Fine-tuned Topic Model for aspects_to_improve column, last commit on 2024-12-29 19:43:52

config.json

@@ -9,7 +9,7 @@
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+  "top_n_words": 5,
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ctfidf_config.json

@@ -19,469 +19,469 @@
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topics.json

@@ -7,7 +7,7 @@
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@@ -149,11 +149,11 @@
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         "technology files",
@@ -3627,7 +3627,7 @@
       ],
       [
         "apps write wastes",
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+        0.4456752836704254
       ],
       [
         "text editor",
@@ -3643,7 +3643,7 @@
       ],
       [
         "write wastes time",
-        0.41935035586357117
+        0.4193503260612488
       ],
       [
         "instead data apps",
@@ -3665,7 +3665,7 @@
       ],
       [
         "obviously semester normal",
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+        0.6773698925971985
       ],
       [
         "semester",
@@ -3707,7 +3707,7 @@
       ],
       [
         "webex technology",
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       [
         "participate webexs tough",
@@ -3723,7 +3723,7 @@
       ],
       [
         "webexs tough",
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+        0.7012831568717957
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       [
         "webexs",
@@ -3735,7 +3735,7 @@
       ],
       [
         "management webex",
-        0.6727911829948425
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     ],
     "89": [
@@ -3745,7 +3745,7 @@
       ],
       [
         "professor contradicts figure",
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+        0.4219687879085541
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       [
         "problems",
@@ -3795,11 +3795,11 @@
       ],
       [
         "think graded instructors",
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+        0.5833743810653687
       ],
       [
         "graded think introduction",
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+        0.5208715200424194
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       [
         "best grade fairly",
@@ -3833,7 +3833,7 @@
       ],
       [
         "worst everything",
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+        0.4827788770198822
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       [
         "absolute worst",
@@ -3841,11 +3841,11 @@
       ],
       [
         "everything opinion",
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       [
         "hanna absolute worst",
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       [
         "everything opinion everything",
@@ -3857,7 +3857,7 @@
       ],
       [
         "worst",
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       [
         "everything",
@@ -3909,15 +3909,15 @@
     "93": [
       [
         "tame criticism",
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       [
         "try tame criticism",
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       [
         "tame",
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       [
         "try tame",
@@ -3925,7 +3925,7 @@
       ],
       [
         "mercy try tame",
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+        0.4395480751991272
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       [
         "criticism",
@@ -3971,7 +3971,7 @@
       ],
       [
         "canvas change moodle",
-        0.6279510259628296
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       ],
       [
         "canvas difficulty uploading",
@@ -3979,11 +3979,11 @@
       ],
       [
         "uploading papers canvas",
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       [
         "canvas difficulty",
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       [
         "migration moodle",
@@ -4009,7 +4009,7 @@
       ],
       [
         "outside research time",
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       [
         "life manage multidisciplinary",
@@ -4017,7 +4017,7 @@
       ],
       [
         "engineers including",
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       [
         "manage multidisciplinary",
@@ -4035,11 +4035,11 @@
     "96": [
       [
         "using actuarial textbooks",
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         "teaching using actuarial",
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+        0.6912215948104858
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         "actuarial textbooks uses",
@@ -4059,15 +4059,15 @@
       ],
       [
         "textbooks uses methods",
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+        0.49652180075645447
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         "methods needs evaluation",
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       [
         "methods needs",
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       [
         "uses methods",
@@ -4077,7 +4077,7 @@
     "97": [
       [
         "load",
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+        0.3748866319656372
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       [
         "way load",
@@ -4123,7 +4123,7 @@
       ],
       [
         "moodle notify assignment",
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+        0.579228937625885
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       [
         "moodle notify",
@@ -4155,13 +4155,13 @@
       ],
       [
         "open created professor",
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+        0.2828524708747864
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     ],
     "99": [
       [
         "students request professors",
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       [
         "professors projects students",
@@ -4181,7 +4181,7 @@
       ],
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         "request professors need",
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+        0.526993989944458
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       [
         "projects students",
@@ -4189,7 +4189,7 @@
       ],
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         "professors",
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       [
         "account professors projects",
@@ -4203,7 +4203,7 @@
     "100": [
       [
         "initial discussion reply",
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         "discussion reply",
@@ -4211,7 +4211,7 @@
       ],
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         "discussion reply post",
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       [
         "initial discussion",
@@ -4235,7 +4235,7 @@
       ],
       [
         "easily called conversation",
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+        0.5559340119361877
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       [
         "called conversation",
@@ -4245,7 +4245,7 @@
     "101": [
       [
         "ways talk nice",
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         "ways talk",
@@ -4265,7 +4265,7 @@
       ],
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         "talk",
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         "feel ways",
@@ -4277,7 +4277,7 @@
       ],
       [
         "nice",
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       [
         "",
@@ -4287,7 +4287,7 @@
     "102": [
       [
         "think phenomonal",
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       [
         "phenomonal",
@@ -4307,7 +4307,7 @@
       ],
       [
         "type letters fastest",
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       [
         "type letters",
@@ -4319,7 +4319,7 @@
       ],
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       [
         "fastest",
@@ -4353,11 +4353,11 @@
       ],
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         "extremely confusing",
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         "extremely confusing follow",
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       [
         "mac users everything",
@@ -4375,15 +4375,15 @@
       ],
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         "successful demanding tedious",
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         "teach need successful",
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         "workload nonenjoyable experience",
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         "tedious workload nonenjoyable",
@@ -4407,13 +4407,13 @@
       ],
       [
         "need successful demanding",
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     ],
     "105": [
       [
         "preparation required",
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       [
         "preparation",
@@ -4429,7 +4429,7 @@
       ],
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         "bit preparation",
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         "required",
@@ -4459,7 +4459,7 @@
       ],
       [
         "limitation using pearson",
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       [
         "pearson tests maybe",
@@ -4471,15 +4471,15 @@
       ],
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         "tests canvas instead",
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         "away tests canvas",
@@ -4501,7 +4501,7 @@
       ],
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         "interview newark artists",
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       [
         "newark work sexist",
@@ -4513,7 +4513,7 @@
       ],
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         "undertones interview newark",
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         "interview newark",
@@ -4555,7 +4555,7 @@
       ],
       [
         "complete assignments",
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       [
         "pl",
@@ -4589,7 +4589,7 @@
       ],
       [
         "python machine",
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         "usage python machine",
@@ -4601,7 +4601,7 @@
       ],
       [
         "machine learning",
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       [
         "python",
@@ -4609,7 +4609,7 @@
       ],
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         "learning",
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         "better usage",
@@ -4749,7 +4749,7 @@
     "113": [
       [
         "started middle jumped",
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       [
         "started middle",
@@ -4791,7 +4791,7 @@
     "114": [
       [
         "packaging actual gift",
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+        0.6469773054122925
       ],
       [
         "feels christmas present",
@@ -4823,11 +4823,11 @@
       ],
       [
         "christmas present rip",
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+        0.4721863269805908
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       [
         "away tons packaging",
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     "115": [
@@ -4845,7 +4845,7 @@
       ],
       [
         "value",
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       [
         "add",
@@ -4853,7 +4853,7 @@
       ],
       [
         "actual",
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       [
         "",
@@ -4887,7 +4887,7 @@
       ],
       [
         "volunteer tutoring zoom",
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+        0.44359636306762695
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       [
         "crusty volunteer",
@@ -4917,7 +4917,7 @@
     "117": [
       [
         "catalysis think enriched",
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+        0.49847304821014404
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       [
         "catalysis think",
@@ -4929,7 +4929,7 @@
       ],
       [
         "enriched learning experience",
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       [
         "think enriched learning",