code": null,
+                          "iso_3_code": "quc",
+                          "tokenizer": null,
+                          "source": null,
+                          "children": []
+                        },
+                        {
+                          "name": "Sipakapense",
+                          "iso_1_code": null,
+                          "iso_3_code": "qum",
+                          "tokenizer": null,
+                          "source": null,
+                          "children": []
+                        },
+                        {
+                          "name": "Sakapulteko",
+                          "iso_1_code": null,
+                          "iso_3_code": "quv",
+                          "tokenizer": null,
+                          "source": null,
+                          "children": []
+                        },
+                        {
+                          "name": "Kaqchikel-Tz\u2019utujil",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": null,
+                          "source": null,
+                          "children": [
+                            {
+                              "name": "Kaqchikel",
+                              "iso_1_code": null,
+                              "iso_3_code": "cak",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            },
+                            {
+                              "name": "Tz\u2019utujil",
+                              "iso_1_code": null,
+                              "iso_3_code": "tzj",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Poqom",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": null,
+                      "source": null,
+                      "children": [
+                        {
+                          "name": "Poqomam",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": null,
+                          "source": null,
+                          "children": [
+                            {
+                              "name": "Poqomam",
+                              "iso_1_code": null,
+                              "iso_3_code": "poc",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Poqomchi\u2019",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": null,
+                          "source": null,
+                          "children": [
+                            {
+                              "name": "Poqomchi\u2019",
+                              "iso_1_code": null,
+                              "iso_3_code": "poh",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Mamean",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Awakateko-Ixil",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Awakateko",
+                      "iso_1_code": null,
+                      "iso_3_code": "agu",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Ixil",
+                      "iso_1_code": null,
+                      "iso_3_code": "ixl",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Teco-Mam",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Mam",
+                      "iso_1_code": null,
+                      "iso_3_code": "mam",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Tektiteko",
+                      "iso_1_code": null,
+                      "iso_3_code": "ttc",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Q\u2019anjob\u2019alan-Chujean",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Chujean",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Chuj",
+                  "iso_1_code": null,
+                  "iso_3_code": "cac",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Tojolabal",
+                  "iso_1_code": null,
+                  "iso_3_code": "toj",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Q\u2019anjob\u2019alan",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Mocho",
+                  "iso_1_code": null,
+                  "iso_3_code": "mhc",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Q\u2019anjob\u2019al-Akateko-Jakalteko",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Jakalteko",
+                      "iso_1_code": null,
+                      "iso_3_code": "jac",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Q\u2019anjob\u2019al",
+                      "iso_1_code": null,
+                      "iso_3_code": "kjb",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Akateko",
+                      "iso_1_code": null,
+                      "iso_3_code": "knj",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Yucatecan",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Mopan-Itz\u00e1",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Itza\u2019",
+                  "iso_1_code": null,
+                  "iso_3_code": "itz",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Maya, Mop\u00e1n",
+                  "iso_1_code": null,
+                  "iso_3_code": "mop",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Yucatec-Lacandon",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Lacandon",
+                  "iso_1_code": null,
+                  "iso_3_code": "lac",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Maya, Yucatec",
+                  "iso_1_code": null,
+                  "iso_3_code": "yua",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Maybrat.json b/data/Maybrat.json
new file mode 100644
index 0000000000000000000000000000000000000000..d4a315dafde8702b6fd364cb911099759fe5b938
--- /dev/null
+++ b/data/Maybrat.json
@@ -0,0 +1,25 @@
+{
+  "name": "Maybrat",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Mai Brat",
+      "iso_1_code": null,
+      "iso_3_code": "ayz",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Karon Dori",
+      "iso_1_code": null,
+      "iso_3_code": "kgw",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Misumalpan.json b/data/Misumalpan.json
new file mode 100644
index 0000000000000000000000000000000000000000..fa83f4041608a93a5c5ea940bd4471d96edc4464
--- /dev/null
+++ b/data/Misumalpan.json
@@ -0,0 +1,67 @@
+{
+  "name": "Misumalpan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "M\u00edskito",
+      "iso_1_code": null,
+      "iso_3_code": "miq",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Ulwa",
+      "iso_1_code": null,
+      "iso_3_code": "ulw",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Mayangna",
+      "iso_1_code": null,
+      "iso_3_code": "yan",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Sumu-Cacaopera-Matagalpa",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Cacaopera-Matagalpa",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Cacaopera",
+              "iso_1_code": null,
+              "iso_3_code": "ccr",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Matagalpa",
+              "iso_1_code": null,
+              "iso_3_code": "mtn",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Miwok-Costanoan.json b/data/Miwok-Costanoan.json
new file mode 100644
index 0000000000000000000000000000000000000000..8412ba2c87fd6e0fd67289f8f3a24870dcd5dad4
--- /dev/null
+++ b/data/Miwok-Costanoan.json
@@ -0,0 +1,134 @@
+{
+  "name": "Miwok-Costanoan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Costanoan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Ohlone, Southern",
+          "iso_1_code": null,
+          "iso_3_code": "css",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Ohlone, Northern",
+          "iso_1_code": null,
+          "iso_3_code": "cst",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Karkin",
+          "iso_1_code": null,
+          "iso_3_code": "krb",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Miwokan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Eastern Miwokan",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Bay Miwok",
+              "iso_1_code": null,
+              "iso_3_code": "mkq",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Miwok, Plains",
+              "iso_1_code": null,
+              "iso_3_code": "pmw",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Sierra Miwok",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Miwok, Central Sierra",
+                  "iso_1_code": null,
+                  "iso_3_code": "csm",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Miwok, Northern Sierra",
+                  "iso_1_code": null,
+                  "iso_3_code": "nsq",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Miwok, Southern Sierra",
+                  "iso_1_code": null,
+                  "iso_3_code": "skd",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Western Miwokan",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Miwok, Coast",
+              "iso_1_code": null,
+              "iso_3_code": "csi",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Miwok, Lake",
+              "iso_1_code": null,
+              "iso_3_code": "lmw",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Mixe-Zoquean.json b/data/Mixe-Zoquean.json
new file mode 100644
index 0000000000000000000000000000000000000000..35ebec77ff71779c41339017814196cf2eea160a
--- /dev/null
+++ b/data/Mixe-Zoquean.json
@@ -0,0 +1,226 @@
+{
+  "name": "Mixe-Zoquean",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Mixean",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Popoluca, Oluta",
+          "iso_1_code": null,
+          "iso_3_code": "plo",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Popoluca, Sayula",
+          "iso_1_code": null,
+          "iso_3_code": "pos",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Oaxaca Mixean",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Mixe, Totontepec",
+              "iso_1_code": null,
+              "iso_3_code": "mto",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Mixe, North Central",
+              "iso_1_code": null,
+              "iso_3_code": "neq",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Mixe, Quetzaltepec",
+              "iso_1_code": null,
+              "iso_3_code": "pxm",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Lowland Mixe",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Mixe, Coatl\u00e1n",
+                  "iso_1_code": null,
+                  "iso_3_code": "mco",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Mixe, Isthmus",
+                  "iso_1_code": null,
+                  "iso_3_code": "mir",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Mixe, Mazatl\u00e1n",
+                  "iso_1_code": null,
+                  "iso_3_code": "mzl",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Midland Mixe",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Mixe, Juquila",
+                  "iso_1_code": null,
+                  "iso_3_code": "mxq",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "South Highland Mixe",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Mixe, Tlahuitoltepec",
+                  "iso_1_code": null,
+                  "iso_3_code": "mxp",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Zoquean",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Zoque, Chimalapa",
+          "iso_1_code": null,
+          "iso_3_code": "zoh",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Chiapas Zoquean",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Zoque, Copainal\u00e1",
+              "iso_1_code": null,
+              "iso_3_code": "zoc",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Zoque, Francisco Le\u00f3n",
+              "iso_1_code": null,
+              "iso_3_code": "zos",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Northeast Zoque",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Zoque, Ray\u00f3n",
+                  "iso_1_code": null,
+                  "iso_3_code": "zor",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Gulf Zoquean",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Popoluca, Highland",
+              "iso_1_code": null,
+              "iso_3_code": "poi",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Popoluca, Texistepec",
+              "iso_1_code": null,
+              "iso_3_code": "poq",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Zoque, Tabasco",
+              "iso_1_code": null,
+              "iso_3_code": "zoq",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Mixed language.json b/data/Mixed language.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c0727a3a80de1c0d00666f0c453b0584f3b85af
--- /dev/null
+++ b/data/Mixed language.json	
@@ -0,0 +1,416 @@
+{
+  "name": "Mixed language",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "E",
+      "iso_1_code": null,
+      "iso_3_code": "eee",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "N\u2019Ko",
+      "iso_1_code": null,
+      "iso_3_code": "nqo",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Armenian-Romani",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Lomavren",
+          "iso_1_code": null,
+          "iso_3_code": "rmi",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Bantu-Cushitic",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Mbugu",
+          "iso_1_code": null,
+          "iso_3_code": "mhd",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Basque-Romani",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Erromintxela",
+          "iso_1_code": null,
+          "iso_3_code": "emx",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Cakchiquel-Quich\u00e9",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Kaqchikel-K\u2019iche\u2019 Mixed Language",
+          "iso_1_code": null,
+          "iso_3_code": "ckz",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Cebuano-Spanish-English",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Eskayan",
+          "iso_1_code": null,
+          "iso_3_code": "esy",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Chinese-Tibetan-Bonan Mongour",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Wutunhua",
+          "iso_1_code": null,
+          "iso_3_code": "wuh",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Danish-Romani",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Traveller Danish",
+          "iso_1_code": null,
+          "iso_3_code": "rmd",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "English-Romani",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Angloromani",
+          "iso_1_code": null,
+          "iso_3_code": "rme",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "French-Cree",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Michif",
+          "iso_1_code": null,
+          "iso_3_code": "crg",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "German-Yiddish-Romani-Rotwelsch",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Yeniche",
+          "iso_1_code": null,
+          "iso_3_code": "yec",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Greek-Romani",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Romano-Greek",
+          "iso_1_code": null,
+          "iso_3_code": "rge",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Gurindji-Kriol",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Gurindji Kriol",
+          "iso_1_code": null,
+          "iso_3_code": "gjr",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Iberian-Romani",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Cal\u00f3",
+          "iso_1_code": null,
+          "iso_3_code": "rmq",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Irish-undocumented",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Shelta",
+          "iso_1_code": null,
+          "iso_3_code": "sth",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Kannada-Malayalam-Tamil",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Chetti, Moundadan",
+          "iso_1_code": null,
+          "iso_3_code": "cty",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Norwegian-Romani",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Norwegian, Traveller",
+          "iso_1_code": null,
+          "iso_3_code": "rmg",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Russian-Aleut",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Aleut, Mednyj",
+          "iso_1_code": null,
+          "iso_3_code": "mud",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Serbian-Romani",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Romano-Serbian",
+          "iso_1_code": null,
+          "iso_3_code": "rsb",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Songhay-Berber",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Tagdal",
+          "iso_1_code": null,
+          "iso_3_code": "tda",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Spanish-Quichua",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Media Lengua",
+          "iso_1_code": null,
+          "iso_3_code": "mue",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Swedish-Romani",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Romani, Tavringer",
+          "iso_1_code": null,
+          "iso_3_code": "rmu",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Yapese-Ulithi",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Nguluwan",
+          "iso_1_code": null,
+          "iso_3_code": "nuw",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Zulu-Bantu",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Camtho",
+          "iso_1_code": null,
+          "iso_3_code": "cmt",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Mongol-Langam.json b/data/Mongol-Langam.json
new file mode 100644
index 0000000000000000000000000000000000000000..420cbaf4379c1468620fb9cc7de4e0800c366c68
--- /dev/null
+++ b/data/Mongol-Langam.json
@@ -0,0 +1,33 @@
+{
+  "name": "Mongol-Langam",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Pondi",
+      "iso_1_code": null,
+      "iso_3_code": "lnm",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Mwakai",
+      "iso_1_code": null,
+      "iso_3_code": "mgt",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Ulwa",
+      "iso_1_code": null,
+      "iso_3_code": "yla",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Mongolic.json b/data/Mongolic.json
new file mode 100644
index 0000000000000000000000000000000000000000..239392c6589e9d7a612684d43a85351e6f9a782a
--- /dev/null
+++ b/data/Mongolic.json
@@ -0,0 +1,274 @@
+{
+  "name": "Mongolic",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": {
+    "name": "russia_buriat",
+    "tokenizer": "StanzaTokenizer(\"bxr\")"
+  },
+  "source": "bottom",
+  "children": [
+    {
+      "name": "Eastern",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "russia_buriat",
+        "tokenizer": "StanzaTokenizer(\"bxr\")"
+      },
+      "source": "bottom",
+      "children": [
+        {
+          "name": "Dagur",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "russia_buriat",
+            "tokenizer": "StanzaTokenizer(\"bxr\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Daur",
+              "iso_1_code": null,
+              "iso_3_code": "dta",
+              "tokenizer": {
+                "name": "russia_buriat",
+                "tokenizer": "StanzaTokenizer(\"bxr\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Mongour",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "russia_buriat",
+            "tokenizer": "StanzaTokenizer(\"bxr\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Kangjia",
+              "iso_1_code": null,
+              "iso_3_code": "kxs",
+              "tokenizer": {
+                "name": "russia_buriat",
+                "tokenizer": "StanzaTokenizer(\"bxr\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Tu",
+              "iso_1_code": null,
+              "iso_3_code": "mjg",
+              "tokenizer": {
+                "name": "russia_buriat",
+                "tokenizer": "StanzaTokenizer(\"bxr\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Bonan",
+              "iso_1_code": null,
+              "iso_3_code": "peh",
+              "tokenizer": {
+                "name": "russia_buriat",
+                "tokenizer": "StanzaTokenizer(\"bxr\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Dongxiang",
+              "iso_1_code": null,
+              "iso_3_code": "sce",
+              "tokenizer": {
+                "name": "russia_buriat",
+                "tokenizer": "StanzaTokenizer(\"bxr\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Yugur, East",
+              "iso_1_code": null,
+              "iso_3_code": "yuy",
+              "tokenizer": {
+                "name": "russia_buriat",
+                "tokenizer": "StanzaTokenizer(\"bxr\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Oirat-Khalkha",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "russia_buriat",
+            "tokenizer": "StanzaTokenizer(\"bxr\")"
+          },
+          "source": "bottom",
+          "children": [
+            {
+              "name": "Khamnigan Mongol",
+              "iso_1_code": null,
+              "iso_3_code": "ykh",
+              "tokenizer": {
+                "name": "russia_buriat",
+                "tokenizer": "StanzaTokenizer(\"bxr\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Khalkha-Buriat",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "russia_buriat",
+                "tokenizer": "StanzaTokenizer(\"bxr\")"
+              },
+              "source": "bottom",
+              "children": [
+                {
+                  "name": "Buriat",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "russia_buriat",
+                    "tokenizer": "StanzaTokenizer(\"bxr\")"
+                  },
+                  "source": "bottom",
+                  "children": [
+                    {
+                      "name": "Buriat, Mongolia",
+                      "iso_1_code": null,
+                      "iso_3_code": "bxm",
+                      "tokenizer": {
+                        "name": "russia_buriat",
+                        "tokenizer": "StanzaTokenizer(\"bxr\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Buriat, Russia",
+                      "iso_1_code": null,
+                      "iso_3_code": "bxr",
+                      "tokenizer": {
+                        "name": "russia_buriat",
+                        "tokenizer": "StanzaTokenizer(\"bxr\")"
+                      },
+                      "source": "own",
+                      "children": []
+                    },
+                    {
+                      "name": "Buriat, China",
+                      "iso_1_code": null,
+                      "iso_3_code": "bxu",
+                      "tokenizer": {
+                        "name": "russia_buriat",
+                        "tokenizer": "StanzaTokenizer(\"bxr\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Mongolian Proper",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "russia_buriat",
+                    "tokenizer": "StanzaTokenizer(\"bxr\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Mongolian, Halh",
+                      "iso_1_code": "mn",
+                      "iso_3_code": "khk",
+                      "tokenizer": {
+                        "name": "russia_buriat",
+                        "tokenizer": "StanzaTokenizer(\"bxr\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Mongolian, Peripheral",
+                      "iso_1_code": "mn",
+                      "iso_3_code": "mvf",
+                      "tokenizer": {
+                        "name": "russia_buriat",
+                        "tokenizer": "StanzaTokenizer(\"bxr\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Oirat-Kalmyk-Darkhat",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "russia_buriat",
+                "tokenizer": "StanzaTokenizer(\"bxr\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Kalmyk-Oirat",
+                  "iso_1_code": null,
+                  "iso_3_code": "xal",
+                  "tokenizer": {
+                    "name": "russia_buriat",
+                    "tokenizer": "StanzaTokenizer(\"bxr\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Western",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "russia_buriat",
+        "tokenizer": "StanzaTokenizer(\"bxr\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Mogholi",
+          "iso_1_code": null,
+          "iso_3_code": "mhj",
+          "tokenizer": {
+            "name": "russia_buriat",
+            "tokenizer": "StanzaTokenizer(\"bxr\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Mosetenan.json b/data/Mosetenan.json
new file mode 100644
index 0000000000000000000000000000000000000000..b983301c076e15eca672fdb1f648461f403483b9
--- /dev/null
+++ b/data/Mosetenan.json
@@ -0,0 +1,17 @@
+{
+  "name": "Mosetenan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Tsiman\u00e9",
+      "iso_1_code": null,
+      "iso_3_code": "cas",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Muran.json b/data/Muran.json
new file mode 100644
index 0000000000000000000000000000000000000000..e9cdcbcbfef7eff26d00849a4a554220f0ea2d3a
--- /dev/null
+++ b/data/Muran.json
@@ -0,0 +1,17 @@
+{
+  "name": "Muran",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Pirah\u00e3",
+      "iso_1_code": null,
+      "iso_3_code": "myp",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Muskogean.json b/data/Muskogean.json
new file mode 100644
index 0000000000000000000000000000000000000000..de77d0f6bfc504292aad6325abe523631394e4de
--- /dev/null
+++ b/data/Muskogean.json
@@ -0,0 +1,128 @@
+{
+  "name": "Muskogean",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Eastern Muskogean",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Central Muskogean",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Apalachee-Alabama-Koasati",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Apalachee",
+                  "iso_1_code": null,
+                  "iso_3_code": "xap",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Alabama-Koasati",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Alabama",
+                      "iso_1_code": null,
+                      "iso_3_code": "akz",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Koasati",
+                      "iso_1_code": null,
+                      "iso_3_code": "cku",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Hitchiti-Mikasuki",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Mikasuki",
+                  "iso_1_code": null,
+                  "iso_3_code": "mik",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Creek-Seminole",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Muskogee",
+              "iso_1_code": null,
+              "iso_3_code": "mus",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Western Muskogean",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Choctaw",
+          "iso_1_code": null,
+          "iso_3_code": "cho",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Chickasaw",
+          "iso_1_code": null,
+          "iso_3_code": "cic",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Nakh-Daghestanian.json b/data/Nakh-Daghestanian.json
new file mode 100644
index 0000000000000000000000000000000000000000..294909568272be560ff3fa0a1ac36726c6baa3ca
--- /dev/null
+++ b/data/Nakh-Daghestanian.json
@@ -0,0 +1,428 @@
+{
+  "name": "Nakh-Daghestanian",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Avar-Andic",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Andic",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Akhvakh",
+              "iso_1_code": null,
+              "iso_3_code": "akv",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Andi",
+              "iso_1_code": null,
+              "iso_3_code": "ani",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Botlikh",
+              "iso_1_code": null,
+              "iso_3_code": "bph",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Chamalal",
+              "iso_1_code": null,
+              "iso_3_code": "cji",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Ghodoberi",
+              "iso_1_code": null,
+              "iso_3_code": "gdo",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Karata",
+              "iso_1_code": null,
+              "iso_3_code": "kpt",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Bagvalal",
+              "iso_1_code": null,
+              "iso_3_code": "kva",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tindi",
+              "iso_1_code": null,
+              "iso_3_code": "tin",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Avar",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Avar",
+              "iso_1_code": "av",
+              "iso_3_code": "ava",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Dargi",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Dargwa",
+          "iso_1_code": null,
+          "iso_3_code": "dar",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kubachi",
+          "iso_1_code": null,
+          "iso_3_code": "ugh",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kaitag",
+          "iso_1_code": null,
+          "iso_3_code": "xdq",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Khinalugh",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Khinalugh",
+          "iso_1_code": null,
+          "iso_3_code": "kjj",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Lak",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Lak",
+          "iso_1_code": null,
+          "iso_3_code": "lbe",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Lezgic",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Archi",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Archi",
+              "iso_1_code": null,
+              "iso_3_code": "aqc",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Nuclear Lezgic",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "East Lezgic",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Aghul",
+                  "iso_1_code": null,
+                  "iso_3_code": "agx",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Lezgi",
+                  "iso_1_code": null,
+                  "iso_3_code": "lez",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Tabasaran",
+                  "iso_1_code": null,
+                  "iso_3_code": "tab",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "South Lezgic",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Budukh",
+                  "iso_1_code": null,
+                  "iso_3_code": "bdk",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Kryts",
+                  "iso_1_code": null,
+                  "iso_3_code": "kry",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "West Lezgic",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Rutul",
+                  "iso_1_code": null,
+                  "iso_3_code": "rut",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Tsakhur",
+                  "iso_1_code": null,
+                  "iso_3_code": "tkr",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Udi",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Udi",
+              "iso_1_code": null,
+              "iso_3_code": "udi",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Nakh",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Batsi",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Bats",
+              "iso_1_code": null,
+              "iso_3_code": "bbl",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Chechen-Ingush",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Chechen",
+              "iso_1_code": "ce",
+              "iso_3_code": "che",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Ingush",
+              "iso_1_code": null,
+              "iso_3_code": "inh",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Tsezic",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "East Tsezic",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Hunzib",
+              "iso_1_code": null,
+              "iso_3_code": "huz",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Bezhta",
+              "iso_1_code": null,
+              "iso_3_code": "kap",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "West Tsezic",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Dido",
+              "iso_1_code": null,
+              "iso_3_code": "ddo",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Hinukh",
+              "iso_1_code": null,
+              "iso_3_code": "gin",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Khvarshi",
+              "iso_1_code": null,
+              "iso_3_code": "khv",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Nambikwara.json b/data/Nambikwara.json
new file mode 100644
index 0000000000000000000000000000000000000000..0708b088a246aeb71515c97d9a652320db589918
--- /dev/null
+++ b/data/Nambikwara.json
@@ -0,0 +1,100 @@
+{
+  "name": "Nambikwara",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Saban\u00ea",
+      "iso_1_code": null,
+      "iso_3_code": "sae",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Nambikwara Complex",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Nambiku\u00e1ra, Southern",
+          "iso_1_code": null,
+          "iso_3_code": "nab",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Northern",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Alapmunte",
+              "iso_1_code": null,
+              "iso_3_code": "apv",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Mamaind\u00ea",
+              "iso_1_code": null,
+              "iso_3_code": "wmd",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Yalakalore",
+              "iso_1_code": null,
+              "iso_3_code": "xyl",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Roosevelt Cluster",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Lakond\u00ea",
+                  "iso_1_code": null,
+                  "iso_3_code": "lkd",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Latund\u00ea",
+                  "iso_1_code": null,
+                  "iso_3_code": "ltn",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Tawand\u00ea",
+                  "iso_1_code": null,
+                  "iso_3_code": "xtw",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Niger-Congo.json b/data/Niger-Congo.json
new file mode 100644
index 0000000000000000000000000000000000000000..417f6a0842667d752b8482e08fd9ad1ab1b73e58
--- /dev/null
+++ b/data/Niger-Congo.json
@@ -0,0 +1,28789 @@
+{
+  "name": "Niger-Congo",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": {
+    "name": "ganda",
+    "tokenizer": "SpaCyTokenizer(\"lg\")"
+  },
+  "source": "bottom",
+  "children": [
+    {
+      "name": "Atlantic-Congo",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "ganda",
+        "tokenizer": "SpaCyTokenizer(\"lg\")"
+      },
+      "source": "bottom",
+      "children": [
+        {
+          "name": "Atlantic",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "wolof",
+            "tokenizer": "StanzaTokenizer(\"wo\")"
+          },
+          "source": "bottom",
+          "children": [
+            {
+              "name": "Bijago",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "wolof",
+                "tokenizer": "StanzaTokenizer(\"wo\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Bijag\u00f3",
+                  "iso_1_code": null,
+                  "iso_3_code": "bjg",
+                  "tokenizer": {
+                    "name": "wolof",
+                    "tokenizer": "StanzaTokenizer(\"wo\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Northern",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "wolof",
+                "tokenizer": "StanzaTokenizer(\"wo\")"
+              },
+              "source": "bottom",
+              "children": [
+                {
+                  "name": "Bak",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "wolof",
+                    "tokenizer": "StanzaTokenizer(\"wo\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Balant-Ganja",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "wolof",
+                        "tokenizer": "StanzaTokenizer(\"wo\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Balanta-Ganja",
+                          "iso_1_code": null,
+                          "iso_3_code": "bjt",
+                          "tokenizer": {
+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Balanta",
+                          "iso_1_code": null,
+                          "iso_3_code": "ble",
+                          "tokenizer": {
+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Jola",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "wolof",
+                        "tokenizer": "StanzaTokenizer(\"wo\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Bayot",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Bayot",
+                              "iso_1_code": null,
+                              "iso_3_code": "bda",
+                              "tokenizer": {
+                                "name": "wolof",
+                                "tokenizer": "StanzaTokenizer(\"wo\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Jola Proper",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Jola Central",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "wolof",
+                                "tokenizer": "StanzaTokenizer(\"wo\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Gusilay",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "wolof",
+                                    "tokenizer": "StanzaTokenizer(\"wo\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "Bandial",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "bqj",
+                                      "tokenizer": {
+                                        "name": "wolof",
+                                        "tokenizer": "StanzaTokenizer(\"wo\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Gusilay",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "gsl",
+                                      "tokenizer": {
+                                        "name": "wolof",
+                                        "tokenizer": "StanzaTokenizer(\"wo\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "Her-Ejamat",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "wolof",
+                                    "tokenizer": "StanzaTokenizer(\"wo\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "Jola-Felupe",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "eja",
+                                      "tokenizer": {
+                                        "name": "wolof",
+                                        "tokenizer": "StanzaTokenizer(\"wo\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Kerak",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "hhr",
+                                      "tokenizer": {
+                                        "name": "wolof",
+                                        "tokenizer": "StanzaTokenizer(\"wo\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "Jola-Fonyi",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "wolof",
+                                    "tokenizer": "StanzaTokenizer(\"wo\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "Jola-Fonyi",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "dyo",
+                                      "tokenizer": {
+                                        "name": "wolof",
+                                        "tokenizer": "StanzaTokenizer(\"wo\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "Jola-Kasa",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "wolof",
+                                    "tokenizer": "StanzaTokenizer(\"wo\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "Jola-Kasa",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "csk",
+                                      "tokenizer": {
+                                        "name": "wolof",
+                                        "tokenizer": "StanzaTokenizer(\"wo\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            },
+                            {
+                              "name": "Karon-Mlomp",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "wolof",
+                                "tokenizer": "StanzaTokenizer(\"wo\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Karon",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "krx",
+                                  "tokenizer": {
+                                    "name": "wolof",
+                                    "tokenizer": "StanzaTokenizer(\"wo\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Mlomp",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "mlo",
+                                  "tokenizer": {
+                                    "name": "wolof",
+                                    "tokenizer": "StanzaTokenizer(\"wo\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                }
+                              ]
+                            },
+                            {
+                              "name": "Kwatay",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "wolof",
+                                "tokenizer": "StanzaTokenizer(\"wo\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Kuwaataay",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "cwt",
+                                  "tokenizer": {
+                                    "name": "wolof",
+                                    "tokenizer": "StanzaTokenizer(\"wo\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Manjaku-Papel",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "wolof",
+                        "tokenizer": "StanzaTokenizer(\"wo\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Mankanya",
+                          "iso_1_code": null,
+                          "iso_3_code": "knf",
+                          "tokenizer": {
+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Mandjak",
+                          "iso_1_code": null,
+                          "iso_3_code": "mfv",
+                          "tokenizer": {
+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Papel",
+                          "iso_1_code": null,
+                          "iso_3_code": "pbo",
+                          "tokenizer": {
+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "Cangin",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "wolof",
+                    "tokenizer": "StanzaTokenizer(\"wo\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Laalaa",
+                      "iso_1_code": null,
+                      "iso_3_code": "cae",
+                      "tokenizer": {
+                        "name": "wolof",
+                        "tokenizer": "StanzaTokenizer(\"wo\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Paloor",
+                      "iso_1_code": null,
+                      "iso_3_code": "fap",
+                      "tokenizer": {
+                        "name": "wolof",
+                        "tokenizer": "StanzaTokenizer(\"wo\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Ndut",
+                      "iso_1_code": null,
+                      "iso_3_code": "ndv",
+                      "tokenizer": {
+                        "name": "wolof",
+                        "tokenizer": "StanzaTokenizer(\"wo\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Saafi-Saafi",
+                      "iso_1_code": null,
+                      "iso_3_code": "sav",
+                      "tokenizer": {
+                        "name": "wolof",
+                        "tokenizer": "StanzaTokenizer(\"wo\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Noon",
+                      "iso_1_code": null,
+                      "iso_3_code": "snf",
+                      "tokenizer": {
+                        "name": "wolof",
+                        "tokenizer": "StanzaTokenizer(\"wo\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Eastern Senegal-Guinea",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "wolof",
+                    "tokenizer": "StanzaTokenizer(\"wo\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Banyun",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "wolof",
+                        "tokenizer": "StanzaTokenizer(\"wo\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Bainouk-Gunyu\u00f1o",
+                          "iso_1_code": null,
+                          "iso_3_code": "bab",
+                          "tokenizer": {
+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Bainouk-Samik",
+                          "iso_1_code": null,
+                          "iso_3_code": "bcb",
+                          "tokenizer": {
+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Bainouk-Gunyaamolo",
+                          "iso_1_code": null,
+                          "iso_3_code": "bcz",
+                          "tokenizer": {
+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Nun",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "wolof",
+                        "tokenizer": "StanzaTokenizer(\"wo\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Kasanga",
+                          "iso_1_code": null,
+                          "iso_3_code": "ccj",
+                          "tokenizer": {
+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kobiana",
+                          "iso_1_code": null,
+                          "iso_3_code": "kcj",
+                          "tokenizer": {
+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Tenda",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "wolof",
+                        "tokenizer": "StanzaTokenizer(\"wo\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Biafada",
+                          "iso_1_code": null,
+                          "iso_3_code": "bif",
+                          "tokenizer": {
+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Oniyan",
+                          "iso_1_code": null,
+                          "iso_3_code": "bsc",
+                          "tokenizer": {
+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Wamey",
+                          "iso_1_code": null,
+                          "iso_3_code": "cou",
+                          "tokenizer": {
+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Badyara",
+                          "iso_1_code": null,
+                          "iso_3_code": "pbp",
+                          "tokenizer": {
+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "M\u00e9nik",
+                          "iso_1_code": null,
+                          "iso_3_code": "tnr",
+                          "tokenizer": {
+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "Mbulungish-Nalu",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "wolof",
+                    "tokenizer": "StanzaTokenizer(\"wo\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Mbulungish",
+                      "iso_1_code": null,
+                      "iso_3_code": "mbv",
+                      "tokenizer": {
+                        "name": "wolof",
+                        "tokenizer": "StanzaTokenizer(\"wo\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Nalu",
+                      "iso_1_code": null,
+                      "iso_3_code": "naj",
+                      "tokenizer": {
+                        "name": "wolof",
+                        "tokenizer": "StanzaTokenizer(\"wo\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Senegambian",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "wolof",
+                    "tokenizer": "StanzaTokenizer(\"wo\")"
+                  },
+                  "source": "bottom",
+                  "children": [
+                    {
+                      "name": "Fula-Wolof",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "wolof",
+                        "tokenizer": "StanzaTokenizer(\"wo\")"
+                      },
+                      "source": "bottom",
+                      "children": [
+                        {
+                          "name": "Fula",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "East Central",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "wolof",
+                                "tokenizer": "StanzaTokenizer(\"wo\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Fulfulde, Western Niger",
+                                  "iso_1_code": "ff",
+                                  "iso_3_code": "fuh",
+                                  "tokenizer": {
+                                    "name": "wolof",
+                                    "tokenizer": "StanzaTokenizer(\"wo\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Fulfulde, Central-Eastern Niger",
+                                  "iso_1_code": "ff",
+                                  "iso_3_code": "fuq",
+                                  "tokenizer": {
+                                    "name": "wolof",
+                                    "tokenizer": "StanzaTokenizer(\"wo\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Fulfulde, Nigerian",
+                                  "iso_1_code": "ff",
+                                  "iso_3_code": "fuv",
+                                  "tokenizer": {
+                                    "name": "wolof",
+                                    "tokenizer": "StanzaTokenizer(\"wo\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                }
+                              ]
+                            },
+                            {
+                              "name": "Eastern",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "wolof",
+                                "tokenizer": "StanzaTokenizer(\"wo\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Fulfulde, Adamawa",
+                                  "iso_1_code": "ff",
+                                  "iso_3_code": "fub",
+                                  "tokenizer": {
+                                    "name": "wolof",
+                                    "tokenizer": "StanzaTokenizer(\"wo\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Fulfulde, Bagirmi",
+                                  "iso_1_code": "ff",
+                                  "iso_3_code": "fui",
+                                  "tokenizer": {
+                                    "name": "wolof",
+                                    "tokenizer": "StanzaTokenizer(\"wo\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                }
+                              ]
+                            },
+                            {
+                              "name": "West Central",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "wolof",
+                                "tokenizer": "StanzaTokenizer(\"wo\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Fulfulde, Maasina",
+                                  "iso_1_code": "ff",
+                                  "iso_3_code": "ffm",
+                                  "tokenizer": {
+                                    "name": "wolof",
+                                    "tokenizer": "StanzaTokenizer(\"wo\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Fulfulde, Borgu",
+                                  "iso_1_code": "ff",
+                                  "iso_3_code": "fue",
+                                  "tokenizer": {
+                                    "name": "wolof",
+                                    "tokenizer": "StanzaTokenizer(\"wo\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Pular",
+                                  "iso_1_code": "ff",
+                                  "iso_3_code": "fuf",
+                                  "tokenizer": {
+                                    "name": "wolof",
+                                    "tokenizer": "StanzaTokenizer(\"wo\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                }
+                              ]
+                            },
+                            {
+                              "name": "Western",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "wolof",
+                                "tokenizer": "StanzaTokenizer(\"wo\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Pulaar",
+                                  "iso_1_code": "ff",
+                                  "iso_3_code": "fuc",
+                                  "tokenizer": {
+                                    "name": "wolof",
+                                    "tokenizer": "StanzaTokenizer(\"wo\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                }
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+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
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+                                "name": "wolof",
+                                "tokenizer": "StanzaTokenizer(\"wo\")"
+                              },
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+                                "name": "wolof",
+                                "tokenizer": "StanzaTokenizer(\"wo\")"
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+                        "name": "wolof",
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+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
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+                        "tokenizer": "StanzaTokenizer(\"wo\")"
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+                          "name": "Bullom",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
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+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
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+                          "source": "down",
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+                              "name": "Northern",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "wolof",
+                                "tokenizer": "StanzaTokenizer(\"wo\")"
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+                                  "name": "Bom-Kim",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "bmf",
+                                  "tokenizer": {
+                                    "name": "wolof",
+                                    "tokenizer": "StanzaTokenizer(\"wo\")"
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+                                  "source": "down",
+                                  "children": []
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+                                  "name": "Bullom So",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "buy",
+                                  "tokenizer": {
+                                    "name": "wolof",
+                                    "tokenizer": "StanzaTokenizer(\"wo\")"
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+                                  "source": "down",
+                                  "children": []
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+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "wolof",
+                                "tokenizer": "StanzaTokenizer(\"wo\")"
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+                              "source": "down",
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+                                  "iso_1_code": null,
+                                  "iso_3_code": "bun",
+                                  "tokenizer": {
+                                    "name": "wolof",
+                                    "tokenizer": "StanzaTokenizer(\"wo\")"
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+                                  "source": "down",
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+                          "iso_3_code": null,
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+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
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+                              "tokenizer": {
+                                "name": "wolof",
+                                "tokenizer": "StanzaTokenizer(\"wo\")"
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+                              "source": "down",
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+                              "iso_1_code": null,
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+                              "tokenizer": {
+                                "name": "wolof",
+                                "tokenizer": "StanzaTokenizer(\"wo\")"
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+                              "source": "down",
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+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
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+                          "source": "down",
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+                          "iso_1_code": null,
+                          "iso_3_code": null,
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+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
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+                              "iso_1_code": null,
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+                              "tokenizer": {
+                                "name": "wolof",
+                                "tokenizer": "StanzaTokenizer(\"wo\")"
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+                              "source": "down",
+                              "children": []
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+                              "iso_1_code": null,
+                              "iso_3_code": "bgo",
+                              "tokenizer": {
+                                "name": "wolof",
+                                "tokenizer": "StanzaTokenizer(\"wo\")"
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+                              "source": "down",
+                              "children": []
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+                              "iso_1_code": null,
+                              "iso_3_code": "bmd",
+                              "tokenizer": {
+                                "name": "wolof",
+                                "tokenizer": "StanzaTokenizer(\"wo\")"
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+                              "source": "down",
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+                              "tokenizer": {
+                                "name": "wolof",
+                                "tokenizer": "StanzaTokenizer(\"wo\")"
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+                              "source": "down",
+                              "children": []
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+                              "name": "Baga Sitemu",
+                              "iso_1_code": null,
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+                                "name": "wolof",
+                                "tokenizer": "StanzaTokenizer(\"wo\")"
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+                              "name": "Baga Soban\u00e9",
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+                              "tokenizer": {
+                                "name": "wolof",
+                                "tokenizer": "StanzaTokenizer(\"wo\")"
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+                              "source": "down",
+                              "children": []
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+                              "tokenizer": {
+                                "name": "wolof",
+                                "tokenizer": "StanzaTokenizer(\"wo\")"
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+                              "source": "down",
+                              "children": []
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+                          "iso_3_code": null,
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+                            "name": "wolof",
+                            "tokenizer": "StanzaTokenizer(\"wo\")"
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+                          "source": "down",
+                          "children": [
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+                              "name": "Themne",
+                              "iso_1_code": null,
+                              "iso_3_code": "tem",
+                              "tokenizer": {
+                                "name": "wolof",
+                                "tokenizer": "StanzaTokenizer(\"wo\")"
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+                              "source": "down",
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+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                            "name": "ganda",
+                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "name": "Zigula-Zaramo (G.39)",
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                            "name": "ganda",
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "source": "down",
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Ngindo",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "nnq",
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+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Mbunga",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "mgy",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "source": "down",
+                                          "children": []
+                                        }
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+                                    {
+                                      "name": "Yao (P.21)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Yao",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "yao",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "source": "down",
+                                          "children": []
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+                                      "iso_1_code": null,
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Mwera",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "mwe",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "source": "down",
+                                          "children": []
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+                                    {
+                                      "name": "Yao (P.23)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Makonde",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "kde",
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+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "children": []
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+                                          "name": "Machinga",
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+                                          "iso_3_code": "mvw",
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+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Matambwe",
+                                          "iso_1_code": null,
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+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Ndonde Hamba",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "njd",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "source": "down",
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+                                  "name": "R",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
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+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Herero",
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+                                          "iso_3_code": "her",
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+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "source": "down",
+                                          "children": []
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+                                      "name": "Herero (R.311)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Dhimba",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "dhm",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "source": "down",
+                                          "children": []
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+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
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+                                          "name": "Ngendelengo",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "nql",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        },
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+                                          "name": "Kuvale",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "olu",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
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+                                      "name": "Umbundu (R.11)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Umbundu",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "umb",
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+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "source": "down",
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+                                      "iso_3_code": null,
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Ndombe",
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+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "source": "down",
+                                          "children": []
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+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Nyaneka",
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+                                          "name": "Kwandu",
+                                          "iso_1_code": null,
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+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "tokenizer": {
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Nkumbi",
+                                          "iso_1_code": null,
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+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Oshiwambo",
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+                                          "iso_3_code": "kua",
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+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Mbalanhu",
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+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                        "name": "ganda",
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+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tswana",
+                                        "tokenizer": "SpaCyTokenizer(\"tn\")"
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+                                          "name": "Swati",
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+                                          "iso_3_code": "ssw",
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+                                            "name": "tswana",
+                                            "tokenizer": "SpaCyTokenizer(\"tn\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
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+                                    {
+                                      "name": "Nguni (S.44)",
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+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tswana",
+                                        "tokenizer": "SpaCyTokenizer(\"tn\")"
+                                      },
+                                      "source": "down",
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+                                          "name": "Ndebele",
+                                          "iso_1_code": "nd",
+                                          "iso_3_code": "nde",
+                                          "tokenizer": {
+                                            "name": "tswana",
+                                            "tokenizer": "SpaCyTokenizer(\"tn\")"
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+                                          "source": "down",
+                                          "children": []
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+                                    {
+                                      "name": "Shona (S.10)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tswana",
+                                        "tokenizer": "SpaCyTokenizer(\"tn\")"
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+                                          "name": "Dema",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "dmx",
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+                                            "name": "tswana",
+                                            "tokenizer": "SpaCyTokenizer(\"tn\")"
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+                                          "children": []
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+                                          "name": "Shona",
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+                                          "iso_3_code": "sna",
+                                          "tokenizer": {
+                                            "name": "tswana",
+                                            "tokenizer": "SpaCyTokenizer(\"tn\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
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+                                    {
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+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tswana",
+                                        "tokenizer": "SpaCyTokenizer(\"tn\")"
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+                                          "name": "Tawara",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "twl",
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+                                            "name": "tswana",
+                                            "tokenizer": "SpaCyTokenizer(\"tn\")"
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+                                          "source": "down",
+                                          "children": []
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+                                    {
+                                      "name": "Shona (S.13)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tswana",
+                                        "tokenizer": "SpaCyTokenizer(\"tn\")"
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+                                      "source": "down",
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+                                          "name": "Manyika",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "mxc",
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+                                            "name": "tswana",
+                                            "tokenizer": "SpaCyTokenizer(\"tn\")"
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+                                          "source": "down",
+                                          "children": []
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+                                          "name": "Tewe",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "twx",
+                                          "tokenizer": {
+                                            "name": "tswana",
+                                            "tokenizer": "SpaCyTokenizer(\"tn\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
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+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tswana",
+                                        "tokenizer": "SpaCyTokenizer(\"tn\")"
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+                                          "name": "Ndau",
+                                          "iso_1_code": null,
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+                                            "name": "tswana",
+                                            "tokenizer": "SpaCyTokenizer(\"tn\")"
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+                                          "source": "down",
+                                          "children": []
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+                                    {
+                                      "name": "Shona (S.16)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tswana",
+                                        "tokenizer": "SpaCyTokenizer(\"tn\")"
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+                                      "source": "down",
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+                                          "name": "Kalanga",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "kck",
+                                          "tokenizer": {
+                                            "name": "tswana",
+                                            "tokenizer": "SpaCyTokenizer(\"tn\")"
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+                                          "source": "down",
+                                          "children": []
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+                                        {
+                                          "name": "Nambya",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "nmq",
+                                          "tokenizer": {
+                                            "name": "tswana",
+                                            "tokenizer": "SpaCyTokenizer(\"tn\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
+                                      ]
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+                                    {
+                                      "name": "Sotho-Tswana (S.31)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tswana",
+                                        "tokenizer": "SpaCyTokenizer(\"tn\")"
+                                      },
+                                      "source": "bottom",
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+                                          "name": "Setswana",
+                                          "iso_1_code": "tn",
+                                          "iso_3_code": "tsn",
+                                          "tokenizer": {
+                                            "name": "tswana",
+                                            "tokenizer": "SpaCyTokenizer(\"tn\")"
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+                                          "source": "own",
+                                          "children": []
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+                                    {
+                                      "name": "Sotho-Tswana (S.311)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tswana",
+                                        "tokenizer": "SpaCyTokenizer(\"tn\")"
+                                      },
+                                      "source": "down",
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+                                        {
+                                          "name": "Kgalagadi",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "xkv",
+                                          "tokenizer": {
+                                            "name": "tswana",
+                                            "tokenizer": "SpaCyTokenizer(\"tn\")"
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+                                          "source": "down",
+                                          "children": []
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+                                      "name": "Sotho-Tswana (S.32)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tswana",
+                                        "tokenizer": "SpaCyTokenizer(\"tn\")"
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+                                          "name": "Birwa",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "brl",
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+                                            "name": "tswana",
+                                            "tokenizer": "SpaCyTokenizer(\"tn\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
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+                                        {
+                                          "name": "Sotho, Northern",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "nso",
+                                          "tokenizer": {
+                                            "name": "tswana",
+                                            "tokenizer": "SpaCyTokenizer(\"tn\")"
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+                                          "source": "down",
+                                          "children": []
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+                                          "name": "Tswapong",
+                                          "iso_1_code": null,
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+                                            "name": "tswana",
+                                            "tokenizer": "SpaCyTokenizer(\"tn\")"
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+                                          "source": "down",
+                                          "children": []
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+                                    {
+                                      "name": "Sotho-Tswana (S.33)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tswana",
+                                        "tokenizer": "SpaCyTokenizer(\"tn\")"
+                                      },
+                                      "source": "down",
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+                                          "name": "Sotho, Southern",
+                                          "iso_1_code": "st",
+                                          "iso_3_code": "sot",
+                                          "tokenizer": {
+                                            "name": "tswana",
+                                            "tokenizer": "SpaCyTokenizer(\"tn\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
+                                      ]
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+                                    {
+                                      "name": "Tswa-Rhonga (S.51)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tswana",
+                                        "tokenizer": "SpaCyTokenizer(\"tn\")"
+                                      },
+                                      "source": "down",
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+                                          "name": "Tswa",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "tsc",
+                                          "tokenizer": {
+                                            "name": "tswana",
+                                            "tokenizer": "SpaCyTokenizer(\"tn\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
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+                                    {
+                                      "name": "Tswa-Rhonga (S.53)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tswana",
+                                        "tokenizer": "SpaCyTokenizer(\"tn\")"
+                                      },
+                                      "source": "down",
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+                                        {
+                                          "name": "Tsonga",
+                                          "iso_1_code": "ts",
+                                          "iso_3_code": "tso",
+                                          "tokenizer": {
+                                            "name": "tswana",
+                                            "tokenizer": "SpaCyTokenizer(\"tn\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
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+                                    {
+                                      "name": "Tswa-Rhonga (S.54)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tswana",
+                                        "tokenizer": "SpaCyTokenizer(\"tn\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
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+                                          "name": "Ronga",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "rng",
+                                          "tokenizer": {
+                                            "name": "tswana",
+                                            "tokenizer": "SpaCyTokenizer(\"tn\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
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+                                      "name": "Venda (S.21)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "tswana",
+                                        "tokenizer": "SpaCyTokenizer(\"tn\")"
+                                      },
+                                      "source": "down",
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+                                          "name": "Venda",
+                                          "iso_1_code": "ve",
+                                          "iso_3_code": "ven",
+                                          "tokenizer": {
+                                            "name": "tswana",
+                                            "tokenizer": "SpaCyTokenizer(\"tn\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
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+                              "name": "Northwest",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
+                              },
+                              "source": "down",
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+                                  "name": "A",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "Bafia (A.501)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
+                                      "source": "down",
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+                                          "name": "Hijuk",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "hij",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "source": "down",
+                                          "children": []
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+                                    {
+                                      "name": "Bafia (A.51)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
+                                      "source": "down",
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+                                          "name": "Lefa",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "lfa",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
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+                                    {
+                                      "name": "Bafia (A.52)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
+                                      "source": "down",
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+                                          "name": "Dimbong",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "dii",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
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+                                    {
+                                      "name": "Bafia (A.53)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
+                                      "source": "down",
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+                                          "name": "Bafia",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "ksf",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "source": "down",
+                                          "children": []
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+                                    {
+                                      "name": "Bafia (A.54)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
+                                      "source": "down",
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+                                          "name": "Tibea",
+                                          "iso_1_code": null,
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+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
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+                                    {
+                                      "name": "Basaa (A.41)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
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+                                          "name": "Barombi",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "bbi",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
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+                                    {
+                                      "name": "Basaa (A.42)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
+                                        {
+                                          "name": "Bankon",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "abb",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
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+                                    {
+                                      "name": "Basaa (A.43)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
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+                                          "name": "Basaa",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "bas",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Bakoko",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "bkh",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
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+                                    {
+                                      "name": "Basaa (A.44)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
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+                                          "name": "Tunen",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "tvu",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
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+                                    {
+                                      "name": "Basaa (A.45)",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
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+                                          "name": "Nyokon",
+                                          "iso_1_code": null,
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+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
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+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
+                                      "source": "down",
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+                                          "name": "Nomaande",
+                                          "iso_1_code": null,
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+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "source": "down",
+                                          "children": []
+                                        }
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+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "source": "down",
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+                                          "name": "Tuotomb",
+                                          "iso_1_code": null,
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+                                          "tokenizer": {
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+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "source": "down",
+                                          "children": []
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+                                      "name": "Basaa (A.462)",
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+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Awing",
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+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Mankong",
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+                                          "iso_3_code": "bqt",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
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+                                          "name": "Kpati",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "koc",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
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+                                        {
+                                          "name": "Mendankwe-Nkwen",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "mfd",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Ngemba",
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+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Pinyin",
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+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "source": "down",
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+                                      "name": "Nkambe",
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+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Lidzonka",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "add",
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+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Kwaja",
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+                                          "iso_3_code": "kdz",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
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+                                          "name": "Limbum",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "lmp",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
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+                                          "name": "Mbo\u2019",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "mtk",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Mfumte",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "nfu",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
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+                                          "name": "Yamba",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "yam",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "source": "down",
+                                          "children": []
+                                        }
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+                                      "name": "Nun",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
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+                                          "name": "Bamun",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "bax",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
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+                                          "name": "Chopechop",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "bbq",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Supapya",
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+                                          "iso_3_code": "bbw",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Mengambo",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "bce",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Chufie\u2019",
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+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Mendenkye",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "bgj",
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+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Chrambo",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "bmo",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Medumba",
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+                                          "iso_3_code": "byv",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Mungaka",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "mhk",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
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+                                  "name": "Momo",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "name": "Menka",
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+                                      "iso_3_code": "mea",
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+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "name": "Meta\u2019",
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+                                      "iso_3_code": "mgo",
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "name": "Mundani",
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+                                      "iso_3_code": "mnf",
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+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
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+                                      "name": "Ngamambo",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "nbv",
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
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+                                      "name": "Ngie",
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+                                      "iso_3_code": "ngj",
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
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+                                      "name": "Ngwo",
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+                                      "iso_3_code": "ngn",
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
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+                                    {
+                                      "name": "Njen",
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+                                      "iso_3_code": "njj",
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "name": "Ngoshie",
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+                                      "iso_3_code": "nsh",
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+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
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+                                      "children": []
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+                                  "name": "Ring",
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+                                  "iso_3_code": null,
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+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "name": "Center",
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+                                      "iso_3_code": null,
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Mmen",
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+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Kom",
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+                                          "name": "Bum",
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+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Mbessa",
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+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Kung",
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+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Oku",
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+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                        "name": "ganda",
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+                                          "name": "Vengo",
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+                                          "name": "Kenswei Nsei",
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+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Zhoa",
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+                                            "name": "ganda",
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+                                        "name": "ganda",
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+                              "name": "Western Momo",
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+                              "tokenizer": {
+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                  "name": "Ambele",
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+                                "tokenizer": "SpaCyTokenizer(\"yo\")"
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+                                "tokenizer": "SpaCyTokenizer(\"yo\")"
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+                                      "name": "Bali",
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+                                      "name": "Kugama",
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+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "name": "Kpasham",
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "name": "Yendang",
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+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "name": "Yotti",
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+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                              "name": "Nimbari",
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+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                  "name": "Nimbari",
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+                              "name": "Bua",
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+                                  "name": "Bua",
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+                                  "name": "Bolgo",
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+                                  "name": "Fania",
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+                                  "iso_3_code": "fni",
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+                                  "name": "Bon Gula",
+                                  "iso_1_code": null,
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+                                  "name": "Gula Iro",
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+                                  "name": "Koke",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "kou",
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+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                  "name": "Niellim",
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+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                  "name": "Noy",
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+                                  "iso_3_code": "noy",
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+                                  "name": "Tunia",
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+                                  "name": "Zan Gula",
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+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                              "name": "Mbum",
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+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "source": "down",
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+                                  "iso_3_code": null,
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+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "source": "down",
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "name": "Dadiya",
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "source": "down",
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+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
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+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "name": "Bangwinji",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "bsj",
+                                      "tokenizer": {
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "name": "Tula",
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+                                      "iso_3_code": "tul",
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "source": "down",
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+                                      "name": "Waja",
+                                      "iso_1_code": null,
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+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "source": "down",
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+                              "name": "Yungur",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
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+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                  "name": "Libo",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
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+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "name": "Kaan",
+                                      "iso_1_code": null,
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+                                      "tokenizer": {
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "source": "down",
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+                                  "name": "Mboi",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
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+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "name": "Mboi",
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "source": "down",
+                                      "children": []
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+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
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+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "name": "Lala-Roba",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "lla",
+                                      "tokenizer": {
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
+                                      "source": "down",
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+                                      "name": "Voro",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "vor",
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "source": "down",
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+                                      "name": "Bena",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "yun",
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "source": "down",
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+                                    }
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+                          "name": "Banda",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "ganda",
+                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                          },
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+                              "name": "Central",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
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+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                  "name": "Central Core",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "name": "Banda-Bambari",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
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+                                          "name": "Banda-Bambari",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "liy",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "source": "down",
+                                          "children": []
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+                                    {
+                                      "name": "Banda-Banda",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
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+                                          "name": "Banda-Banda",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "bpd",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
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+                                    {
+                                      "name": "Banda-Mbres",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
+                                        {
+                                          "name": "Banda-Mbr\u00e8s",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "bqk",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
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+                                    {
+                                      "name": "Banda-Ndele",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
+                                        {
+                                          "name": "Banda-Nd\u00e9l\u00e9",
+                                          "iso_1_code": null,
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+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
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+                                    {
+                                      "name": "Mid-Southern",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
+                                      "source": "down",
+                                      "children": [
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+                                          "name": "Banda, Mid-Southern",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "bjo",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Gobu",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "gox",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
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+                                        {
+                                          "name": "Kpagua",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "kuw",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Mono",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "mnh",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
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+                                          "name": "Ngundu",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "nue",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "source": "down",
+                                          "children": []
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+                                      "name": "Togbo-Vara",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
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+                                          "iso_1_code": null,
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+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "source": "down",
+                                          "children": []
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+                                  "name": "Western",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                  },
+                                  "source": "down",
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+                                      "name": "Banda-Yangere",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "yaj",
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
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+                              "name": "South Central",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
+                              },
+                              "source": "down",
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+                                  "name": "Langbashe",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "lna",
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Banda, South Central",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "lnl",
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
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+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
+                              },
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+                                  "name": "Mbandja",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "zmz",
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
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+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                  "name": "Ngbundu",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "nuu",
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
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+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                  "name": "Banda, West Central",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "bbp",
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                  "source": "down",
+                                  "children": []
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+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "ganda",
+                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                              "name": "Suma",
+                              "iso_1_code": null,
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+                              "tokenizer": {
+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
+                              },
+                              "source": "down",
+                              "children": []
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+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
+                              },
+                              "source": "down",
+                              "children": [
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+                                  "name": "Bhogoto",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "bdt",
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
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+                                {
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+                                  "iso_1_code": null,
+                                  "iso_3_code": "gbp",
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
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+                                {
+                                  "name": "Gbaya-Bozoum",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "gbq",
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Gbanu",
+                                  "iso_1_code": null,
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+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                  "source": "down",
+                                  "children": []
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+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                              "source": "down",
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+                                  "name": "Ali",
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+                                  "iso_3_code": "aiy",
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                  "source": "down",
+                                  "children": []
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+                                  "iso_3_code": "bff",
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                  "source": "down",
+                                  "children": []
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+                                  "name": "Mandja",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "mzv",
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                  "source": "down",
+                                  "children": []
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+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                              "iso_1_code": null,
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+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                  "iso_1_code": null,
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+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                  "iso_1_code": null,
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+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                  "iso_1_code": null,
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+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                          "name": "Sere-Ngbaka-Mba",
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+                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                      "source": "down",
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+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                              "name": "Ngbaka Ma\u2019bo",
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+                                                "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "name": "Belanda Viri",
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+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
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+                                          "iso_1_code": null,
+                                          "iso_3_code": "mnk",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Maninkakan, Kita",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "mwk",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Kagoro",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "xkg",
+                                          "tokenizer": {
+                                            "name": "ganda",
+                                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                          },
+                                          "source": "down",
+                                          "children": []
+                                        }
+                                      ]
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "Mokole",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                  },
+                                  "source": "down",
+                                  "children": [
+                                    {
+                                      "name": "Kakabe",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "kke",
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Kuranko",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "knk",
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Lele",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "llc",
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Mogofin",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "mfg",
+                                      "tokenizer": {
+                                        "name": "ganda",
+                                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                      },
+                                      "source": "down",
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            },
+                            {
+                              "name": "Vai-Kono",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Kono",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "kno",
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Vai",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "vai",
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Susu-Yalunka",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "ganda",
+                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Susu",
+                          "iso_1_code": null,
+                          "iso_3_code": "sus",
+                          "tokenizer": {
+                            "name": "ganda",
+                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Yalunka",
+                          "iso_1_code": null,
+                          "iso_3_code": "yal",
+                          "tokenizer": {
+                            "name": "ganda",
+                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "Southwestern",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "ganda",
+                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Kpelle",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "ganda",
+                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Kpelle, Guinea",
+                          "iso_1_code": null,
+                          "iso_3_code": "gkp",
+                          "tokenizer": {
+                            "name": "ganda",
+                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kono",
+                          "iso_1_code": null,
+                          "iso_3_code": "knu",
+                          "tokenizer": {
+                            "name": "ganda",
+                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kpelle, Liberia",
+                          "iso_1_code": null,
+                          "iso_3_code": "xpe",
+                          "tokenizer": {
+                            "name": "ganda",
+                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Mende-Loma",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "ganda",
+                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Zialo",
+                          "iso_1_code": null,
+                          "iso_3_code": "zil",
+                          "tokenizer": {
+                            "name": "ganda",
+                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Loma",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "ganda",
+                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Loma",
+                              "iso_1_code": null,
+                              "iso_3_code": "lom",
+                              "tokenizer": {
+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Toma",
+                              "iso_1_code": null,
+                              "iso_3_code": "tod",
+                              "tokenizer": {
+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Mende-Bandi",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "ganda",
+                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Bandi",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Bandi",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "bza",
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                }
+                              ]
+                            },
+                            {
+                              "name": "Mende-Loko",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Loko",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "lok",
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Mende",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "men",
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
+                        }
+                      ]
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Northwestern",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "ganda",
+                "tokenizer": "SpaCyTokenizer(\"lg\")"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Kpeego",
+                  "iso_1_code": null,
+                  "iso_3_code": "cpo",
+                  "tokenizer": {
+                    "name": "ganda",
+                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Samogo",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "ganda",
+                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Bankagooma",
+                      "iso_1_code": null,
+                      "iso_3_code": "bxw",
+                      "tokenizer": {
+                        "name": "ganda",
+                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Dz\u00f9\u00f9ngoo",
+                      "iso_1_code": null,
+                      "iso_3_code": "dnn",
+                      "tokenizer": {
+                        "name": "ganda",
+                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Duungooma",
+                      "iso_1_code": null,
+                      "iso_3_code": "dux",
+                      "tokenizer": {
+                        "name": "ganda",
+                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Jowulu",
+                      "iso_1_code": null,
+                      "iso_3_code": "jow",
+                      "tokenizer": {
+                        "name": "ganda",
+                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Seenku",
+                      "iso_1_code": null,
+                      "iso_3_code": "sos",
+                      "tokenizer": {
+                        "name": "ganda",
+                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Soninke-Bobo",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "ganda",
+                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Bobo",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "ganda",
+                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Konab\u00e9r\u00e9",
+                          "iso_1_code": null,
+                          "iso_3_code": "bbo",
+                          "tokenizer": {
+                            "name": "ganda",
+                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Bobo Madar\u00e9, Southern",
+                          "iso_1_code": null,
+                          "iso_3_code": "bwq",
+                          "tokenizer": {
+                            "name": "ganda",
+                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Soninke-Boso",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "ganda",
+                        "tokenizer": "SpaCyTokenizer(\"lg\")"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Boso",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "ganda",
+                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Eastern",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Bozo, Tiemac\u00e8w\u00e8",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "boo",
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Bozo, Tieyaxo",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "boz",
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                },
+                                {
+                                  "name": "Bozo, Kelengaxo",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "bzx",
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                }
+                              ]
+                            },
+                            {
+                              "name": "Jenaama",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": {
+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
+                              },
+                              "source": "down",
+                              "children": [
+                                {
+                                  "name": "Bozo, Jenaama",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "bze",
+                                  "tokenizer": {
+                                    "name": "ganda",
+                                    "tokenizer": "SpaCyTokenizer(\"lg\")"
+                                  },
+                                  "source": "down",
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Soninke",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "ganda",
+                            "tokenizer": "SpaCyTokenizer(\"lg\")"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Soninke",
+                              "iso_1_code": null,
+                              "iso_3_code": "snk",
+                              "tokenizer": {
+                                "name": "ganda",
+                                "tokenizer": "SpaCyTokenizer(\"lg\")"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Unclassified",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "ganda",
+        "tokenizer": "SpaCyTokenizer(\"lg\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Mbre",
+          "iso_1_code": null,
+          "iso_3_code": "mka",
+          "tokenizer": {
+            "name": "ganda",
+            "tokenizer": "SpaCyTokenizer(\"lg\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Nilo-Saharan.json b/data/Nilo-Saharan.json
new file mode 100644
index 0000000000000000000000000000000000000000..7827167687d1fe0cc35bc560a808d17c24856283
--- /dev/null
+++ b/data/Nilo-Saharan.json
@@ -0,0 +1,2886 @@
+{
+  "name": "Nilo-Saharan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Kuliak",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Ik",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Ik",
+              "iso_1_code": null,
+              "iso_3_code": "ikx",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Ngangea-So",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Nyang\u2019i",
+              "iso_1_code": null,
+              "iso_3_code": "nyp",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Soo",
+              "iso_1_code": null,
+              "iso_3_code": "teu",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Saharan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Eastern",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Berti",
+              "iso_1_code": null,
+              "iso_3_code": "byt",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Zaghawa",
+              "iso_1_code": null,
+              "iso_3_code": "zag",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Western",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Kanuri",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Kanuri, Bilma",
+                  "iso_1_code": null,
+                  "iso_3_code": "bms",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Kanembu",
+                  "iso_1_code": null,
+                  "iso_3_code": "kbl",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Kanuri, Manga",
+                  "iso_1_code": "kr",
+                  "iso_3_code": "kby",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Kanuri, Yerwa",
+                  "iso_1_code": "kr",
+                  "iso_3_code": "knc",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Kanuri, Tumari",
+                  "iso_1_code": "kr",
+                  "iso_3_code": "krt",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Tarjumo",
+                  "iso_1_code": null,
+                  "iso_3_code": "txj",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Tebu",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Dazaga",
+                  "iso_1_code": null,
+                  "iso_3_code": "dzg",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Tedaga",
+                  "iso_1_code": null,
+                  "iso_3_code": "tuq",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Satellite-Core",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Core",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "B\u2019aga",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Daats\u02bci\u0301in",
+                  "iso_1_code": null,
+                  "iso_3_code": "dtn",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Gumuz",
+                  "iso_1_code": null,
+                  "iso_3_code": "guk",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Eastern Sudanic",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Northern (k languages)",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Nara",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": null,
+                      "source": null,
+                      "children": [
+                        {
+                          "name": "Nara",
+                          "iso_1_code": null,
+                          "iso_3_code": "nrb",
+                          "tokenizer": null,
+                          "source": null,
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Nubian",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": null,
+                      "source": null,
+                      "children": [
+                        {
+                          "name": "Central",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": null,
+                          "source": null,
+                          "children": [
+                            {
+                              "name": "Mattokki",
+                              "iso_1_code": null,
+                              "iso_3_code": "xnz",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            },
+                            {
+                              "name": "Birked",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": null,
+                              "source": null,
+                              "children": [
+                                {
+                                  "name": "Birked",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "brk",
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": []
+                                }
+                              ]
+                            },
+                            {
+                              "name": "Dongolawi",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": null,
+                              "source": null,
+                              "children": [
+                                {
+                                  "name": "Andaandi",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "dgl",
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": []
+                                }
+                              ]
+                            },
+                            {
+                              "name": "Hill",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": null,
+                              "source": null,
+                              "children": [
+                                {
+                                  "name": "Kadaru-Ghulfan",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": [
+                                    {
+                                      "name": "Ghulfan",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "ghl",
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Kadaru",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "kdu",
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": []
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "Unclassified",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": [
+                                    {
+                                      "name": "Dilling",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "dil",
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Dair",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "drb",
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "El Hugeirat",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "elh",
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Karko",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "kko",
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Wali",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "wll",
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Northern",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": null,
+                          "source": null,
+                          "children": [
+                            {
+                              "name": "Nobiin",
+                              "iso_1_code": null,
+                              "iso_3_code": "fia",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Western",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": null,
+                          "source": null,
+                          "children": [
+                            {
+                              "name": "Midob",
+                              "iso_1_code": null,
+                              "iso_3_code": "mei",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Nyimang",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": null,
+                      "source": null,
+                      "children": [
+                        {
+                          "name": "Afitti",
+                          "iso_1_code": null,
+                          "iso_3_code": "aft",
+                          "tokenizer": null,
+                          "source": null,
+                          "children": []
+                        },
+                        {
+                          "name": "Ama",
+                          "iso_1_code": null,
+                          "iso_3_code": "nyi",
+                          "tokenizer": null,
+                          "source": null,
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Tama",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": null,
+                      "source": null,
+                      "children": [
+                        {
+                          "name": "Mararit",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": null,
+                          "source": null,
+                          "children": [
+                            {
+                              "name": "Mararit",
+                              "iso_1_code": null,
+                              "iso_3_code": "mgb",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Tama-Sungor",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": null,
+                          "source": null,
+                          "children": [
+                            {
+                              "name": "Assangori",
+                              "iso_1_code": null,
+                              "iso_3_code": "sjg",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            },
+                            {
+                              "name": "Tama",
+                              "iso_1_code": null,
+                              "iso_3_code": "tma",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "Southern (n languages)",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Daju",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": null,
+                      "source": null,
+                      "children": [
+                        {
+                          "name": "Eastern Daju",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": null,
+                          "source": null,
+                          "children": [
+                            {
+                              "name": "Logorik",
+                              "iso_1_code": null,
+                              "iso_3_code": "liu",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            },
+                            {
+                              "name": "Shatt",
+                              "iso_1_code": null,
+                              "iso_3_code": "shj",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Western Daju",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": null,
+                          "source": null,
+                          "children": [
+                            {
+                              "name": "Baygo",
+                              "iso_1_code": null,
+                              "iso_3_code": "byg",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            },
+                            {
+                              "name": "Daju, Dar Fur",
+                              "iso_1_code": null,
+                              "iso_3_code": "daj",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            },
+                            {
+                              "name": "Daju, Dar Sila",
+                              "iso_1_code": null,
+                              "iso_3_code": "dau",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            },
+                            {
+                              "name": "Daju, Dar Daju",
+                              "iso_1_code": null,
+                              "iso_3_code": "djc",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            },
+                            {
+                              "name": "Njalgulgule",
+                              "iso_1_code": null,
+                              "iso_3_code": "njl",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Eastern Jebel",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": null,
+                      "source": null,
+                      "children": [
+                        {
+                          "name": "Aka-Kelo-Molo",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": null,
+                          "source": null,
+                          "children": [
+                            {
+                              "name": "Aka",
+                              "iso_1_code": null,
+                              "iso_3_code": "soh",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            },
+                            {
+                              "name": "Kelo",
+                              "iso_1_code": null,
+                              "iso_3_code": "xel",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            },
+                            {
+                              "name": "Molo",
+                              "iso_1_code": null,
+                              "iso_3_code": "zmo",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Gaam",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": null,
+                          "source": null,
+                          "children": [
+                            {
+                              "name": "Gaam",
+                              "iso_1_code": null,
+                              "iso_3_code": "tbi",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Nilotic",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": null,
+                      "source": null,
+                      "children": [
+                        {
+                          "name": "Eastern",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": null,
+                          "source": null,
+                          "children": [
+                            {
+                              "name": "Bari",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": null,
+                              "source": null,
+                              "children": [
+                                {
+                                  "name": "Bari",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "bfa",
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": []
+                                },
+                                {
+                                  "name": "Kakwa",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "keo",
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": []
+                                },
+                                {
+                                  "name": "Mandari",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "mqu",
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": []
+                                },
+                                {
+                                  "name": "Kuku",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "ukv",
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": []
+                                }
+                              ]
+                            },
+                            {
+                              "name": "Lotuxo-Teso",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": null,
+                              "source": null,
+                              "children": [
+                                {
+                                  "name": "Lotuxo-Maa",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": [
+                                    {
+                                      "name": "Lotuxo",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": [
+                                        {
+                                          "name": "Dongotono",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "ddd",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Imotong",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "imt",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Lango",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "lgo",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Lokoya",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "lky",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Otuho",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "lot",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Lopit",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "lpx",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Logir",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "lqr",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Okolie",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "oie",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "Ongamo-Maa",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": [
+                                        {
+                                          "name": "Maasai",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "mas",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Ngasa",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "nsg",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Samburu",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "saq",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        }
+                                      ]
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "Teso-Turkana",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": [
+                                    {
+                                      "name": "Teso",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": [
+                                        {
+                                          "name": "Ateso",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "teo",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "Turkana",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": [
+                                        {
+                                          "name": "Ng\u2019akarimojong",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "kdj",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Nyangatom",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "nnj",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Toposa",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "toq",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Turkana",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "tuv",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        }
+                                      ]
+                                    }
+                                  ]
+                                }
+                              ]
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Southern",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": null,
+                          "source": null,
+                          "children": [
+                            {
+                              "name": "Kalenjin",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": null,
+                              "source": null,
+                              "children": [
+                                {
+                                  "name": "Elgon",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": [
+                                    {
+                                      "name": "Kupsapiiny",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "kpz",
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Sabaot",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "spy",
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": []
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "Nandi-Markweta",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": [
+                                    {
+                                      "name": "Kipsigis",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": [
+                                        {
+                                          "name": "Kipsigis",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "sgc",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "Markweta",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": [
+                                        {
+                                          "name": "Markweeta",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "enb",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "Nandi",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": [
+                                        {
+                                          "name": "Keiyo",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "eyo",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Kisankasa",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "kqh",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Nandi",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "niq",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Terik",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "tec",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Tugen",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "tuy",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        }
+                                      ]
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "Okiek",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": [
+                                    {
+                                      "name": "Okiek",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "oki",
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": []
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "Pokot",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": [
+                                    {
+                                      "name": "P\u00f6koot",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "pko",
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            },
+                            {
+                              "name": "Tatoga",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": null,
+                              "source": null,
+                              "children": [
+                                {
+                                  "name": "Omotik",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "omt",
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": []
+                                },
+                                {
+                                  "name": "Datooga",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "tcc",
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Western",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": null,
+                          "source": null,
+                          "children": [
+                            {
+                              "name": "Dinka-Nuer",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": null,
+                              "source": null,
+                              "children": [
+                                {
+                                  "name": "Dinka",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": [
+                                    {
+                                      "name": "Dinka, South Central",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "dib",
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Dinka, Southwestern",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "dik",
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Dinka, Northeastern",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "dip",
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Dinka, Northwestern",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "diw",
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Dinka, Southeastern",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "dks",
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": []
+                                    }
+                                  ]
+                                },
+                                {
+                                  "name": "Nuer",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": [
+                                    {
+                                      "name": "Reel",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "atu",
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Nuer",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "nus",
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            },
+                            {
+                              "name": "Luo",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": null,
+                              "source": null,
+                              "children": [
+                                {
+                                  "name": "Northern",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": [
+                                    {
+                                      "name": "Anuak",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": [
+                                        {
+                                          "name": "Anuak",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "anu",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "Bor",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": [
+                                        {
+                                          "name": "Belanda Bor",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "bxb",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "Jur",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": [
+                                        {
+                                          "name": "Luwo",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "lwo",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "Mabaan-Burun",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": [
+                                        {
+                                          "name": "Burun",
+                                          "iso_1_code": null,
+                                          "iso_3_code": null,
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": [
+                                            {
+                                              "name": "Burun",
+                                              "iso_1_code": null,
+                                              "iso_3_code": "bdi",
+                                              "tokenizer": null,
+                                              "source": null,
+                                              "children": []
+                                            }
+                                          ]
+                                        },
+                                        {
+                                          "name": "Mabaan",
+                                          "iso_1_code": null,
+                                          "iso_3_code": null,
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": [
+                                            {
+                                              "name": "Jumjum",
+                                              "iso_1_code": null,
+                                              "iso_3_code": "jum",
+                                              "tokenizer": null,
+                                              "source": null,
+                                              "children": []
+                                            },
+                                            {
+                                              "name": "Mabaan",
+                                              "iso_1_code": null,
+                                              "iso_3_code": "mfz",
+                                              "tokenizer": null,
+                                              "source": null,
+                                              "children": []
+                                            }
+                                          ]
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "Shilluk",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": [
+                                        {
+                                          "name": "Shilluk",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "shk",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "Thuri",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": [
+                                        {
+                                          "name": "Thuri",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "thu",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "Unclassified",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": [
+                                        {
+                                          "name": "P\u00e4ri",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "lkr",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        }
+                                      ]
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+                                  ]
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+                                {
+                                  "name": "Southern",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": [
+                                    {
+                                      "name": "Adhola",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": [
+                                        {
+                                          "name": "Jopadhola",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "adh",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "Kuman",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": [
+                                        {
+                                          "name": "Kumam",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "kdi",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "Luo-Acholi",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": [
+                                        {
+                                          "name": "Alur-Acholi",
+                                          "iso_1_code": null,
+                                          "iso_3_code": null,
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": [
+                                            {
+                                              "name": "Thur",
+                                              "iso_1_code": null,
+                                              "iso_3_code": "lth",
+                                              "tokenizer": null,
+                                              "source": null,
+                                              "children": []
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+                                            {
+                                              "name": "Alur",
+                                              "iso_1_code": null,
+                                              "iso_3_code": null,
+                                              "tokenizer": null,
+                                              "source": null,
+                                              "children": [
+                                                {
+                                                  "name": "Alur",
+                                                  "iso_1_code": null,
+                                                  "iso_3_code": "alz",
+                                                  "tokenizer": null,
+                                                  "source": null,
+                                                  "children": []
+                                                }
+                                              ]
+                                            },
+                                            {
+                                              "name": "Lango-Acholi",
+                                              "iso_1_code": null,
+                                              "iso_3_code": null,
+                                              "tokenizer": null,
+                                              "source": null,
+                                              "children": [
+                                                {
+                                                  "name": "Acholi",
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+                                                  "iso_3_code": "ach",
+                                                  "tokenizer": null,
+                                                  "source": null,
+                                                  "children": []
+                                                },
+                                                {
+                                                  "name": "Lango",
+                                                  "iso_1_code": null,
+                                                  "iso_3_code": "laj",
+                                                  "tokenizer": null,
+                                                  "source": null,
+                                                  "children": []
+                                                }
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+                                          ]
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+                                        {
+                                          "name": "Luo",
+                                          "iso_1_code": null,
+                                          "iso_3_code": null,
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": [
+                                            {
+                                              "name": "Dholuo",
+                                              "iso_1_code": null,
+                                              "iso_3_code": "luo",
+                                              "tokenizer": null,
+                                              "source": null,
+                                              "children": []
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+                                          ]
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+                                      ]
+                                    }
+                                  ]
+                                }
+                              ]
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Surmic",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": null,
+                      "source": null,
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+                        {
+                          "name": "North",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": null,
+                          "source": null,
+                          "children": [
+                            {
+                              "name": "Majang",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": null,
+                              "source": null,
+                              "children": [
+                                {
+                                  "name": "Majang",
+                                  "iso_1_code": null,
+                                  "iso_3_code": "mpe",
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": []
+                                }
+                              ]
+                            }
+                          ]
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+                        {
+                          "name": "South",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": null,
+                          "source": null,
+                          "children": [
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+                              "name": "Southeast",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": null,
+                              "source": null,
+                              "children": [
+                                {
+                                  "name": "Kwegu",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": [
+                                    {
+                                      "name": "Kwegu",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "xwg",
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": []
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+                                  ]
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+                                {
+                                  "name": "Pastoral",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": [
+                                    {
+                                      "name": "Me\u2019en",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": [
+                                        {
+                                          "name": "Me\u2019en",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "mym",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
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+                                    {
+                                      "name": "Suri",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": [
+                                        {
+                                          "name": "Mursi",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "muz",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Suri, Tirmaga-Chai",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "suq",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        }
+                                      ]
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+                                  ]
+                                }
+                              ]
+                            },
+                            {
+                              "name": "Southwest",
+                              "iso_1_code": null,
+                              "iso_3_code": null,
+                              "tokenizer": null,
+                              "source": null,
+                              "children": [
+                                {
+                                  "name": "Didinga-Murle",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": [
+                                    {
+                                      "name": "Didinga-Longarim",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": [
+                                        {
+                                          "name": "Didinga",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "did",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        },
+                                        {
+                                          "name": "Laarim",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "loh",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "Murle",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": [
+                                        {
+                                          "name": "Murle",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "mur",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        }
+                                      ]
+                                    },
+                                    {
+                                      "name": "Tennet",
+                                      "iso_1_code": null,
+                                      "iso_3_code": null,
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": [
+                                        {
+                                          "name": "Tennet",
+                                          "iso_1_code": null,
+                                          "iso_3_code": "tex",
+                                          "tokenizer": null,
+                                          "source": null,
+                                          "children": []
+                                        }
+                                      ]
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+                                  ]
+                                },
+                                {
+                                  "name": "Kacipo-Balesi",
+                                  "iso_1_code": null,
+                                  "iso_3_code": null,
+                                  "tokenizer": null,
+                                  "source": null,
+                                  "children": [
+                                    {
+                                      "name": "Suri, Kacipo-Bale",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "koe",
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": []
+                                    }
+                                  ]
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+                              ]
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Temein",
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+                      "iso_3_code": null,
+                      "tokenizer": null,
+                      "source": null,
+                      "children": [
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+                          "name": "Tese",
+                          "iso_1_code": null,
+                          "iso_3_code": "keg",
+                          "tokenizer": null,
+                          "source": null,
+                          "children": []
+                        },
+                        {
+                          "name": "Temein",
+                          "iso_1_code": null,
+                          "iso_3_code": "teq",
+                          "tokenizer": null,
+                          "source": null,
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Kadugli-Krongo",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
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+              "children": [
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+                  "name": "Kanga",
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+                          "name": "Ndrulo",
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+                              "name": "Olu\u2019bo",
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+                              "name": "Ma\u2019di",
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+                              "tokenizer": null,
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+                              "name": "Ma\u2019di, Southern",
+                              "iso_1_code": null,
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+                              "tokenizer": null,
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+                          "name": "Bongo-Baka",
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+                              "name": "Baka",
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+                              "name": "Bongo",
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+                            {
+                              "name": "M\u00f6d\u00f6-Nyamusa",
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+                                  "tokenizer": null,
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+                                  "tokenizer": null,
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+                            {
+                              "name": "Morokodo-Mo\u2019da",
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+                                  "name": "Morokodo",
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+                              "name": "Fongoro",
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+                              "name": "Bagirmi",
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+                                  "name": "Bagirmi",
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+                                  "iso_3_code": "bmi",
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+                                  "name": "Berakou",
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+                                  "name": "Jaya",
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+                                  "name": "Kenga",
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+                                  "name": "Naba",
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+                                  "tokenizer": null,
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+                              "name": "Sara",
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+                                  "name": "Sara Proper",
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+                                  "tokenizer": null,
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+                                      "tokenizer": null,
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+                                      "name": "Dagba",
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+                                      "name": "Gor",
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+                                      "name": "Gulay",
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+                                      "name": "Horo",
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+                                      "name": "Kabba",
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+                                      "name": "Laka",
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+                                      "name": "Mango",
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+                                      "name": "Sar",
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+                                      "name": "Mbay",
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+                                      "name": "Ngam",
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+                                      "name": "Ngambay",
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+                                    {
+                                      "name": "Sara Kaba",
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+                                          "name": "Kaba D\u00e9m\u00e9, Sara",
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+                                          "iso_3_code": "kwg",
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+                                        {
+                                          "name": "Kaba Naa, Sara",
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+                                          "name": "Kulfa",
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+                                        {
+                                          "name": "Sara Kaba",
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+                                  "name": "Vale",
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+                                    {
+                                      "name": "Luto",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "ndy",
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": []
+                                    },
+                                    {
+                                      "name": "Vale",
+                                      "iso_1_code": null,
+                                      "iso_3_code": "vae",
+                                      "tokenizer": null,
+                                      "source": null,
+                                      "children": []
+                                    }
+                                  ]
+                                }
+                              ]
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Sinyar",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": null,
+                          "source": null,
+                          "children": [
+                            {
+                              "name": "Sinyar",
+                              "iso_1_code": null,
+                              "iso_3_code": "sys",
+                              "tokenizer": null,
+                              "source": null,
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Kresh",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": null,
+                      "source": null,
+                      "children": [
+                        {
+                          "name": "Aja",
+                          "iso_1_code": null,
+                          "iso_3_code": "aja",
+                          "tokenizer": null,
+                          "source": null,
+                          "children": []
+                        },
+                        {
+                          "name": "Gbaya",
+                          "iso_1_code": null,
+                          "iso_3_code": "krs",
+                          "tokenizer": null,
+                          "source": null,
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Fur",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Amdang",
+                  "iso_1_code": null,
+                  "iso_3_code": "amj",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Fur",
+                  "iso_1_code": null,
+                  "iso_3_code": "fvr",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Kunama",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Kunama",
+                  "iso_1_code": null,
+                  "iso_3_code": "kun",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Maban",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Karanga",
+                  "iso_1_code": null,
+                  "iso_3_code": "kth",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Kendeje",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Kendeje",
+                      "iso_1_code": null,
+                      "iso_3_code": "klf",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Maba",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Maba",
+                      "iso_1_code": null,
+                      "iso_3_code": "mde",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Marfa",
+                      "iso_1_code": null,
+                      "iso_3_code": "mvu",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Masalit",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Massalat",
+                      "iso_1_code": null,
+                      "iso_3_code": "mdg",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Masalit",
+                      "iso_1_code": null,
+                      "iso_3_code": "mls",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Runga-Kibet",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Kibet",
+                      "iso_1_code": null,
+                      "iso_3_code": "kie",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Runga",
+                      "iso_1_code": null,
+                      "iso_3_code": "rou",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Surbakhal",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Surbakhal",
+                      "iso_1_code": null,
+                      "iso_3_code": "sbj",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Songhai",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Korandje",
+          "iso_1_code": null,
+          "iso_3_code": "kcy",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Northern",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Tadaksahak",
+              "iso_1_code": null,
+              "iso_3_code": "dsq",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tasawaq",
+              "iso_1_code": null,
+              "iso_3_code": "twq",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Southern",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Dendi",
+              "iso_1_code": null,
+              "iso_3_code": "ddn",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Zarma",
+              "iso_1_code": null,
+              "iso_3_code": "dje",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Songhay, Humburi Senni",
+              "iso_1_code": null,
+              "iso_3_code": "hmb",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Songhay, Koyra Chiini",
+              "iso_1_code": null,
+              "iso_3_code": "khq",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Songhay, Koyraboro Senni",
+              "iso_1_code": null,
+              "iso_3_code": "ses",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tondi Songway Kiini",
+              "iso_1_code": null,
+              "iso_3_code": "tst",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Nimboran.json b/data/Nimboran.json
new file mode 100644
index 0000000000000000000000000000000000000000..d43f876f1eb05daaef15d7a5c41e4e61df843985
--- /dev/null
+++ b/data/Nimboran.json
@@ -0,0 +1,49 @@
+{
+  "name": "Nimboran",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Gresi",
+      "iso_1_code": null,
+      "iso_3_code": "grs",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Mlap",
+      "iso_1_code": null,
+      "iso_3_code": "kja",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Kemtuik",
+      "iso_1_code": null,
+      "iso_3_code": "kmt",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Mekwei",
+      "iso_1_code": null,
+      "iso_3_code": "msf",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Nimboran",
+      "iso_1_code": null,
+      "iso_3_code": "nir",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/North Bougainville.json b/data/North Bougainville.json
new file mode 100644
index 0000000000000000000000000000000000000000..541252e6e7f47b59f1e3820245152b8f070be05d
--- /dev/null
+++ b/data/North Bougainville.json	
@@ -0,0 +1,68 @@
+{
+  "name": "North Bougainville",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Keriaka",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Ramopa",
+          "iso_1_code": null,
+          "iso_3_code": "kjx",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Konua",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Rapoisi",
+          "iso_1_code": null,
+          "iso_3_code": "kyx",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Rotokas",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Askopan",
+          "iso_1_code": null,
+          "iso_3_code": "eiv",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Rotokas",
+          "iso_1_code": null,
+          "iso_3_code": "roo",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Otomanguean.json b/data/Otomanguean.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b3a151b4a485e28de6bd3891171cb717c5f36ed
--- /dev/null
+++ b/data/Otomanguean.json
@@ -0,0 +1,1675 @@
+{
+  "name": "Otomanguean",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Eastern Otomanguean",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Amuzgo-Mixtecan",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Amuzgo",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Amuzgo, Guerrero",
+                  "iso_1_code": null,
+                  "iso_3_code": "amu",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Amuzgo, San Pedro Amuzgos",
+                  "iso_1_code": null,
+                  "iso_3_code": "azg",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Amuzgo, Ipalapa",
+                  "iso_1_code": null,
+                  "iso_3_code": "azm",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Mixtecan",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Cuicatec",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Cuicatec, Teutila",
+                      "iso_1_code": null,
+                      "iso_3_code": "cut",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Cuicatec, Tepeuxila",
+                      "iso_1_code": null,
+                      "iso_3_code": "cux",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Mixtec",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Mixtec, Western Juxtlahuaca",
+                      "iso_1_code": null,
+                      "iso_3_code": "jmx",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Yutanduchi",
+                      "iso_1_code": null,
+                      "iso_3_code": "mab",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Amoltepec",
+                      "iso_1_code": null,
+                      "iso_3_code": "mbz",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Itundujia",
+                      "iso_1_code": null,
+                      "iso_3_code": "mce",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Santa Luc\u00eda Monteverde",
+                      "iso_1_code": null,
+                      "iso_3_code": "mdv",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Southwestern Tlaxiaco",
+                      "iso_1_code": null,
+                      "iso_3_code": "meh",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Atatlahuca",
+                      "iso_1_code": null,
+                      "iso_3_code": "mib",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Ocotepec",
+                      "iso_1_code": null,
+                      "iso_3_code": "mie",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, San Miguel el Grande",
+                      "iso_1_code": null,
+                      "iso_3_code": "mig",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Chayuco",
+                      "iso_1_code": null,
+                      "iso_3_code": "mih",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Chigmecatitl\u00e1n",
+                      "iso_1_code": null,
+                      "iso_3_code": "mii",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Pe\u00f1oles",
+                      "iso_1_code": null,
+                      "iso_3_code": "mil",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Alacatlatzala",
+                      "iso_1_code": null,
+                      "iso_3_code": "mim",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Pinotepa Nacional",
+                      "iso_1_code": null,
+                      "iso_3_code": "mio",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Apasco-Apoala",
+                      "iso_1_code": null,
+                      "iso_3_code": "mip",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Southern Puebla",
+                      "iso_1_code": null,
+                      "iso_3_code": "mit",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Cacaloxtepec",
+                      "iso_1_code": null,
+                      "iso_3_code": "miu",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Mixtepec",
+                      "iso_1_code": null,
+                      "iso_3_code": "mix",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Ayutla",
+                      "iso_1_code": null,
+                      "iso_3_code": "miy",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Coatzospan",
+                      "iso_1_code": null,
+                      "iso_3_code": "miz",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, San Juan Colorado",
+                      "iso_1_code": null,
+                      "iso_3_code": "mjc",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Silacayoapan",
+                      "iso_1_code": null,
+                      "iso_3_code": "mks",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Yosond\u00faa",
+                      "iso_1_code": null,
+                      "iso_3_code": "mpm",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Tlazoyaltepec",
+                      "iso_1_code": null,
+                      "iso_3_code": "mqh",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Tututepec",
+                      "iso_1_code": null,
+                      "iso_3_code": "mtu",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Tida\u00e1",
+                      "iso_1_code": null,
+                      "iso_3_code": "mtx",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Yucua\u00f1e",
+                      "iso_1_code": null,
+                      "iso_3_code": "mvg",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Northwest Oaxaca",
+                      "iso_1_code": null,
+                      "iso_3_code": "mxa",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Tezoatl\u00e1n",
+                      "iso_1_code": null,
+                      "iso_3_code": "mxb",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Huitepec",
+                      "iso_1_code": null,
+                      "iso_3_code": "mxs",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Jamiltepec",
+                      "iso_1_code": null,
+                      "iso_3_code": "mxt",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mixtec, Metlat\u00f3noc",
+                      "iso_1_code": null,
+                      "iso_3_code": "mxv",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
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+                      "name": "Mixtec, Diuxi-Tilantongo",
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+                      "name": "Mixtec, San Juan Teita",
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+                      "name": "Mixtec, Magdalena Pe\u00f1asco",
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+                      "name": "Mixtec, Yolox\u00f3chitl",
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+                  "name": "Trique",
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+                      "name": "Triqui, San Mart\u00edn Itunyoso",
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+                      "name": "Zapotec, Miahuatl\u00e1n",
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+                      "name": "Zapotec, Alo\u00e1pam",
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+                      "name": "Zapotec, Rinc\u00f3n",
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+                    {
+                      "name": "Zapotec, Santo Domingo Albarradas",
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+                    {
+                      "name": "Zapotec, Tabaa",
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+                    {
+                      "name": "Zapotec, Yatzachi",
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+                      "name": "Zapotec, Mitla",
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+                    {
+                      "name": "Zapotec, Xadani",
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+                      "name": "Zapotec, Coatecas Altas",
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+                    {
+                      "name": "Zapotec, Las Delicias",
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+                      "source": null,
+                      "children": []
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+                      "name": "Zapotec, Asunci\u00f3n Mixtepec",
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+                      "children": []
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+                      "name": "Zapotec, Lachiguiri",
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+                      "name": "Zapotec, Yautepec",
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+                      "name": "Zapotec, Choapan",
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+                      "source": null,
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+                      "name": "Zapotec, Southeastern Ixtl\u00e1n",
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+                      "name": "Zapotec, Petapa",
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+                      "name": "Zapotec, San Pedro Quiatoni",
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+                      "tokenizer": null,
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+                      "name": "Zapotec, Guevea de Humboldt",
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+                      "name": "Zapotec, Totomachapan",
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+                    {
+                      "name": "Zapotec, Santa Mar\u00eda Quiegolani",
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+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
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+                    {
+                      "name": "Zapotec, Quiavicuzas",
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+                      "name": "Zapotec, Tlacolulita",
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+                      "source": null,
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+                    {
+                      "name": "Zapotec, Lachix\u00edo",
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+                      "tokenizer": null,
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+                    {
+                      "name": "Zapotec, Mixtepec",
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+                    {
+                      "name": "Zapotec, Santa In\u00e9s Yatzechi",
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+                    {
+                      "name": "Zapotec, Amatl\u00e1n",
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+                      "tokenizer": null,
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+                      "children": []
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+                    {
+                      "name": "Zapotec, El Alto",
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+                    {
+                      "name": "Zapotec, Zoogocho",
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+                      "children": []
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+                    {
+                      "name": "Zapotec, Santiago Xanica",
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+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
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+                    {
+                      "name": "Zapotec, Coatl\u00e1n",
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+                      "tokenizer": null,
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+                      "children": []
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+                    {
+                      "name": "Zapotec, San Vicente Coatl\u00e1n",
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+                      "children": []
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+                      "name": "Zapotec, Yal\u00e1lag",
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+                      "iso_3_code": "zpu",
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+                    {
+                      "name": "Zapotec, Chichicapan",
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+                      "children": []
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+                      "name": "Zapotec, Zaniza",
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+                      "source": null,
+                      "children": []
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+                    {
+                      "name": "Zapotec, San Baltazar Loxicha",
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+                      "tokenizer": null,
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+                    },
+                    {
+                      "name": "Zapotec, Mazaltepec",
+                      "iso_1_code": null,
+                      "iso_3_code": "zpy",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Zapotec, Texmelucan",
+                      "iso_1_code": null,
+                      "iso_3_code": "zpz",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Zapotec, Southern Rincon",
+                      "iso_1_code": null,
+                      "iso_3_code": "zsr",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Zapotec, Elotepec",
+                      "iso_1_code": null,
+                      "iso_3_code": "zte",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Zapotec, Xanagu\u00eda",
+                      "iso_1_code": null,
+                      "iso_3_code": "ztg",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Zapotec, Lapagu\u00eda-Guivini",
+                      "iso_1_code": null,
+                      "iso_3_code": "ztl",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Zapotec, San Agust\u00edn Mixtepec",
+                      "iso_1_code": null,
+                      "iso_3_code": "ztm",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Zapotec, Santa Catarina Albarradas",
+                      "iso_1_code": null,
+                      "iso_3_code": "ztn",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Zapotec, Loxicha",
+                      "iso_1_code": null,
+                      "iso_3_code": "ztp",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Zapotec, Quioquitani-Quier\u00ed",
+                      "iso_1_code": null,
+                      "iso_3_code": "ztq",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Zapotec, Tilquiapan",
+                      "iso_1_code": null,
+                      "iso_3_code": "zts",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Zapotec, Tejalapan",
+                      "iso_1_code": null,
+                      "iso_3_code": "ztt",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Zapotec, G\u00fcil\u00e1",
+                      "iso_1_code": null,
+                      "iso_3_code": "ztu",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Zapotec, Zaachila",
+                      "iso_1_code": null,
+                      "iso_3_code": "ztx",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Zapotec, Yatee",
+                      "iso_1_code": null,
+                      "iso_3_code": "zty",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Western Otomanguean",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Oto-Pame-Chinantecan",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Chinantecan",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Chinantec, Comaltepec",
+                  "iso_1_code": null,
+                  "iso_3_code": "cco",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Chinantec, Ojitl\u00e1n",
+                  "iso_1_code": null,
+                  "iso_3_code": "chj",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Chinantec, Quiotepec",
+                  "iso_1_code": null,
+                  "iso_3_code": "chq",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Chinantec, Ozumac\u00edn",
+                  "iso_1_code": null,
+                  "iso_3_code": "chz",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Chinantec, Lealao",
+                  "iso_1_code": null,
+                  "iso_3_code": "cle",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Chinantec, Lalana",
+                  "iso_1_code": null,
+                  "iso_3_code": "cnl",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Chinantec, Tepetotutla",
+                  "iso_1_code": null,
+                  "iso_3_code": "cnt",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Chinantec, Palantla",
+                  "iso_1_code": null,
+                  "iso_3_code": "cpa",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Chinantec, Chiltepec",
+                  "iso_1_code": null,
+                  "iso_3_code": "csa",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Chinantec, Sochiapam",
+                  "iso_1_code": null,
+                  "iso_3_code": "cso",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Chinantec, Tepinapa",
+                  "iso_1_code": null,
+                  "iso_3_code": "cte",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Chinantec, Tlacoatzintepec",
+                  "iso_1_code": null,
+                  "iso_3_code": "ctl",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Chinantec, Usila",
+                  "iso_1_code": null,
+                  "iso_3_code": "cuc",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Chinantec, Valle Nacional",
+                  "iso_1_code": null,
+                  "iso_3_code": "cvn",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Oto-Pamean",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Chichimeco-Jonaz",
+                  "iso_1_code": null,
+                  "iso_3_code": "pei",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Matlatzinca-Ocuilteco",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Matlatzinca, San Francisco",
+                      "iso_1_code": null,
+                      "iso_3_code": "mat",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Matlatzinca, Atzingo",
+                      "iso_1_code": null,
+                      "iso_3_code": "ocu",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Mazahua",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Mazahua, Central",
+                      "iso_1_code": null,
+                      "iso_3_code": "maz",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Mazahua, Michoac\u00e1n",
+                      "iso_1_code": null,
+                      "iso_3_code": "mmc",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Otomi",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Otomi, Mezquital",
+                      "iso_1_code": null,
+                      "iso_3_code": "ote",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Otomi, Tilapa",
+                      "iso_1_code": null,
+                      "iso_3_code": "otl",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Otomi, Eastern Highland",
+                      "iso_1_code": null,
+                      "iso_3_code": "otm",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Otomi, Tenango",
+                      "iso_1_code": null,
+                      "iso_3_code": "otn",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Otomi, Quer\u00e9taro",
+                      "iso_1_code": null,
+                      "iso_3_code": "otq",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Otom\u00ed, Estado de M\u00e9xico",
+                      "iso_1_code": null,
+                      "iso_3_code": "ots",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Otomi, Temoaya",
+                      "iso_1_code": null,
+                      "iso_3_code": "ott",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Otomi, Texcatepec",
+                      "iso_1_code": null,
+                      "iso_3_code": "otx",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Otomi, Ixtenco",
+                      "iso_1_code": null,
+                      "iso_3_code": "otz",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Pame",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Pame, Central",
+                      "iso_1_code": null,
+                      "iso_3_code": "pbs",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Pame, Northern",
+                      "iso_1_code": null,
+                      "iso_3_code": "pmq",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Pame, Southern",
+                      "iso_1_code": null,
+                      "iso_3_code": "pmz",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Tlapanec-Manguean",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Manguean",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Chiapanec",
+                  "iso_1_code": null,
+                  "iso_3_code": "cip",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Tlapanec-Subtiaba",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Subtiaba",
+                  "iso_1_code": null,
+                  "iso_3_code": "sut",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Tlapanec",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Me\u2019phaa, Malinaltepec",
+                      "iso_1_code": null,
+                      "iso_3_code": "tcf",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Me\u2019phaa, Azoy\u00fa",
+                      "iso_1_code": null,
+                      "iso_3_code": "tpc",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Me\u2019phaa, Tlacoapa",
+                      "iso_1_code": null,
+                      "iso_3_code": "tpl",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Me\u2019phaa, Acatepec",
+                      "iso_1_code": null,
+                      "iso_3_code": "tpx",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Paezan.json b/data/Paezan.json
new file mode 100644
index 0000000000000000000000000000000000000000..93617992a459667927fed909b525f90df9683f56
--- /dev/null
+++ b/data/Paezan.json
@@ -0,0 +1,75 @@
+{
+  "name": "Paezan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Andaqui",
+      "iso_1_code": null,
+      "iso_3_code": "ana",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Coconuco",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Anserma",
+          "iso_1_code": null,
+          "iso_3_code": "ans",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Caramanta",
+          "iso_1_code": null,
+          "iso_3_code": "crf",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Misak",
+          "iso_1_code": null,
+          "iso_3_code": "gum",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Totoro",
+          "iso_1_code": null,
+          "iso_3_code": "ttk",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Paezan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Nasa",
+          "iso_1_code": null,
+          "iso_3_code": "pbb",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Palaihnihan.json b/data/Palaihnihan.json
new file mode 100644
index 0000000000000000000000000000000000000000..e7ca8d1aacf3ddd17f32719ea088a3a2c8a5fa26
--- /dev/null
+++ b/data/Palaihnihan.json
@@ -0,0 +1,25 @@
+{
+  "name": "Palaihnihan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Achumawi",
+      "iso_1_code": null,
+      "iso_3_code": "acv",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Atsugewi",
+      "iso_1_code": null,
+      "iso_3_code": "atw",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Panoan.json b/data/Panoan.json
new file mode 100644
index 0000000000000000000000000000000000000000..f689eb1b4c1d9865452617792268b2d0bbdd205e
--- /dev/null
+++ b/data/Panoan.json
@@ -0,0 +1,315 @@
+{
+  "name": "Panoan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Kaxarar\u00ed",
+      "iso_1_code": null,
+      "iso_3_code": "ktx",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Pisabo",
+      "iso_1_code": null,
+      "iso_3_code": "pig",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Sensi",
+      "iso_1_code": null,
+      "iso_3_code": "sni",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Kulina Pano",
+      "iso_1_code": null,
+      "iso_3_code": "xpk",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Bolivian Panoan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Pacahuara",
+          "iso_1_code": null,
+          "iso_3_code": "pcp",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Ch\u00e1kobo",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Ch\u00e1cobo",
+              "iso_1_code": null,
+              "iso_3_code": "cao",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Mainline",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Poyan\u00e1wa",
+          "iso_1_code": null,
+          "iso_3_code": "pyn",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Tuxin\u00e1wa",
+          "iso_1_code": null,
+          "iso_3_code": "tux",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Cashibo",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Kakataibo-Kashibo",
+              "iso_1_code": null,
+              "iso_3_code": "cbr",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Pano",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Panobo",
+              "iso_1_code": null,
+              "iso_3_code": "pno",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Shipibo",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Capanahua",
+              "iso_1_code": null,
+              "iso_3_code": "kaq",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Katuk\u00edna, Panoan",
+              "iso_1_code": null,
+              "iso_3_code": "knt",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Marubo",
+              "iso_1_code": null,
+              "iso_3_code": "mzr",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Remo",
+              "iso_1_code": null,
+              "iso_3_code": "rem",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Shipibo-Conibo",
+              "iso_1_code": null,
+              "iso_3_code": "shp",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Tri-State",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Kashinawa",
+              "iso_1_code": null,
+              "iso_3_code": "cbs",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Sharanahua",
+              "iso_1_code": null,
+              "iso_3_code": "mcd",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Yaminahua",
+              "iso_1_code": null,
+              "iso_3_code": "yaa",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Yawanawa",
+              "iso_1_code": null,
+              "iso_3_code": "ywn",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Amawaka",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Amahuaca",
+                  "iso_1_code": null,
+                  "iso_3_code": "amc",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Isconahua",
+                  "iso_1_code": null,
+                  "iso_3_code": "isc",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Unclassified",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Atsahuaca",
+              "iso_1_code": null,
+              "iso_3_code": "atc",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Yora",
+              "iso_1_code": null,
+              "iso_3_code": "mts",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Nukuini",
+              "iso_1_code": null,
+              "iso_3_code": "nuc",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Mayoruna-Mats\u00e9s",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Matses",
+          "iso_1_code": null,
+          "iso_3_code": "mcf",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Mat\u00eds",
+          "iso_1_code": null,
+          "iso_3_code": "mpq",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Korubo",
+          "iso_1_code": null,
+          "iso_3_code": "xor",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Pauwasi.json b/data/Pauwasi.json
new file mode 100644
index 0000000000000000000000000000000000000000..c517748463aa9853352ecd4f1247613b9d5d0125
--- /dev/null
+++ b/data/Pauwasi.json
@@ -0,0 +1,67 @@
+{
+  "name": "Pauwasi",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Eastern",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Emem",
+          "iso_1_code": null,
+          "iso_3_code": "enr",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Zorop",
+          "iso_1_code": null,
+          "iso_3_code": "wfg",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Karkar-Yuri",
+          "iso_1_code": null,
+          "iso_3_code": "yuj",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Western",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Tebi",
+          "iso_1_code": null,
+          "iso_3_code": "dmu",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Towei",
+          "iso_1_code": null,
+          "iso_3_code": "ttn",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Piawi.json b/data/Piawi.json
new file mode 100644
index 0000000000000000000000000000000000000000..2bbe5fc63831a87c9bc2c9a077ed59f15100198a
--- /dev/null
+++ b/data/Piawi.json
@@ -0,0 +1,25 @@
+{
+  "name": "Piawi",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Pinai-Hagahai",
+      "iso_1_code": null,
+      "iso_3_code": "pnn",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Haruai",
+      "iso_1_code": null,
+      "iso_3_code": "tmd",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Pidgin.json b/data/Pidgin.json
new file mode 100644
index 0000000000000000000000000000000000000000..07a249188a5357e96077e7c64724300cb22e8b57
--- /dev/null
+++ b/data/Pidgin.json
@@ -0,0 +1,271 @@
+{
+  "name": "Pidgin",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Mobilian",
+      "iso_1_code": null,
+      "iso_3_code": "mod",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Ndyuka-Trio Pidgin",
+      "iso_1_code": null,
+      "iso_3_code": "njt",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Amerindian",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Chinook Wawa",
+          "iso_1_code": null,
+          "iso_3_code": "chn",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Delaware, Pidgin",
+          "iso_1_code": null,
+          "iso_3_code": "dep",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Assamese based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Nefamese",
+          "iso_1_code": null,
+          "iso_3_code": "nef",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "English based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Atlantic",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Liberian English",
+              "iso_1_code": null,
+              "iso_3_code": "lir",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Pacific",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Chinese Pidgin English",
+              "iso_1_code": null,
+              "iso_3_code": "cpi",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "French based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Tay Boi",
+          "iso_1_code": null,
+          "iso_3_code": "tas",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Hausa based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Barikanchi",
+          "iso_1_code": null,
+          "iso_3_code": "bxo",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Gibanawa",
+          "iso_1_code": null,
+          "iso_3_code": "gib",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Iha based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Iha Based Pidgin",
+          "iso_1_code": null,
+          "iso_3_code": "ihb",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Malay based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Broome Pearling Lugger Pidgin",
+          "iso_1_code": null,
+          "iso_3_code": "bpl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Motu based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Motu, Hiri",
+          "iso_1_code": "ho",
+          "iso_3_code": "hmo",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Onin based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Onin Based Pidgin",
+          "iso_1_code": null,
+          "iso_3_code": "onx",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Romance based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Lingua Franca",
+          "iso_1_code": null,
+          "iso_3_code": "pml",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Swahili based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Settla",
+          "iso_1_code": null,
+          "iso_3_code": "sta",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Zulu based",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Pidgin Bantu",
+          "iso_1_code": null,
+          "iso_3_code": "fng",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Pomoan.json b/data/Pomoan.json
new file mode 100644
index 0000000000000000000000000000000000000000..7ff407d77fae7472ce9f59bf6ced49ab4a99fbc1
--- /dev/null
+++ b/data/Pomoan.json
@@ -0,0 +1,83 @@
+{
+  "name": "Pomoan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Pomo, Eastern",
+      "iso_1_code": null,
+      "iso_3_code": "peb",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Pomo, Northeastern",
+      "iso_1_code": null,
+      "iso_3_code": "pef",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Pomo, Southeastern",
+      "iso_1_code": null,
+      "iso_3_code": "pom",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Western",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Pomo, Northern",
+          "iso_1_code": null,
+          "iso_3_code": "pej",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Southern",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Kashaya",
+              "iso_1_code": null,
+              "iso_3_code": "kju",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Pomo, Southern",
+              "iso_1_code": null,
+              "iso_3_code": "peq",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Pomo, Central",
+              "iso_1_code": null,
+              "iso_3_code": "poo",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Puinavean.json b/data/Puinavean.json
new file mode 100644
index 0000000000000000000000000000000000000000..400c6ddf41a786a69e4d182590b947cfd9af5fa1
--- /dev/null
+++ b/data/Puinavean.json
@@ -0,0 +1,92 @@
+{
+  "name": "Puinavean",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "D\u00e2w",
+      "iso_1_code": null,
+      "iso_3_code": "kwa",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Puinave",
+      "iso_1_code": null,
+      "iso_3_code": "pui",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Cacua",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Cacua",
+          "iso_1_code": null,
+          "iso_3_code": "cbv",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Nukak Mak\u00fa",
+          "iso_1_code": null,
+          "iso_3_code": "mbr",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Hupda",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Hupd\u00eb",
+          "iso_1_code": null,
+          "iso_3_code": "jup",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Yuhup",
+          "iso_1_code": null,
+          "iso_3_code": "yab",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Kaburi",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Nad\u00ebb",
+          "iso_1_code": null,
+          "iso_3_code": "mbj",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Purian.json b/data/Purian.json
new file mode 100644
index 0000000000000000000000000000000000000000..10e9c373848bd5bb0426515a39f84b83371b1099
--- /dev/null
+++ b/data/Purian.json
@@ -0,0 +1,25 @@
+{
+  "name": "Purian",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Puri",
+      "iso_1_code": null,
+      "iso_3_code": "prr",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Korop\u00f3",
+      "iso_1_code": null,
+      "iso_3_code": "xxr",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Quechuan.json b/data/Quechuan.json
new file mode 100644
index 0000000000000000000000000000000000000000..9b0461467483d32f6858794b8e2dc8ecab8c20be
--- /dev/null
+++ b/data/Quechuan.json
@@ -0,0 +1,487 @@
+{
+  "name": "Quechuan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Central Quechua",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Quechua, Pacaraos",
+          "iso_1_code": "qu",
+          "iso_3_code": "qvp",
+          "tokenizer": null,
+          "source": "macrolanguage",
+          "children": []
+        },
+        {
+          "name": "Ap-am-ah",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Quechua, Huallaga",
+              "iso_1_code": "qu",
+              "iso_3_code": "qub",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Quechua, Ambo-Pasco",
+              "iso_1_code": "qu",
+              "iso_3_code": "qva",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Quechua, Panao",
+              "iso_1_code": "qu",
+              "iso_3_code": "qxh",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Alto Mara\u00f1\u00f3n",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Quechua, Huamal\u00edes-Dos de Mayo",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "qvh",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Quechua, Margos-Yarowilca-Lauricocha",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "qvm",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Alto Pativilca",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Quechua, Cajatambo North Lima",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "qvl",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Quechua, Chiqui\u00e1n",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "qxa",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Wankay",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Quechua, Chaupihuaranga",
+              "iso_1_code": "qu",
+              "iso_3_code": "qur",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Quechua, Yauyos",
+              "iso_1_code": "qu",
+              "iso_3_code": "qux",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Quechua, North Jun\u00edn",
+              "iso_1_code": "qu",
+              "iso_3_code": "qvn",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Quechua, Huaylla Wanca",
+              "iso_1_code": "qu",
+              "iso_3_code": "qvw",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Quechua, Chincha",
+              "iso_1_code": "qu",
+              "iso_3_code": "qxc",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Quechua, Santa Ana de Tusi Pasco",
+              "iso_1_code": "qu",
+              "iso_3_code": "qxt",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Quechua, Jauja Wanca",
+              "iso_1_code": "qu",
+              "iso_3_code": "qxw",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Waylay",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Quechua, Corongo Ancash",
+              "iso_1_code": "qu",
+              "iso_3_code": "qwa",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Quechua, Huaylas Ancash",
+              "iso_1_code": "qu",
+              "iso_3_code": "qwh",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Quechua, Sihuas Ancash",
+              "iso_1_code": "qu",
+              "iso_3_code": "qws",
+              "tokenizer": null,
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Conchucos",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Quechua, Northern Conchucos",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "qxn",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Quechua, Southern Conchucos",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "qxo",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Peripheral Quechua",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Chinchay",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Northern Chinchay",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Inga",
+                  "iso_1_code": null,
+                  "iso_3_code": "inb",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Inga, Jungle",
+                  "iso_1_code": null,
+                  "iso_3_code": "inj",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Quichua, Calder\u00f3n Highland",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "qud",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Quichua, Chimborazo Highland",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "qug",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Quechua, Chachapoyas",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "quk",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Quechua, Southern Pastaza",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "qup",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Quichua, Tena Lowland",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "quw",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Quichua, Imbabura Highland",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "qvi",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Quichua, Loja Highland",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "qvj",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Quichua, Napo",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "qvo",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Quechua, San Mart\u00edn",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "qvs",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Quichua, Northern Pastaza",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "qvz",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Quichua, Salasaca Highland",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "qxl",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Quichua, Ca\u00f1ar Highland",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "qxr",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Southern Chinchay",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Quechua, South Bolivian",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "quh",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Quechua, North Bolivian",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "qul",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Quichua, Santiago del Estero",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "qus",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Southern Peruvian Quechua",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Quechua, Ayacucho",
+                      "iso_1_code": "qu",
+                      "iso_3_code": "quy",
+                      "tokenizer": null,
+                      "source": "macrolanguage",
+                      "children": []
+                    },
+                    {
+                      "name": "Quechua, Cusco",
+                      "iso_1_code": "qu",
+                      "iso_3_code": "quz",
+                      "tokenizer": null,
+                      "source": "macrolanguage",
+                      "children": []
+                    },
+                    {
+                      "name": "Quechua, Eastern Apur\u00edmac",
+                      "iso_1_code": "qu",
+                      "iso_3_code": "qve",
+                      "tokenizer": null,
+                      "source": "macrolanguage",
+                      "children": []
+                    },
+                    {
+                      "name": "Quechua, Puno",
+                      "iso_1_code": "qu",
+                      "iso_3_code": "qxp",
+                      "tokenizer": null,
+                      "source": "macrolanguage",
+                      "children": []
+                    },
+                    {
+                      "name": "Quechua, Arequipa-La Uni\u00f3n",
+                      "iso_1_code": "qu",
+                      "iso_3_code": "qxu",
+                      "tokenizer": null,
+                      "source": "macrolanguage",
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Yungay",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Northern",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Quechua, Lambayeque",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "quf",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Quechua, Cajamarca",
+                  "iso_1_code": "qu",
+                  "iso_3_code": "qvc",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Ramu-Lower Sepik.json b/data/Ramu-Lower Sepik.json
new file mode 100644
index 0000000000000000000000000000000000000000..d158553558149050cdabc168bf274eadf1436a50
--- /dev/null
+++ b/data/Ramu-Lower Sepik.json	
@@ -0,0 +1,409 @@
+{
+  "name": "Ramu-Lower Sepik",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Kambot",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Ap Ma",
+          "iso_1_code": null,
+          "iso_3_code": "kbx",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Lower Sepik",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Angoram",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Angoram",
+              "iso_1_code": null,
+              "iso_3_code": "aog",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Chambri",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Chambri",
+              "iso_1_code": null,
+              "iso_3_code": "can",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Karawari",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Karawari",
+              "iso_1_code": null,
+              "iso_3_code": "tzx",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Yimas",
+              "iso_1_code": null,
+              "iso_3_code": "yee",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Nor",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Murik",
+              "iso_1_code": null,
+              "iso_3_code": "mtf",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kopar",
+              "iso_1_code": null,
+              "iso_3_code": "xop",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Ramu",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Grass",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Abu",
+              "iso_1_code": null,
+              "iso_3_code": "ado",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Ambakich",
+              "iso_1_code": null,
+              "iso_3_code": "aew",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Waran",
+              "iso_1_code": null,
+              "iso_3_code": "byz",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Gorovu",
+              "iso_1_code": null,
+              "iso_3_code": "grq",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Middle Ramu",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Aiome",
+              "iso_1_code": null,
+              "iso_3_code": "aki",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Anor",
+              "iso_1_code": null,
+              "iso_3_code": "anj",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Rao",
+              "iso_1_code": null,
+              "iso_3_code": "rao",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Mikarew",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Kire",
+              "iso_1_code": null,
+              "iso_3_code": "geb",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Aruamu",
+              "iso_1_code": null,
+              "iso_3_code": "msy",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Akukem",
+              "iso_1_code": null,
+              "iso_3_code": "spm",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Ottilien",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Borei",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Mbore",
+                  "iso_1_code": null,
+                  "iso_3_code": "gai",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Bosmun-Awar",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Awar",
+                  "iso_1_code": null,
+                  "iso_3_code": "aya",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Bosmun",
+                  "iso_1_code": null,
+                  "iso_3_code": "bqs",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Watam",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Kayan",
+                  "iso_1_code": null,
+                  "iso_3_code": "kct",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Marangis",
+                  "iso_1_code": null,
+                  "iso_3_code": "wax",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Tamolan",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Chini",
+              "iso_1_code": null,
+              "iso_3_code": "afi",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Breri",
+              "iso_1_code": null,
+              "iso_3_code": "brq",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Igana",
+              "iso_1_code": null,
+              "iso_3_code": "igg",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Inapang",
+              "iso_1_code": null,
+              "iso_3_code": "mzu",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Romkun",
+              "iso_1_code": null,
+              "iso_3_code": "rmk",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kominimung",
+              "iso_1_code": null,
+              "iso_3_code": "xoi",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Tanggu",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Andarum",
+              "iso_1_code": null,
+              "iso_3_code": "aod",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kanggape",
+              "iso_1_code": null,
+              "iso_3_code": "igm",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tanguat",
+              "iso_1_code": null,
+              "iso_3_code": "tbs",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tanggu",
+              "iso_1_code": null,
+              "iso_3_code": "tgu",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Sahaptian.json b/data/Sahaptian.json
new file mode 100644
index 0000000000000000000000000000000000000000..07198b3c06284df309218dc9473f7250033a25a8
--- /dev/null
+++ b/data/Sahaptian.json
@@ -0,0 +1,58 @@
+{
+  "name": "Sahaptian",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Nez Perce",
+      "iso_1_code": null,
+      "iso_3_code": "nez",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Sahaptin",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Tenino",
+          "iso_1_code": null,
+          "iso_3_code": "tqn",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Umatilla",
+          "iso_1_code": null,
+          "iso_3_code": "uma",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Walla Walla",
+          "iso_1_code": null,
+          "iso_3_code": "waa",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Yakama",
+          "iso_1_code": null,
+          "iso_3_code": "yak",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Salish.json b/data/Salish.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e4fc9934f445693ac6a60b5e0f30109120401da
--- /dev/null
+++ b/data/Salish.json
@@ -0,0 +1,306 @@
+{
+  "name": "Salish",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Bella Coola",
+      "iso_1_code": null,
+      "iso_3_code": "blc",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Tillamook",
+      "iso_1_code": null,
+      "iso_3_code": "til",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Central Salish",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Clallam",
+          "iso_1_code": null,
+          "iso_3_code": "clm",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Comox",
+          "iso_1_code": null,
+          "iso_3_code": "coo",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Halkomelem",
+          "iso_1_code": null,
+          "iso_3_code": "hur",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Nooksack",
+          "iso_1_code": null,
+          "iso_3_code": "nok",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Pentlatch",
+          "iso_1_code": null,
+          "iso_3_code": "ptw",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Sechelt",
+          "iso_1_code": null,
+          "iso_3_code": "sec",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Squamish",
+          "iso_1_code": null,
+          "iso_3_code": "squ",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Northern Straits Salish",
+          "iso_1_code": null,
+          "iso_3_code": "str",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Twana",
+          "iso_1_code": null,
+          "iso_3_code": "twa",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Lushootseed",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Lushootseed",
+              "iso_1_code": null,
+              "iso_3_code": "lut",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Skagit",
+              "iso_1_code": null,
+              "iso_3_code": "ska",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Southern Lushootseed",
+              "iso_1_code": null,
+              "iso_3_code": "slh",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Snohomish",
+              "iso_1_code": null,
+              "iso_3_code": "sno",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Interior",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Lillooet",
+          "iso_1_code": null,
+          "iso_3_code": "lil",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Shuswap",
+          "iso_1_code": null,
+          "iso_3_code": "shs",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Northern",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Thompson",
+              "iso_1_code": null,
+              "iso_3_code": "thp",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Southern",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Columbia-Wenatchi",
+              "iso_1_code": null,
+              "iso_3_code": "col",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Coeur d\u2019Alene",
+              "iso_1_code": null,
+              "iso_3_code": "crd",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Okanagan",
+              "iso_1_code": null,
+              "iso_3_code": "oka",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kalispel",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Kalispel-Pend d\u2019Oreille",
+                  "iso_1_code": null,
+                  "iso_3_code": "fla",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Spokane",
+                  "iso_1_code": null,
+                  "iso_3_code": "spo",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Tsamosan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Inland",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Chehalis, Upper",
+              "iso_1_code": null,
+              "iso_3_code": "cjh",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Cowlitz",
+              "iso_1_code": null,
+              "iso_3_code": "cow",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Maritime",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Chehalis, Lower",
+              "iso_1_code": null,
+              "iso_3_code": "cea",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Quinault",
+              "iso_1_code": null,
+              "iso_3_code": "qun",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Senagi.json b/data/Senagi.json
new file mode 100644
index 0000000000000000000000000000000000000000..2832c260d3c80465af9c9e0c6e42f930fef1a572
--- /dev/null
+++ b/data/Senagi.json
@@ -0,0 +1,25 @@
+{
+  "name": "Senagi",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Angor",
+      "iso_1_code": null,
+      "iso_3_code": "agg",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Dla",
+      "iso_1_code": null,
+      "iso_3_code": "kbv",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Sepik.json b/data/Sepik.json
new file mode 100644
index 0000000000000000000000000000000000000000..68fd4b3a904106c10937c84456dee940f75a760a
--- /dev/null
+++ b/data/Sepik.json
@@ -0,0 +1,576 @@
+{
+  "name": "Sepik",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Abau",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Abau",
+          "iso_1_code": null,
+          "iso_3_code": "aau",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Iwam",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Amal",
+          "iso_1_code": null,
+          "iso_3_code": "aad",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Iwam",
+          "iso_1_code": null,
+          "iso_3_code": "iwm",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Iwam, Sepik",
+          "iso_1_code": null,
+          "iso_3_code": "iws",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Leonhard Schultze",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Pefiyahe",
+          "iso_1_code": null,
+          "iso_3_code": "ppq",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Tuwari",
+          "iso_1_code": null,
+          "iso_3_code": "tww",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Walio",
+          "iso_1_code": null,
+          "iso_3_code": "wla",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Yawiyo",
+          "iso_1_code": null,
+          "iso_3_code": "ybx",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Ndu",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Ambulas",
+          "iso_1_code": null,
+          "iso_3_code": "abt",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Burui",
+          "iso_1_code": null,
+          "iso_3_code": "bry",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Boikin",
+          "iso_1_code": null,
+          "iso_3_code": "bzf",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Gaikundi",
+          "iso_1_code": null,
+          "iso_3_code": "gbf",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Iatmul",
+          "iso_1_code": null,
+          "iso_3_code": "ian",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Mevembet",
+          "iso_1_code": null,
+          "iso_3_code": "keh",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Koiwat",
+          "iso_1_code": null,
+          "iso_3_code": "kxt",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Manambu",
+          "iso_1_code": null,
+          "iso_3_code": "mle",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Gala",
+          "iso_1_code": null,
+          "iso_3_code": "nud",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Sos Kundi",
+          "iso_1_code": null,
+          "iso_3_code": "sdk",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Sengo",
+          "iso_1_code": null,
+          "iso_3_code": "spk",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Hanga Hundi",
+          "iso_1_code": null,
+          "iso_3_code": "wos",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Yalaku",
+          "iso_1_code": null,
+          "iso_3_code": "ylg",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Nukuma",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Kwoma",
+          "iso_1_code": null,
+          "iso_3_code": "kmo",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kwanga",
+          "iso_1_code": null,
+          "iso_3_code": "kwj",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Mende",
+          "iso_1_code": null,
+          "iso_3_code": "sim",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Ram",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Pouye",
+          "iso_1_code": null,
+          "iso_3_code": "bye",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Awtuw",
+          "iso_1_code": null,
+          "iso_3_code": "kmn",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Karawa",
+          "iso_1_code": null,
+          "iso_3_code": "xrw",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Sepik Hill",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Alamblak",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Alamblak",
+              "iso_1_code": null,
+              "iso_3_code": "amp",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kaningra",
+              "iso_1_code": null,
+              "iso_3_code": "knr",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Bahinemo",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Berinomo",
+              "iso_1_code": null,
+              "iso_3_code": "bit",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Bahinemo",
+              "iso_1_code": null,
+              "iso_3_code": "bjh",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Bisis",
+              "iso_1_code": null,
+              "iso_3_code": "bnw",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kapriman",
+              "iso_1_code": null,
+              "iso_3_code": "dju",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Mari",
+              "iso_1_code": null,
+              "iso_3_code": "mbx",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Sumariup",
+              "iso_1_code": null,
+              "iso_3_code": "siv",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Watakataui",
+              "iso_1_code": null,
+              "iso_3_code": "wtk",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Papi",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Baiyamo",
+              "iso_1_code": null,
+              "iso_3_code": "ppe",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Asaba",
+              "iso_1_code": null,
+              "iso_3_code": "seo",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Sanio",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Niksek",
+              "iso_1_code": null,
+              "iso_3_code": "gbe",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Hewa",
+              "iso_1_code": null,
+              "iso_3_code": "ham",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Piame",
+              "iso_1_code": null,
+              "iso_3_code": "pin",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Saniyo-Hiyewe",
+              "iso_1_code": null,
+              "iso_3_code": "sny",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Tama",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Ayi",
+          "iso_1_code": null,
+          "iso_3_code": "ayq",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Pahi",
+          "iso_1_code": null,
+          "iso_3_code": "lgt",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Mehek",
+          "iso_1_code": null,
+          "iso_3_code": "nux",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Pasi",
+          "iso_1_code": null,
+          "iso_3_code": "psq",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Yessan-Mayo",
+          "iso_1_code": null,
+          "iso_3_code": "yss",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kalou",
+          "iso_1_code": null,
+          "iso_3_code": "ywa",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Wogamusin-Chenapian",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Chenapian",
+          "iso_1_code": null,
+          "iso_3_code": "cjn",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Wogamusin",
+          "iso_1_code": null,
+          "iso_3_code": "wog",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Yellow River",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Ak",
+          "iso_1_code": null,
+          "iso_3_code": "akq",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Awun",
+          "iso_1_code": null,
+          "iso_3_code": "aww",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Namia",
+          "iso_1_code": null,
+          "iso_3_code": "nnm",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Yerakai",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Yerakai",
+          "iso_1_code": null,
+          "iso_3_code": "yra",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Sign language.json b/data/Sign language.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f5294cd16afa47bd18d18f6e3fe683145783725
--- /dev/null
+++ b/data/Sign language.json	
@@ -0,0 +1,1307 @@
+{
+  "name": "Sign language",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "International Sign",
+      "iso_1_code": null,
+      "iso_3_code": "ils",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Deaf community sign language",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Argentine Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "aed",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Armenian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "aen",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Afghan Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "afg",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "American Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "ase",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Auslan",
+          "iso_1_code": null,
+          "iso_3_code": "asf",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Algerian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "asp",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Austrian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "asq",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "British Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "bfi",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Malian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "bog",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Bulgarian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "bqn",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Bolivian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "bvl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Brazilian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "bzs",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Chadian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "cds",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Catalan Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "csc",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Chiangmai Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "csd",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Czech Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "cse",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Cuban Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "csf",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Chilean Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "csg",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Chinese Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "csl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Colombian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "csn",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Croatian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "csq",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Costa Rican Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "csr",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Cambodian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "csx",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Dominican Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "doq",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Sign Language of the Netherlands",
+          "iso_1_code": null,
+          "iso_3_code": "dse",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Danish Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "dsl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Ecuadorian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "ecs",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Egyptian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "esl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Salvadoran Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "esn",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Estonian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "eso",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Ethiopian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "eth",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Quebec Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "fcs",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Finnish Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "fse",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "French Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "fsl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Finland-Swedish Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "fss",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Ghanaian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "gse",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "German Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "gsg",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Guatemalan Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "gsm",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Greek Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "gss",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Guinean Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "gus",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Hanoi Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "hab",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Haiphong Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "haf",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Honduran Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "hds",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Hong Kong Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "hks",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Ho Chi Minh City Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "hos",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Hawai\u2018i Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "hps",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Hungarian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "hsh",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Hausa Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "hsl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Icelandic Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "icl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Indonesian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "inl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Indian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "ins",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Italian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "ise",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Irish Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "isg",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Israeli Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "isr",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Jamaican Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "jls",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Jordanian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "jos",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Japanese Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "jsl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Selangor Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "kgi",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Korean Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "kvk",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Libyan Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "lbs",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Guinea-Bissau Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "lgs",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Lithuanian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "lls",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Burundian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "lsb",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Latvian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "lsl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Tibetan Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "lsn",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Laos Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "lso",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Panamanian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "lsp",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Trinidad and Tobago Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "lst",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Seychelles Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "lsw",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Mauritian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "lsy",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Malawian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "lws",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Maltese Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "mdl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Mexican Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "mfs",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Mongolian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "msr",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Malagasy Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "mzc",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Mozambican Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "mzy",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Namibian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "nbs",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Nicaraguan Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "ncs",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Nigerian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "nsi",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Norwegian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "nsl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Nepalese Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "nsp",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Maritime Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "nsr",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "New Zealand Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "nzs",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Papua New Guinean Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "pgz",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Pakistan Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "pks",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Peruvian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "prl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Iranian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "psc",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Penang Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "psg",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Puerto Rican Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "psl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Polish Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "pso",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Filipino Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "psp",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Portuguese Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "psr",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Paraguayan Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "pys",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Romanian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "rms",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Russian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "rsl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Rwandan Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "rsn",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Saudi Arabian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "sdl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "French Belgian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "sfb",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "South African Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "sfs",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Swiss-German Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "sgg",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Sierra Leone Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "sgx",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Swiss-Italian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "slf",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Singapore Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "sls",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Albanian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "sqk",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Sri Lankan Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "sqs",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Spanish Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "ssp",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Swiss-French Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "ssr",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Slovakian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "svk",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Swedish Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "swl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Solomon Islands Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "szs",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Tunisian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "tse",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Turkish Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "tsm",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Thai Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "tsq",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Taiwan Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "tss",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Tanzanian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "tza",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Ugandan Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "ugn",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Uruguayan Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "ugy",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Ukrainian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "ukl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Flemish Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "vgt",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Moldova Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "vsi",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Venezuelan Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "vsl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Valencian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "vsv",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "West Bengal Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "wbs",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kenyan Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "xki",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Malaysian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "xml",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Moroccan Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "xms",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Slovenian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "ysl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Myanmar Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "ysm",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Zimbabwe Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "zib",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Zambian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "zsl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Shared sign language",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Adamorobe Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "ads",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Algerian Jewish Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "ajs",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Australian Aborigines Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "asw",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Ban Khor Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "bfk",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kata Kolok",
+          "iso_1_code": null,
+          "iso_3_code": "bqy",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Mardin Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "dsz",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Miyakubo Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "ehs",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Ghandruk Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "gds",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Inuit Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "iks",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Konchri Sain",
+          "iso_1_code": null,
+          "iso_3_code": "jcs",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Jhyankot Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "jhs",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Amami Koniya Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "jks",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Jumli Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "jus",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Albarradas Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "lsc",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Sivia Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "lsv",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Martha\u2019s Vineyard Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "mre",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Yucatec Maya Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "msd",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Old Kentish Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "okl",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Providencia Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "prz",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Plains Indian Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "psd",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Bribri Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "rib",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Brunca Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "rnb",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Miriwoong Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "rsm",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kufr Qassem Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "sqx",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Al-Sayyid Bedouin Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "syy",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Tebul Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "tsy",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kaapor Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "uks",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Yolngu Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "ygs",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Yan-nhangu Sign Language",
+          "iso_1_code": null,
+          "iso_3_code": "yhs",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Sino-Tibetan.json b/data/Sino-Tibetan.json
new file mode 100644
index 0000000000000000000000000000000000000000..f32c65f192a8fc9c8ff5f690abf39e1ce3089be7
--- /dev/null
+++ b/data/Sino-Tibetan.json
@@ -0,0 +1,6274 @@
+{
+  "name": "Sino-Tibetan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": {
+    "name": "chinese",
+    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+  },
+  "source": "bottom",
+  "children": [
+    {
+      "name": "Chinese",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "chinese",
+        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+      },
+      "source": "bottom",
+      "children": [
+        {
+          "name": "Chinese, Min Dong",
+          "iso_1_code": "zh",
+          "iso_3_code": "cdo",
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "macrolanguage",
+          "children": []
+        },
+        {
+          "name": "Chinese, Jinyu",
+          "iso_1_code": "zh",
+          "iso_3_code": "cjy",
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "macrolanguage",
+          "children": []
+        },
+        {
+          "name": "Chinese, Mandarin",
+          "iso_1_code": "zh",
+          "iso_3_code": "cmn",
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "macrolanguage",
+          "children": []
+        },
+        {
+          "name": "Pinghua, Northern",
+          "iso_1_code": "zh",
+          "iso_3_code": "cnp",
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "macrolanguage",
+          "children": []
+        },
+        {
+          "name": "Chinese, Pu-Xian",
+          "iso_1_code": "zh",
+          "iso_3_code": "cpx",
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "macrolanguage",
+          "children": []
+        },
+        {
+          "name": "Pinghua, Southern",
+          "iso_1_code": "zh",
+          "iso_3_code": "csp",
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "macrolanguage",
+          "children": []
+        },
+        {
+          "name": "Chinese, Huizhou",
+          "iso_1_code": "zh",
+          "iso_3_code": "czh",
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "macrolanguage",
+          "children": []
+        },
+        {
+          "name": "Chinese, Min Zhong",
+          "iso_1_code": "zh",
+          "iso_3_code": "czo",
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "macrolanguage",
+          "children": []
+        },
+        {
+          "name": "Dungan",
+          "iso_1_code": null,
+          "iso_3_code": "dng",
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Chinese, Gan",
+          "iso_1_code": "zh",
+          "iso_3_code": "gan",
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "macrolanguage",
+          "children": []
+        },
+        {
+          "name": "Chinese, Hakka",
+          "iso_1_code": "zh",
+          "iso_3_code": "hak",
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "macrolanguage",
+          "children": []
+        },
+        {
+          "name": "Chinese, Xiang",
+          "iso_1_code": "zh",
+          "iso_3_code": "hsn",
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "macrolanguage",
+          "children": []
+        },
+        {
+          "name": "Chinese, Classical",
+          "iso_1_code": "zh",
+          "iso_3_code": "lzh",
+          "tokenizer": {
+            "name": "literary_chinese",
+            "tokenizer": "StanzaTokenizer(\"lzh\")"
+          },
+          "source": "own",
+          "children": []
+        },
+        {
+          "name": "Chinese, Min Bei",
+          "iso_1_code": "zh",
+          "iso_3_code": "mnp",
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "macrolanguage",
+          "children": []
+        },
+        {
+          "name": "Chinese, Min Nan",
+          "iso_1_code": "zh",
+          "iso_3_code": "nan",
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "macrolanguage",
+          "children": []
+        },
+        {
+          "name": "Chinese, Wu",
+          "iso_1_code": "zh",
+          "iso_3_code": "wuu",
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "macrolanguage",
+          "children": []
+        },
+        {
+          "name": "Chinese, Yue",
+          "iso_1_code": "zh",
+          "iso_3_code": "yue",
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "macrolanguage",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Tibeto-Burman",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "chinese",
+        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Meitei",
+          "iso_1_code": null,
+          "iso_3_code": "mni",
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Angami-Pochuri",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Naga, Mao",
+              "iso_1_code": null,
+              "iso_3_code": "nbi",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Angami",
+              "iso_1_code": null,
+              "iso_3_code": "njm",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Khezha",
+              "iso_1_code": null,
+              "iso_3_code": "nkh",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Northern Rengma",
+              "iso_1_code": null,
+              "iso_3_code": "nnl",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Pochuri",
+              "iso_1_code": null,
+              "iso_3_code": "npo",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Southern Rengma",
+              "iso_1_code": null,
+              "iso_3_code": "nre",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Chokri",
+              "iso_1_code": null,
+              "iso_3_code": "nri",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Sumi",
+              "iso_1_code": null,
+              "iso_3_code": "nsm",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Poumai",
+              "iso_1_code": null,
+              "iso_3_code": "pmx",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Central Naga",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Naga, Lotha",
+              "iso_1_code": null,
+              "iso_3_code": "njh",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Ao",
+              "iso_1_code": null,
+              "iso_3_code": "njo",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Sangtam",
+              "iso_1_code": null,
+              "iso_3_code": "nsa",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Yimchungru",
+              "iso_1_code": null,
+              "iso_3_code": "yim",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Central Tibeto-Burman",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Digarish",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Idu-Mishmi",
+                  "iso_1_code": null,
+                  "iso_3_code": "clk",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Digaro-Mishmi",
+                  "iso_1_code": null,
+                  "iso_3_code": "mhu",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Hrusish",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Hruso",
+                  "iso_1_code": null,
+                  "iso_3_code": "hru",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Miji",
+                  "iso_1_code": null,
+                  "iso_3_code": "sjl",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Keman",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Zakhring",
+                  "iso_1_code": null,
+                  "iso_3_code": "zkr",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Kho-Bwa",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Bugun",
+                  "iso_1_code": null,
+                  "iso_3_code": "bgg",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Chug",
+                  "iso_1_code": null,
+                  "iso_3_code": "cvg",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Lish",
+                  "iso_1_code": null,
+                  "iso_3_code": "lsh",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Sartang",
+                  "iso_1_code": null,
+                  "iso_3_code": "onp",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Sherdukpen",
+                  "iso_1_code": null,
+                  "iso_3_code": "sdp",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Puroik",
+                  "iso_1_code": null,
+                  "iso_3_code": "suv",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Lepcha",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Lepcha",
+                  "iso_1_code": null,
+                  "iso_3_code": "lep",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Mijish",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Miju-Mishmi",
+                  "iso_1_code": null,
+                  "iso_3_code": "mxj",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Nungish",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Drung",
+                  "iso_1_code": null,
+                  "iso_3_code": "duu",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Anong",
+                  "iso_1_code": null,
+                  "iso_3_code": "nun",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Rawang",
+                  "iso_1_code": null,
+                  "iso_3_code": "raw",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Tani",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Adi",
+                  "iso_1_code": null,
+                  "iso_3_code": "adi",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Adi, Galo",
+                  "iso_1_code": null,
+                  "iso_3_code": "adl",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Apatani",
+                  "iso_1_code": null,
+                  "iso_3_code": "apt",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Mising",
+                  "iso_1_code": null,
+                  "iso_3_code": "mrg",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Na",
+                  "iso_1_code": null,
+                  "iso_3_code": "nbt",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Nyishi",
+                  "iso_1_code": null,
+                  "iso_3_code": "njz",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Tagin",
+                  "iso_1_code": null,
+                  "iso_3_code": "tgj",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Karbi",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Amri Karbi",
+              "iso_1_code": null,
+              "iso_3_code": "ajz",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Karbi",
+              "iso_1_code": null,
+              "iso_3_code": "mjw",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Karenic",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Central",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Karen, Bwe",
+                  "iso_1_code": null,
+                  "iso_3_code": "bwe",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Kayah, Eastern",
+                  "iso_1_code": null,
+                  "iso_3_code": "eky",
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+                },
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+                  "name": "Karen, Geko",
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+                  "iso_3_code": "ghk",
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+                    "name": "chinese",
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+                  },
+                  "source": "down",
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+                },
+                {
+                  "name": "Kayaw",
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+                  "iso_3_code": "kvl",
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+                  },
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+                },
+                {
+                  "name": "Karen, Geba",
+                  "iso_1_code": null,
+                  "iso_3_code": "kvq",
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+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Kawyaw",
+                  "iso_1_code": null,
+                  "iso_3_code": "kxf",
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+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Kayah, Western",
+                  "iso_1_code": null,
+                  "iso_3_code": "kyu",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Northern",
+              "iso_1_code": null,
+              "iso_3_code": null,
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+                "name": "chinese",
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+              },
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+              "children": [
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+                  "name": "Lahta",
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+                  "iso_3_code": "kvt",
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+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+                  "children": []
+                },
+                {
+                  "name": "Yinbaw",
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+                  "iso_3_code": "kvu",
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+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+                },
+                {
+                  "name": "Yintale",
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+                  "iso_3_code": "kvy",
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+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+                  "children": []
+                },
+                {
+                  "name": "Zayein",
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+                  "iso_3_code": "kxk",
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+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Kayan",
+                  "iso_1_code": null,
+                  "iso_3_code": "pdu",
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+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+                  "children": []
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+            {
+              "name": "Peripheral",
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+              "iso_3_code": null,
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+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
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+              "children": [
+                {
+                  "name": "Pa\u2019o",
+                  "iso_1_code": null,
+                  "iso_3_code": "blk",
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+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Karen, Pwo Eastern",
+                  "iso_1_code": null,
+                  "iso_3_code": "kjp",
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+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+                  "children": []
+                },
+                {
+                  "name": "Karen, Phrae Pwo",
+                  "iso_1_code": null,
+                  "iso_3_code": "kjt",
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+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Karen, Pwo Western",
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+                  "iso_3_code": "pwo",
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+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
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+                },
+                {
+                  "name": "Karen, Pwo Northern",
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+                  "iso_3_code": "pww",
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+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+                  "children": []
+                }
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+            {
+              "name": "Southern",
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+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
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+                  "name": "Karen, Mobwa",
+                  "iso_1_code": null,
+                  "iso_3_code": "jkm",
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+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
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+                },
+                {
+                  "name": "Karen, Paku",
+                  "iso_1_code": null,
+                  "iso_3_code": "jkp",
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+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+                {
+                  "name": "Karen, S\u2019gaw",
+                  "iso_1_code": null,
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+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
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+                },
+                {
+                  "name": "Wewaw",
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+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+          "name": "Kuki-Chin",
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+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
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+              "name": "Chin, Thaiphum",
+              "iso_1_code": null,
+              "iso_3_code": "cth",
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+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
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+              "iso_1_code": null,
+              "iso_3_code": null,
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+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
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+                  "name": "Chin, Ngawn",
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+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
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+                },
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+                  "name": "Pangkhua",
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+                  "iso_3_code": "pkh",
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+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
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+                  "name": "Chin, Tawr",
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+                  "iso_3_code": "tcp",
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+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+                },
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+                      },
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+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
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+                    },
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+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
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+                  },
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+                      "name": "Biate",
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+                      "iso_3_code": "biu",
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+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Hmar",
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+                      "iso_3_code": "hmr",
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+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
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+                    },
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+                      "name": "Hrangkhol",
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+                      "iso_3_code": "hra",
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+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
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+                      "name": "Mizo",
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+                      "iso_3_code": "lus",
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+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
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+                      "name": "Sakachep",
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+              },
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+                  "name": "Chin, Zotung",
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+                  "iso_3_code": "czt",
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+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+                  "children": []
+                },
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+                  "name": "Chin, Senthang",
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+                  "iso_3_code": "sez",
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+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Mara",
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+                  "iso_3_code": null,
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+                  },
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+                      "name": "Chin, Lautu",
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+                      "iso_3_code": "clt",
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+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Mara",
+                      "iso_1_code": null,
+                      "iso_3_code": "mrh",
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+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
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+                      "children": []
+                    }
+                  ]
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+              ]
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+              "name": "Northwestern",
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+              "iso_3_code": null,
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+                "name": "chinese",
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+              },
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+                  "name": "Aimol",
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+                  "iso_3_code": "aim",
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+                  },
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+                },
+                {
+                  "name": "Anal",
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+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+                },
+                {
+                  "name": "Chiru",
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+                  },
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+                },
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+                  },
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+                },
+                {
+                  "name": "Kom",
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+                  },
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+                },
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+                  "name": "Lamkang",
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+                  },
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+                {
+                  "name": "Naga, Chothe",
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+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
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+                    },
+                    {
+                      "name": "Ralte",
+                      "iso_1_code": null,
+                      "iso_3_code": "ral",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Simte",
+                      "iso_1_code": null,
+                      "iso_3_code": "smt",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Sizang",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Chin, Siyin",
+                          "iso_1_code": null,
+                          "iso_3_code": "csy",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Gangte",
+                          "iso_1_code": null,
+                          "iso_3_code": "gnb",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Vaiphei",
+                          "iso_1_code": null,
+                          "iso_3_code": "vap",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Zo",
+                          "iso_1_code": null,
+                          "iso_3_code": "zom",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Thado",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Chin, Tedim",
+                          "iso_1_code": null,
+                          "iso_3_code": "ctd",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Chin, Paite",
+                          "iso_1_code": null,
+                          "iso_3_code": "pck",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Chin, Thado",
+                          "iso_1_code": null,
+                          "iso_3_code": "tcz",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "Southern",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Chin, Eastern Khumi",
+                      "iso_1_code": null,
+                      "iso_3_code": "cek",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Mro-Khimi",
+                      "iso_1_code": null,
+                      "iso_3_code": "cmr",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Chin, Khumi",
+                      "iso_1_code": null,
+                      "iso_3_code": "cnk",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Chin, Songlai",
+                      "iso_1_code": null,
+                      "iso_3_code": "csj",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Chin, Sumtu",
+                      "iso_1_code": null,
+                      "iso_3_code": "csv",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Chin, Rungtu",
+                      "iso_1_code": null,
+                      "iso_3_code": "rtc",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Shendu",
+                      "iso_1_code": null,
+                      "iso_3_code": "shl",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Chin, Rawngtu",
+                      "iso_1_code": null,
+                      "iso_3_code": "weu",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Cho-Asho",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Asho",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Chin, L\u00e4okt\u00fc",
+                              "iso_1_code": null,
+                              "iso_3_code": "cey",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Chin, Laitu",
+                              "iso_1_code": null,
+                              "iso_3_code": "clj",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Chin, Asho",
+                              "iso_1_code": null,
+                              "iso_3_code": "csh",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Cho",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Chin, Kaang",
+                              "iso_1_code": null,
+                              "iso_3_code": "ckn",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Chin, Uppu",
+                              "iso_1_code": null,
+                              "iso_3_code": "cnb",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Chin, Daai",
+                              "iso_1_code": null,
+                              "iso_3_code": "dao",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Chin, Matu",
+                              "iso_1_code": null,
+                              "iso_3_code": "hlt",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Chin, M\u00fc\u00fcn",
+                              "iso_1_code": null,
+                              "iso_3_code": "mwq",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Ngwi-Burmese",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Burmish",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Northern",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Achang",
+                      "iso_1_code": null,
+                      "iso_3_code": "acn",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Zaiwa",
+                      "iso_1_code": null,
+                      "iso_3_code": "atb",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Pela",
+                      "iso_1_code": null,
+                      "iso_3_code": "bxd",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Hpon",
+                      "iso_1_code": null,
+                      "iso_3_code": "hpo",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Lacid",
+                      "iso_1_code": null,
+                      "iso_3_code": "lsi",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Lhao Vo",
+                      "iso_1_code": null,
+                      "iso_3_code": "mhx",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Southern",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Danu",
+                      "iso_1_code": null,
+                      "iso_3_code": "dnv",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Intha",
+                      "iso_1_code": null,
+                      "iso_3_code": "int",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Burmese",
+                      "iso_1_code": "my",
+                      "iso_3_code": "mya",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Rakhine",
+                      "iso_1_code": null,
+                      "iso_3_code": "rki",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Marma",
+                      "iso_1_code": null,
+                      "iso_3_code": "rmz",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Taungyo",
+                      "iso_1_code": null,
+                      "iso_3_code": "tco",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Tavoyan",
+                      "iso_1_code": null,
+                      "iso_3_code": "tvn",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Mru",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Chin, Anu-Khongso",
+                  "iso_1_code": null,
+                  "iso_3_code": "anl",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Mru",
+                  "iso_1_code": null,
+                  "iso_3_code": "mro",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Ngwi",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Central",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Hlersu",
+                      "iso_1_code": null,
+                      "iso_3_code": "hle",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Jinuo, Youle",
+                      "iso_1_code": null,
+                      "iso_3_code": "jiu",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Jinuo, Buyuan",
+                      "iso_1_code": null,
+                      "iso_3_code": "jiy",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Lahu Shi",
+                      "iso_1_code": null,
+                      "iso_3_code": "lhi",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Lahu",
+                      "iso_1_code": null,
+                      "iso_3_code": "lhu",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Lisu",
+                      "iso_1_code": null,
+                      "iso_3_code": "lis",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Kucong",
+                      "iso_1_code": null,
+                      "iso_3_code": "lkc",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Lamu",
+                      "iso_1_code": null,
+                      "iso_3_code": "llh",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Lipo",
+                      "iso_1_code": null,
+                      "iso_3_code": "lpo",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Lawu",
+                      "iso_1_code": null,
+                      "iso_3_code": "lwu",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Nusu",
+                      "iso_1_code": null,
+                      "iso_3_code": "nuf",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Lolopo",
+                      "iso_1_code": null,
+                      "iso_3_code": "ycl",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Lalo, Dongshanba",
+                      "iso_1_code": null,
+                      "iso_3_code": "yik",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Miqie",
+                      "iso_1_code": null,
+                      "iso_3_code": "yiq",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Lalu, Eastern",
+                      "iso_1_code": null,
+                      "iso_3_code": "yit",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Limi",
+                      "iso_1_code": null,
+                      "iso_3_code": "ylm",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Mili",
+                      "iso_1_code": null,
+                      "iso_3_code": "ymh",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Lang\u2019e",
+                      "iso_1_code": null,
+                      "iso_3_code": "yne",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Sani",
+                      "iso_1_code": null,
+                      "iso_3_code": "ysn",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Lolopo, Southern",
+                      "iso_1_code": null,
+                      "iso_3_code": "ysp",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Talu",
+                      "iso_1_code": null,
+                      "iso_3_code": "yta",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Tanglang",
+                      "iso_1_code": null,
+                      "iso_3_code": "ytl",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Lalu, Western",
+                      "iso_1_code": null,
+                      "iso_3_code": "ywl",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Lalo, Central",
+                      "iso_1_code": null,
+                      "iso_3_code": "ywt",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Zauzou",
+                      "iso_1_code": null,
+                      "iso_3_code": "zal",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Northern",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Nuosu",
+                      "iso_1_code": "ii",
+                      "iso_3_code": "iii",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Katso",
+                      "iso_1_code": null,
+                      "iso_3_code": "kaf",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Samei",
+                      "iso_1_code": null,
+                      "iso_3_code": "smh",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Chesu",
+                      "iso_1_code": null,
+                      "iso_3_code": "ych",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Gepo",
+                      "iso_1_code": null,
+                      "iso_3_code": "ygp",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Nasu, Wusa",
+                      "iso_1_code": null,
+                      "iso_3_code": "yig",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Awu",
+                      "iso_1_code": null,
+                      "iso_3_code": "yiu",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Naluo",
+                      "iso_1_code": null,
+                      "iso_3_code": "ylo",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Aluo",
+                      "iso_1_code": null,
+                      "iso_3_code": "yna",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Samatao",
+                      "iso_1_code": null,
+                      "iso_3_code": "ysd",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Sanie",
+                      "iso_1_code": null,
+                      "iso_3_code": "ysy",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Yi, Wuding-Luquan",
+                      "iso_1_code": null,
+                      "iso_3_code": "ywq",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Nasu, Wumeng",
+                      "iso_1_code": null,
+                      "iso_3_code": "ywu",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Ayizi",
+                      "iso_1_code": null,
+                      "iso_3_code": "yyz",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Southeastern",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Alugu",
+                      "iso_1_code": null,
+                      "iso_3_code": "aub",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Azha",
+                      "iso_1_code": null,
+                      "iso_3_code": "aza",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Laghuu",
+                      "iso_1_code": null,
+                      "iso_3_code": "lgh",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Nisu, Eastern",
+                      "iso_1_code": null,
+                      "iso_3_code": "nos",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Nisu, Southern",
+                      "iso_1_code": null,
+                      "iso_3_code": "nsd",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Nisu, Northwestern",
+                      "iso_1_code": null,
+                      "iso_3_code": "nsf",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Nisu, Southwestern",
+                      "iso_1_code": null,
+                      "iso_3_code": "nsv",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Mantsi",
+                      "iso_1_code": null,
+                      "iso_3_code": "nty",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Phula",
+                      "iso_1_code": null,
+                      "iso_3_code": "phh",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Bokha",
+                      "iso_1_code": null,
+                      "iso_3_code": "ybk",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Phowa, Hlepho",
+                      "iso_1_code": null,
+                      "iso_3_code": "yhl",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Ache",
+                      "iso_1_code": null,
+                      "iso_3_code": "yif",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Pholo",
+                      "iso_1_code": null,
+                      "iso_3_code": "yip",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Nisu, Northern",
+                      "iso_1_code": null,
+                      "iso_3_code": "yiv",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Axi",
+                      "iso_1_code": null,
+                      "iso_3_code": "yix",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Azhe",
+                      "iso_1_code": null,
+                      "iso_3_code": "yiz",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Khlula",
+                      "iso_1_code": null,
+                      "iso_3_code": "ykl",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Kua-nsi",
+                      "iso_1_code": null,
+                      "iso_3_code": "ykn",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Kathu",
+                      "iso_1_code": null,
+                      "iso_3_code": "ykt",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Kuamasi",
+                      "iso_1_code": null,
+                      "iso_3_code": "yku",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Muji, Southern",
+                      "iso_1_code": null,
+                      "iso_3_code": "ymc",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Moji",
+                      "iso_1_code": null,
+                      "iso_3_code": "ymi",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Muji, Qila",
+                      "iso_1_code": null,
+                      "iso_3_code": "ymq",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Muji, Northern",
+                      "iso_1_code": null,
+                      "iso_3_code": "ymx",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Muzi",
+                      "iso_1_code": null,
+                      "iso_3_code": "ymz",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Phala",
+                      "iso_1_code": null,
+                      "iso_3_code": "ypa",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Phowa, Labo",
+                      "iso_1_code": null,
+                      "iso_3_code": "ypb",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Phola",
+                      "iso_1_code": null,
+                      "iso_3_code": "ypg",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Phupha",
+                      "iso_1_code": null,
+                      "iso_3_code": "yph",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Phuma",
+                      "iso_1_code": null,
+                      "iso_3_code": "ypm",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Phowa, Ani",
+                      "iso_1_code": null,
+                      "iso_3_code": "ypn",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Phola, Alo",
+                      "iso_1_code": null,
+                      "iso_3_code": "ypo",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Phupa",
+                      "iso_1_code": null,
+                      "iso_3_code": "ypp",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Phuza",
+                      "iso_1_code": null,
+                      "iso_3_code": "ypz",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Sonaga",
+                      "iso_1_code": null,
+                      "iso_3_code": "ysg",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Nisi",
+                      "iso_1_code": null,
+                      "iso_3_code": "yso",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Thopho",
+                      "iso_1_code": null,
+                      "iso_3_code": "ytp",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Zokhuo",
+                      "iso_1_code": null,
+                      "iso_3_code": "yzk",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Southern",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Akeu",
+                      "iso_1_code": null,
+                      "iso_3_code": "aeu",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Akha",
+                      "iso_1_code": null,
+                      "iso_3_code": "ahk",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Biyo",
+                      "iso_1_code": null,
+                      "iso_3_code": "byo",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "C\u00f4\u00f4ng",
+                      "iso_1_code": null,
+                      "iso_3_code": "cnc",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Enu",
+                      "iso_1_code": null,
+                      "iso_3_code": "enu",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Hani",
+                      "iso_1_code": null,
+                      "iso_3_code": "hni",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Honi",
+                      "iso_1_code": null,
+                      "iso_3_code": "how",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Kaduo",
+                      "iso_1_code": null,
+                      "iso_3_code": "ktp",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Lopi",
+                      "iso_1_code": null,
+                      "iso_3_code": "lov",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Mpi",
+                      "iso_1_code": null,
+                      "iso_3_code": "mpz",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Phana\u2019",
+                      "iso_1_code": null,
+                      "iso_3_code": "phq",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Sangkong",
+                      "iso_1_code": null,
+                      "iso_3_code": "sgk",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Sila",
+                      "iso_1_code": null,
+                      "iso_3_code": "slt",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Chepya",
+                      "iso_1_code": null,
+                      "iso_3_code": "ycp",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Muda",
+                      "iso_1_code": null,
+                      "iso_3_code": "ymd",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Bisoid",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Bisu",
+                          "iso_1_code": null,
+                          "iso_3_code": "bzi",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Laomian",
+                          "iso_1_code": null,
+                          "iso_3_code": "lwm",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Phunoi",
+                          "iso_1_code": null,
+                          "iso_3_code": "pho",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Pyen",
+                          "iso_1_code": null,
+                          "iso_3_code": "pyy",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "Unclassified",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
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+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+                  "children": [
+                    {
+                      "name": "Laopang",
+                      "iso_1_code": null,
+                      "iso_3_code": "lbg",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Ugong",
+                      "iso_1_code": null,
+                      "iso_3_code": "ugo",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
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+                      "children": []
+                    }
+                  ]
+                }
+              ]
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+          ]
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+        {
+          "name": "Northeastern Tibeto-Burman",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
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+          "children": [
+            {
+              "name": "Bai",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Bai, Central",
+                  "iso_1_code": null,
+                  "iso_3_code": "bca",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Bai, Panyi",
+                  "iso_1_code": null,
+                  "iso_3_code": "bfc",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Bai, Southern",
+                  "iso_1_code": null,
+                  "iso_3_code": "bfs",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Bai, Lama",
+                  "iso_1_code": null,
+                  "iso_3_code": "lay",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Baima",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Baima",
+                  "iso_1_code": null,
+                  "iso_3_code": "bqh",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Ersuish",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
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+              "children": [
+                {
+                  "name": "Ersu",
+                  "iso_1_code": null,
+                  "iso_3_code": "ers",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Naic",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
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+              "children": [
+                {
+                  "name": "Namuyi",
+                  "iso_1_code": null,
+                  "iso_3_code": "nmy",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Narua",
+                  "iso_1_code": null,
+                  "iso_3_code": "nru",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Naxi",
+                  "iso_1_code": null,
+                  "iso_3_code": "nxq",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Shuhi",
+                  "iso_1_code": null,
+                  "iso_3_code": "sxg",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Qiangic",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Qiang, Northern",
+                  "iso_1_code": null,
+                  "iso_3_code": "cng",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Minyag, Eastern",
+                  "iso_1_code": null,
+                  "iso_3_code": "emq",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+                  "children": []
+                },
+                {
+                  "name": "Guiqiong",
+                  "iso_1_code": null,
+                  "iso_3_code": "gqi",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Pumi, Northern",
+                  "iso_1_code": null,
+                  "iso_3_code": "pmi",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Pumi, Southern",
+                  "iso_1_code": null,
+                  "iso_3_code": "pmj",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Queyu",
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+                  "iso_3_code": "qvy",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+                  "children": []
+                },
+                {
+                  "name": "Qiang, Southern",
+                  "iso_1_code": null,
+                  "iso_3_code": "qxs",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+                  "children": []
+                },
+                {
+                  "name": "Minyag, Western",
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+                  "iso_3_code": "wmg",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Zhaba",
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+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "rGyalrongic",
+              "iso_1_code": null,
+              "iso_3_code": null,
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+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
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+              "children": [
+                {
+                  "name": "Horpa",
+                  "iso_1_code": null,
+                  "iso_3_code": "ero",
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+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "sTodsde",
+                  "iso_1_code": null,
+                  "iso_3_code": "jih",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Lavrung",
+                  "iso_1_code": null,
+                  "iso_3_code": "jiq",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Jiarong",
+                  "iso_1_code": null,
+                  "iso_3_code": "jya",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+                  "children": []
+                }
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+            {
+              "name": "Tujia",
+              "iso_1_code": null,
+              "iso_3_code": null,
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+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
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+              "children": [
+                {
+                  "name": "Tujia, Northern",
+                  "iso_1_code": null,
+                  "iso_3_code": "tji",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Tujia, Southern",
+                  "iso_1_code": null,
+                  "iso_3_code": "tjs",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+                  "children": []
+                }
+              ]
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+          ]
+        },
+        {
+          "name": "Sal",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
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+          "children": [
+            {
+              "name": "Boro-Garo",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Deori",
+                  "iso_1_code": null,
+                  "iso_3_code": "der",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Garo",
+                  "iso_1_code": null,
+                  "iso_3_code": "grt",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Megam",
+                  "iso_1_code": null,
+                  "iso_3_code": "mef",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Tippera",
+                  "iso_1_code": null,
+                  "iso_3_code": "tpe",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Boro-Tiwa",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+                  "children": [
+                    {
+                      "name": "Tiwa",
+                      "iso_1_code": null,
+                      "iso_3_code": "lax",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Boro",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Boro",
+                          "iso_1_code": null,
+                          "iso_3_code": "brx",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kachari",
+                          "iso_1_code": null,
+                          "iso_3_code": "xac",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "Dimasa-Kokborok",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Dimasa",
+                      "iso_1_code": null,
+                      "iso_3_code": "dis",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Kok Borok",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Riang",
+                          "iso_1_code": null,
+                          "iso_3_code": "ria",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kok Borok",
+                          "iso_1_code": null,
+                          "iso_3_code": "trp",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Usoi",
+                          "iso_1_code": null,
+                          "iso_3_code": "usi",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "Koch",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Atong",
+                      "iso_1_code": null,
+                      "iso_3_code": "aot",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Koch",
+                      "iso_1_code": null,
+                      "iso_3_code": "kdq",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Rabha",
+                      "iso_1_code": null,
+                      "iso_3_code": "rah",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Ruga",
+                      "iso_1_code": null,
+                      "iso_3_code": "ruh",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Northern Naga",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Naga, Khiamniungan",
+                      "iso_1_code": null,
+                      "iso_3_code": "kix",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Naga, Lainong",
+                      "iso_1_code": null,
+                      "iso_3_code": "lzn",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Naga, Chang",
+                      "iso_1_code": null,
+                      "iso_3_code": "nbc",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Naga, Konyak",
+                      "iso_1_code": null,
+                      "iso_3_code": "nbe",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Naga, Nocte",
+                      "iso_1_code": null,
+                      "iso_3_code": "njb",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Naga, Lao",
+                      "iso_1_code": null,
+                      "iso_3_code": "nlq",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Naga, Wancho",
+                      "iso_1_code": null,
+                      "iso_3_code": "nnp",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Naga, Ponyo-Gongwang",
+                      "iso_1_code": null,
+                      "iso_3_code": "npg",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Naga, Phom",
+                      "iso_1_code": null,
+                      "iso_3_code": "nph",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Naga, Chen-Kayu",
+                      "iso_1_code": null,
+                      "iso_3_code": "nqq",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Naga, Tangshang",
+                      "iso_1_code": null,
+                      "iso_3_code": "nst",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Naga, Tutsa",
+                      "iso_1_code": null,
+                      "iso_3_code": "tvt",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Naga, Paungnyuan",
+                      "iso_1_code": null,
+                      "iso_3_code": "umn",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Dhimalish",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Dhimal",
+                  "iso_1_code": null,
+                  "iso_3_code": "dhi",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Toto",
+                  "iso_1_code": null,
+                  "iso_3_code": "txo",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
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+            {
+              "name": "Jingppaw-Asakia",
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+              "iso_3_code": null,
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+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Asakian",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
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+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
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+                  "children": [
+                    {
+                      "name": "Chak",
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+                      "iso_3_code": "ckh",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Kadu",
+                      "iso_1_code": null,
+                      "iso_3_code": "zkd",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Kanan",
+                      "iso_1_code": null,
+                      "iso_3_code": "zkn",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Jingphaw",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Jingpho",
+                      "iso_1_code": null,
+                      "iso_3_code": "kac",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Singpho",
+                      "iso_1_code": null,
+                      "iso_3_code": "sgp",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Taman",
+                      "iso_1_code": null,
+                      "iso_3_code": "tcl",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Turung",
+                      "iso_1_code": null,
+                      "iso_3_code": "try",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    }
+                  ]
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+              ]
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+          ]
+        },
+        {
+          "name": "Tangkhulic",
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+          "iso_3_code": null,
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+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Naga, Khoibu",
+              "iso_1_code": null,
+              "iso_3_code": "nkb",
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+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Tangkhul",
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+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Maring",
+              "iso_1_code": null,
+              "iso_3_code": "nng",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Tangkhul",
+              "iso_1_code": null,
+              "iso_3_code": "ntx",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Unclassified",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Darlong",
+              "iso_1_code": null,
+              "iso_3_code": "dln",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Koro",
+              "iso_1_code": null,
+              "iso_3_code": "jkr",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Makuri",
+              "iso_1_code": null,
+              "iso_3_code": "jmn",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Khamba",
+              "iso_1_code": null,
+              "iso_3_code": "kbg",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Long Phuri",
+              "iso_1_code": null,
+              "iso_3_code": "lpn",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Inpui",
+              "iso_1_code": null,
+              "iso_3_code": "nkf",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Puimei",
+              "iso_1_code": null,
+              "iso_3_code": "npu",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Akyaung Ari",
+              "iso_1_code": null,
+              "iso_3_code": "nqy",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Kokak",
+              "iso_1_code": null,
+              "iso_3_code": "nxk",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Jejara",
+              "iso_1_code": null,
+              "iso_3_code": "pzn",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Ranglong",
+              "iso_1_code": null,
+              "iso_3_code": "rnl",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Western Naga",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Naga, Rongmei",
+              "iso_1_code": null,
+              "iso_3_code": "nbu",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Liangmai",
+              "iso_1_code": null,
+              "iso_3_code": "njn",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Koireng",
+              "iso_1_code": null,
+              "iso_3_code": "nkd",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Thangal",
+              "iso_1_code": null,
+              "iso_3_code": "nki",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Maram",
+              "iso_1_code": null,
+              "iso_3_code": "nma",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Mzieme",
+              "iso_1_code": null,
+              "iso_3_code": "nme",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Naga, Zeme",
+              "iso_1_code": null,
+              "iso_3_code": "nzm",
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Western Tibeto-Burman",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "chinese",
+            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Bodish",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Gongduk",
+                  "iso_1_code": null,
+                  "iso_3_code": "goe",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Monpa, Kalaktang",
+                  "iso_1_code": null,
+                  "iso_3_code": "kkf",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Lhokpu",
+                  "iso_1_code": null,
+                  "iso_3_code": "lhp",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Olekha",
+                  "iso_1_code": null,
+                  "iso_3_code": "ole",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Tshangla",
+                  "iso_1_code": null,
+                  "iso_3_code": "tsj",
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Central Bodish",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Choni",
+                      "iso_1_code": null,
+                      "iso_3_code": "cda",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Tseku",
+                      "iso_1_code": null,
+                      "iso_3_code": "tsk",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Amdo",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Tibetan, Amdo",
+                          "iso_1_code": null,
+                          "iso_3_code": "adx",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Central",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Tibetan, Central",
+                          "iso_1_code": "bo",
+                          "iso_3_code": "bod",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "gTsang",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Dolpo",
+                              "iso_1_code": null,
+                              "iso_3_code": "dre",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Gyalsumdo",
+                              "iso_1_code": null,
+                              "iso_3_code": "gyo",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Humla",
+                              "iso_1_code": null,
+                              "iso_3_code": "hut",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Jirel",
+                              "iso_1_code": null,
+                              "iso_3_code": "jul",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Kyerung",
+                              "iso_1_code": null,
+                              "iso_3_code": "kgy",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Nubri",
+                              "iso_1_code": null,
+                              "iso_3_code": "kte",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Lhomi",
+                              "iso_1_code": null,
+                              "iso_3_code": "lhm",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Lhowa",
+                              "iso_1_code": null,
+                              "iso_3_code": "loy",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Mugom-Karmarong",
+                              "iso_1_code": null,
+                              "iso_3_code": "muk",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Hyolmo",
+                              "iso_1_code": null,
+                              "iso_3_code": "scp",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Syuba",
+                              "iso_1_code": null,
+                              "iso_3_code": "syw",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Tichurong",
+                              "iso_1_code": null,
+                              "iso_3_code": "tcn",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Tsum",
+                              "iso_1_code": null,
+                              "iso_3_code": "ttz",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Sherpa",
+                              "iso_1_code": null,
+                              "iso_3_code": "xsr",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Southern",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Brokkat",
+                              "iso_1_code": null,
+                              "iso_3_code": "bro",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Chocangacakha",
+                              "iso_1_code": null,
+                              "iso_3_code": "cgk",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Dzongkha",
+                              "iso_1_code": "dz",
+                              "iso_3_code": "dzo",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Groma",
+                              "iso_1_code": null,
+                              "iso_3_code": "gro",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Lakha",
+                              "iso_1_code": null,
+                              "iso_3_code": "lkh",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Lunanakha",
+                              "iso_1_code": null,
+                              "iso_3_code": "luk",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Layakha",
+                              "iso_1_code": null,
+                              "iso_3_code": "lya",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Brokpake",
+                              "iso_1_code": null,
+                              "iso_3_code": "sgt",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Sikkimese",
+                              "iso_1_code": null,
+                              "iso_3_code": "sip",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Western",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Jad",
+                              "iso_1_code": null,
+                              "iso_3_code": "jda",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Stod Bhoti",
+                              "iso_1_code": null,
+                              "iso_3_code": "sbu",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Spiti Bhoti",
+                              "iso_1_code": null,
+                              "iso_3_code": "spt",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Khams",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Tibetan, Khams",
+                          "iso_1_code": null,
+                          "iso_3_code": "khg",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Unclassified",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Naaba",
+                          "iso_1_code": null,
+                          "iso_3_code": "nao",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Walungge",
+                          "iso_1_code": null,
+                          "iso_3_code": "ola",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Western",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Balti",
+                          "iso_1_code": null,
+                          "iso_3_code": "bft",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Changthang",
+                          "iso_1_code": null,
+                          "iso_3_code": "cna",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Ladakhi",
+                          "iso_1_code": null,
+                          "iso_3_code": "lbj",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Purig",
+                          "iso_1_code": null,
+                          "iso_3_code": "prx",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Zangskari",
+                          "iso_1_code": null,
+                          "iso_3_code": "zau",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "East Bodish",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Dakpakha",
+                      "iso_1_code": null,
+                      "iso_3_code": "dka",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Monpa, Tawang",
+                      "iso_1_code": null,
+                      "iso_3_code": "twm",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Bumthang",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Dzalakha",
+                          "iso_1_code": null,
+                          "iso_3_code": "dzl",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Bumthangkha",
+                          "iso_1_code": null,
+                          "iso_3_code": "kjz",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Nyenkha",
+                          "iso_1_code": null,
+                          "iso_3_code": "neh",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Nupbikha",
+                          "iso_1_code": null,
+                          "iso_3_code": "npb",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Chalikha",
+                          "iso_1_code": null,
+                          "iso_3_code": "tgf",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Khengkha",
+                          "iso_1_code": null,
+                          "iso_3_code": "xkf",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kurtokha",
+                          "iso_1_code": null,
+                          "iso_3_code": "xkz",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "West Bodish",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Dura",
+                      "iso_1_code": null,
+                      "iso_3_code": "drq",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Kaike",
+                      "iso_1_code": null,
+                      "iso_3_code": "kzq",
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": []
+                    },
+                    {
+                      "name": "Ghale",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Ghale, Southern",
+                          "iso_1_code": null,
+                          "iso_3_code": "ghe",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Ghale, Northern",
+                          "iso_1_code": null,
+                          "iso_3_code": "ghh",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kuke",
+                          "iso_1_code": null,
+                          "iso_3_code": "ght",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Gurung-Tamang",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Gurungic",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Chantyal",
+                              "iso_1_code": null,
+                              "iso_3_code": "chx",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Gurung",
+                              "iso_1_code": null,
+                              "iso_3_code": "gvr",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Nyeshangte",
+                              "iso_1_code": null,
+                              "iso_3_code": "nmm",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Nar Phu",
+                              "iso_1_code": null,
+                              "iso_3_code": "npa",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Seke",
+                              "iso_1_code": null,
+                              "iso_3_code": "skj",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Thakali",
+                              "iso_1_code": null,
+                              "iso_3_code": "ths",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Tamang",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Tamang, Eastern",
+                              "iso_1_code": null,
+                              "iso_3_code": "taj",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Tamang, Western",
+                              "iso_1_code": null,
+                              "iso_3_code": "tdg",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Tamang, Eastern Gorkha",
+                              "iso_1_code": null,
+                              "iso_3_code": "tge",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "West Himalayish",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Almora",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Byangsi",
+                          "iso_1_code": null,
+                          "iso_3_code": "bee",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Chaudangsi",
+                          "iso_1_code": null,
+                          "iso_3_code": "cdn",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Darmiya",
+                          "iso_1_code": null,
+                          "iso_3_code": "drd",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Rangkas",
+                          "iso_1_code": null,
+                          "iso_3_code": "rgk",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Kinauri",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Gahri",
+                          "iso_1_code": null,
+                          "iso_3_code": "bfu",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kinnauri, Chitkuli",
+                          "iso_1_code": null,
+                          "iso_3_code": "cik",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Jangshung",
+                          "iso_1_code": null,
+                          "iso_3_code": "jna",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kinnauri",
+                          "iso_1_code": null,
+                          "iso_3_code": "kfk",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Pattani",
+                          "iso_1_code": null,
+                          "iso_3_code": "lae",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Tinani",
+                          "iso_1_code": null,
+                          "iso_3_code": "lbf",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kinnauri, Bhoti",
+                          "iso_1_code": null,
+                          "iso_3_code": "nes",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Rongpo",
+                          "iso_1_code": null,
+                          "iso_3_code": "rnp",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Shumcho",
+                          "iso_1_code": null,
+                          "iso_3_code": "scu",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Sunam",
+                          "iso_1_code": null,
+                          "iso_3_code": "ssk",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kinnauri, Chhoyul",
+                          "iso_1_code": null,
+                          "iso_3_code": "tpq",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kanashi",
+                          "iso_1_code": null,
+                          "iso_3_code": "xns",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Himalayan",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "chinese",
+                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+              },
+              "source": "down",
+              "children": [
+                {
+                  "name": "Central Himalayan",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Chepang-Bhujel",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Bhujel",
+                          "iso_1_code": null,
+                          "iso_3_code": "byh",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Chepang",
+                          "iso_1_code": null,
+                          "iso_3_code": "cdm",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Kham-Magar",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Kham",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Kham, Gamal",
+                              "iso_1_code": null,
+                              "iso_3_code": "kgj",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Kham, Eastern Parbate",
+                              "iso_1_code": null,
+                              "iso_3_code": "kif",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Kham, Sheshi",
+                              "iso_1_code": null,
+                              "iso_3_code": "kip",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Kham, Western Parbate",
+                              "iso_1_code": null,
+                              "iso_3_code": "kjl",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        },
+                        {
+                          "name": "Magar",
+                          "iso_1_code": null,
+                          "iso_3_code": null,
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": [
+                            {
+                              "name": "Magar, Eastern",
+                              "iso_1_code": null,
+                              "iso_3_code": "mgp",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            },
+                            {
+                              "name": "Magar, Western",
+                              "iso_1_code": null,
+                              "iso_3_code": "mrd",
+                              "tokenizer": {
+                                "name": "chinese",
+                                "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                              },
+                              "source": "down",
+                              "children": []
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Newar",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Newar",
+                          "iso_1_code": null,
+                          "iso_3_code": "new",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Pahari",
+                          "iso_1_code": null,
+                          "iso_3_code": "phj",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Raute-Raji",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Rawat",
+                          "iso_1_code": null,
+                          "iso_3_code": "jnl",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Raute",
+                          "iso_1_code": null,
+                          "iso_3_code": "rau",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Raji",
+                          "iso_1_code": null,
+                          "iso_3_code": "rji",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Thangmi-Baraamu",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Baram",
+                          "iso_1_code": null,
+                          "iso_3_code": "brd",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Thangmi",
+                          "iso_1_code": null,
+                          "iso_3_code": "thf",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                },
+                {
+                  "name": "Kiranti",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": {
+                    "name": "chinese",
+                    "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                  },
+                  "source": "down",
+                  "children": [
+                    {
+                      "name": "Eastern",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Athpariya",
+                          "iso_1_code": null,
+                          "iso_3_code": "aph",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Bantawa",
+                          "iso_1_code": null,
+                          "iso_3_code": "bap",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Belhariya",
+                          "iso_1_code": null,
+                          "iso_3_code": "byw",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Chhintang",
+                          "iso_1_code": null,
+                          "iso_3_code": "ctn",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Chhiling",
+                          "iso_1_code": null,
+                          "iso_3_code": "cur",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Chukwa",
+                          "iso_1_code": null,
+                          "iso_3_code": "cuw",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Mewahang, Eastern",
+                          "iso_1_code": null,
+                          "iso_3_code": "emg",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Kulung",
+                          "iso_1_code": null,
+                          "iso_3_code": "kle",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Lohorung",
+                          "iso_1_code": null,
+                          "iso_3_code": "lbr",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Limbu",
+                          "iso_1_code": null,
+                          "iso_3_code": "lif",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Mugali",
+                          "iso_1_code": null,
+                          "iso_3_code": "lmh",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Yamphu, Southern",
+                          "iso_1_code": null,
+                          "iso_3_code": "lrr",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Yakkha, Chhathare",
+                          "iso_1_code": null,
+                          "iso_3_code": "luu",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Nachiring",
+                          "iso_1_code": null,
+                          "iso_3_code": "ncd",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Phangduwali",
+                          "iso_1_code": null,
+                          "iso_3_code": "phw",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Puma",
+                          "iso_1_code": null,
+                          "iso_3_code": "pum",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Dungmali",
+                          "iso_1_code": null,
+                          "iso_3_code": "raa",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Chamling",
+                          "iso_1_code": null,
+                          "iso_3_code": "rab",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Mewahang, Western",
+                          "iso_1_code": null,
+                          "iso_3_code": "raf",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Saam",
+                          "iso_1_code": null,
+                          "iso_3_code": "raq",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Sampang",
+                          "iso_1_code": null,
+                          "iso_3_code": "rav",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Yakkha",
+                          "iso_1_code": null,
+                          "iso_3_code": "ybh",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Yamphu",
+                          "iso_1_code": null,
+                          "iso_3_code": "ybi",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    },
+                    {
+                      "name": "Western",
+                      "iso_1_code": null,
+                      "iso_3_code": null,
+                      "tokenizer": {
+                        "name": "chinese",
+                        "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                      },
+                      "source": "down",
+                      "children": [
+                        {
+                          "name": "Bahing",
+                          "iso_1_code": null,
+                          "iso_3_code": "bhj",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Dumi",
+                          "iso_1_code": null,
+                          "iso_3_code": "dus",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Jerung",
+                          "iso_1_code": null,
+                          "iso_3_code": "jee",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Koyee",
+                          "iso_1_code": null,
+                          "iso_3_code": "kkt",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Khaling",
+                          "iso_1_code": null,
+                          "iso_3_code": "klr",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Sunwar",
+                          "iso_1_code": null,
+                          "iso_3_code": "suz",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Thulung",
+                          "iso_1_code": null,
+                          "iso_3_code": "tdh",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Tilung",
+                          "iso_1_code": null,
+                          "iso_3_code": "tij",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Wayu",
+                          "iso_1_code": null,
+                          "iso_3_code": "vay",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        },
+                        {
+                          "name": "Wambule",
+                          "iso_1_code": null,
+                          "iso_3_code": "wme",
+                          "tokenizer": {
+                            "name": "chinese",
+                            "tokenizer": "SpaCyTokenizer(\"zh\", {\"nlp\": {\"tokenizer\": {\"segmenter\": \"jieba\"}}})"
+                          },
+                          "source": "down",
+                          "children": []
+                        }
+                      ]
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Siouan-Catawban.json b/data/Siouan-Catawban.json
new file mode 100644
index 0000000000000000000000000000000000000000..e194f553fcb16abb885a5bce245c47f0b319f5d9
--- /dev/null
+++ b/data/Siouan-Catawban.json
@@ -0,0 +1,233 @@
+{
+  "name": "Siouan-Catawban",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Catawban",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Catawba",
+          "iso_1_code": null,
+          "iso_3_code": "chc",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Woccon",
+          "iso_1_code": null,
+          "iso_3_code": "xwc",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Siouan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Mandan",
+          "iso_1_code": null,
+          "iso_3_code": "mhq",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Mississippi Valley-Ohio Valley Siouan",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Michigamea",
+              "iso_1_code": null,
+              "iso_3_code": "cmm",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Ofo",
+              "iso_1_code": null,
+              "iso_3_code": "ofo",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tutelo",
+              "iso_1_code": null,
+              "iso_3_code": "tta",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Mississippi Valley Siouan",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Biloxi",
+                  "iso_1_code": null,
+                  "iso_3_code": "bll",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Chiwere-Winnebago",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Iowa-Oto",
+                      "iso_1_code": null,
+                      "iso_3_code": "iow",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Ho-Chunk",
+                      "iso_1_code": null,
+                      "iso_3_code": "win",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Dakota",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Assiniboine",
+                      "iso_1_code": null,
+                      "iso_3_code": "asb",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Dakota",
+                      "iso_1_code": null,
+                      "iso_3_code": "dak",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Lakota",
+                      "iso_1_code": null,
+                      "iso_3_code": "lkt",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Stoney",
+                      "iso_1_code": null,
+                      "iso_3_code": "sto",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Dhegihan",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Kansa",
+                      "iso_1_code": null,
+                      "iso_3_code": "ksk",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Omaha-Ponca",
+                      "iso_1_code": null,
+                      "iso_3_code": "oma",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Osage",
+                      "iso_1_code": null,
+                      "iso_3_code": "osa",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Quapaw",
+                      "iso_1_code": null,
+                      "iso_3_code": "qua",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Missouri River Siouan",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Crow",
+              "iso_1_code": null,
+              "iso_3_code": "cro",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Hidatsa",
+              "iso_1_code": null,
+              "iso_3_code": "hid",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Skou.json b/data/Skou.json
new file mode 100644
index 0000000000000000000000000000000000000000..bd48e92f74ab064d7c68007c7240da201f8f1e28
--- /dev/null
+++ b/data/Skou.json
@@ -0,0 +1,188 @@
+{
+  "name": "Skou",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "I\u2019saka",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "I\u2019saka",
+          "iso_1_code": null,
+          "iso_3_code": "ksi",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Skou-Serra-Lagoon",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Nuclear Skou",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Eastern Skou",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Dumo",
+                  "iso_1_code": null,
+                  "iso_3_code": "vam",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Wutung",
+                  "iso_1_code": null,
+                  "iso_3_code": "wut",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Skou",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Skou",
+                  "iso_1_code": null,
+                  "iso_3_code": "skv",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Serra Hills",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Lagoon",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Bauni",
+                  "iso_1_code": null,
+                  "iso_3_code": "bpe",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Bouni",
+                  "iso_1_code": null,
+                  "iso_3_code": "suo",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Uni",
+                  "iso_1_code": null,
+                  "iso_3_code": "uni",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Puari",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Puare",
+                  "iso_1_code": null,
+                  "iso_3_code": "pux",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Rawo-Main Serra",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Main Serra",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Pin",
+                      "iso_1_code": null,
+                      "iso_3_code": "wmx",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                },
+                {
+                  "name": "Rawo",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Rawo",
+                      "iso_1_code": null,
+                      "iso_3_code": "rwa",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Somahai.json b/data/Somahai.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f75642fe79242592fe56d6e838ebdd63b4846b3
--- /dev/null
+++ b/data/Somahai.json
@@ -0,0 +1,25 @@
+{
+  "name": "Somahai",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Momina",
+      "iso_1_code": null,
+      "iso_3_code": "mmb",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Momuna",
+      "iso_1_code": null,
+      "iso_3_code": "mqf",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/South Bougainville.json b/data/South Bougainville.json
new file mode 100644
index 0000000000000000000000000000000000000000..c50b74e4af3096098613be7627a9cbfe49ad97b8
--- /dev/null
+++ b/data/South Bougainville.json	
@@ -0,0 +1,99 @@
+{
+  "name": "South Bougainville",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Buin",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Terei",
+          "iso_1_code": null,
+          "iso_3_code": "buo",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Motuna",
+          "iso_1_code": null,
+          "iso_3_code": "siw",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Uisai",
+          "iso_1_code": null,
+          "iso_3_code": "uis",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Nasioi",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Koromira",
+          "iso_1_code": null,
+          "iso_3_code": "kqj",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Daantanai\u2019",
+          "iso_1_code": null,
+          "iso_3_code": "lni",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Naasioi",
+          "iso_1_code": null,
+          "iso_3_code": "nas",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Sibe",
+          "iso_1_code": null,
+          "iso_3_code": "nco",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Oune",
+          "iso_1_code": null,
+          "iso_3_code": "oue",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Simeku",
+          "iso_1_code": null,
+          "iso_3_code": "smz",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/South-Central Papuan.json b/data/South-Central Papuan.json
new file mode 100644
index 0000000000000000000000000000000000000000..9174ef3b8322666792e6a3918134917564bd0e48
--- /dev/null
+++ b/data/South-Central Papuan.json	
@@ -0,0 +1,248 @@
+{
+  "name": "South-Central Papuan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Morehead-Upper Maro",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Nambu",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Namo",
+              "iso_1_code": null,
+              "iso_3_code": "mxw",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Nambo",
+              "iso_1_code": null,
+              "iso_3_code": "ncm",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Neme",
+              "iso_1_code": null,
+              "iso_3_code": "nex",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Namat",
+              "iso_1_code": null,
+              "iso_3_code": "nkm",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Nama",
+              "iso_1_code": null,
+              "iso_3_code": "nmx",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Nen",
+              "iso_1_code": null,
+              "iso_3_code": "nqn",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Tonda",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Blafe",
+              "iso_1_code": null,
+              "iso_3_code": "bfh",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Rema",
+              "iso_1_code": null,
+              "iso_3_code": "bow",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Wartha Thuntai",
+              "iso_1_code": null,
+              "iso_3_code": "gnt",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kanum, Ngk\u00e2lmpw",
+              "iso_1_code": null,
+              "iso_3_code": "kcd",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kanum, B\u00e4di",
+              "iso_1_code": null,
+              "iso_3_code": "khd",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kanum, Sota",
+              "iso_1_code": null,
+              "iso_3_code": "krz",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kanum, Sm\u00e4rky",
+              "iso_1_code": null,
+              "iso_3_code": "kxq",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kanja",
+              "iso_1_code": null,
+              "iso_3_code": "pep",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Aramba",
+              "iso_1_code": null,
+              "iso_3_code": "stk",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "W\u00e1ra",
+              "iso_1_code": null,
+              "iso_3_code": "tci",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Yey",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Yei",
+              "iso_1_code": null,
+              "iso_3_code": "jei",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Pahoturi",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Idi",
+          "iso_1_code": null,
+          "iso_3_code": "idi",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Agob",
+          "iso_1_code": null,
+          "iso_3_code": "kit",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Waia",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Tabo",
+          "iso_1_code": null,
+          "iso_3_code": "knv",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Yelmek-Maklew",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Yelmek",
+          "iso_1_code": null,
+          "iso_3_code": "jel",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Maklew",
+          "iso_1_code": null,
+          "iso_3_code": "mgf",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git "a/data/S\303\241livan.json" "b/data/S\303\241livan.json"
new file mode 100644
index 0000000000000000000000000000000000000000..57ff4a75dacbf35ae803915cd71557da7fceb9ac
--- /dev/null
+++ "b/data/S\303\241livan.json"
@@ -0,0 +1,42 @@
+{
+  "name": "S\u00e1livan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "S\u00e1liba",
+      "iso_1_code": null,
+      "iso_3_code": "slc",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Piaroa-Maco",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Piaroa",
+          "iso_1_code": null,
+          "iso_3_code": "pid",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Maco",
+          "iso_1_code": null,
+          "iso_3_code": "wpc",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Tacanan.json b/data/Tacanan.json
new file mode 100644
index 0000000000000000000000000000000000000000..bff120da2fe2e08a072e02fee3a40371a1ede693
--- /dev/null
+++ b/data/Tacanan.json
@@ -0,0 +1,75 @@
+{
+  "name": "Tacanan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Cavine\u00f1a",
+      "iso_1_code": null,
+      "iso_3_code": "cav",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Chama",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Ese Ejja",
+          "iso_1_code": null,
+          "iso_3_code": "ese",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Toromono",
+          "iso_1_code": null,
+          "iso_3_code": "tno",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Tacana",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Araona",
+          "iso_1_code": null,
+          "iso_3_code": "aro",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Reyesano",
+          "iso_1_code": null,
+          "iso_3_code": "rey",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Tacana",
+          "iso_1_code": null,
+          "iso_3_code": "tna",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Takelman.json b/data/Takelman.json
new file mode 100644
index 0000000000000000000000000000000000000000..ac13c0a0266825011965c22d547c9457608b3c41
--- /dev/null
+++ b/data/Takelman.json
@@ -0,0 +1,33 @@
+{
+  "name": "Takelman",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Kalapuya",
+      "iso_1_code": null,
+      "iso_3_code": "kyl",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Northern Kalapuya",
+      "iso_1_code": null,
+      "iso_3_code": "nrt",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Southern Kalapuya",
+      "iso_1_code": null,
+      "iso_3_code": "sxk",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Tarascan.json b/data/Tarascan.json
new file mode 100644
index 0000000000000000000000000000000000000000..11fa1fbf118767583d5949b36ea6c86701d4ae69
--- /dev/null
+++ b/data/Tarascan.json
@@ -0,0 +1,25 @@
+{
+  "name": "Tarascan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Purepecha, Western Highland",
+      "iso_1_code": null,
+      "iso_3_code": "pua",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Purepecha",
+      "iso_1_code": null,
+      "iso_3_code": "tsz",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Tequistlatecan.json b/data/Tequistlatecan.json
new file mode 100644
index 0000000000000000000000000000000000000000..d9d3c4aff90f6ee1dc44aac27e71ead020c6c81e
--- /dev/null
+++ b/data/Tequistlatecan.json
@@ -0,0 +1,25 @@
+{
+  "name": "Tequistlatecan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Chontal, Highland Oaxaca",
+      "iso_1_code": null,
+      "iso_3_code": "chd",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Chontal, Lowland Oaxaca",
+      "iso_1_code": null,
+      "iso_3_code": "clo",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Tiniguan.json b/data/Tiniguan.json
new file mode 100644
index 0000000000000000000000000000000000000000..07f76c8113998ed96148379950a085537459cc62
--- /dev/null
+++ b/data/Tiniguan.json
@@ -0,0 +1,17 @@
+{
+  "name": "Tiniguan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Tinigua",
+      "iso_1_code": null,
+      "iso_3_code": "tit",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Tor-Kwerba.json b/data/Tor-Kwerba.json
new file mode 100644
index 0000000000000000000000000000000000000000..caa6e871f0143da956ce14ee6d4af0ba0a775d00
--- /dev/null
+++ b/data/Tor-Kwerba.json
@@ -0,0 +1,274 @@
+{
+  "name": "Tor-Kwerba",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Greater Kwerba",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Isirawa",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Isirawa",
+              "iso_1_code": null,
+              "iso_3_code": "srl",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Kwerba",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Nuclear",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Bagusa",
+                  "iso_1_code": null,
+                  "iso_3_code": "bqb",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Kwerba",
+                  "iso_1_code": null,
+                  "iso_3_code": "kwe",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Trimuris",
+                  "iso_1_code": null,
+                  "iso_3_code": "tip",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Kauwera",
+                  "iso_1_code": null,
+                  "iso_3_code": "xau",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Kwerba Mamberamo",
+                  "iso_1_code": null,
+                  "iso_3_code": "xwr",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "West Coast",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Airoran",
+                  "iso_1_code": null,
+                  "iso_3_code": "air",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Samarokena",
+                  "iso_1_code": null,
+                  "iso_3_code": "tmj",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Orya-Tor",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Orya",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Orya",
+              "iso_1_code": null,
+              "iso_3_code": "ury",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Sause",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Sause",
+              "iso_1_code": null,
+              "iso_3_code": "sao",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Tor",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Betaf",
+              "iso_1_code": null,
+              "iso_3_code": "bfe",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Berik",
+              "iso_1_code": null,
+              "iso_3_code": "bkl",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Beneraf",
+              "iso_1_code": null,
+              "iso_3_code": "bnv",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Dabe",
+              "iso_1_code": null,
+              "iso_3_code": "dbe",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Itik",
+              "iso_1_code": null,
+              "iso_3_code": "itx",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Jofotek-Bromnya",
+              "iso_1_code": null,
+              "iso_3_code": "jbr",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Keijar",
+              "iso_1_code": null,
+              "iso_3_code": "kdy",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kwinsu",
+              "iso_1_code": null,
+              "iso_3_code": "kuc",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kwesten",
+              "iso_1_code": null,
+              "iso_3_code": "kwt",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Mander",
+              "iso_1_code": null,
+              "iso_3_code": "mqr",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Dineor",
+              "iso_1_code": null,
+              "iso_3_code": "mrx",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Vitou",
+              "iso_1_code": null,
+              "iso_3_code": "vto",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Wares",
+              "iso_1_code": null,
+              "iso_3_code": "wai",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Torricelli.json b/data/Torricelli.json
new file mode 100644
index 0000000000000000000000000000000000000000..ede9ce4a3520e8c4549c70e64687079519a53cda
--- /dev/null
+++ b/data/Torricelli.json
@@ -0,0 +1,618 @@
+{
+  "name": "Torricelli",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Kombio-Arapesh",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Arapesh",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Abu\u2019",
+              "iso_1_code": null,
+              "iso_3_code": "aah",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Mufian",
+              "iso_1_code": null,
+              "iso_3_code": "aoj",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Weri",
+              "iso_1_code": null,
+              "iso_3_code": "aon",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Bukiyip",
+              "iso_1_code": null,
+              "iso_3_code": "ape",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Kombio",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Aruek",
+              "iso_1_code": null,
+              "iso_3_code": "aur",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Eitiep",
+              "iso_1_code": null,
+              "iso_3_code": "eit",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Aro",
+              "iso_1_code": null,
+              "iso_3_code": "tei",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Wom",
+              "iso_1_code": null,
+              "iso_3_code": "wmo",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kombio",
+              "iso_1_code": null,
+              "iso_3_code": "xbi",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Yambes",
+              "iso_1_code": null,
+              "iso_3_code": "ymb",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Maimai",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Beli",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Beli",
+              "iso_1_code": null,
+              "iso_3_code": "bey",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Laeko-Libuat",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Laeko-Libuat",
+              "iso_1_code": null,
+              "iso_3_code": "lkl",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Maimai Proper",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Heiyoho",
+              "iso_1_code": null,
+              "iso_3_code": "auk",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Siliput",
+              "iso_1_code": null,
+              "iso_3_code": "mkc",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Yahang",
+              "iso_1_code": null,
+              "iso_3_code": "rhp",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Wiaki",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Minidien",
+              "iso_1_code": null,
+              "iso_3_code": "wii",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Marienberg",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Bungain",
+          "iso_1_code": null,
+          "iso_3_code": "but",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Buna",
+          "iso_1_code": null,
+          "iso_3_code": "bvn",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Elepi",
+          "iso_1_code": null,
+          "iso_3_code": "ele",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kamasau",
+          "iso_1_code": null,
+          "iso_3_code": "kms",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Juwar",
+          "iso_1_code": null,
+          "iso_3_code": "mwb",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Wiarumus",
+          "iso_1_code": null,
+          "iso_3_code": "tua",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Urimo",
+          "iso_1_code": null,
+          "iso_3_code": "urx",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Monumbo",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Lilau",
+          "iso_1_code": null,
+          "iso_3_code": "lll",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Monumbo",
+          "iso_1_code": null,
+          "iso_3_code": "mxk",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Urim",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Urim",
+          "iso_1_code": null,
+          "iso_3_code": "uri",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Wapei-Palei",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Palei",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Ambrak",
+              "iso_1_code": null,
+              "iso_3_code": "aag",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Agi",
+              "iso_1_code": null,
+              "iso_3_code": "aif",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Mol",
+              "iso_1_code": null,
+              "iso_3_code": "alx",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Bragat",
+              "iso_1_code": null,
+              "iso_3_code": "aof",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Aruop",
+              "iso_1_code": null,
+              "iso_3_code": "lsr",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Nabi",
+              "iso_1_code": null,
+              "iso_3_code": "mty",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Wanap",
+              "iso_1_code": null,
+              "iso_3_code": "wnp",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Yangum Dey",
+              "iso_1_code": null,
+              "iso_3_code": "yde",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Yangum Gel",
+              "iso_1_code": null,
+              "iso_3_code": "ygl",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Yangum Mon",
+              "iso_1_code": null,
+              "iso_3_code": "ymo",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Urat",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Urat",
+              "iso_1_code": null,
+              "iso_3_code": "urt",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Wapei",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Au",
+              "iso_1_code": null,
+              "iso_3_code": "avt",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Dia",
+              "iso_1_code": null,
+              "iso_3_code": "dia",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Elkei",
+              "iso_1_code": null,
+              "iso_3_code": "elk",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Gnau",
+              "iso_1_code": null,
+              "iso_3_code": "gnu",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Ningil",
+              "iso_1_code": null,
+              "iso_3_code": "niz",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Olo",
+              "iso_1_code": null,
+              "iso_3_code": "ong",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Sinagen",
+              "iso_1_code": null,
+              "iso_3_code": "siu",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Walman",
+              "iso_1_code": null,
+              "iso_3_code": "van",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Yeri",
+              "iso_1_code": null,
+              "iso_3_code": "yev",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Yis",
+              "iso_1_code": null,
+              "iso_3_code": "yis",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Yil",
+              "iso_1_code": null,
+              "iso_3_code": "yll",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Yau",
+              "iso_1_code": null,
+              "iso_3_code": "yyu",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "West Wapei",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Seti",
+          "iso_1_code": null,
+          "iso_3_code": "sbi",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Seta",
+          "iso_1_code": null,
+          "iso_3_code": "stf",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "One",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "One, Molmo",
+              "iso_1_code": null,
+              "iso_3_code": "aun",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "One, Inebu",
+              "iso_1_code": null,
+              "iso_3_code": "oin",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "One, Kwamtim",
+              "iso_1_code": null,
+              "iso_3_code": "okk",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "One, Kabore",
+              "iso_1_code": null,
+              "iso_3_code": "onk",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "One, Northern",
+              "iso_1_code": null,
+              "iso_3_code": "onr",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "One, Southern",
+              "iso_1_code": null,
+              "iso_3_code": "osu",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Totonacan.json b/data/Totonacan.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff8744c4ae471fa026e00d1d16ceb9b29a655f22
--- /dev/null
+++ b/data/Totonacan.json
@@ -0,0 +1,123 @@
+{
+  "name": "Totonacan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Tepehua",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Tepehua, Huehuetla",
+          "iso_1_code": null,
+          "iso_3_code": "tee",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Tepehua, Pisaflores",
+          "iso_1_code": null,
+          "iso_3_code": "tpp",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Tepehua, Tlachichilco",
+          "iso_1_code": null,
+          "iso_3_code": "tpt",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Totonac",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Totonac, Tecpatl\u00e1n",
+          "iso_1_code": null,
+          "iso_3_code": "tcw",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Totonac, Upper Necaxa",
+          "iso_1_code": null,
+          "iso_3_code": "tku",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Totonac, Yecuatla",
+          "iso_1_code": null,
+          "iso_3_code": "tlc",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Totonac, Filomena Mata-Coahuitl\u00e1n",
+          "iso_1_code": null,
+          "iso_3_code": "tlp",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Totonac, Coyutla",
+          "iso_1_code": null,
+          "iso_3_code": "toc",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Totonac, Xicotepec de Ju\u00e1rez",
+          "iso_1_code": null,
+          "iso_3_code": "too",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Totonac, Papantla",
+          "iso_1_code": null,
+          "iso_3_code": "top",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Totonac, Highland",
+          "iso_1_code": null,
+          "iso_3_code": "tos",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Totonaco del cerro Xinolat\u00e9petl",
+          "iso_1_code": null,
+          "iso_3_code": "tqt",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Trans-New Guinea.json b/data/Trans-New Guinea.json
new file mode 100644
index 0000000000000000000000000000000000000000..66cd96361626c3b5a453c1b0009901badb60a975
--- /dev/null
+++ b/data/Trans-New Guinea.json	
@@ -0,0 +1,5549 @@
+{
+  "name": "Trans-New Guinea",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Angan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Angaatiha",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Angaataha",
+              "iso_1_code": null,
+              "iso_3_code": "agm",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Nuclear Angan",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Ankave",
+              "iso_1_code": null,
+              "iso_3_code": "aak",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tainae",
+              "iso_1_code": null,
+              "iso_3_code": "ago",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Safeyoka",
+              "iso_1_code": null,
+              "iso_3_code": "apz",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Yipma",
+              "iso_1_code": null,
+              "iso_3_code": "byr",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Hamtai",
+              "iso_1_code": null,
+              "iso_3_code": "hmt",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kawacha",
+              "iso_1_code": null,
+              "iso_3_code": "kcb",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kamasa",
+              "iso_1_code": null,
+              "iso_3_code": "klp",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Menya",
+              "iso_1_code": null,
+              "iso_3_code": "mcr",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Akoye",
+              "iso_1_code": null,
+              "iso_3_code": "miw",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Simbari",
+              "iso_1_code": null,
+              "iso_3_code": "smb",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Susuami",
+              "iso_1_code": null,
+              "iso_3_code": "ssu",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Yagwoia",
+              "iso_1_code": null,
+              "iso_3_code": "ygw",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Asmat-Kamoro",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Asmat",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Asmat, Casuarina Coast",
+              "iso_1_code": null,
+              "iso_3_code": "asc",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Asmat, Yaosakor",
+              "iso_1_code": null,
+              "iso_3_code": "asy",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Asmat, Central",
+              "iso_1_code": null,
+              "iso_3_code": "cns",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Asmat, North",
+              "iso_1_code": null,
+              "iso_3_code": "nks",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Citak, Tamnim",
+              "iso_1_code": null,
+              "iso_3_code": "tml",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Citak",
+              "iso_1_code": null,
+              "iso_3_code": "txt",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Diuwe",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Diuwe",
+              "iso_1_code": null,
+              "iso_3_code": "diy",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Kamoro",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Kamoro",
+              "iso_1_code": null,
+              "iso_3_code": "kgq",
+              "tokenizer": null,
+              "source": null,
+              "children": []
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+              "name": "Karas",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Karas",
+                  "iso_1_code": null,
+                  "iso_3_code": "kgv",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "West Bomberai Proper",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Baham",
+                  "iso_1_code": null,
+                  "iso_3_code": "bdw",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Iha",
+                  "iso_1_code": null,
+                  "iso_3_code": "ihp",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Wissel Lakes",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Auye",
+              "iso_1_code": null,
+              "iso_3_code": "auu",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Moi",
+              "iso_1_code": null,
+              "iso_3_code": "daz",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Ekari",
+              "iso_1_code": null,
+              "iso_3_code": "ekg",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Moni",
+              "iso_1_code": null,
+              "iso_3_code": "mnz",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Wolani",
+              "iso_1_code": null,
+              "iso_3_code": "wod",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "West Kutubu",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Fasu",
+          "iso_1_code": null,
+          "iso_3_code": "faa",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Wiru",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Witu",
+          "iso_1_code": null,
+          "iso_3_code": "wiu",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Tsimshian.json b/data/Tsimshian.json
new file mode 100644
index 0000000000000000000000000000000000000000..ce997646cb901e9b84ddd3b9e03a79aa938a5051
--- /dev/null
+++ b/data/Tsimshian.json
@@ -0,0 +1,42 @@
+{
+  "name": "Tsimshian",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Tsimshian",
+      "iso_1_code": null,
+      "iso_3_code": "tsi",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Nass-Gitksan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Gitxsan",
+          "iso_1_code": null,
+          "iso_3_code": "git",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Nisga\u2019a",
+          "iso_1_code": null,
+          "iso_3_code": "ncg",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Tucanoan.json b/data/Tucanoan.json
new file mode 100644
index 0000000000000000000000000000000000000000..97085c5717261ff029df12cf8afcae56471808c0
--- /dev/null
+++ b/data/Tucanoan.json
@@ -0,0 +1,281 @@
+{
+  "name": "Tucanoan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Miriti",
+      "iso_1_code": null,
+      "iso_3_code": "mmv",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Central Tucanoan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Cubeo",
+          "iso_1_code": null,
+          "iso_3_code": "cub",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Eastern Tucanoan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Arapaso",
+          "iso_1_code": null,
+          "iso_3_code": "arj",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Wanano",
+          "iso_1_code": null,
+          "iso_3_code": "gvc",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Macuna",
+          "iso_1_code": null,
+          "iso_3_code": "myy",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Piratapuyo",
+          "iso_1_code": null,
+          "iso_3_code": "pir",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Bar\u00e1-Tuyuka",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Waimaha",
+              "iso_1_code": null,
+              "iso_3_code": "bao",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Barasana-Eduria",
+              "iso_1_code": null,
+              "iso_3_code": "bsn",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Pokang\u00e1",
+              "iso_1_code": null,
+              "iso_3_code": "pok",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tuyuca",
+              "iso_1_code": null,
+              "iso_3_code": "tue",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Carapano",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Carapana",
+              "iso_1_code": null,
+              "iso_3_code": "cbc",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tatuyo",
+              "iso_1_code": null,
+              "iso_3_code": "tav",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Desano-Siriano",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Desano",
+              "iso_1_code": null,
+              "iso_3_code": "des",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Siriano",
+              "iso_1_code": null,
+              "iso_3_code": "sri",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Tucano",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Tucano",
+              "iso_1_code": null,
+              "iso_3_code": "tuo",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Wajiara",
+              "iso_1_code": null,
+              "iso_3_code": "yui",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Western Tucanoan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Koreguaje",
+          "iso_1_code": null,
+          "iso_3_code": "coe",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Maijuna",
+          "iso_1_code": null,
+          "iso_3_code": "ore",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Tetete",
+          "iso_1_code": null,
+          "iso_3_code": "teb",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Tama",
+          "iso_1_code": null,
+          "iso_3_code": "ten",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Tanimuca-Letuama",
+          "iso_1_code": null,
+          "iso_3_code": "tnc",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Yahuna",
+          "iso_1_code": null,
+          "iso_3_code": "ynu",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Macaguaje",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Macaguaje",
+              "iso_1_code": null,
+              "iso_3_code": "mcl",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Paicoca",
+              "iso_1_code": null,
+              "iso_3_code": "sey",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Siona",
+              "iso_1_code": null,
+              "iso_3_code": "snn",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Tungusic.json b/data/Tungusic.json
new file mode 100644
index 0000000000000000000000000000000000000000..3fe15806611abc5ee6b540eecdce3816d629b415
--- /dev/null
+++ b/data/Tungusic.json
@@ -0,0 +1,186 @@
+{
+  "name": "Tungusic",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Northern",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Even",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Even",
+              "iso_1_code": null,
+              "iso_3_code": "eve",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Evenki",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Evenki",
+              "iso_1_code": null,
+              "iso_3_code": "evn",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Oroqen",
+              "iso_1_code": null,
+              "iso_3_code": "orh",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Negidal",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Negidal",
+              "iso_1_code": null,
+              "iso_3_code": "neg",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Southern",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Southeast",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Nanaj",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Nanai",
+                  "iso_1_code": null,
+                  "iso_3_code": "gld",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Orok",
+                  "iso_1_code": null,
+                  "iso_3_code": "oaa",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Ulch",
+                  "iso_1_code": null,
+                  "iso_3_code": "ulc",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Udihe",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Oroch",
+                  "iso_1_code": null,
+                  "iso_3_code": "oac",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Udihe",
+                  "iso_1_code": null,
+                  "iso_3_code": "ude",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Southwest",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Jurchen",
+              "iso_1_code": null,
+              "iso_3_code": "juc",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Manchu",
+              "iso_1_code": null,
+              "iso_3_code": "mnc",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Xibe",
+              "iso_1_code": null,
+              "iso_3_code": "sjo",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Tupian.json b/data/Tupian.json
new file mode 100644
index 0000000000000000000000000000000000000000..44fc37d2ffa6edbd8d94563a8da1d31956b91413
--- /dev/null
+++ b/data/Tupian.json
@@ -0,0 +1,842 @@
+{
+  "name": "Tupian",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Awet\u00ed",
+      "iso_1_code": null,
+      "iso_3_code": "awe",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Kamayur\u00e1",
+      "iso_1_code": null,
+      "iso_3_code": "kay",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Sater\u00e9-Maw\u00e9",
+      "iso_1_code": null,
+      "iso_3_code": "mav",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Zo\u2019\u00e9",
+      "iso_1_code": null,
+      "iso_3_code": "pto",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Purubor\u00e1",
+      "iso_1_code": null,
+      "iso_3_code": "pur",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Arikem",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Arikem",
+          "iso_1_code": null,
+          "iso_3_code": "ait",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kariti\u00e2na",
+          "iso_1_code": null,
+          "iso_3_code": "ktn",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Juruna",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Jur\u00fana",
+          "iso_1_code": null,
+          "iso_3_code": "jur",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Maritsau\u00e1",
+          "iso_1_code": null,
+          "iso_3_code": "msp",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Xipaya",
+          "iso_1_code": null,
+          "iso_3_code": "xiy",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Mond\u00e9",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Mond\u00e9",
+          "iso_1_code": null,
+          "iso_3_code": "mnd",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Suru\u00ed",
+          "iso_1_code": null,
+          "iso_3_code": "sru",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Aru\u00e1",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Aru\u00e1",
+              "iso_1_code": null,
+              "iso_3_code": "arx",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Cinta Larga",
+              "iso_1_code": null,
+              "iso_3_code": "cin",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Gavi\u00e3o do Jiparan\u00e1",
+              "iso_1_code": null,
+              "iso_3_code": "gvo",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Munduruk\u00fa",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Kuru\u00e1ya",
+          "iso_1_code": null,
+          "iso_3_code": "kyr",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Munduruk\u00fa",
+          "iso_1_code": null,
+          "iso_3_code": "myu",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Ramarama",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Karo",
+          "iso_1_code": null,
+          "iso_3_code": "arr",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Urumi",
+          "iso_1_code": null,
+          "iso_3_code": "uru",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Tupar\u00ed",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Akuntsu",
+          "iso_1_code": null,
+          "iso_3_code": "aqz",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kepkiriw\u00e1t",
+          "iso_1_code": null,
+          "iso_3_code": "kpn",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Makur\u00e1p",
+          "iso_1_code": null,
+          "iso_3_code": "mpu",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Sakirabi\u00e1",
+          "iso_1_code": null,
+          "iso_3_code": "skf",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Tupar\u00ed",
+          "iso_1_code": null,
+          "iso_3_code": "tpr",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Wayor\u00f3",
+          "iso_1_code": null,
+          "iso_3_code": "wyr",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Tup\u00ed-Guaran\u00ed",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Arawet\u00e9",
+          "iso_1_code": null,
+          "iso_3_code": "awt",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Guaran\u00ed",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Ach\u00e9",
+              "iso_1_code": null,
+              "iso_3_code": "guq",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Xet\u00e1",
+              "iso_1_code": null,
+              "iso_3_code": "xet",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Guaran\u00ed",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Guaran\u00ed, Paraguayan",
+                  "iso_1_code": "gn",
+                  "iso_3_code": "gug",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Guaran\u00ed, Mby\u00e1",
+                  "iso_1_code": "gn",
+                  "iso_3_code": "gun",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Kaiw\u00e1",
+                  "iso_1_code": null,
+                  "iso_3_code": "kgk",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Guaran\u00ed, Ava",
+                  "iso_1_code": "gn",
+                  "iso_3_code": "nhd",
+                  "tokenizer": null,
+                  "source": "macrolanguage",
+                  "children": []
+                },
+                {
+                  "name": "Pai Tavytera",
+                  "iso_1_code": null,
+                  "iso_3_code": "pta",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "\u00d1andeva",
+                  "iso_1_code": null,
+                  "iso_3_code": "tpj",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Bolivian Guaran\u00ed",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Guaran\u00ed, Western Bolivian",
+                      "iso_1_code": "gn",
+                      "iso_3_code": "gnw",
+                      "tokenizer": null,
+                      "source": "macrolanguage",
+                      "children": []
+                    },
+                    {
+                      "name": "Guaran\u00ed, Eastern Bolivian",
+                      "iso_1_code": "gn",
+                      "iso_3_code": "gui",
+                      "tokenizer": null,
+                      "source": "macrolanguage",
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Guaray\u00fa",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Guarayu",
+              "iso_1_code": null,
+              "iso_3_code": "gyr",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Pauserna",
+              "iso_1_code": null,
+              "iso_3_code": "psm",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Sirion\u00f3",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Jor\u00e1",
+                  "iso_1_code": null,
+                  "iso_3_code": "jor",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Sirion\u00f3",
+                  "iso_1_code": null,
+                  "iso_3_code": "srq",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Yuqui",
+                  "iso_1_code": null,
+                  "iso_3_code": "yuq",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Kawahib",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Apiak\u00e1",
+              "iso_1_code": null,
+              "iso_3_code": "api",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Uru-Pa-In",
+              "iso_1_code": null,
+              "iso_3_code": "urp",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Uru-Eu-Wau-Wau",
+              "iso_1_code": null,
+              "iso_3_code": "urz",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Parintintin",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Amundava",
+                  "iso_1_code": null,
+                  "iso_3_code": "adw",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "J\u00fama",
+                  "iso_1_code": null,
+                  "iso_3_code": "jua",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Karipuna",
+                  "iso_1_code": null,
+                  "iso_3_code": "kuq",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Paranaw\u00e1t",
+                  "iso_1_code": null,
+                  "iso_3_code": "paf",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Tenharim",
+                  "iso_1_code": null,
+                  "iso_3_code": "pah",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Tukumanf\u00e9d",
+                  "iso_1_code": null,
+                  "iso_3_code": "tkf",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Wiraf\u00e9d",
+                  "iso_1_code": null,
+                  "iso_3_code": "wir",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Morerebi",
+                  "iso_1_code": null,
+                  "iso_3_code": "xmo",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Kayab\u00ed",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Asurini of Xing\u00fa",
+              "iso_1_code": null,
+              "iso_3_code": "asn",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kayab\u00ed",
+              "iso_1_code": null,
+              "iso_3_code": "kyz",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Tenetehara",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Av\u00e1-Canoeiro",
+              "iso_1_code": null,
+              "iso_3_code": "avv",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tapirap\u00e9",
+              "iso_1_code": null,
+              "iso_3_code": "taf",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Akwawa",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Asurini, Tocantins",
+                  "iso_1_code": null,
+                  "iso_3_code": "asu",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Suru\u00ed do Par\u00e1",
+                  "iso_1_code": null,
+                  "iso_3_code": "mdz",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Parakan\u00e3",
+                  "iso_1_code": null,
+                  "iso_3_code": "pak",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Tenetehara",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Guajaj\u00e1ra",
+                  "iso_1_code": null,
+                  "iso_3_code": "gub",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Temb\u00e9",
+                  "iso_1_code": null,
+                  "iso_3_code": "tqb",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Tup\u00ed",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Cocama",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Kukama-Kukamiria",
+                  "iso_1_code": null,
+                  "iso_3_code": "cod",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Omagua",
+                  "iso_1_code": null,
+                  "iso_3_code": "omg",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Tup\u00ed",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Potigu\u00e1ra",
+                  "iso_1_code": null,
+                  "iso_3_code": "pog",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Tupinikin",
+                  "iso_1_code": null,
+                  "iso_3_code": "tpk",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Tupinamb\u00e1",
+                  "iso_1_code": null,
+                  "iso_3_code": "tpn",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Nhengatu",
+                  "iso_1_code": null,
+                  "iso_3_code": "yrl",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Wayamp\u00ed",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Aur\u00e1",
+              "iso_1_code": null,
+              "iso_3_code": "aux",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Amanay\u00e9",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Anamb\u00e9",
+                  "iso_1_code": null,
+                  "iso_3_code": "aan",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Amanay\u00e9",
+                  "iso_1_code": null,
+                  "iso_3_code": "ama",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Guaj\u00e1",
+                  "iso_1_code": null,
+                  "iso_3_code": "gvj",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Turiw\u00e1ra",
+                  "iso_1_code": null,
+                  "iso_3_code": "twt",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Kaapor",
+                  "iso_1_code": null,
+                  "iso_3_code": "urb",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Ararandew\u00e1ra",
+                  "iso_1_code": null,
+                  "iso_3_code": "xaj",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Wayamp\u00ed",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Tek\u00f3",
+                  "iso_1_code": null,
+                  "iso_3_code": "eme",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Wayampi",
+                  "iso_1_code": null,
+                  "iso_3_code": "oym",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Turkic.json b/data/Turkic.json
new file mode 100644
index 0000000000000000000000000000000000000000..97603287dba18f663db736dab3f981e8bd5aa0a7
--- /dev/null
+++ b/data/Turkic.json
@@ -0,0 +1,595 @@
+{
+  "name": "Turkic",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": {
+    "name": "azerbaijani",
+    "tokenizer": "SpaCyTokenizer(\"az\")"
+  },
+  "source": "bottom",
+  "children": [
+    {
+      "name": "Urum",
+      "iso_1_code": null,
+      "iso_3_code": "uum",
+      "tokenizer": {
+        "name": "azerbaijani",
+        "tokenizer": "SpaCyTokenizer(\"az\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Bolgar",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "azerbaijani",
+        "tokenizer": "SpaCyTokenizer(\"az\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Chuvash",
+          "iso_1_code": "cv",
+          "iso_3_code": "chv",
+          "tokenizer": {
+            "name": "azerbaijani",
+            "tokenizer": "SpaCyTokenizer(\"az\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Eastern",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "uyghur",
+        "tokenizer": "StanzaTokenizer(\"ug\")"
+      },
+      "source": "bottom",
+      "children": [
+        {
+          "name": "Ainu",
+          "iso_1_code": null,
+          "iso_3_code": "aib",
+          "tokenizer": {
+            "name": "uyghur",
+            "tokenizer": "StanzaTokenizer(\"ug\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Chagatai",
+          "iso_1_code": null,
+          "iso_3_code": "chg",
+          "tokenizer": {
+            "name": "uyghur",
+            "tokenizer": "StanzaTokenizer(\"ug\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Ili Turki",
+          "iso_1_code": null,
+          "iso_3_code": "ili",
+          "tokenizer": {
+            "name": "uyghur",
+            "tokenizer": "StanzaTokenizer(\"ug\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Uyghur",
+          "iso_1_code": "ug",
+          "iso_3_code": "uig",
+          "tokenizer": {
+            "name": "uyghur",
+            "tokenizer": "StanzaTokenizer(\"ug\")"
+          },
+          "source": "own",
+          "children": []
+        },
+        {
+          "name": "Uzbek, Northern",
+          "iso_1_code": "uz",
+          "iso_3_code": "uzn",
+          "tokenizer": {
+            "name": "uyghur",
+            "tokenizer": "StanzaTokenizer(\"ug\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Uzbek, Southern",
+          "iso_1_code": "uz",
+          "iso_3_code": "uzs",
+          "tokenizer": {
+            "name": "uyghur",
+            "tokenizer": "StanzaTokenizer(\"ug\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Yugur, West",
+          "iso_1_code": null,
+          "iso_3_code": "ybe",
+          "tokenizer": {
+            "name": "uyghur",
+            "tokenizer": "StanzaTokenizer(\"ug\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Northern",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "azerbaijani",
+        "tokenizer": "SpaCyTokenizer(\"az\")"
+      },
+      "source": "down",
+      "children": [
+        {
+          "name": "Altai, Southern",
+          "iso_1_code": null,
+          "iso_3_code": "alt",
+          "tokenizer": {
+            "name": "azerbaijani",
+            "tokenizer": "SpaCyTokenizer(\"az\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Altai, Northern",
+          "iso_1_code": null,
+          "iso_3_code": "atv",
+          "tokenizer": {
+            "name": "azerbaijani",
+            "tokenizer": "SpaCyTokenizer(\"az\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Shor",
+          "iso_1_code": null,
+          "iso_3_code": "cjs",
+          "tokenizer": {
+            "name": "azerbaijani",
+            "tokenizer": "SpaCyTokenizer(\"az\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Dolgan",
+          "iso_1_code": null,
+          "iso_3_code": "dlg",
+          "tokenizer": {
+            "name": "azerbaijani",
+            "tokenizer": "SpaCyTokenizer(\"az\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Karagas",
+          "iso_1_code": null,
+          "iso_3_code": "kim",
+          "tokenizer": {
+            "name": "azerbaijani",
+            "tokenizer": "SpaCyTokenizer(\"az\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Khakas",
+          "iso_1_code": null,
+          "iso_3_code": "kjh",
+          "tokenizer": {
+            "name": "azerbaijani",
+            "tokenizer": "SpaCyTokenizer(\"az\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Yakut",
+          "iso_1_code": null,
+          "iso_3_code": "sah",
+          "tokenizer": {
+            "name": "azerbaijani",
+            "tokenizer": "SpaCyTokenizer(\"az\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Tuvan",
+          "iso_1_code": null,
+          "iso_3_code": "tyv",
+          "tokenizer": {
+            "name": "azerbaijani",
+            "tokenizer": "SpaCyTokenizer(\"az\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Southern",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "azerbaijani",
+        "tokenizer": "SpaCyTokenizer(\"az\")"
+      },
+      "source": "bottom",
+      "children": [
+        {
+          "name": "Crimean Tatar",
+          "iso_1_code": null,
+          "iso_3_code": "crh",
+          "tokenizer": {
+            "name": "azerbaijani",
+            "tokenizer": "SpaCyTokenizer(\"az\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Khalaj",
+          "iso_1_code": null,
+          "iso_3_code": "klj",
+          "tokenizer": {
+            "name": "azerbaijani",
+            "tokenizer": "SpaCyTokenizer(\"az\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Kashkay",
+          "iso_1_code": null,
+          "iso_3_code": "qxq",
+          "tokenizer": {
+            "name": "azerbaijani",
+            "tokenizer": "SpaCyTokenizer(\"az\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Salar",
+          "iso_1_code": null,
+          "iso_3_code": "slr",
+          "tokenizer": {
+            "name": "azerbaijani",
+            "tokenizer": "SpaCyTokenizer(\"az\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Azerbaijani",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "azerbaijani",
+            "tokenizer": "SpaCyTokenizer(\"az\")"
+          },
+          "source": "bottom",
+          "children": [
+            {
+              "name": "Azerbaijani, South",
+              "iso_1_code": "az",
+              "iso_3_code": "azb",
+              "tokenizer": {
+                "name": "azerbaijani",
+                "tokenizer": "SpaCyTokenizer(\"az\")"
+              },
+              "source": "macrolanguage",
+              "children": []
+            },
+            {
+              "name": "Azerbaijani, North",
+              "iso_1_code": "az",
+              "iso_3_code": "azj",
+              "tokenizer": {
+                "name": "azerbaijani",
+                "tokenizer": "SpaCyTokenizer(\"az\")"
+              },
+              "source": "macrolanguage",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Turkish",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "turkish",
+            "tokenizer": "SpaCyTokenizer(\"tr\")"
+          },
+          "source": "bottom",
+          "children": [
+            {
+              "name": "Balkan Gagauz Turkish",
+              "iso_1_code": null,
+              "iso_3_code": "bgx",
+              "tokenizer": {
+                "name": "turkish",
+                "tokenizer": "SpaCyTokenizer(\"tr\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Gagauz",
+              "iso_1_code": null,
+              "iso_3_code": "gag",
+              "tokenizer": {
+                "name": "turkish",
+                "tokenizer": "SpaCyTokenizer(\"tr\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Khorasani Turkish",
+              "iso_1_code": null,
+              "iso_3_code": "kmz",
+              "tokenizer": {
+                "name": "turkish",
+                "tokenizer": "SpaCyTokenizer(\"tr\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Turkish",
+              "iso_1_code": "tr",
+              "iso_3_code": "tur",
+              "tokenizer": {
+                "name": "turkish",
+                "tokenizer": "SpaCyTokenizer(\"tr\")"
+              },
+              "source": "own",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Turkmenian",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "azerbaijani",
+            "tokenizer": "SpaCyTokenizer(\"az\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Turkmen",
+              "iso_1_code": "tk",
+              "iso_3_code": "tuk",
+              "tokenizer": {
+                "name": "azerbaijani",
+                "tokenizer": "SpaCyTokenizer(\"az\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Western",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "kirghiz",
+        "tokenizer": "SpaCyTokenizer(\"ky\")"
+      },
+      "source": "bottom",
+      "children": [
+        {
+          "name": "Aralo-Caspian",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "kirghiz",
+            "tokenizer": "SpaCyTokenizer(\"ky\")"
+          },
+          "source": "bottom",
+          "children": [
+            {
+              "name": "Karakalpak",
+              "iso_1_code": null,
+              "iso_3_code": "kaa",
+              "tokenizer": {
+                "name": "kirghiz",
+                "tokenizer": "SpaCyTokenizer(\"ky\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Kazakh",
+              "iso_1_code": "kk",
+              "iso_3_code": "kaz",
+              "tokenizer": {
+                "name": "kazakh",
+                "tokenizer": "StanzaTokenizer(\"kk\")"
+              },
+              "source": "own",
+              "children": []
+            },
+            {
+              "name": "Kyrgyz",
+              "iso_1_code": "ky",
+              "iso_3_code": "kir",
+              "tokenizer": {
+                "name": "kirghiz",
+                "tokenizer": "SpaCyTokenizer(\"ky\")"
+              },
+              "source": "own",
+              "children": []
+            },
+            {
+              "name": "Nogai",
+              "iso_1_code": null,
+              "iso_3_code": "nog",
+              "tokenizer": {
+                "name": "kirghiz",
+                "tokenizer": "SpaCyTokenizer(\"ky\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Kuman",
+              "iso_1_code": null,
+              "iso_3_code": "qwm",
+              "tokenizer": {
+                "name": "kirghiz",
+                "tokenizer": "SpaCyTokenizer(\"ky\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Ponto-Caspian",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "kirghiz",
+            "tokenizer": "SpaCyTokenizer(\"ky\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Krimchak",
+              "iso_1_code": null,
+              "iso_3_code": "jct",
+              "tokenizer": {
+                "name": "kirghiz",
+                "tokenizer": "SpaCyTokenizer(\"ky\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Karaim",
+              "iso_1_code": null,
+              "iso_3_code": "kdr",
+              "tokenizer": {
+                "name": "kirghiz",
+                "tokenizer": "SpaCyTokenizer(\"ky\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Karachay-Balkar",
+              "iso_1_code": null,
+              "iso_3_code": "krc",
+              "tokenizer": {
+                "name": "kirghiz",
+                "tokenizer": "SpaCyTokenizer(\"ky\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Kumyk",
+              "iso_1_code": null,
+              "iso_3_code": "kum",
+              "tokenizer": {
+                "name": "kirghiz",
+                "tokenizer": "SpaCyTokenizer(\"ky\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Uralian",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "tatar",
+            "tokenizer": "SpaCyTokenizer(\"tt\")"
+          },
+          "source": "bottom",
+          "children": [
+            {
+              "name": "Bashkort",
+              "iso_1_code": "ba",
+              "iso_3_code": "bak",
+              "tokenizer": {
+                "name": "tatar",
+                "tokenizer": "SpaCyTokenizer(\"tt\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Chulym",
+              "iso_1_code": null,
+              "iso_3_code": "clw",
+              "tokenizer": {
+                "name": "tatar",
+                "tokenizer": "SpaCyTokenizer(\"tt\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Siberian Tatar",
+              "iso_1_code": null,
+              "iso_3_code": "sty",
+              "tokenizer": {
+                "name": "tatar",
+                "tokenizer": "SpaCyTokenizer(\"tt\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Tatar",
+              "iso_1_code": "tt",
+              "iso_3_code": "tat",
+              "tokenizer": {
+                "name": "tatar",
+                "tokenizer": "SpaCyTokenizer(\"tt\")"
+              },
+              "source": "own",
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Tuu.json b/data/Tuu.json
new file mode 100644
index 0000000000000000000000000000000000000000..47cd5c17b8c6adb3a9462e58df0e3575902608d1
--- /dev/null
+++ b/data/Tuu.json
@@ -0,0 +1,83 @@
+{
+  "name": "Tuu",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "!Ui",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "\u2021Ungkue",
+          "iso_1_code": null,
+          "iso_3_code": "gku",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Seroa",
+          "iso_1_code": null,
+          "iso_3_code": "kqu",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "N\u01c1ng",
+          "iso_1_code": null,
+          "iso_3_code": "ngh",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "\u01c0Xam",
+          "iso_1_code": null,
+          "iso_3_code": "xam",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "\u01c1Xegwi",
+          "iso_1_code": null,
+          "iso_3_code": "xeg",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Taa-Lower Nossob",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Taa",
+          "iso_1_code": null,
+          "iso_3_code": "nmn",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Lower Nossob",
+          "iso_1_code": null,
+          "iso_3_code": "nsb",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Unclassified.json b/data/Unclassified.json
new file mode 100644
index 0000000000000000000000000000000000000000..3f0609a8ddcbb295c4f5c3fc0757168db61b14f4
--- /dev/null
+++ b/data/Unclassified.json
@@ -0,0 +1,449 @@
+{
+  "name": "Unclassified",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Alsea",
+      "iso_1_code": null,
+      "iso_3_code": "aes",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Aguano",
+      "iso_1_code": null,
+      "iso_3_code": "aga",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Awishira",
+      "iso_1_code": null,
+      "iso_3_code": "ash",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Agavotaguerra",
+      "iso_1_code": null,
+      "iso_3_code": "avo",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Ar\u00e1ra, Mato Grosso",
+      "iso_1_code": null,
+      "iso_3_code": "axg",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Bung",
+      "iso_1_code": null,
+      "iso_3_code": "bqd",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Beothuk",
+      "iso_1_code": null,
+      "iso_3_code": "bue",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Carabayo",
+      "iso_1_code": null,
+      "iso_3_code": "cby",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Doso",
+      "iso_1_code": null,
+      "iso_3_code": "dol",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Gail",
+      "iso_1_code": null,
+      "iso_3_code": "gic",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Himarim\u00e3",
+      "iso_1_code": null,
+      "iso_3_code": "hir",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
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+      "iso_1_code": null,
+      "iso_3_code": "hvc",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Kara",
+      "iso_1_code": null,
+      "iso_3_code": "kah",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Lufu",
+      "iso_1_code": null,
+      "iso_3_code": "ldq",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Lepki",
+      "iso_1_code": null,
+      "iso_3_code": "lpe",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Kasabe",
+      "iso_1_code": null,
+      "iso_3_code": "luw",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Majhwar",
+      "iso_1_code": null,
+      "iso_3_code": "mmj",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Mangue",
+      "iso_1_code": null,
+      "iso_3_code": "mom",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Molof",
+      "iso_1_code": null,
+      "iso_3_code": "msl",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Namla",
+      "iso_1_code": null,
+      "iso_3_code": "naa",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Pankarar\u00e9",
+      "iso_1_code": null,
+      "iso_3_code": "pax",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Pijao",
+      "iso_1_code": null,
+      "iso_3_code": "pij",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Polari",
+      "iso_1_code": null,
+      "iso_3_code": "pld",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Mercheros",
+      "iso_1_code": null,
+      "iso_3_code": "quq",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Rer Bare",
+      "iso_1_code": null,
+      "iso_3_code": "rer",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Murkim",
+      "iso_1_code": null,
+      "iso_3_code": "rmh",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Shabo",
+      "iso_1_code": null,
+      "iso_3_code": "sbf",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Kimki",
+      "iso_1_code": null,
+      "iso_3_code": "sbt",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Shanenawa",
+      "iso_1_code": null,
+      "iso_3_code": "swo",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Tingui-Boto",
+      "iso_1_code": null,
+      "iso_3_code": "tgv",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Truk\u00e1",
+      "iso_1_code": null,
+      "iso_3_code": "tka",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Takelma",
+      "iso_1_code": null,
+      "iso_3_code": "tkm",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Tofanma",
+      "iso_1_code": null,
+      "iso_3_code": "tlg",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Trememb\u00e9",
+      "iso_1_code": null,
+      "iso_3_code": "tme",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Traveller Scottish",
+      "iso_1_code": null,
+      "iso_3_code": "trl",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
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+      "iso_1_code": null,
+      "iso_3_code": "ule",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Usku",
+      "iso_1_code": null,
+      "iso_3_code": "ulf",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Kujarge",
+      "iso_1_code": null,
+      "iso_3_code": "vkj",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Wakon\u00e1",
+      "iso_1_code": null,
+      "iso_3_code": "waf",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
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+      "iso_1_code": null,
+      "iso_3_code": "woy",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
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+      "name": "Wasu",
+      "iso_1_code": null,
+      "iso_3_code": "wsu",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
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+      "name": "Waxianghua",
+      "iso_1_code": null,
+      "iso_3_code": "wxa",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Adai",
+      "iso_1_code": null,
+      "iso_3_code": "xad",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Kaimb\u00e9",
+      "iso_1_code": null,
+      "iso_3_code": "xai",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Kenaboi",
+      "iso_1_code": null,
+      "iso_3_code": "xbn",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Kambiw\u00e1",
+      "iso_1_code": null,
+      "iso_3_code": "xbw",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Kembra",
+      "iso_1_code": null,
+      "iso_3_code": "xkw",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Kapinaw\u00e1",
+      "iso_1_code": null,
+      "iso_3_code": "xpn",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Aranama-Tamique",
+      "iso_1_code": null,
+      "iso_3_code": "xrt",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Solano",
+      "iso_1_code": null,
+      "iso_3_code": "xso",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Yitha Yitha",
+      "iso_1_code": null,
+      "iso_3_code": "xth",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Tambora",
+      "iso_1_code": null,
+      "iso_3_code": "xxt",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Pum\u00e9",
+      "iso_1_code": null,
+      "iso_3_code": "yae",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Yeni",
+      "iso_1_code": null,
+      "iso_3_code": "yei",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Yetfa",
+      "iso_1_code": null,
+      "iso_3_code": "yet",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Uralic.json b/data/Uralic.json
new file mode 100644
index 0000000000000000000000000000000000000000..c5d412c4a6cd74419b41bcaf1330558af55efa20
--- /dev/null
+++ b/data/Uralic.json
@@ -0,0 +1,654 @@
+{
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+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": {
+    "name": "hungarian",
+    "tokenizer": "SpaCyTokenizer(\"hu\")"
+  },
+  "source": "bottom",
+  "children": [
+    {
+      "name": "Hungarian",
+      "iso_1_code": "hu",
+      "iso_3_code": "hun",
+      "tokenizer": {
+        "name": "hungarian",
+        "tokenizer": "SpaCyTokenizer(\"hu\")"
+      },
+      "source": "own",
+      "children": []
+    },
+    {
+      "name": "Khanty",
+      "iso_1_code": null,
+      "iso_3_code": "kca",
+      "tokenizer": {
+        "name": "hungarian",
+        "tokenizer": "SpaCyTokenizer(\"hu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Mansi",
+      "iso_1_code": null,
+      "iso_3_code": "mns",
+      "tokenizer": {
+        "name": "hungarian",
+        "tokenizer": "SpaCyTokenizer(\"hu\")"
+      },
+      "source": "down",
+      "children": []
+    },
+    {
+      "name": "Finnic",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "estonian",
+        "tokenizer": "SpaCyTokenizer(\"et\")"
+      },
+      "source": "bottom",
+      "children": [
+        {
+          "name": "Estonian, Standard",
+          "iso_1_code": "et",
+          "iso_3_code": "ekk",
+          "tokenizer": {
+            "name": "estonian",
+            "tokenizer": "SpaCyTokenizer(\"et\")"
+          },
+          "source": "macrolanguage",
+          "children": []
+        },
+        {
+          "name": "Finnish",
+          "iso_1_code": "fi",
+          "iso_3_code": "fin",
+          "tokenizer": {
+            "name": "finnish",
+            "tokenizer": "SpaCyTokenizer(\"fi\")"
+          },
+          "source": "own",
+          "children": []
+        },
+        {
+          "name": "Me\u00e4nkieli",
+          "iso_1_code": null,
+          "iso_3_code": "fit",
+          "tokenizer": {
+            "name": "estonian",
+            "tokenizer": "SpaCyTokenizer(\"et\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
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+          "iso_3_code": "fkv",
+          "tokenizer": {
+            "name": "estonian",
+            "tokenizer": "SpaCyTokenizer(\"et\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
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+          "iso_1_code": null,
+          "iso_3_code": "izh",
+          "tokenizer": {
+            "name": "estonian",
+            "tokenizer": "SpaCyTokenizer(\"et\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
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+          "iso_1_code": null,
+          "iso_3_code": "krl",
+          "tokenizer": {
+            "name": "estonian",
+            "tokenizer": "SpaCyTokenizer(\"et\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
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+          "iso_1_code": null,
+          "iso_3_code": "liv",
+          "tokenizer": {
+            "name": "estonian",
+            "tokenizer": "SpaCyTokenizer(\"et\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Ludian",
+          "iso_1_code": null,
+          "iso_3_code": "lud",
+          "tokenizer": {
+            "name": "estonian",
+            "tokenizer": "SpaCyTokenizer(\"et\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Livvi-Karelian",
+          "iso_1_code": null,
+          "iso_3_code": "olo",
+          "tokenizer": {
+            "name": "estonian",
+            "tokenizer": "SpaCyTokenizer(\"et\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Veps",
+          "iso_1_code": null,
+          "iso_3_code": "vep",
+          "tokenizer": {
+            "name": "estonian",
+            "tokenizer": "SpaCyTokenizer(\"et\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
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+          "iso_1_code": null,
+          "iso_3_code": "vot",
+          "tokenizer": {
+            "name": "estonian",
+            "tokenizer": "SpaCyTokenizer(\"et\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "V\u00f5ro",
+          "iso_1_code": "et",
+          "iso_3_code": "vro",
+          "tokenizer": {
+            "name": "estonian",
+            "tokenizer": "SpaCyTokenizer(\"et\")"
+          },
+          "source": "macrolanguage",
+          "children": []
+        },
+        {
+          "name": "Krevinian",
+          "iso_1_code": null,
+          "iso_3_code": "zkv",
+          "tokenizer": {
+            "name": "estonian",
+            "tokenizer": "SpaCyTokenizer(\"et\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
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+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "hungarian",
+        "tokenizer": "SpaCyTokenizer(\"hu\")"
+      },
+      "source": "down",
+      "children": [
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+          "name": "Mari, Meadow",
+          "iso_1_code": null,
+          "iso_3_code": "mhr",
+          "tokenizer": {
+            "name": "hungarian",
+            "tokenizer": "SpaCyTokenizer(\"hu\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
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+          "iso_1_code": null,
+          "iso_3_code": "mrj",
+          "tokenizer": {
+            "name": "hungarian",
+            "tokenizer": "SpaCyTokenizer(\"hu\")"
+          },
+          "source": "down",
+          "children": []
+        }
+      ]
+    },
+    {
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+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "erzya",
+        "tokenizer": "StanzaTokenizer(\"myv\")"
+      },
+      "source": "bottom",
+      "children": [
+        {
+          "name": "Moksha",
+          "iso_1_code": null,
+          "iso_3_code": "mdf",
+          "tokenizer": {
+            "name": "erzya",
+            "tokenizer": "StanzaTokenizer(\"myv\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Erzya",
+          "iso_1_code": null,
+          "iso_3_code": "myv",
+          "tokenizer": {
+            "name": "erzya",
+            "tokenizer": "StanzaTokenizer(\"myv\")"
+          },
+          "source": "own",
+          "children": []
+        }
+      ]
+    },
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+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "hungarian",
+        "tokenizer": "SpaCyTokenizer(\"hu\")"
+      },
+      "source": "down",
+      "children": [
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+          "iso_1_code": null,
+          "iso_3_code": "udm",
+          "tokenizer": {
+            "name": "hungarian",
+            "tokenizer": "SpaCyTokenizer(\"hu\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Komi",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "hungarian",
+            "tokenizer": "SpaCyTokenizer(\"hu\")"
+          },
+          "source": "down",
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+              "iso_1_code": "kv",
+              "iso_3_code": "koi",
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+                "name": "hungarian",
+                "tokenizer": "SpaCyTokenizer(\"hu\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Komi-Zyrian",
+              "iso_1_code": "kv",
+              "iso_3_code": "kpv",
+              "tokenizer": {
+                "name": "hungarian",
+                "tokenizer": "SpaCyTokenizer(\"hu\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
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+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "northern_sami",
+        "tokenizer": "StanzaTokenizer(\"se\")"
+      },
+      "source": "bottom",
+      "children": [
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+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "northern_sami",
+            "tokenizer": "StanzaTokenizer(\"se\")"
+          },
+          "source": "down",
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+              "iso_3_code": "sia",
+              "tokenizer": {
+                "name": "northern_sami",
+                "tokenizer": "StanzaTokenizer(\"se\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Saami, Kildin",
+              "iso_1_code": null,
+              "iso_3_code": "sjd",
+              "tokenizer": {
+                "name": "northern_sami",
+                "tokenizer": "StanzaTokenizer(\"se\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Saami, Kemi",
+              "iso_1_code": null,
+              "iso_3_code": "sjk",
+              "tokenizer": {
+                "name": "northern_sami",
+                "tokenizer": "StanzaTokenizer(\"se\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Saami, Ter",
+              "iso_1_code": null,
+              "iso_3_code": "sjt",
+              "tokenizer": {
+                "name": "northern_sami",
+                "tokenizer": "StanzaTokenizer(\"se\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Saami, Inari",
+              "iso_1_code": null,
+              "iso_3_code": "smn",
+              "tokenizer": {
+                "name": "northern_sami",
+                "tokenizer": "StanzaTokenizer(\"se\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Saami, Skolt",
+              "iso_1_code": null,
+              "iso_3_code": "sms",
+              "tokenizer": {
+                "name": "northern_sami",
+                "tokenizer": "StanzaTokenizer(\"se\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Southern",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "northern_sami",
+            "tokenizer": "StanzaTokenizer(\"se\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Saami, Ume",
+              "iso_1_code": null,
+              "iso_3_code": "sju",
+              "tokenizer": {
+                "name": "northern_sami",
+                "tokenizer": "StanzaTokenizer(\"se\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Western",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "northern_sami",
+            "tokenizer": "StanzaTokenizer(\"se\")"
+          },
+          "source": "bottom",
+          "children": [
+            {
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+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "northern_sami",
+                "tokenizer": "StanzaTokenizer(\"se\")"
+              },
+              "source": "bottom",
+              "children": [
+                {
+                  "name": "Saami, Pite",
+                  "iso_1_code": null,
+                  "iso_3_code": "sje",
+                  "tokenizer": {
+                    "name": "northern_sami",
+                    "tokenizer": "StanzaTokenizer(\"se\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Saami, North",
+                  "iso_1_code": "se",
+                  "iso_3_code": "sme",
+                  "tokenizer": {
+                    "name": "northern_sami",
+                    "tokenizer": "StanzaTokenizer(\"se\")"
+                  },
+                  "source": "own",
+                  "children": []
+                },
+                {
+                  "name": "Saami, Lule",
+                  "iso_1_code": null,
+                  "iso_3_code": "smj",
+                  "tokenizer": {
+                    "name": "northern_sami",
+                    "tokenizer": "StanzaTokenizer(\"se\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Southern",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "northern_sami",
+                "tokenizer": "StanzaTokenizer(\"se\")"
+              },
+              "source": "down",
+              "children": [
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+                  "iso_1_code": null,
+                  "iso_3_code": "sma",
+                  "tokenizer": {
+                    "name": "northern_sami",
+                    "tokenizer": "StanzaTokenizer(\"se\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    },
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+      "name": "Samoyed",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": {
+        "name": "hungarian",
+        "tokenizer": "SpaCyTokenizer(\"hu\")"
+      },
+      "source": "down",
+      "children": [
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+          "iso_1_code": null,
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+          "tokenizer": {
+            "name": "hungarian",
+            "tokenizer": "SpaCyTokenizer(\"hu\")"
+          },
+          "source": "down",
+          "children": []
+        },
+        {
+          "name": "Northern Samoyed",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "hungarian",
+            "tokenizer": "SpaCyTokenizer(\"hu\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Nganasan",
+              "iso_1_code": null,
+              "iso_3_code": "nio",
+              "tokenizer": {
+                "name": "hungarian",
+                "tokenizer": "SpaCyTokenizer(\"hu\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
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+              "iso_1_code": null,
+              "iso_3_code": "yrk",
+              "tokenizer": {
+                "name": "hungarian",
+                "tokenizer": "SpaCyTokenizer(\"hu\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Enets",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": {
+                "name": "hungarian",
+                "tokenizer": "SpaCyTokenizer(\"hu\")"
+              },
+              "source": "down",
+              "children": [
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+                  "name": "Enets, Forest",
+                  "iso_1_code": null,
+                  "iso_3_code": "enf",
+                  "tokenizer": {
+                    "name": "hungarian",
+                    "tokenizer": "SpaCyTokenizer(\"hu\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Enets, Tundra",
+                  "iso_1_code": null,
+                  "iso_3_code": "enh",
+                  "tokenizer": {
+                    "name": "hungarian",
+                    "tokenizer": "SpaCyTokenizer(\"hu\")"
+                  },
+                  "source": "down",
+                  "children": []
+                },
+                {
+                  "name": "Yurats",
+                  "iso_1_code": null,
+                  "iso_3_code": "rts",
+                  "tokenizer": {
+                    "name": "hungarian",
+                    "tokenizer": "SpaCyTokenizer(\"hu\")"
+                  },
+                  "source": "down",
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Southern Samoyed",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": {
+            "name": "hungarian",
+            "tokenizer": "SpaCyTokenizer(\"hu\")"
+          },
+          "source": "down",
+          "children": [
+            {
+              "name": "Selkup",
+              "iso_1_code": null,
+              "iso_3_code": "sel",
+              "tokenizer": {
+                "name": "hungarian",
+                "tokenizer": "SpaCyTokenizer(\"hu\")"
+              },
+              "source": "down",
+              "children": []
+            },
+            {
+              "name": "Kamas",
+              "iso_1_code": null,
+              "iso_3_code": "xas",
+              "tokenizer": {
+                "name": "hungarian",
+                "tokenizer": "SpaCyTokenizer(\"hu\")"
+              },
+              "source": "down",
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Uto-Aztecan.json b/data/Uto-Aztecan.json
new file mode 100644
index 0000000000000000000000000000000000000000..c75976361b1bbfbb6abfe1e5b5de3179d50d4ddd
--- /dev/null
+++ b/data/Uto-Aztecan.json
@@ -0,0 +1,701 @@
+{
+  "name": "Uto-Aztecan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Northern Uto-Aztecan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Hopi",
+          "iso_1_code": null,
+          "iso_3_code": "hop",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "T\u00fcbatulabal",
+          "iso_1_code": null,
+          "iso_3_code": "tub",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Numic",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Central",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Comanche",
+                  "iso_1_code": null,
+                  "iso_3_code": "com",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Timbisha",
+                  "iso_1_code": null,
+                  "iso_3_code": "par",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Shoshoni",
+                  "iso_1_code": null,
+                  "iso_3_code": "shh",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Southern",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Ute-Southern Paiute",
+                  "iso_1_code": null,
+                  "iso_3_code": "ute",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Kawaiisu",
+                  "iso_1_code": null,
+                  "iso_3_code": "xaw",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Western",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Mono",
+                  "iso_1_code": null,
+                  "iso_3_code": "mnr",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Paiute, Northern",
+                  "iso_1_code": null,
+                  "iso_3_code": "pao",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Takic",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Luise\u00f1o",
+              "iso_1_code": null,
+              "iso_3_code": "lui",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Serrano",
+              "iso_1_code": null,
+              "iso_3_code": "ser",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Gabrielino-Fernande\u00f1o",
+              "iso_1_code": null,
+              "iso_3_code": "xgf",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Cahuilla",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Cahuilla",
+                  "iso_1_code": null,
+                  "iso_3_code": "chl",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Cupe\u00f1o",
+                  "iso_1_code": null,
+                  "iso_3_code": "cup",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Southern Uto-Aztecan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Corachol-Aztecan",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Pochutec",
+              "iso_1_code": null,
+              "iso_3_code": "xpo",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Cora-Huichol",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Huichol",
+                  "iso_1_code": null,
+                  "iso_3_code": "hch",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Cora",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Cora, Santa Teresa",
+                      "iso_1_code": null,
+                      "iso_3_code": "cok",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Cora, El Nayar",
+                      "iso_1_code": null,
+                      "iso_3_code": "crn",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            },
+            {
+              "name": "Core Nahua",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Nahuat",
+                  "iso_1_code": null,
+                  "iso_3_code": "ppl",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Nahuatl",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Nahuatl, Eastern Durango",
+                      "iso_1_code": null,
+                      "iso_3_code": "azd",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Western Durango",
+                      "iso_1_code": null,
+                      "iso_3_code": "azn",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Highland Puebla",
+                      "iso_1_code": null,
+                      "iso_3_code": "azz",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Coatepec",
+                      "iso_1_code": null,
+                      "iso_3_code": "naz",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Central Huasteca",
+                      "iso_1_code": null,
+                      "iso_3_code": "nch",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Northern Puebla",
+                      "iso_1_code": null,
+                      "iso_3_code": "ncj",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Michoac\u00e1n",
+                      "iso_1_code": null,
+                      "iso_3_code": "ncl",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Central Puebla",
+                      "iso_1_code": null,
+                      "iso_3_code": "ncx",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Guerrero",
+                      "iso_1_code": null,
+                      "iso_3_code": "ngu",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Tabasco",
+                      "iso_1_code": null,
+                      "iso_3_code": "nhc",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Eastern Huasteca",
+                      "iso_1_code": null,
+                      "iso_3_code": "nhe",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Tetelcingo",
+                      "iso_1_code": null,
+                      "iso_3_code": "nhg",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Zacatl\u00e1n-Ahuacatl\u00e1n-Tepetzintla",
+                      "iso_1_code": null,
+                      "iso_3_code": "nhi",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Isthmus-Cosoleacaque",
+                      "iso_1_code": null,
+                      "iso_3_code": "nhk",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Morelos",
+                      "iso_1_code": null,
+                      "iso_3_code": "nhm",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Central",
+                      "iso_1_code": null,
+                      "iso_3_code": "nhn",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Isthmus-Pajapan",
+                      "iso_1_code": null,
+                      "iso_3_code": "nhp",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Huaxcaleca",
+                      "iso_1_code": null,
+                      "iso_3_code": "nhq",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Ometepec",
+                      "iso_1_code": null,
+                      "iso_3_code": "nht",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Temascaltepec",
+                      "iso_1_code": null,
+                      "iso_3_code": "nhv",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Western Huasteca",
+                      "iso_1_code": null,
+                      "iso_3_code": "nhw",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Isthmus-Mecayapan",
+                      "iso_1_code": null,
+                      "iso_3_code": "nhx",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Northern Oaxaca",
+                      "iso_1_code": null,
+                      "iso_3_code": "nhy",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Santa Mar\u00eda la Alta",
+                      "iso_1_code": null,
+                      "iso_3_code": "nhz",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Orizaba",
+                      "iso_1_code": null,
+                      "iso_3_code": "nlv",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Southeastern Puebla",
+                      "iso_1_code": null,
+                      "iso_3_code": "npl",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Sierra Negra",
+                      "iso_1_code": null,
+                      "iso_3_code": "nsu",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Nahuatl, Tlamacazapa",
+                      "iso_1_code": null,
+                      "iso_3_code": "nuz",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Pimic",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Tohono O\u2019odham",
+              "iso_1_code": null,
+              "iso_3_code": "ood",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Pima Bajo",
+              "iso_1_code": null,
+              "iso_3_code": "pia",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tepecano",
+              "iso_1_code": null,
+              "iso_3_code": "tep",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tepehuan",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Tepehuan, Northern",
+                  "iso_1_code": null,
+                  "iso_3_code": "ntp",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Tepehuan, Southeastern",
+                  "iso_1_code": null,
+                  "iso_3_code": "stp",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Tepehuan, Southwestern",
+                  "iso_1_code": null,
+                  "iso_3_code": "tla",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "name": "Taracahitic",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Tubar",
+              "iso_1_code": null,
+              "iso_3_code": "tbu",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Cahitan",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Mayo",
+                  "iso_1_code": null,
+                  "iso_3_code": "mfy",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Yaqui",
+                  "iso_1_code": null,
+                  "iso_3_code": "yaq",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Opatan",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Eudeve",
+                  "iso_1_code": null,
+                  "iso_3_code": "eud",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Opata",
+                  "iso_1_code": null,
+                  "iso_3_code": "opt",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            },
+            {
+              "name": "Tarahumaran",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Huarij\u00edo",
+                  "iso_1_code": null,
+                  "iso_3_code": "var",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Tarahumara",
+                  "iso_1_code": null,
+                  "iso_3_code": null,
+                  "tokenizer": null,
+                  "source": null,
+                  "children": [
+                    {
+                      "name": "Tarahumara, Western",
+                      "iso_1_code": null,
+                      "iso_3_code": "tac",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Tarahumara, Central",
+                      "iso_1_code": null,
+                      "iso_3_code": "tar",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Tarahumara, Southeastern",
+                      "iso_1_code": null,
+                      "iso_3_code": "tcu",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Tarahumara, Northern",
+                      "iso_1_code": null,
+                      "iso_3_code": "thh",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    },
+                    {
+                      "name": "Tarahumara, Southwestern",
+                      "iso_1_code": null,
+                      "iso_3_code": "twr",
+                      "tokenizer": null,
+                      "source": null,
+                      "children": []
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Wakashan.json b/data/Wakashan.json
new file mode 100644
index 0000000000000000000000000000000000000000..6bad9592c1ff64f7de024c9416108b80d55d5ec0
--- /dev/null
+++ b/data/Wakashan.json
@@ -0,0 +1,84 @@
+{
+  "name": "Wakashan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Northern Wakashan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Haisla",
+          "iso_1_code": null,
+          "iso_3_code": "has",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kwakiutlan",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Heiltsuk",
+              "iso_1_code": null,
+              "iso_3_code": "hei",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kwakwala",
+              "iso_1_code": null,
+              "iso_3_code": "kwk",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "Southern Wakashan",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Ditidaht",
+          "iso_1_code": null,
+          "iso_3_code": "dtd",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Makah",
+          "iso_1_code": null,
+          "iso_3_code": "myh",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Nuu-chah-nulth",
+          "iso_1_code": null,
+          "iso_3_code": "nuk",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/West Papuan.json b/data/West Papuan.json
new file mode 100644
index 0000000000000000000000000000000000000000..58f135915a664a7cf0376a60d693f53a481e3ad1
--- /dev/null
+++ b/data/West Papuan.json	
@@ -0,0 +1,256 @@
+{
+  "name": "West Papuan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "North Halmahera",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Galela-Loloda",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Galela",
+              "iso_1_code": null,
+              "iso_3_code": "gbi",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Laba",
+              "iso_1_code": null,
+              "iso_3_code": "lau",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Loloda",
+              "iso_1_code": null,
+              "iso_3_code": "loa",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Modole",
+              "iso_1_code": null,
+              "iso_3_code": "mqo",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Pagu",
+              "iso_1_code": null,
+              "iso_3_code": "pgu",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tabaru",
+              "iso_1_code": null,
+              "iso_3_code": "tby",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tobelo",
+              "iso_1_code": null,
+              "iso_3_code": "tlb",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tugutil",
+              "iso_1_code": null,
+              "iso_3_code": "tuj",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Sahu",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Gamkonora",
+              "iso_1_code": null,
+              "iso_3_code": "gak",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Ibu",
+              "iso_1_code": null,
+              "iso_3_code": "ibu",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Kao",
+              "iso_1_code": null,
+              "iso_3_code": "kax",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Sahu",
+              "iso_1_code": null,
+              "iso_3_code": "saj",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Waioli",
+              "iso_1_code": null,
+              "iso_3_code": "wli",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "Ternate-Tidore",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Ternate",
+              "iso_1_code": null,
+              "iso_3_code": "tft",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Tidore",
+              "iso_1_code": null,
+              "iso_3_code": "tvo",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        },
+        {
+          "name": "West Makian",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Makian, West",
+              "iso_1_code": null,
+              "iso_3_code": "mqs",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "name": "West Bird\u2019s Head",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Tehit",
+          "iso_1_code": null,
+          "iso_3_code": "kps",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Kalabra",
+          "iso_1_code": null,
+          "iso_3_code": "kzz",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Moraid",
+          "iso_1_code": null,
+          "iso_3_code": "msg",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Moi Kelim",
+          "iso_1_code": null,
+          "iso_3_code": "mxn",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Moi Lemas",
+          "iso_1_code": null,
+          "iso_3_code": "sbg",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Yapen",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Saweru",
+          "iso_1_code": null,
+          "iso_3_code": "swr",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Yawa",
+          "iso_1_code": null,
+          "iso_3_code": "yva",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Wintuan.json b/data/Wintuan.json
new file mode 100644
index 0000000000000000000000000000000000000000..94150961d96aa9edd47bf618ab1972aa5600ab7e
--- /dev/null
+++ b/data/Wintuan.json
@@ -0,0 +1,33 @@
+{
+  "name": "Wintuan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Nomlaki",
+      "iso_1_code": null,
+      "iso_3_code": "nol",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Patwin",
+      "iso_1_code": null,
+      "iso_3_code": "pwi",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Wintu",
+      "iso_1_code": null,
+      "iso_3_code": "wnw",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Witotoan.json b/data/Witotoan.json
new file mode 100644
index 0000000000000000000000000000000000000000..3aacf1cf43b06db02c6d598e81135d40ef277b8a
--- /dev/null
+++ b/data/Witotoan.json
@@ -0,0 +1,101 @@
+{
+  "name": "Witotoan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Nonuya",
+      "iso_1_code": null,
+      "iso_3_code": "noj",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Proto-Bora-Muinane",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Muinane",
+          "iso_1_code": null,
+          "iso_3_code": "bmr",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Bora",
+          "iso_1_code": null,
+          "iso_3_code": "boa",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Proto-Huitoto-Ocaina",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Ocaina",
+          "iso_1_code": null,
+          "iso_3_code": "oca",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Early Huitoto",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Witoto, Nipode",
+              "iso_1_code": null,
+              "iso_3_code": "hux",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Proto-Minica-Murui",
+              "iso_1_code": null,
+              "iso_3_code": null,
+              "tokenizer": null,
+              "source": null,
+              "children": [
+                {
+                  "name": "Witoto, Minika",
+                  "iso_1_code": null,
+                  "iso_3_code": "hto",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                },
+                {
+                  "name": "Witoto, Murui",
+                  "iso_1_code": null,
+                  "iso_3_code": "huu",
+                  "tokenizer": null,
+                  "source": null,
+                  "children": []
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Yaguan.json b/data/Yaguan.json
new file mode 100644
index 0000000000000000000000000000000000000000..fef899f2400881d4966327b75e7d7b46d5c7b46e
--- /dev/null
+++ b/data/Yaguan.json
@@ -0,0 +1,25 @@
+{
+  "name": "Yaguan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Yagua",
+      "iso_1_code": null,
+      "iso_3_code": "yad",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Yameo",
+      "iso_1_code": null,
+      "iso_3_code": "yme",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Yanomaman.json b/data/Yanomaman.json
new file mode 100644
index 0000000000000000000000000000000000000000..d3c47b0bf9a651154974b8d37f75a66349732493
--- /dev/null
+++ b/data/Yanomaman.json
@@ -0,0 +1,49 @@
+{
+  "name": "Yanomaman",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Yanomam\u00f6",
+      "iso_1_code": null,
+      "iso_3_code": "guu",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Ninam",
+      "iso_1_code": null,
+      "iso_3_code": "shb",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Yanom\u00e1mi",
+      "iso_1_code": null,
+      "iso_3_code": "wca",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Sanum\u00e1",
+      "iso_1_code": null,
+      "iso_3_code": "xsu",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Yaroam\u00eb",
+      "iso_1_code": null,
+      "iso_3_code": "yro",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Yele-West New Britain.json b/data/Yele-West New Britain.json
new file mode 100644
index 0000000000000000000000000000000000000000..9f6644977ef6d478ee7ef815ace4111153b9294d
--- /dev/null
+++ b/data/Yele-West New Britain.json	
@@ -0,0 +1,51 @@
+{
+  "name": "Yele-West New Britain",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "West New Britain",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Anem",
+          "iso_1_code": null,
+          "iso_3_code": "anz",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Pele-Ata",
+          "iso_1_code": null,
+          "iso_3_code": "ata",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Yele",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Y\u00e9l\u00ee Dnye",
+          "iso_1_code": null,
+          "iso_3_code": "yle",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Yeniseian.json b/data/Yeniseian.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a5c4b188ea839154dbaa0628af8442ca00cf35d
--- /dev/null
+++ b/data/Yeniseian.json
@@ -0,0 +1,49 @@
+{
+  "name": "Yeniseian",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Ket",
+      "iso_1_code": null,
+      "iso_3_code": "ket",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Pumpokol",
+      "iso_1_code": null,
+      "iso_3_code": "xpm",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Arin",
+      "iso_1_code": null,
+      "iso_3_code": "xrn",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Yug",
+      "iso_1_code": null,
+      "iso_3_code": "yug",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Kott",
+      "iso_1_code": null,
+      "iso_3_code": "zko",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Yokutsan.json b/data/Yokutsan.json
new file mode 100644
index 0000000000000000000000000000000000000000..ee2023dc022bffe41eaf50e02b85d5a726482aa0
--- /dev/null
+++ b/data/Yokutsan.json
@@ -0,0 +1,17 @@
+{
+  "name": "Yokutsan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Yokuts",
+      "iso_1_code": null,
+      "iso_3_code": "yok",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Yuat.json b/data/Yuat.json
new file mode 100644
index 0000000000000000000000000000000000000000..d58f4afa806ca04f37c374cba1f69b370611f708
--- /dev/null
+++ b/data/Yuat.json
@@ -0,0 +1,49 @@
+{
+  "name": "Yuat",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Bun",
+      "iso_1_code": null,
+      "iso_3_code": "buv",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Biwat",
+      "iso_1_code": null,
+      "iso_3_code": "bwm",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Changriwa",
+      "iso_1_code": null,
+      "iso_3_code": "cga",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Kyenele",
+      "iso_1_code": null,
+      "iso_3_code": "kql",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Mekmek",
+      "iso_1_code": null,
+      "iso_3_code": "mvk",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Yukaghir.json b/data/Yukaghir.json
new file mode 100644
index 0000000000000000000000000000000000000000..7edbcd2f6471aa066e0c35339e1997258093be6b
--- /dev/null
+++ b/data/Yukaghir.json
@@ -0,0 +1,41 @@
+{
+  "name": "Yukaghir",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Omok",
+      "iso_1_code": null,
+      "iso_3_code": "omk",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Chuvantsy",
+      "iso_1_code": null,
+      "iso_3_code": "xcv",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Yukaghir, Northern",
+      "iso_1_code": null,
+      "iso_3_code": "ykg",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Yukaghir, Southern",
+      "iso_1_code": null,
+      "iso_3_code": "yux",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Yukian.json b/data/Yukian.json
new file mode 100644
index 0000000000000000000000000000000000000000..4a75555815b235c7f75c27a7c62067ceac76ba9e
--- /dev/null
+++ b/data/Yukian.json
@@ -0,0 +1,34 @@
+{
+  "name": "Yukian",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Wappo",
+      "iso_1_code": null,
+      "iso_3_code": "wao",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Core Yukian",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Yuki",
+          "iso_1_code": null,
+          "iso_3_code": "yuk",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Zamucoan.json b/data/Zamucoan.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f28f5db1c0033dfb87213a054c10aac1e01617b
--- /dev/null
+++ b/data/Zamucoan.json
@@ -0,0 +1,25 @@
+{
+  "name": "Zamucoan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Ayoreo",
+      "iso_1_code": null,
+      "iso_3_code": "ayo",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    },
+    {
+      "name": "Chamacoco",
+      "iso_1_code": null,
+      "iso_3_code": "ceg",
+      "tokenizer": null,
+      "source": null,
+      "children": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/Zaparoan.json b/data/Zaparoan.json
new file mode 100644
index 0000000000000000000000000000000000000000..c174221000cafff838922cbb01cc29a0b6f046f3
--- /dev/null
+++ b/data/Zaparoan.json
@@ -0,0 +1,76 @@
+{
+  "name": "Zaparoan",
+  "iso_1_code": null,
+  "iso_3_code": null,
+  "tokenizer": null,
+  "source": null,
+  "children": [
+    {
+      "name": "Iquito-Cahuarano",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Cahuarano",
+          "iso_1_code": null,
+          "iso_3_code": "cah",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Iquitu",
+          "iso_1_code": null,
+          "iso_3_code": "iqu",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        }
+      ]
+    },
+    {
+      "name": "Z\u00e1paro",
+      "iso_1_code": null,
+      "iso_3_code": null,
+      "tokenizer": null,
+      "source": null,
+      "children": [
+        {
+          "name": "Z\u00e1paro",
+          "iso_1_code": null,
+          "iso_3_code": "zro",
+          "tokenizer": null,
+          "source": null,
+          "children": []
+        },
+        {
+          "name": "Arabela-Andoa",
+          "iso_1_code": null,
+          "iso_3_code": null,
+          "tokenizer": null,
+          "source": null,
+          "children": [
+            {
+              "name": "Andoa",
+              "iso_1_code": null,
+              "iso_3_code": "anb",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            },
+            {
+              "name": "Arabela",
+              "iso_1_code": null,
+              "iso_3_code": "arl",
+              "tokenizer": null,
+              "source": null,
+              "children": []
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/index.html b/index.html
index b0c4b3666032a737f3903db53e6a8a9272483e28..642425200ad459d607555ea8c7649df1f2ac0dc8 100644
--- a/index.html
+++ b/index.html
@@ -1,19 +1,183 @@
-<!doctype html>
-<html>
-	<head>
-		<meta charset="utf-8" />
-		<meta name="viewport" content="width=device-width" />
-		<title>My static Space</title>
-		<link rel="stylesheet" href="style.css" />
-	</head>
-	<body>
-		<div class="card">
-			<h1>Welcome to your static Space!</h1>
-			<p>You can modify this app directly by editing <i>index.html</i> in the Files and versions tab.</p>
-			<p>
-				Also don't forget to check the
-				<a href="https://huggingface.co/docs/hub/spaces" target="_blank">Spaces documentation</a>.
-			</p>
-		</div>
-	</body>
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Language Families</title>
+    <link rel="stylesheet" href="style.css">
+</head>
+<body>
+    <div id="tree-container">
+        <div id="controls">
+            <label for="language-family-select">Select a language family:</label>
+            <select id="language-family-select">
+                <option value="Abkhaz-Adyghe">Abkhaz-Adyghe</option>
+                    <option value="Afro-Asiatic">Afro-Asiatic</option>
+                    <option value="Algic">Algic</option>
+                    <option value="Amto-Musan">Amto-Musan</option>
+                    <option value="Andamanese">Andamanese</option>
+                    <option value="Arafundi">Arafundi</option>
+                    <option value="Arai (Left May)">Arai (Left May)</option>
+                    <option value="Arauan">Arauan</option>
+                    <option value="Australian">Australian</option>
+                    <option value="Austro-Asiatic">Austro-Asiatic</option>
+                    <option value="Austronesian">Austronesian</option>
+                    <option value="Aymaran">Aymaran</option>
+                    <option value="Barbacoan">Barbacoan</option>
+                    <option value="Bayono-Awbono">Bayono-Awbono</option>
+                    <option value="Border">Border</option>
+                    <option value="Bororoan">Bororoan</option>
+                    <option value="Botocudoan">Botocudoan</option>
+                    <option value="Caddoan">Caddoan</option>
+                    <option value="Cahuapanan">Cahuapanan</option>
+                    <option value="Cariban">Cariban</option>
+                    <option value="Central Solomons">Central Solomons</option>
+                    <option value="Chapacuran">Chapacuran</option>
+                    <option value="Chibchan">Chibchan</option>
+                    <option value="Chimakuan">Chimakuan</option>
+                    <option value="Chinookan">Chinookan</option>
+                    <option value="Chipaya-Uru">Chipaya-Uru</option>
+                    <option value="Chocoan">Chocoan</option>
+                    <option value="Cholonan">Cholonan</option>
+                    <option value="Chon">Chon</option>
+                    <option value="Chukotko-Kamchatkan">Chukotko-Kamchatkan</option>
+                    <option value="Chumashan">Chumashan</option>
+                    <option value="Cochimí-Yuman">Cochimí-Yuman</option>
+                    <option value="Comecrudan">Comecrudan</option>
+                    <option value="Constructed language">Constructed language</option>
+                    <option value="Coosan">Coosan</option>
+                    <option value="Creole">Creole</option>
+                    <option value="Dravidian">Dravidian</option>
+                    <option value="East Bird’s Head-Sentani">East Bird’s Head-Sentani</option>
+                    <option value="East Geelvink Bay">East Geelvink Bay</option>
+                    <option value="East New Britain">East New Britain</option>
+                    <option value="Eastern Trans-Fly">Eastern Trans-Fly</option>
+                    <option value="Eskimo-Aleut">Eskimo-Aleut</option>
+                    <option value="Eyak-Athabaskan">Eyak-Athabaskan</option>
+                    <option value="Fas">Fas</option>
+                    <option value="Guajiboan">Guajiboan</option>
+                    <option value="Guaykuruan">Guaykuruan</option>
+                    <option value="Gum">Gum</option>
+                    <option value="Haida">Haida</option>
+                    <option value="Harákmbut">Harákmbut</option>
+                    <option value="Hmong-Mien">Hmong-Mien</option>
+                    <option value="Huavean">Huavean</option>
+                    <option value="Indo-European">Indo-European</option>
+                    <option value="Iroquoian">Iroquoian</option>
+                    <option value="Jabutian">Jabutian</option>
+                    <option value="Japonic">Japonic</option>
+                    <option value="Jean">Jean</option>
+                    <option value="Jicaquean">Jicaquean</option>
+                    <option value="Jivaroan">Jivaroan</option>
+                    <option value="Kamakanan">Kamakanan</option>
+                    <option value="Karajá">Karajá</option>
+                    <option value="Kartvelian">Kartvelian</option>
+                    <option value="Katukinan">Katukinan</option>
+                    <option value="Kaure">Kaure</option>
+                    <option value="Kaweskaran">Kaweskaran</option>
+                    <option value="Keresan">Keresan</option>
+                    <option value="Khoe-Kwadi">Khoe-Kwadi</option>
+                    <option value="Kiowa-Tanoan">Kiowa-Tanoan</option>
+                    <option value="Koreanic">Koreanic</option>
+                    <option value="Kra-Dai">Kra-Dai</option>
+                    <option value="Kuki-Chin-Naga">Kuki-Chin-Naga</option>
+                    <option value="Kwomtari">Kwomtari</option>
+                    <option value="Kx’a">Kx’a</option>
+                    <option value="Lakes Plain">Lakes Plain</option>
+                    <option value="Language isolate">Language isolate</option>
+                    <option value="Lencan">Lencan</option>
+                    <option value="Lower Mamberamo">Lower Mamberamo</option>
+                    <option value="Maiduan">Maiduan</option>
+                    <option value="Maipurean">Maipurean</option>
+                    <option value="Mairasi">Mairasi</option>
+                    <option value="Mapudungu">Mapudungu</option>
+                    <option value="Mascoyan">Mascoyan</option>
+                    <option value="Matacoan">Matacoan</option>
+                    <option value="Maxakalian">Maxakalian</option>
+                    <option value="Mayan">Mayan</option>
+                    <option value="Maybrat">Maybrat</option>
+                    <option value="Misumalpan">Misumalpan</option>
+                    <option value="Miwok-Costanoan">Miwok-Costanoan</option>
+                    <option value="Mixe-Zoquean">Mixe-Zoquean</option>
+                    <option value="Mixed language">Mixed language</option>
+                    <option value="Mongol-Langam">Mongol-Langam</option>
+                    <option value="Mongolic">Mongolic</option>
+                    <option value="Mosetenan">Mosetenan</option>
+                    <option value="Muran">Muran</option>
+                    <option value="Muskogean">Muskogean</option>
+                    <option value="Nakh-Daghestanian">Nakh-Daghestanian</option>
+                    <option value="Nambikwara">Nambikwara</option>
+                    <option value="Niger-Congo">Niger-Congo</option>
+                    <option value="Nilo-Saharan">Nilo-Saharan</option>
+                    <option value="Nimboran">Nimboran</option>
+                    <option value="North Bougainville">North Bougainville</option>
+                    <option value="Otomanguean">Otomanguean</option>
+                    <option value="Paezan">Paezan</option>
+                    <option value="Palaihnihan">Palaihnihan</option>
+                    <option value="Panoan">Panoan</option>
+                    <option value="Pauwasi">Pauwasi</option>
+                    <option value="Piawi">Piawi</option>
+                    <option value="Pidgin">Pidgin</option>
+                    <option value="Pomoan">Pomoan</option>
+                    <option value="Puinavean">Puinavean</option>
+                    <option value="Purian">Purian</option>
+                    <option value="Quechuan">Quechuan</option>
+                    <option value="Ramu-Lower Sepik">Ramu-Lower Sepik</option>
+                    <option value="Sahaptian">Sahaptian</option>
+                    <option value="Salish">Salish</option>
+                    <option value="Senagi">Senagi</option>
+                    <option value="Sepik">Sepik</option>
+                    <option value="Sign language">Sign language</option>
+                    <option value="Sino-Tibetan">Sino-Tibetan</option>
+                    <option value="Siouan-Catawban">Siouan-Catawban</option>
+                    <option value="Skou">Skou</option>
+                    <option value="Somahai">Somahai</option>
+                    <option value="South-Central Papuan">South-Central Papuan</option>
+                    <option value="South Bougainville">South Bougainville</option>
+                    <option value="Sálivan">Sálivan</option>
+                    <option value="Tacanan">Tacanan</option>
+                    <option value="Takelman">Takelman</option>
+                    <option value="Tarascan">Tarascan</option>
+                    <option value="Tequistlatecan">Tequistlatecan</option>
+                    <option value="Tiniguan">Tiniguan</option>
+                    <option value="Tor-Kwerba">Tor-Kwerba</option>
+                    <option value="Torricelli">Torricelli</option>
+                    <option value="Totonacan">Totonacan</option>
+                    <option value="Trans-New Guinea">Trans-New Guinea</option>
+                    <option value="Tsimshian">Tsimshian</option>
+                    <option value="Tucanoan">Tucanoan</option>
+                    <option value="Tungusic">Tungusic</option>
+                    <option value="Tupian">Tupian</option>
+                    <option value="Turkic">Turkic</option>
+                    <option value="Tuu">Tuu</option>
+                    <option value="Unclassified">Unclassified</option>
+                    <option value="Uralic">Uralic</option>
+                    <option value="Uto-Aztecan">Uto-Aztecan</option>
+                    <option value="Wakashan">Wakashan</option>
+                    <option value="West Papuan">West Papuan</option>
+                    <option value="Wintuan">Wintuan</option>
+                    <option value="Witotoan">Witotoan</option>
+                    <option value="Yaguan">Yaguan</option>
+                    <option value="Yanomaman">Yanomaman</option>
+                    <option value="Yele-West New Britain">Yele-West New Britain</option>
+                    <option value="Yeniseian">Yeniseian</option>
+                    <option value="Yokutsan">Yokutsan</option>
+                    <option value="Yuat">Yuat</option>
+                    <option value="Yukaghir">Yukaghir</option>
+                    <option value="Yukian">Yukian</option>
+                    <option value="Zamucoan">Zamucoan</option>
+                    <option value="Zaparoan">Zaparoan</option>
+            </select>
+            <label for="depth-number">Depth to show</label>
+            <input type="number" id="depth-number" value="1"/>
+            <input type="text" id="search-bar" placeholder="Search node...">
+            <input type="button" id="clear-tokenizers" value="Clear tokenizers" />
+            <div id="tokenizer-filter"></div>
+        </div>
+        <div id="hover-box"></div>
+    </div>
+
+    <script src="https://d3js.org/d3.v7.min.js"></script>
+    <script src="script.js"></script>
+</body>
 </html>
diff --git a/script.js b/script.js
new file mode 100644
index 0000000000000000000000000000000000000000..afb2c0b5ae2b59c1f556d478afd90e99cab03f82
--- /dev/null
+++ b/script.js
@@ -0,0 +1,298 @@
+document.addEventListener("DOMContentLoaded", function() {
+    const select = document.getElementById('language-family-select');
+    const hoverBox = document.getElementById('hover-box');
+    const searchBar = document.getElementById('search-bar');
+    const depthSelector = document.getElementById('depth-number');
+    const tokenizerFilterDiv = document.getElementById('tokenizer-filter');
+    const clearTokenizersFilter = document.getElementById('clear-tokenizers');
+    let nodeToCenter = null;
+    let currentTreeData = null;
+    let expandedNodes;
+    let currentTransform = d3.zoomIdentity; // Save the current zoom and transform
+        // Get unique tokenizer names
+    let tokenizerNames;
+    let color;
+
+    function setExpanded(id, state = true){
+        if (state) {
+            expandedNodes.add(id)
+        }
+        else if(expandedNodes.has(id)) {
+            expandedNodes.delete(id)
+        }
+    }
+
+    function addNodeIds(tree){
+        function addIdToSubtree(tree, nodeCount = 0){
+            tree.id = nodeCount++;
+            let tree_subtreeSize = tree.children.length === 0 ? 1 : 0;
+            let node = {
+                ...tree,
+                children: (tree.children || []).map(child => {
+                    const [subtree, newCount, subtreeSize] = addIdToSubtree(child, nodeCount);
+                    nodeCount = newCount;
+                    tree_subtreeSize += subtreeSize;
+                    return subtree;
+                })
+            };
+            node.subtreeSize = tree_subtreeSize
+            return [node, nodeCount, tree_subtreeSize];
+        }
+        const [parsedTree, _finalCount] = addIdToSubtree(tree);
+        return parsedTree;
+    }
+
+    function loadLanguageFamily() {
+        const family = select.value;
+        fetch(`data/${family}.json`)
+            .then(response => response.json())
+            .then(data => {
+                currentTreeData = addNodeIds(data);
+                expandedNodes = new Set([0]);
+                updateTokenizerFilter(data);
+                drawVisibleNodes(true);
+            });
+    }
+    loadLanguageFamily();
+    select.addEventListener('change', loadLanguageFamily);
+    searchBar.addEventListener('input', () => searchNode(searchBar.value));
+
+    depthSelector.addEventListener('change', (_) => drawVisibleNodes());
+    clearTokenizersFilter.addEventListener('click', (_) => {
+        tokenizerFilterDiv.querySelectorAll('input:checked').forEach((a) => a.checked = false);
+        drawVisibleNodes();
+    })
+
+    function updateTokenizerFilter(data) {
+        tokenizerNames = Array.from(getTokenizerNames(data));
+        // Create color scale based on the unique tokenizer names
+        color = d3.scaleOrdinal(tokenizerNames, d3.schemeCategory10);
+        tokenizerFilterDiv.innerHTML = '';
+        tokenizerNames.forEach(name => {
+            const checkbox = document.createElement('input');
+            checkbox.type = 'checkbox';
+            checkbox.value = name;
+            checkbox.checked = true;
+            checkbox.addEventListener('change', () => drawVisibleNodes());
+            const label = document.createElement('label');
+            // Create the colored icon
+            const icon = document.createElement('span');
+            icon.style.display = 'inline-block';
+            icon.style.width = '10px';
+            icon.style.height = '10px';
+            icon.style.backgroundColor = color(name);
+            icon.style.marginRight = '5px';
+
+            label.appendChild(icon); // Add the icon before the checkbox
+            label.appendChild(checkbox);
+            label.appendChild(document.createTextNode(name));
+
+            tokenizerFilterDiv.appendChild(label);
+            tokenizerFilterDiv.appendChild(document.createElement('br'));
+        });
+    }
+
+    function getTokenizerNames(node, namesSet = new Set()) {
+        if (!node)
+            return namesSet;
+        if (node.tokenizer && node.tokenizer.name) {
+            namesSet.add(node.tokenizer.name);
+        } else
+            namesSet.add('x')
+        if (node.children) {
+            node.children.forEach(child => getTokenizerNames(child, namesSet));
+        }
+        return namesSet;
+    }
+
+    function createTree(data, recenter = false) {
+        // Clear any existing tree
+        d3.select("#tree-container svg").remove();
+
+        // Set the SVG dimensions to fill the entire screen
+        const width = window.innerWidth;
+        const height = window.innerHeight;
+
+        // Create the SVG element
+        const svg = d3.select("#tree-container")
+            .append("svg")
+            .attr("width", width)
+            .attr("height", height);
+
+        const g = svg.append("g");
+
+        // Define zoom behavior without restricting translation extents
+        const zoom = d3.zoom()
+            .scaleExtent([0.1, 5])
+            .on("zoom", function(event) {
+                currentTransform = event.transform; // Save the current transform on zoom
+                g.attr("transform", event.transform);
+            });
+
+        // Create a root hierarchy node
+        const root = d3.hierarchy(data);
+
+        // Dynamically compute tree layout for horizontal orientation
+        const treeLayout = d3.tree().nodeSize([200, 100]);
+        treeLayout(root);
+
+        // Create links between nodes (now horizontal)
+        g.selectAll('.link')
+            .data(root.links())
+            .enter()
+            .append('path')
+            .attr('class', 'link')
+            .attr('d', d3.linkVertical()
+                .x(d => d.x)
+                .y(d => d.y))
+            .attr('stroke', '#ccc')
+            .attr('fill', 'none');
+
+        // Create nodes
+        const node = g.selectAll('.node')
+            .data(root.descendants())
+            .enter()
+            .append('g')
+            .attr('class', 'node')
+            .attr('transform', d => `translate(${d.x},${d.y})`);
+
+        const sizeScale = d3.scaleSqrt()
+            .domain([1, root.data.subtreeSize])
+            .range([5, 20]); // Adjust the range as needed for minimum and maximum circle
+
+        // Add circles to nodes
+        node.append('circle')
+            .filter(d => !d.data.iso_3_code)
+            .attr('r', d => sizeScale(d.data.subtreeSize))
+            .attr('fill', d => {
+                const tokenizerName = d.data.tokenizer?.name || "unknown";
+                return color(tokenizerName);
+            });
+        node.filter(d => d.data.iso_3_code && d.data.source !== 'own' && d.data.source !== 'macrolanguage') // Select leaf nodes
+            .append('rect')
+            .attr('width', 10)
+            .attr('height', 10)
+            .attr('x', -5)
+            .attr('y', -5)
+            .attr('fill', d => {
+                const tokenizerName = d.data.tokenizer?.name || "unknown";
+                return color(tokenizerName);
+            });
+        node.filter(d => d.data.source === 'own' || d.data.source === 'macrolanguage') // Select leaf nodes with "own" assignment
+            .append('path')
+            .attr('d', d3.symbol().type(d3.symbolTriangle).size(100)) // Adjust size as needed
+            .attr('fill', d => {
+                const tokenizerName = d.data.tokenizer?.name || "unknown";
+                return color(tokenizerName);
+            });
+
+        // Add text labels to nodes
+        node.append('text')
+            .attr('dy', 4)
+            .attr('x', d => sizeScale(d.data.subtreeSize) + 4)
+            .attr('text-anchor', 'start')
+            .text(d => `${d.data.name} - ${d.data.tokenizer?.name || 'x'}${d.data.iso_3_code ? '' : ' (' + d.data.subtreeSize + ')'}`);
+
+        if (!currentTransform || recenter)
+            currentTransform = d3.zoomIdentity.translate(width / 2, height / 2);
+
+        if (nodeToCenter){
+            debugger;
+            let element = g.selectAll('.node').filter(d => d.data.id === nodeToCenter).data()[0];
+            if (element){
+                const x = element.x;
+                const y = element.y;
+                const scale = 1.0; // Adjust scale as needed
+
+                currentTransform = d3.zoomIdentity.translate(window.innerWidth / 2 - x, window.innerHeight / 2 - y).scale(scale);
+            }
+            nodeToCenter = null;
+        }
+        svg.call(zoom).call(zoom).call(zoom.transform, d3.zoomIdentity.translate(currentTransform.x, currentTransform.y).scale(currentTransform.k));
+
+
+        // Add hover event to nodes for hover-box
+        node.on("mouseover", function(event, d) {
+            hoverBox.style.display = "block";
+            hoverBox.style.left = (event.pageX) + "px";
+            hoverBox.style.top = (event.pageY) + "px";
+            hoverBox.innerHTML = `
+                <strong>Name:</strong> ${d.data.name}<br>
+                <strong>ISO 1 Code:</strong> ${d.data.iso_1_code}<br>
+                <strong>ISO 3 Code:</strong> ${d.data.iso_3_code}<br>
+                <strong>Tokenizer:</strong> ${d.data.tokenizer?.tokenizer} (${d.data.tokenizer?.name})<br>
+                <strong>Tokenizer assignment:</strong> ${d.data.source} <br>
+                <strong>Subtree size:</strong> ${d.data.subtreeSize}
+            `;
+        }).on("mousemove", function(event) {
+            hoverBox.style.left = (event.pageX) + "px";
+            hoverBox.style.top = (event.pageY) + "px";
+        }).on("mouseout", function() {
+            hoverBox.style.display = "none";
+        });
+
+        node.on('click', function(event, d) {
+            setExpanded(d.data.id, !expandedNodes.has(d.data.id))
+            hoverBox.style.display = "none";
+            drawVisibleNodes();
+        })
+    }
+
+    function drawVisibleNodes(recenter = false) {
+        if (!currentTreeData) return;
+
+        // Get selected tokenizers
+        const selectedTokenizers = Array.from(tokenizerFilterDiv.querySelectorAll('input:checked'))
+            .map(input => input.value);
+
+        // Create a new root node containing only selected tokenizers and their ancestors
+        function filterHierarchy(node, parentExpanded = true, depth = 0) {
+            if (!parentExpanded && !(depthSelector.value == 0 || depth <= depthSelector.value)) {
+                return null;
+            }
+
+            const filteredChildren = (node.children || [])
+                    .map(child => filterHierarchy(child, expandedNodes.has(node.id), depth + 1))
+                    .filter(child => child !== null);
+
+            if (!parentExpanded && filteredChildren.length === 0 && (!selectedTokenizers.includes(node.tokenizer ? node.tokenizer.name : 'x')) && node.id != 0)
+                return null;
+
+            return {
+                ...node,
+                children: filteredChildren
+            };
+        }
+
+        const filteredData = filterHierarchy(currentTreeData);
+        createTree(filteredData, recenter);
+    }
+
+    function searchNode(name) {
+        name = name.toLowerCase();
+        if (!currentTreeData || name.length < 2) return;
+
+        // Find node by name
+        function expandNode(node) {
+            if (node.name.toLowerCase() === name || node.iso_3_code === name || node.iso_1_code === name) {
+                return node;
+            }
+
+            for (const child of (node.children || [])) {
+                const found = expandNode(child);
+                if (found) {
+                    setExpanded(node.id)
+                    return found;
+                }
+            }
+
+            return null;
+        }
+
+        const expandedNode = expandNode(currentTreeData);
+        if (expandedNode) {
+            nodeToCenter = expandedNode.id;
+            drawVisibleNodes();
+        }
+    }
+});
diff --git a/style.css b/style.css
index 114adf441e9032febb46bc056b2a8bb651075f0d..411bda5c7afe76c31132f3c8a4945a03c110d1f4 100644
--- a/style.css
+++ b/style.css
@@ -1,28 +1,52 @@
 body {
-	padding: 2rem;
-	font-family: -apple-system, BlinkMacSystemFont, "Arial", sans-serif;
+    font-family: Arial, sans-serif;
+    margin: 20px;
 }
 
-h1 {
-	font-size: 16px;
-	margin-top: 0;
+#tree-container {
+    margin-top: 20px;
 }
 
-p {
-	color: rgb(107, 114, 128);
-	font-size: 15px;
-	margin-bottom: 10px;
-	margin-top: 5px;
+.node {
+    cursor: pointer;
 }
 
-.card {
-	max-width: 620px;
-	margin: 0 auto;
-	padding: 16px;
-	border: 1px solid lightgray;
-	border-radius: 16px;
+.node text {
+    font-size: 12px;
 }
 
-.card p:last-child {
-	margin-bottom: 0;
+.node circle {
+    stroke: #000;
+    stroke-width: 1.5px;
 }
+#tree-container {
+    position: relative;
+    width: 100%;
+    height: 100vh;
+    overflow: hidden;
+}
+#language-family-select, #search-bar, #tokenizer-filter {
+    /*position: absolute;*/
+    /*top: 10px;*/
+    background: white;
+    border: 1px solid #ddd;
+    padding: 5px;
+    z-index: 10;
+}
+#tokenizer-filter {
+    max-height: 200px;
+    overflow-y: auto;
+}
+#hover-box {
+    position: absolute;
+    background: white;
+    border: 1px solid #ddd;
+    padding: 5px;
+    display: none;
+    z-index: 10;
+}
+#controls{
+    position: absolute;
+    top: 20px;
+    left: 20px;
+}
\ No newline at end of file