Hugging Face's logo

ivanleomk
/
bertopic_model_v1

Text Classification
BERTopic
Model card Files Community
ivanleomk commited on
Commit
4e8a872
·
verified ·
1 Parent(s): dfbc559

Add BERTopic model

Browse files
Files changed (4) hide show
  1. README.md +94 -0
  2. config.json +17 -0
  3. topic_embeddings.safetensors +3 -0
  4. topics.json +2598 -0
README.md ADDED
@@ -0,0 +1,94 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+
2
+ ---
3
+ tags:
4
+ - bertopic
5
+ library_name: bertopic
6
+ pipeline_tag: text-classification
7
+ ---
8
+
9
+ # bertopic_model_v1
10
+
11
+ This is a [BERTopic](https://github.com/MaartenGr/BERTopic) model.
12
+ BERTopic is a flexible and modular topic modeling framework that allows for the generation of easily interpretable topics from large datasets.
13
+
14
+ ## Usage
15
+
16
+ To use this model, please install BERTopic:
17
+
18
+ ```
19
+ pip install -U bertopic
20
+ ```
21
+
22
+ You can use the model as follows:
23
+
24
+ ```python
25
+ from bertopic import BERTopic
26
+ topic_model = BERTopic.load("ivanleomk/bertopic_model_v1")
27
+
28
+ topic_model.get_topic_info()
29
+ ```
30
+
31
+ ## Topic overview
32
+
33
+ * Number of topics: 25
34
+ * Number of training documents: 1358
35
+
36
+ <details>
37
+ <summary>Click here for an overview of all topics.</summary>
38
+
39
+ | Topic ID | Topic Keywords | Topic Frequency | Label |
40
+ |----------|----------------|-----------------|-------|
41
+ | -1 | events - invites - national - volunteer - week | 12 | -1_events_invites_national_volunteer |
42
+ | 0 | gworks - software - hub - the - and | 34 | 0_gworks_software_hub_the |
43
+ | 1 | upflow - upflows - can - how - and | 226 | 1_upflow_upflows_can_how |
44
+ | 2 | banking - compliance - are - what - unit | 188 | 2_banking_compliance_are_what |
45
+ | 3 | canal - canals - for - what - shop | 142 | 3_canal_canals_for_what |
46
+ | 4 | pricing - roi - details - upflows - of | 135 | 4_pricing_roi_details_upflows |
47
+ | 5 | sama - task - delivery - annotation - quality | 77 | 5_sama_task_delivery_annotation |
48
+ | 6 | collection - cash - processes - ar - collections | 68 | 6_collection_cash_processes_ar |
49
+ | 7 | case - studies - we - have - do | 46 | 7_case_studies_we_have |
50
+ | 8 | naro - naros - platform - answers - docebo | 40 | 8_naro_naros_platform_answers |
51
+ | 9 | invoices - invoice - invoicing - upflow - handling | 40 | 9_invoices_invoice_invoicing_upflow |
52
+ | 10 | recipient - renewal - the - sender - agreement | 39 | 10_recipient_renewal_the_sender |
53
+ | 11 | payment - upflows - gateway - features - upflow | 39 | 11_payment_upflows_gateway_features |
54
+ | 12 | builder - tool - audience - presentation - the | 37 | 12_builder_tool_audience_presentation |
55
+ | 13 | where - found - be - deck - promised | 34 | 13_where_found_be_deck |
56
+ | 14 | stripe - express - hubspot - billing - payment | 30 | 14_stripe_express_hubspot_billing |
57
+ | 15 | retention - unit - ottimate - increase - customer | 28 | 15_retention_unit_ottimate_increase |
58
+ | 16 | netsuite - with - upflow - integration - synchronization | 24 | 16_netsuite_with_upflow_integration |
59
+ | 17 | email - inbox - ar - success - up | 23 | 17_email_inbox_ar_success |
60
+ | 18 | chargebee - with - upflow - synchronized - integration | 20 | 18_chargebee_with_upflow_synchronized |
61
+ | 19 | budget - allocation - iq - plate - ppl | 17 | 19_budget_allocation_iq_plate |
62
+ | 20 | receivable - accounts - jjjworks - upflow - resources | 16 | 20_receivable_accounts_jjjworks_upflow |
63
+ | 21 | card - cards - status - program - the | 15 | 21_card_cards_status_program |
64
+ | 22 | project - projects - growth - roadmap - create | 14 | 22_project_projects_growth_roadmap |
65
+ | 23 | nps - docebo - employee - scores - improving | 14 | 23_nps_docebo_employee_scores |
66
+
67
+ </details>
68
+
69
+ ## Training hyperparameters
70
+
71
+ * calculate_probabilities: False
72
+ * language: english
73
+ * low_memory: False
74
+ * min_topic_size: 10
75
+ * n_gram_range: (1, 1)
76
+ * nr_topics: None
77
+ * seed_topic_list: None
78
+ * top_n_words: 10
79
+ * verbose: False
80
+ * zeroshot_min_similarity: 0.7
81
+ * zeroshot_topic_list: None
82
+
83
+ ## Framework versions
84
+
85
+ * Numpy: 1.26.4
86
+ * HDBSCAN: 0.8.37
87
+ * UMAP: 0.5.6
88
+ * Pandas: 2.2.2
89
+ * Scikit-Learn: 1.5.0
90
+ * Sentence-transformers: 3.0.1
91
+ * Transformers: 4.41.2
92
+ * Numba: 0.60.0
93
+ * Plotly: 5.22.0
94
+ * Python: 3.12.3
config.json ADDED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "calculate_probabilities": false,
3
+ "language": "english",
4
+ "low_memory": false,
5
+ "min_topic_size": 10,
6
+ "n_gram_range": [
7
+ 1,
8
+ 1
9
+ ],
10
+ "nr_topics": null,
11
+ "seed_topic_list": null,
12
+ "top_n_words": 10,
13
+ "verbose": false,
14
+ "zeroshot_min_similarity": 0.7,
15
+ "zeroshot_topic_list": null,
16
+ "embedding_model": "sentence-transformers/all-MiniLM-L6-v2"
17
+ }
topic_embeddings.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a31e70740edf39a3206d6103b77d0b64f85eaab67e77d31ea4d5f44d675b1897
3
+ size 38488
topics.json ADDED
@@ -0,0 +1,2598 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "topic_representations": {
3
+ "-1": [
4
+ [
5
+ "events",
6
+ 0.06088776714448468
7
+ ],
8
+ [
9
+ "invites",
10
+ 0.052644822445091145
11
+ ],
12
+ [
13
+ "national",
14
+ 0.043983620059347285
15
+ ],
16
+ [
17
+ "volunteer",
18
+ 0.043983620059347285
19
+ ],
20
+ [
21
+ "week",
22
+ 0.042115857956072915
23
+ ],
24
+ [
25
+ "for",
26
+ 0.04152299237913023
27
+ ],
28
+ [
29
+ "the",
30
+ 0.03919792165229373
31
+ ],
32
+ [
33
+ "legal",
34
+ 0.03554394703763242
35
+ ],
36
+ [
37
+ "appsflyer",
38
+ 0.03479613686291354
39
+ ],
40
+ [
41
+ "is",
42
+ 0.03392862033573912
43
+ ]
44
+ ],
45
+ "0": [
46
+ [
47
+ "gworks",
48
+ 0.09521535621800338
49
+ ],
50
+ [
51
+ "software",
52
+ 0.04864939166114471
53
+ ],
54
+ [
55
+ "hub",
56
+ 0.03953693228381077
57
+ ],
58
+ [
59
+ "the",
60
+ 0.03324823711578486
61
+ ],
62
+ [
63
+ "and",
64
+ 0.03089853562354211
65
+ ],
66
+ [
67
+ "of",
68
+ 0.029328672645910995
69
+ ],
70
+ [
71
+ "local",
72
+ 0.029314627315324537
73
+ ],
74
+ [
75
+ "are",
76
+ 0.027633302067409674
77
+ ],
78
+ [
79
+ "solutions",
80
+ 0.027294670541960307
81
+ ],
82
+ [
83
+ "what",
84
+ 0.02661715533864262
85
+ ]
86
+ ],
87
+ "1": [
88
+ [
89
+ "upflow",
90
+ 0.058709565081440804
91
+ ],
92
+ [
93
+ "upflows",
94
+ 0.050481782431455784
95
+ ],
96
+ [
97
+ "can",
98
+ 0.03414441795739128
99
+ ],
100
+ [
101
+ "how",
102
+ 0.03279046044905501
103
+ ],
104
+ [
105
+ "and",
106
+ 0.03092729807883224
107
+ ],
108
+ [
109
+ "platform",
110
+ 0.030168130158622658
111
+ ],
112
+ [
113
+ "with",
114
+ 0.02832768875012179
115
+ ],
116
+ [
117
+ "integration",
118
+ 0.028319728929728772
119
+ ],
120
+ [
121
+ "of",
122
+ 0.026232409702503602
123
+ ],
124
+ [
125
+ "the",
126
+ 0.02545421932788676
127
+ ]
128
+ ],
129
+ "2": [
130
+ [
131
+ "banking",
132
+ 0.03920126656816773
133
+ ],
134
+ [
135
+ "compliance",
136
+ 0.03669608676722667
137
+ ],
138
+ [
139
+ "are",
140
+ 0.034889287742390286
141
+ ],
142
+ [
143
+ "what",
144
+ 0.033593768604056176
145
+ ],
146
+ [
147
+ "unit",
148
+ 0.032682970655875096
149
+ ],
150
+ [
151
+ "the",
152
+ 0.03219556521489542
153
+ ],
154
+ [
155
+ "for",
156
+ 0.03202373986050797
157
+ ],
158
+ [
159
+ "and",
160
+ 0.02984521159722128
161
+ ],
162
+ [
163
+ "units",
164
+ 0.029706355954421587
165
+ ],
166
+ [
167
+ "embedded",
168
+ 0.027165857730484237
169
+ ]
170
+ ],
171
+ "3": [
172
+ [
173
+ "canal",
174
+ 0.07518082620785736
175
+ ],
176
+ [
177
+ "canals",
178
+ 0.07468258911241207
179
+ ],
180
+ [
181
+ "for",
182
+ 0.030961596174338
183
+ ],
184
+ [
185
+ "what",
186
+ 0.03011581025039579
187
+ ],
188
+ [
189
+ "shop",
190
+ 0.03001695690026057
191
+ ],
192
+ [
193
+ "dropshipping",
194
+ 0.029507109996645624
195
+ ],
196
+ [
197
+ "the",
198
+ 0.02855984200042661
199
+ ],
200
+ [
201
+ "brands",
202
+ 0.028382094631826574
203
+ ],
204
+ [
205
+ "of",
206
+ 0.025389419042112643
207
+ ],
208
+ [
209
+ "and",
210
+ 0.025259371764737082
211
+ ]
212
+ ],
213
+ "4": [
214
+ [
215
+ "pricing",
216
+ 0.07736772231033008
217
+ ],
218
+ [
219
+ "roi",
220
+ 0.07030853214871144
221
+ ],
222
+ [
223
+ "details",
224
+ 0.0566936482256191
225
+ ],
226
+ [
227
+ "upflows",
228
+ 0.05272180553206769
229
+ ],
230
+ [
231
+ "of",
232
+ 0.04173962395470075
233
+ ],
234
+ [
235
+ "the",
236
+ 0.03826441215452996
237
+ ],
238
+ [
239
+ "what",
240
+ 0.03586708875419928
241
+ ],
242
+ [
243
+ "insurance",
244
+ 0.03418832191718838
245
+ ],
246
+ [
247
+ "are",
248
+ 0.03259879746734658
249
+ ],
250
+ [
251
+ "upflow",
252
+ 0.031532232561111484
253
+ ]
254
+ ],
255
+ "5": [
256
+ [
257
+ "sama",
258
+ 0.10359719972797178
259
+ ],
260
+ [
261
+ "task",
262
+ 0.06255615058622498
263
+ ],
264
+ [
265
+ "delivery",
266
+ 0.045951202182965195
267
+ ],
268
+ [
269
+ "annotation",
270
+ 0.042353104867060044
271
+ ],
272
+ [
273
+ "quality",
274
+ 0.041356081964668674
275
+ ],
276
+ [
277
+ "tasks",
278
+ 0.038182226782759565
279
+ ],
280
+ [
281
+ "samas",
282
+ 0.0376472043262756
283
+ ],
284
+ [
285
+ "and",
286
+ 0.03401466874046257
287
+ ],
288
+ [
289
+ "how",
290
+ 0.03220191070484251
291
+ ],
292
+ [
293
+ "what",
294
+ 0.02979508809650446
295
+ ]
296
+ ],
297
+ "6": [
298
+ [
299
+ "collection",
300
+ 0.13976659640235917
301
+ ],
302
+ [
303
+ "cash",
304
+ 0.13219868136766397
305
+ ],
306
+ [
307
+ "processes",
308
+ 0.05822582212662338
309
+ ],
310
+ [
311
+ "ar",
312
+ 0.05379451495286143
313
+ ],
314
+ [
315
+ "collections",
316
+ 0.05234030795476092
317
+ ],
318
+ [
319
+ "upflows",
320
+ 0.04823211406340013
321
+ ],
322
+ [
323
+ "challenges",
324
+ 0.04066332683778405
325
+ ],
326
+ [
327
+ "upflow",
328
+ 0.035180805075164565
329
+ ],
330
+ [
331
+ "solution",
332
+ 0.03494164910058979
333
+ ],
334
+ [
335
+ "and",
336
+ 0.03425687061232226
337
+ ]
338
+ ],
339
+ "7": [
340
+ [
341
+ "case",
342
+ 0.15640924544079182
343
+ ],
344
+ [
345
+ "studies",
346
+ 0.15534210441645488
347
+ ],
348
+ [
349
+ "we",
350
+ 0.14227783329199922
351
+ ],
352
+ [
353
+ "have",
354
+ 0.1331195724858636
355
+ ],
356
+ [
357
+ "do",
358
+ 0.11585563115793694
359
+ ],
360
+ [
361
+ "dso",
362
+ 0.0764254962941886
363
+ ],
364
+ [
365
+ "health",
366
+ 0.0693565692892811
367
+ ],
368
+ [
369
+ "on",
370
+ 0.0607396547312578
371
+ ],
372
+ [
373
+ "what",
374
+ 0.0468087463988919
375
+ ],
376
+ [
377
+ "about",
378
+ 0.04620293187079853
379
+ ]
380
+ ],
381
+ "8": [
382
+ [
383
+ "naro",
384
+ 0.14628556530702203
385
+ ],
386
+ [
387
+ "naros",
388
+ 0.1359486625459207
389
+ ],
390
+ [
391
+ "platform",
392
+ 0.04994938565625157
393
+ ],
394
+ [
395
+ "answers",
396
+ 0.04679885015150521
397
+ ],
398
+ [
399
+ "docebo",
400
+ 0.04097906515261018
401
+ ],
402
+ [
403
+ "ctv",
404
+ 0.04056741655959216
405
+ ],
406
+ [
407
+ "performance",
408
+ 0.035225507250671265
409
+ ],
410
+ [
411
+ "can",
412
+ 0.03517604347858935
413
+ ],
414
+ [
415
+ "sales",
416
+ 0.032820109234417846
417
+ ],
418
+ [
419
+ "technologies",
420
+ 0.032093524291036755
421
+ ]
422
+ ],
423
+ "9": [
424
+ [
425
+ "invoices",
426
+ 0.11680217557135526
427
+ ],
428
+ [
429
+ "invoice",
430
+ 0.10372863607949086
431
+ ],
432
+ [
433
+ "invoicing",
434
+ 0.06595068297998202
435
+ ],
436
+ [
437
+ "upflow",
438
+ 0.05260548920648745
439
+ ],
440
+ [
441
+ "handling",
442
+ 0.048429554412996935
443
+ ],
444
+ [
445
+ "workflows",
446
+ 0.03961383099904881
447
+ ],
448
+ [
449
+ "reminders",
450
+ 0.03907232915846608
451
+ ],
452
+ [
453
+ "how",
454
+ 0.037582237049525895
455
+ ],
456
+ [
457
+ "in",
458
+ 0.03519888026280972
459
+ ],
460
+ [
461
+ "manage",
462
+ 0.03417128068293493
463
+ ]
464
+ ],
465
+ "10": [
466
+ [
467
+ "recipient",
468
+ 0.08331958135596298
469
+ ],
470
+ [
471
+ "renewal",
472
+ 0.07591445522875628
473
+ ],
474
+ [
475
+ "the",
476
+ 0.06027737951926464
477
+ ],
478
+ [
479
+ "sender",
480
+ 0.055632885349957174
481
+ ],
482
+ [
483
+ "agreement",
484
+ 0.04334785580580069
485
+ ],
486
+ [
487
+ "terms",
488
+ 0.034652198903098896
489
+ ],
490
+ [
491
+ "should",
492
+ 0.03464751480007351
493
+ ],
494
+ [
495
+ "for",
496
+ 0.033995705316396715
497
+ ],
498
+ [
499
+ "to",
500
+ 0.03292292088056092
501
+ ],
502
+ [
503
+ "is",
504
+ 0.03188435993781239
505
+ ]
506
+ ],
507
+ "11": [
508
+ [
509
+ "payment",
510
+ 0.1361961211154941
511
+ ],
512
+ [
513
+ "upflows",
514
+ 0.05616629682682946
515
+ ],
516
+ [
517
+ "gateway",
518
+ 0.05302608729355918
519
+ ],
520
+ [
521
+ "features",
522
+ 0.05152122954357801
523
+ ],
524
+ [
525
+ "upflow",
526
+ 0.0510328619502093
527
+ ],
528
+ [
529
+ "payments",
530
+ 0.040565655013740466
531
+ ],
532
+ [
533
+ "new",
534
+ 0.036666920026493285
535
+ ],
536
+ [
537
+ "and",
538
+ 0.03519893455416112
539
+ ],
540
+ [
541
+ "credit",
542
+ 0.03245165035442078
543
+ ],
544
+ [
545
+ "does",
546
+ 0.031293609757970686
547
+ ]
548
+ ],
549
+ "12": [
550
+ [
551
+ "builder",
552
+ 0.188825659022249
553
+ ],
554
+ [
555
+ "tool",
556
+ 0.144687151346139
557
+ ],
558
+ [
559
+ "audience",
560
+ 0.14058948034367302
561
+ ],
562
+ [
563
+ "presentation",
564
+ 0.0813939096726528
565
+ ],
566
+ [
567
+ "the",
568
+ 0.05795074260341618
569
+ ],
570
+ [
571
+ "implementing",
572
+ 0.05415587453891008
573
+ ],
574
+ [
575
+ "gaming",
576
+ 0.04839640126109475
577
+ ],
578
+ [
579
+ "industry",
580
+ 0.043321464708638874
581
+ ],
582
+ [
583
+ "studies",
584
+ 0.041387696494307395
585
+ ],
586
+ [
587
+ "available",
588
+ 0.04072856929090408
589
+ ]
590
+ ],
591
+ "13": [
592
+ [
593
+ "where",
594
+ 0.12228151642571383
595
+ ],
596
+ [
597
+ "found",
598
+ 0.11720361416627564
599
+ ],
600
+ [
601
+ "be",
602
+ 0.08719274793503153
603
+ ],
604
+ [
605
+ "deck",
606
+ 0.07324045206292704
607
+ ],
608
+ [
609
+ "promised",
610
+ 0.066578474663053
611
+ ],
612
+ [
613
+ "can",
614
+ 0.0594263787013116
615
+ ],
616
+ [
617
+ "demo",
618
+ 0.05602840185500826
619
+ ],
620
+ [
621
+ "recording",
622
+ 0.05526252079871446
623
+ ],
624
+ [
625
+ "video",
626
+ 0.04882696804195136
627
+ ],
628
+ [
629
+ "vanessa",
630
+ 0.045657914391944554
631
+ ]
632
+ ],
633
+ "14": [
634
+ [
635
+ "stripe",
636
+ 0.23218562516809874
637
+ ],
638
+ [
639
+ "express",
640
+ 0.05158572723009867
641
+ ],
642
+ [
643
+ "hubspot",
644
+ 0.0476077191664695
645
+ ],
646
+ [
647
+ "billing",
648
+ 0.04585082943848901
649
+ ],
650
+ [
651
+ "payment",
652
+ 0.0452693659928043
653
+ ],
654
+ [
655
+ "through",
656
+ 0.04487593965541211
657
+ ],
658
+ [
659
+ "upflow",
660
+ 0.042002355514575554
661
+ ],
662
+ [
663
+ "how",
664
+ 0.04072403252774023
665
+ ],
666
+ [
667
+ "with",
668
+ 0.03624020674977001
669
+ ],
670
+ [
671
+ "payments",
672
+ 0.03338737038167939
673
+ ]
674
+ ],
675
+ "15": [
676
+ [
677
+ "retention",
678
+ 0.12870409537271646
679
+ ],
680
+ [
681
+ "unit",
682
+ 0.09952528672082353
683
+ ],
684
+ [
685
+ "ottimate",
686
+ 0.09063056445289798
687
+ ],
688
+ [
689
+ "increase",
690
+ 0.08728034148989393
691
+ ],
692
+ [
693
+ "customer",
694
+ 0.06359594119185985
695
+ ],
696
+ [
697
+ "worked",
698
+ 0.053489207151727926
699
+ ],
700
+ [
701
+ "to",
702
+ 0.051341288484292195
703
+ ],
704
+ [
705
+ "ideas",
706
+ 0.050709270699490196
707
+ ],
708
+ [
709
+ "referral",
710
+ 0.050709270699490196
711
+ ],
712
+ [
713
+ "overcoming",
714
+ 0.050709270699490196
715
+ ]
716
+ ],
717
+ "16": [
718
+ [
719
+ "netsuite",
720
+ 0.24522952430696182
721
+ ],
722
+ [
723
+ "with",
724
+ 0.07827884657950322
725
+ ],
726
+ [
727
+ "upflow",
728
+ 0.07087897493084626
729
+ ],
730
+ [
731
+ "integration",
732
+ 0.07043116584823546
733
+ ],
734
+ [
735
+ "synchronization",
736
+ 0.04820281565605037
737
+ ],
738
+ [
739
+ "integrate",
740
+ 0.041634987005448196
741
+ ],
742
+ [
743
+ "how",
744
+ 0.03970593171454672
745
+ ],
746
+ [
747
+ "does",
748
+ 0.03911701219746336
749
+ ],
750
+ [
751
+ "seamless",
752
+ 0.03672925557751985
753
+ ],
754
+ [
755
+ "practices",
756
+ 0.03380471251145039
757
+ ]
758
+ ],
759
+ "17": [
760
+ [
761
+ "email",
762
+ 0.1447919644937601
763
+ ],
764
+ [
765
+ "inbox",
766
+ 0.09972996342631112
767
+ ],
768
+ [
769
+ "ar",
770
+ 0.0762398125711243
771
+ ],
772
+ [
773
+ "success",
774
+ 0.07618690703097583
775
+ ],
776
+ [
777
+ "up",
778
+ 0.07328846855011162
779
+ ],
780
+ [
781
+ "feature",
782
+ 0.06868412059197554
783
+ ],
784
+ [
785
+ "deliverability",
786
+ 0.0664866422842074
787
+ ],
788
+ [
789
+ "dns",
790
+ 0.05699367244787562
791
+ ],
792
+ [
793
+ "forwarding",
794
+ 0.054031602228077485
795
+ ],
796
+ [
797
+ "set",
798
+ 0.05173715309258957
799
+ ]
800
+ ],
801
+ "18": [
802
+ [
803
+ "chargebee",
804
+ 0.2553922843498489
805
+ ],
806
+ [
807
+ "with",
808
+ 0.06381427710285588
809
+ ],
810
+ [
811
+ "upflow",
812
+ 0.06163389124421413
813
+ ],
814
+ [
815
+ "synchronized",
816
+ 0.05142176526641975
817
+ ],
818
+ [
819
+ "integration",
820
+ 0.051037076701619895
821
+ ],
822
+ [
823
+ "alternatives",
824
+ 0.045417868539543396
825
+ ],
826
+ [
827
+ "engineering",
828
+ 0.043489201150292686
829
+ ],
830
+ [
831
+ "fields",
832
+ 0.04191549187482641
833
+ ],
834
+ [
835
+ "complement",
836
+ 0.04191549187482641
837
+ ],
838
+ [
839
+ "how",
840
+ 0.039838727472789354
841
+ ]
842
+ ],
843
+ "19": [
844
+ [
845
+ "budget",
846
+ 0.19619027638832381
847
+ ],
848
+ [
849
+ "allocation",
850
+ 0.09414612432822338
851
+ ],
852
+ [
853
+ "iq",
854
+ 0.09414612432822338
855
+ ],
856
+ [
857
+ "plate",
858
+ 0.09414612432822338
859
+ ],
860
+ [
861
+ "ppl",
862
+ 0.08161023253199204
863
+ ],
864
+ [
865
+ "campaign",
866
+ 0.07814465831693217
867
+ ],
868
+ [
869
+ "current",
870
+ 0.07253744501010957
871
+ ],
872
+ [
873
+ "apptopia",
874
+ 0.0645631445698591
875
+ ],
876
+ [
877
+ "paychex",
878
+ 0.0645631445698591
879
+ ],
880
+ [
881
+ "the",
882
+ 0.06182094088716247
883
+ ]
884
+ ],
885
+ "20": [
886
+ [
887
+ "receivable",
888
+ 0.22765826141494172
889
+ ],
890
+ [
891
+ "accounts",
892
+ 0.19684699954509144
893
+ ],
894
+ [
895
+ "jjjworks",
896
+ 0.060341867404472144
897
+ ],
898
+ [
899
+ "upflow",
900
+ 0.05786038769865
901
+ ],
902
+ [
903
+ "resources",
904
+ 0.0430698337828454
905
+ ],
906
+ [
907
+ "management",
908
+ 0.04192256155288084
909
+ ],
910
+ [
911
+ "account",
912
+ 0.03995933700711921
913
+ ],
914
+ [
915
+ "improving",
916
+ 0.037601268104806206
917
+ ],
918
+ [
919
+ "can",
920
+ 0.03466006835103352
921
+ ],
922
+ [
923
+ "information",
924
+ 0.03412284661043068
925
+ ]
926
+ ],
927
+ "21": [
928
+ [
929
+ "card",
930
+ 0.17541432624011236
931
+ ],
932
+ [
933
+ "cards",
934
+ 0.14709029378996516
935
+ ],
936
+ [
937
+ "status",
938
+ 0.10766699984688058
939
+ ],
940
+ [
941
+ "program",
942
+ 0.07354514689498258
943
+ ],
944
+ [
945
+ "the",
946
+ 0.06793423583657664
947
+ ],
948
+ [
949
+ "current",
950
+ 0.06691742674806506
951
+ ],
952
+ [
953
+ "charge",
954
+ 0.06392976222311644
955
+ ],
956
+ [
957
+ "virtual",
958
+ 0.06392976222311644
959
+ ],
960
+ [
961
+ "tickets",
962
+ 0.05956095499057272
963
+ ],
964
+ [
965
+ "incident",
966
+ 0.0564654581842972
967
+ ]
968
+ ],
969
+ "22": [
970
+ [
971
+ "project",
972
+ 0.1017934882395306
973
+ ],
974
+ [
975
+ "projects",
976
+ 0.09327831404903535
977
+ ],
978
+ [
979
+ "growth",
980
+ 0.07324045206292704
981
+ ],
982
+ [
983
+ "roadmap",
984
+ 0.06534257464793669
985
+ ],
986
+ [
987
+ "create",
988
+ 0.06087721918925941
989
+ ],
990
+ [
991
+ "snap",
992
+ 0.06087721918925941
993
+ ],
994
+ [
995
+ "meeting",
996
+ 0.05526252079871446
997
+ ],
998
+ [
999
+ "goals",
1000
+ 0.05526252079871446
1001
+ ],
1002
+ [
1003
+ "align",
1004
+ 0.0532627797304424
1005
+ ],
1006
+ [
1007
+ "proposal",
1008
+ 0.050113636005789226
1009
+ ]
1010
+ ],
1011
+ "23": [
1012
+ [
1013
+ "nps",
1014
+ 0.35442199097639193
1015
+ ],
1016
+ [
1017
+ "docebo",
1018
+ 0.1933210859871229
1019
+ ],
1020
+ [
1021
+ "employee",
1022
+ 0.16865803846551902
1023
+ ],
1024
+ [
1025
+ "scores",
1026
+ 0.15948259181824398
1027
+ ],
1028
+ [
1029
+ "improving",
1030
+ 0.14064596466683238
1031
+ ],
1032
+ [
1033
+ "internal",
1034
+ 0.1262646276867895
1035
+ ],
1036
+ [
1037
+ "docebos",
1038
+ 0.1261691985487323
1039
+ ],
1040
+ [
1041
+ "improve",
1042
+ 0.09711922479535887
1043
+ ],
1044
+ [
1045
+ "lms",
1046
+ 0.09028248863569878
1047
+ ],
1048
+ [
1049
+ "studies",
1050
+ 0.0899065337150058
1051
+ ]
1052
+ ]
1053
+ },
1054
+ "topics": [
1055
+ 3,
1056
+ 0,
1057
+ 4,
1058
+ 4,
1059
+ 2,
1060
+ 3,
1061
+ 2,
1062
+ 7,
1063
+ 5,
1064
+ 14,
1065
+ 0,
1066
+ 14,
1067
+ 11,
1068
+ 8,
1069
+ 0,
1070
+ 11,
1071
+ 10,
1072
+ 2,
1073
+ 0,
1074
+ 21,
1075
+ 2,
1076
+ 1,
1077
+ 1,
1078
+ 2,
1079
+ 13,
1080
+ 3,
1081
+ 2,
1082
+ 3,
1083
+ 2,
1084
+ 16,
1085
+ 4,
1086
+ 2,
1087
+ 23,
1088
+ 3,
1089
+ 9,
1090
+ 1,
1091
+ 0,
1092
+ 13,
1093
+ 4,
1094
+ 5,
1095
+ 1,
1096
+ 9,
1097
+ 3,
1098
+ 17,
1099
+ 7,
1100
+ 0,
1101
+ 12,
1102
+ 1,
1103
+ 2,
1104
+ 0,
1105
+ 8,
1106
+ 9,
1107
+ 0,
1108
+ 9,
1109
+ 9,
1110
+ 0,
1111
+ 1,
1112
+ 22,
1113
+ 18,
1114
+ 2,
1115
+ 1,
1116
+ 1,
1117
+ 2,
1118
+ 3,
1119
+ 2,
1120
+ 2,
1121
+ 1,
1122
+ 10,
1123
+ 3,
1124
+ 16,
1125
+ 3,
1126
+ 1,
1127
+ 22,
1128
+ 1,
1129
+ 1,
1130
+ 4,
1131
+ 1,
1132
+ 4,
1133
+ -1,
1134
+ 8,
1135
+ 7,
1136
+ 0,
1137
+ 5,
1138
+ 3,
1139
+ 1,
1140
+ 17,
1141
+ 6,
1142
+ 8,
1143
+ 0,
1144
+ 0,
1145
+ 15,
1146
+ 5,
1147
+ 6,
1148
+ 19,
1149
+ 7,
1150
+ 3,
1151
+ 3,
1152
+ 4,
1153
+ 1,
1154
+ -1,
1155
+ 4,
1156
+ 14,
1157
+ 2,
1158
+ 0,
1159
+ 1,
1160
+ 6,
1161
+ 3,
1162
+ 4,
1163
+ 6,
1164
+ 10,
1165
+ 3,
1166
+ 1,
1167
+ 0,
1168
+ 16,
1169
+ 3,
1170
+ 0,
1171
+ 0,
1172
+ 2,
1173
+ 0,
1174
+ 8,
1175
+ 2,
1176
+ 3,
1177
+ 8,
1178
+ 0,
1179
+ 20,
1180
+ 2,
1181
+ 13,
1182
+ 3,
1183
+ 0,
1184
+ 0,
1185
+ 8,
1186
+ 14,
1187
+ 0,
1188
+ 2,
1189
+ 6,
1190
+ 0,
1191
+ 3,
1192
+ 1,
1193
+ 3,
1194
+ 3,
1195
+ 3,
1196
+ 3,
1197
+ 3,
1198
+ 23,
1199
+ 3,
1200
+ 16,
1201
+ 2,
1202
+ 14,
1203
+ 6,
1204
+ 4,
1205
+ 0,
1206
+ 20,
1207
+ 1,
1208
+ 21,
1209
+ 0,
1210
+ 7,
1211
+ 2,
1212
+ 0,
1213
+ 8,
1214
+ 0,
1215
+ 8,
1216
+ 0,
1217
+ 6,
1218
+ 2,
1219
+ 6,
1220
+ 3,
1221
+ 12,
1222
+ 0,
1223
+ -1,
1224
+ 8,
1225
+ 0,
1226
+ 8,
1227
+ 1,
1228
+ 2,
1229
+ 4,
1230
+ 1,
1231
+ 15,
1232
+ 1,
1233
+ 15,
1234
+ 14,
1235
+ 2,
1236
+ 8,
1237
+ 9,
1238
+ 3,
1239
+ 15,
1240
+ 11,
1241
+ 2,
1242
+ 0,
1243
+ 2,
1244
+ 9,
1245
+ 5,
1246
+ 10,
1247
+ 1,
1248
+ 11,
1249
+ 1,
1250
+ 0,
1251
+ 4,
1252
+ 1,
1253
+ 3,
1254
+ 8,
1255
+ 15,
1256
+ 15,
1257
+ 3,
1258
+ 0,
1259
+ 1,
1260
+ 3,
1261
+ 14,
1262
+ 0,
1263
+ 0,
1264
+ 3,
1265
+ 5,
1266
+ 5,
1267
+ 3,
1268
+ 13,
1269
+ 0,
1270
+ 12,
1271
+ 5,
1272
+ 0,
1273
+ 18,
1274
+ 0,
1275
+ 0,
1276
+ 9,
1277
+ 3,
1278
+ 0,
1279
+ 6,
1280
+ 21,
1281
+ 5,
1282
+ 2,
1283
+ 7,
1284
+ 13,
1285
+ 2,
1286
+ 21,
1287
+ 1,
1288
+ 3,
1289
+ 11,
1290
+ 2,
1291
+ 5,
1292
+ 15,
1293
+ 0,
1294
+ 5,
1295
+ 3,
1296
+ 6,
1297
+ 1,
1298
+ 22,
1299
+ 2,
1300
+ 1,
1301
+ 8,
1302
+ 6,
1303
+ 7,
1304
+ 2,
1305
+ 2,
1306
+ 1,
1307
+ 7,
1308
+ 0,
1309
+ 0,
1310
+ 5,
1311
+ 3,
1312
+ 1,
1313
+ 3,
1314
+ 2,
1315
+ 17,
1316
+ 8,
1317
+ -1,
1318
+ 8,
1319
+ 1,
1320
+ 7,
1321
+ 9,
1322
+ 13,
1323
+ 13,
1324
+ -1,
1325
+ 3,
1326
+ 23,
1327
+ 9,
1328
+ 0,
1329
+ 5,
1330
+ 2,
1331
+ 12,
1332
+ 14,
1333
+ 1,
1334
+ 12,
1335
+ 0,
1336
+ 1,
1337
+ 0,
1338
+ 5,
1339
+ 2,
1340
+ 12,
1341
+ 1,
1342
+ 10,
1343
+ 4,
1344
+ 0,
1345
+ 0,
1346
+ 2,
1347
+ 18,
1348
+ 1,
1349
+ 8,
1350
+ 18,
1351
+ 2,
1352
+ 19,
1353
+ 1,
1354
+ 5,
1355
+ 2,
1356
+ 3,
1357
+ 1,
1358
+ 12,
1359
+ 9,
1360
+ 18,
1361
+ -1,
1362
+ 5,
1363
+ 7,
1364
+ 3,
1365
+ 6,
1366
+ 1,
1367
+ 6,
1368
+ 4,
1369
+ 5,
1370
+ 4,
1371
+ 1,
1372
+ 11,
1373
+ 12,
1374
+ 1,
1375
+ 12,
1376
+ 10,
1377
+ 0,
1378
+ 3,
1379
+ 2,
1380
+ 9,
1381
+ 0,
1382
+ 22,
1383
+ 15,
1384
+ 4,
1385
+ 0,
1386
+ 0,
1387
+ 0,
1388
+ 0,
1389
+ 5,
1390
+ -1,
1391
+ 0,
1392
+ 0,
1393
+ 2,
1394
+ 1,
1395
+ 3,
1396
+ 10,
1397
+ 12,
1398
+ 2,
1399
+ 8,
1400
+ 2,
1401
+ 0,
1402
+ 1,
1403
+ 2,
1404
+ 0,
1405
+ 7,
1406
+ 0,
1407
+ 0,
1408
+ 0,
1409
+ 2,
1410
+ 1,
1411
+ 9,
1412
+ 1,
1413
+ 5,
1414
+ 9,
1415
+ 1,
1416
+ 0,
1417
+ 0,
1418
+ 16,
1419
+ 7,
1420
+ 0,
1421
+ 14,
1422
+ 2,
1423
+ 1,
1424
+ 1,
1425
+ 11,
1426
+ 3,
1427
+ 5,
1428
+ 18,
1429
+ 3,
1430
+ -1,
1431
+ 0,
1432
+ 1,
1433
+ 0,
1434
+ 9,
1435
+ 2,
1436
+ 5,
1437
+ 1,
1438
+ 0,
1439
+ 2,
1440
+ 9,
1441
+ 9,
1442
+ 7,
1443
+ -1,
1444
+ 16,
1445
+ 1,
1446
+ 3,
1447
+ 9,
1448
+ 5,
1449
+ 0,
1450
+ 1,
1451
+ 2,
1452
+ 1,
1453
+ 2,
1454
+ 3,
1455
+ 1,
1456
+ 3,
1457
+ 10,
1458
+ 0,
1459
+ 5,
1460
+ 17,
1461
+ 18,
1462
+ 20,
1463
+ 16,
1464
+ 0,
1465
+ 9,
1466
+ 0,
1467
+ 10,
1468
+ 1,
1469
+ 3,
1470
+ 2,
1471
+ 9,
1472
+ 1,
1473
+ 1,
1474
+ 0,
1475
+ 17,
1476
+ 1,
1477
+ 1,
1478
+ 1,
1479
+ 0,
1480
+ 8,
1481
+ 3,
1482
+ 4,
1483
+ 0,
1484
+ 1,
1485
+ 3,
1486
+ 7,
1487
+ 21,
1488
+ 2,
1489
+ 22,
1490
+ 0,
1491
+ 7,
1492
+ 3,
1493
+ 4,
1494
+ 0,
1495
+ 1,
1496
+ 1,
1497
+ 0,
1498
+ 8,
1499
+ 15,
1500
+ 4,
1501
+ 3,
1502
+ 6,
1503
+ -1,
1504
+ 9,
1505
+ 1,
1506
+ 0,
1507
+ 1,
1508
+ 0,
1509
+ 4,
1510
+ 2,
1511
+ 10,
1512
+ 11,
1513
+ 4,
1514
+ 5,
1515
+ 4,
1516
+ 4,
1517
+ 4,
1518
+ 1,
1519
+ 5,
1520
+ 1,
1521
+ 1,
1522
+ 23,
1523
+ 2,
1524
+ 15,
1525
+ 2,
1526
+ 3,
1527
+ 2,
1528
+ 0,
1529
+ 4,
1530
+ 4,
1531
+ 1,
1532
+ 4,
1533
+ 18,
1534
+ 12,
1535
+ 2,
1536
+ 19,
1537
+ 2,
1538
+ 0,
1539
+ 2,
1540
+ 0,
1541
+ 4,
1542
+ 9,
1543
+ 0,
1544
+ 1,
1545
+ 2,
1546
+ 10,
1547
+ 4,
1548
+ 11,
1549
+ 11,
1550
+ 16,
1551
+ 5,
1552
+ 20,
1553
+ 11,
1554
+ 3,
1555
+ 6,
1556
+ 11,
1557
+ 0,
1558
+ 4,
1559
+ 4,
1560
+ 0,
1561
+ 1,
1562
+ 0,
1563
+ 5,
1564
+ 5,
1565
+ 1,
1566
+ 12,
1567
+ 10,
1568
+ 0,
1569
+ 2,
1570
+ 2,
1571
+ 1,
1572
+ 0,
1573
+ 4,
1574
+ 1,
1575
+ 0,
1576
+ 2,
1577
+ 6,
1578
+ -1,
1579
+ 1,
1580
+ 18,
1581
+ 1,
1582
+ 1,
1583
+ 0,
1584
+ 0,
1585
+ 16,
1586
+ 1,
1587
+ 12,
1588
+ 7,
1589
+ 2,
1590
+ 0,
1591
+ 3,
1592
+ 5,
1593
+ 1,
1594
+ 3,
1595
+ 6,
1596
+ 12,
1597
+ 5,
1598
+ 7,
1599
+ 0,
1600
+ -1,
1601
+ 0,
1602
+ 3,
1603
+ 13,
1604
+ 19,
1605
+ 5,
1606
+ 20,
1607
+ 5,
1608
+ 4,
1609
+ 4,
1610
+ 3,
1611
+ 4,
1612
+ 18,
1613
+ 2,
1614
+ 16,
1615
+ -1,
1616
+ 22,
1617
+ 0,
1618
+ 5,
1619
+ 8,
1620
+ 2,
1621
+ 13,
1622
+ 10,
1623
+ 2,
1624
+ 8,
1625
+ 17,
1626
+ 7,
1627
+ 2,
1628
+ 0,
1629
+ 5,
1630
+ 10,
1631
+ 10,
1632
+ 18,
1633
+ 1,
1634
+ 1,
1635
+ 0,
1636
+ 0,
1637
+ 7,
1638
+ 15,
1639
+ 21,
1640
+ 20,
1641
+ 2,
1642
+ 1,
1643
+ 0,
1644
+ 3,
1645
+ 0,
1646
+ 3,
1647
+ 0,
1648
+ 17,
1649
+ 0,
1650
+ 7,
1651
+ 11,
1652
+ 21,
1653
+ 3,
1654
+ 8,
1655
+ 14,
1656
+ 15,
1657
+ 2,
1658
+ 11,
1659
+ 23,
1660
+ 3,
1661
+ 3,
1662
+ 2,
1663
+ 1,
1664
+ 15,
1665
+ 21,
1666
+ 10,
1667
+ 2,
1668
+ 20,
1669
+ 3,
1670
+ 3,
1671
+ 4,
1672
+ 1,
1673
+ 2,
1674
+ 0,
1675
+ 4,
1676
+ 13,
1677
+ 0,
1678
+ 1,
1679
+ 14,
1680
+ 0,
1681
+ 4,
1682
+ 1,
1683
+ 1,
1684
+ 5,
1685
+ 20,
1686
+ 7,
1687
+ 0,
1688
+ 1,
1689
+ 1,
1690
+ 23,
1691
+ 3,
1692
+ 3,
1693
+ 6,
1694
+ 23,
1695
+ 3,
1696
+ 1,
1697
+ 8,
1698
+ 17,
1699
+ 3,
1700
+ 2,
1701
+ 20,
1702
+ 4,
1703
+ 9,
1704
+ 7,
1705
+ 16,
1706
+ 1,
1707
+ 0,
1708
+ 0,
1709
+ 22,
1710
+ 2,
1711
+ 3,
1712
+ 3,
1713
+ 0,
1714
+ 9,
1715
+ 1,
1716
+ 15,
1717
+ 11,
1718
+ 2,
1719
+ 22,
1720
+ 3,
1721
+ 6,
1722
+ 0,
1723
+ 0,
1724
+ 23,
1725
+ 0,
1726
+ 14,
1727
+ 7,
1728
+ -1,
1729
+ 4,
1730
+ 5,
1731
+ 15,
1732
+ 1,
1733
+ 9,
1734
+ 14,
1735
+ 10,
1736
+ 11,
1737
+ 2,
1738
+ 0,
1739
+ 3,
1740
+ 1,
1741
+ 4,
1742
+ 2,
1743
+ 1,
1744
+ 2,
1745
+ 4,
1746
+ 3,
1747
+ -1,
1748
+ 7,
1749
+ 22,
1750
+ 14,
1751
+ 10,
1752
+ 4,
1753
+ 1,
1754
+ 0,
1755
+ 0,
1756
+ 2,
1757
+ 15,
1758
+ 2,
1759
+ 2,
1760
+ 4,
1761
+ 1,
1762
+ 6,
1763
+ 4,
1764
+ 0,
1765
+ 4,
1766
+ 2,
1767
+ 8,
1768
+ 12,
1769
+ 3,
1770
+ 19,
1771
+ 3,
1772
+ 16,
1773
+ 13,
1774
+ 3,
1775
+ 0,
1776
+ 1,
1777
+ 2,
1778
+ 13,
1779
+ 9,
1780
+ 3,
1781
+ 2,
1782
+ 1,
1783
+ 0,
1784
+ 15,
1785
+ 0,
1786
+ 2,
1787
+ 19,
1788
+ 19,
1789
+ 0,
1790
+ 0,
1791
+ 12,
1792
+ 0,
1793
+ -1,
1794
+ 1,
1795
+ -1,
1796
+ 2,
1797
+ 13,
1798
+ 2,
1799
+ 5,
1800
+ 0,
1801
+ 18,
1802
+ 1,
1803
+ 1,
1804
+ 1,
1805
+ 1,
1806
+ 11,
1807
+ 0,
1808
+ 3,
1809
+ 13,
1810
+ 17,
1811
+ 5,
1812
+ 0,
1813
+ 2,
1814
+ 1,
1815
+ -1,
1816
+ -1,
1817
+ 17,
1818
+ 12,
1819
+ 2,
1820
+ 3,
1821
+ 6,
1822
+ 2,
1823
+ 7,
1824
+ 4,
1825
+ 8,
1826
+ 0,
1827
+ 1,
1828
+ 11,
1829
+ 3,
1830
+ 17,
1831
+ 1,
1832
+ 3,
1833
+ 12,
1834
+ 2,
1835
+ -1,
1836
+ 18,
1837
+ 2,
1838
+ 3,
1839
+ 5,
1840
+ 3,
1841
+ 8,
1842
+ 2,
1843
+ -1,
1844
+ 14,
1845
+ 2,
1846
+ 0,
1847
+ -1,
1848
+ 1,
1849
+ 1,
1850
+ 5,
1851
+ 7,
1852
+ 12,
1853
+ 0,
1854
+ 0,
1855
+ 2,
1856
+ 22,
1857
+ 5,
1858
+ 6,
1859
+ 6,
1860
+ 3,
1861
+ 3,
1862
+ 0,
1863
+ 0,
1864
+ 3,
1865
+ 2,
1866
+ 17,
1867
+ 1,
1868
+ 4,
1869
+ 23,
1870
+ 10,
1871
+ 4,
1872
+ 2,
1873
+ 0,
1874
+ 18,
1875
+ 3,
1876
+ 1,
1877
+ 1,
1878
+ 0,
1879
+ 14,
1880
+ 1,
1881
+ 1,
1882
+ 1,
1883
+ 0,
1884
+ 3,
1885
+ 2,
1886
+ 12,
1887
+ 0,
1888
+ 4,
1889
+ 0,
1890
+ 5,
1891
+ 2,
1892
+ 3,
1893
+ 0,
1894
+ 6,
1895
+ -1,
1896
+ 0,
1897
+ 1,
1898
+ 2,
1899
+ 1,
1900
+ 1,
1901
+ 5,
1902
+ 2,
1903
+ 8,
1904
+ 14,
1905
+ 2,
1906
+ 7,
1907
+ 5,
1908
+ 3,
1909
+ 12,
1910
+ 5,
1911
+ 3,
1912
+ 0,
1913
+ 0,
1914
+ 0,
1915
+ 0,
1916
+ 11,
1917
+ 2,
1918
+ 6,
1919
+ 12,
1920
+ 4,
1921
+ -1,
1922
+ 1,
1923
+ 12,
1924
+ 0,
1925
+ 1,
1926
+ 3,
1927
+ 16,
1928
+ 22,
1929
+ 1,
1930
+ 10,
1931
+ 2,
1932
+ 0,
1933
+ 9,
1934
+ 20,
1935
+ 0,
1936
+ 1,
1937
+ 13,
1938
+ 0,
1939
+ 17,
1940
+ 21,
1941
+ 1,
1942
+ 9,
1943
+ 11,
1944
+ 0,
1945
+ 0,
1946
+ 10,
1947
+ 8,
1948
+ 3,
1949
+ 6,
1950
+ 7,
1951
+ 7,
1952
+ 1,
1953
+ 4,
1954
+ 0,
1955
+ 10,
1956
+ 2,
1957
+ 3,
1958
+ 1,
1959
+ 7,
1960
+ 10,
1961
+ 0,
1962
+ 3,
1963
+ 3,
1964
+ 11,
1965
+ -1,
1966
+ 1,
1967
+ 1,
1968
+ 0,
1969
+ 0,
1970
+ 0,
1971
+ 1,
1972
+ 1,
1973
+ 2,
1974
+ 18,
1975
+ 1,
1976
+ 10,
1977
+ 9,
1978
+ 4,
1979
+ 13,
1980
+ 4,
1981
+ 0,
1982
+ 0,
1983
+ 5,
1984
+ 4,
1985
+ 15,
1986
+ 0,
1987
+ 2,
1988
+ 10,
1989
+ 0,
1990
+ 3,
1991
+ 0,
1992
+ 0,
1993
+ 9,
1994
+ 5,
1995
+ 16,
1996
+ 14,
1997
+ 2,
1998
+ 17,
1999
+ 0,
2000
+ 1,
2001
+ 10,
2002
+ 4,
2003
+ 2,
2004
+ 19,
2005
+ 4,
2006
+ 12,
2007
+ 10,
2008
+ 0,
2009
+ 10,
2010
+ 13,
2011
+ 0,
2012
+ 21,
2013
+ 1,
2014
+ 6,
2015
+ 0,
2016
+ 20,
2017
+ 4,
2018
+ 14,
2019
+ 0,
2020
+ 1,
2021
+ 21,
2022
+ 1,
2023
+ 0,
2024
+ 1,
2025
+ 0,
2026
+ 0,
2027
+ 10,
2028
+ 1,
2029
+ 0,
2030
+ 0,
2031
+ 23,
2032
+ 1,
2033
+ 11,
2034
+ 2,
2035
+ 0,
2036
+ 1,
2037
+ 1,
2038
+ 13,
2039
+ 1,
2040
+ 21,
2041
+ 22,
2042
+ 14,
2043
+ 3,
2044
+ 15,
2045
+ 13,
2046
+ 20,
2047
+ 1,
2048
+ 3,
2049
+ 16,
2050
+ 13,
2051
+ 0,
2052
+ 15,
2053
+ 9,
2054
+ 1,
2055
+ 1,
2056
+ 3,
2057
+ 19,
2058
+ 2,
2059
+ 1,
2060
+ 21,
2061
+ 5,
2062
+ 3,
2063
+ 11,
2064
+ 0,
2065
+ 12,
2066
+ -1,
2067
+ 16,
2068
+ 0,
2069
+ 20,
2070
+ 0,
2071
+ 3,
2072
+ 12,
2073
+ 17,
2074
+ 1,
2075
+ 8,
2076
+ 3,
2077
+ 1,
2078
+ 17,
2079
+ 11,
2080
+ 0,
2081
+ 8,
2082
+ 0,
2083
+ 6,
2084
+ -1,
2085
+ 8,
2086
+ 1,
2087
+ 0,
2088
+ 23,
2089
+ 3,
2090
+ 2,
2091
+ -1,
2092
+ 19,
2093
+ 1,
2094
+ 1,
2095
+ -1,
2096
+ 1,
2097
+ 3,
2098
+ 19,
2099
+ 2,
2100
+ 9,
2101
+ 1,
2102
+ 3,
2103
+ 0,
2104
+ 5,
2105
+ 0,
2106
+ 12,
2107
+ 13,
2108
+ 5,
2109
+ 2,
2110
+ 4,
2111
+ 13,
2112
+ 10,
2113
+ 0,
2114
+ 7,
2115
+ 2,
2116
+ 16,
2117
+ 6,
2118
+ 6,
2119
+ 17,
2120
+ 3,
2121
+ 2,
2122
+ 15,
2123
+ 5,
2124
+ 10,
2125
+ 1,
2126
+ 11,
2127
+ 9,
2128
+ 5,
2129
+ 0,
2130
+ 1,
2131
+ 3,
2132
+ 1,
2133
+ 3,
2134
+ 0,
2135
+ 1,
2136
+ 9,
2137
+ 7,
2138
+ 10,
2139
+ 6,
2140
+ 3,
2141
+ 13,
2142
+ 0,
2143
+ 3,
2144
+ 15,
2145
+ 0,
2146
+ 4,
2147
+ 5,
2148
+ 3,
2149
+ 0,
2150
+ 6,
2151
+ 5,
2152
+ 12,
2153
+ 10,
2154
+ 6,
2155
+ 2,
2156
+ 2,
2157
+ 3,
2158
+ 17,
2159
+ 1,
2160
+ 7,
2161
+ 1,
2162
+ 0,
2163
+ 2,
2164
+ 0,
2165
+ 11,
2166
+ 14,
2167
+ 16,
2168
+ 3,
2169
+ 18,
2170
+ 0,
2171
+ 13,
2172
+ 0,
2173
+ 8,
2174
+ 2,
2175
+ 1,
2176
+ 0,
2177
+ 0,
2178
+ 6,
2179
+ -1,
2180
+ 1,
2181
+ 0,
2182
+ 11,
2183
+ 0,
2184
+ 12,
2185
+ 1,
2186
+ 0,
2187
+ 6,
2188
+ 3,
2189
+ 10,
2190
+ 12,
2191
+ 17,
2192
+ 1,
2193
+ 8,
2194
+ 19,
2195
+ 0,
2196
+ 6,
2197
+ 6,
2198
+ 6,
2199
+ 0,
2200
+ 0,
2201
+ 4,
2202
+ 13,
2203
+ 0,
2204
+ 0,
2205
+ 11,
2206
+ 0,
2207
+ 13,
2208
+ 1,
2209
+ 0,
2210
+ 20,
2211
+ 14,
2212
+ 11,
2213
+ -1,
2214
+ 2,
2215
+ 8,
2216
+ 0,
2217
+ 2,
2218
+ 1,
2219
+ 11,
2220
+ 3,
2221
+ 3,
2222
+ 3,
2223
+ 0,
2224
+ 5,
2225
+ 4,
2226
+ 0,
2227
+ 1,
2228
+ 6,
2229
+ 1,
2230
+ 16,
2231
+ 1,
2232
+ 5,
2233
+ 5,
2234
+ 1,
2235
+ 0,
2236
+ 5,
2237
+ 4,
2238
+ 15,
2239
+ 16,
2240
+ 16,
2241
+ 8,
2242
+ 0,
2243
+ 2,
2244
+ 0,
2245
+ 19,
2246
+ 11,
2247
+ 5,
2248
+ 1,
2249
+ 0,
2250
+ 0,
2251
+ 2,
2252
+ 9,
2253
+ 13,
2254
+ 1,
2255
+ 4,
2256
+ 5,
2257
+ 5,
2258
+ 19,
2259
+ 17,
2260
+ 7,
2261
+ 2,
2262
+ 16,
2263
+ 13,
2264
+ 3,
2265
+ 11,
2266
+ 0,
2267
+ 7,
2268
+ 19,
2269
+ 1,
2270
+ 14,
2271
+ 4,
2272
+ 3,
2273
+ 12,
2274
+ 2,
2275
+ 3,
2276
+ 2,
2277
+ 8,
2278
+ 2,
2279
+ 4,
2280
+ 7,
2281
+ 12,
2282
+ 2,
2283
+ 2,
2284
+ 1,
2285
+ 0,
2286
+ 2,
2287
+ 18,
2288
+ 6,
2289
+ 5,
2290
+ 15,
2291
+ 6,
2292
+ 7,
2293
+ 3,
2294
+ 2,
2295
+ 1,
2296
+ 1,
2297
+ 9,
2298
+ 14,
2299
+ 3,
2300
+ 3,
2301
+ 3,
2302
+ 1,
2303
+ 2,
2304
+ 1,
2305
+ 9,
2306
+ 12,
2307
+ 11,
2308
+ 0,
2309
+ 0,
2310
+ 7,
2311
+ 11,
2312
+ 1,
2313
+ 2,
2314
+ 9,
2315
+ 6,
2316
+ 1,
2317
+ 0,
2318
+ 2,
2319
+ 11,
2320
+ 20,
2321
+ 0,
2322
+ 2,
2323
+ 10,
2324
+ 2,
2325
+ 6,
2326
+ 1,
2327
+ 1,
2328
+ 0,
2329
+ 5,
2330
+ 1,
2331
+ 3,
2332
+ 5,
2333
+ 1,
2334
+ 2,
2335
+ 1,
2336
+ 0,
2337
+ 3,
2338
+ -1,
2339
+ 4,
2340
+ 4,
2341
+ 0,
2342
+ 0,
2343
+ 3,
2344
+ 12,
2345
+ 5,
2346
+ 2,
2347
+ 3,
2348
+ 0,
2349
+ 19,
2350
+ 4,
2351
+ 3,
2352
+ 5,
2353
+ 14,
2354
+ 4,
2355
+ 0,
2356
+ 4,
2357
+ 3,
2358
+ 3,
2359
+ 13,
2360
+ 8,
2361
+ 10,
2362
+ 22,
2363
+ 0,
2364
+ 1,
2365
+ 4,
2366
+ 0,
2367
+ 3,
2368
+ -1,
2369
+ 5,
2370
+ 2,
2371
+ 4,
2372
+ 2,
2373
+ 14,
2374
+ 0,
2375
+ 1,
2376
+ 0,
2377
+ 3,
2378
+ 3,
2379
+ 22,
2380
+ 5,
2381
+ 7,
2382
+ 7,
2383
+ 6,
2384
+ 1,
2385
+ 10,
2386
+ 10,
2387
+ -1,
2388
+ 21,
2389
+ 1,
2390
+ 4,
2391
+ 6,
2392
+ 4,
2393
+ 10,
2394
+ 11,
2395
+ 14,
2396
+ 16,
2397
+ 2,
2398
+ 23,
2399
+ 11,
2400
+ 0,
2401
+ 1,
2402
+ 1,
2403
+ 4,
2404
+ 8,
2405
+ 9,
2406
+ 13,
2407
+ 4,
2408
+ 8,
2409
+ 6,
2410
+ 14,
2411
+ 0,
2412
+ 2
2413
+ ],
2414
+ "topic_sizes": {
2415
+ "3": 135,
2416
+ "0": 226,
2417
+ "4": 77,
2418
+ "2": 142,
2419
+ "7": 40,
2420
+ "5": 68,
2421
+ "14": 28,
2422
+ "11": 37,
2423
+ "8": 40,
2424
+ "10": 39,
2425
+ "21": 14,
2426
+ "1": 188,
2427
+ "13": 30,
2428
+ "16": 23,
2429
+ "23": 12,
2430
+ "9": 39,
2431
+ "17": 20,
2432
+ "12": 34,
2433
+ "22": 14,
2434
+ "18": 17,
2435
+ "-1": 34,
2436
+ "6": 46,
2437
+ "15": 24,
2438
+ "19": 16,
2439
+ "20": 15
2440
+ },
2441
+ "topic_mapper": [
2442
+ [
2443
+ -1,
2444
+ -1,
2445
+ -1
2446
+ ],
2447
+ [
2448
+ 0,
2449
+ 0,
2450
+ 23
2451
+ ],
2452
+ [
2453
+ 1,
2454
+ 1,
2455
+ 8
2456
+ ],
2457
+ [
2458
+ 2,
2459
+ 2,
2460
+ 13
2461
+ ],
2462
+ [
2463
+ 3,
2464
+ 3,
2465
+ 0
2466
+ ],
2467
+ [
2468
+ 4,
2469
+ 4,
2470
+ 12
2471
+ ],
2472
+ [
2473
+ 5,
2474
+ 5,
2475
+ 9
2476
+ ],
2477
+ [
2478
+ 6,
2479
+ 6,
2480
+ 18
2481
+ ],
2482
+ [
2483
+ 7,
2484
+ 7,
2485
+ 19
2486
+ ],
2487
+ [
2488
+ 8,
2489
+ 8,
2490
+ 7
2491
+ ],
2492
+ [
2493
+ 9,
2494
+ 9,
2495
+ 3
2496
+ ],
2497
+ [
2498
+ 10,
2499
+ 10,
2500
+ 21
2501
+ ],
2502
+ [
2503
+ 11,
2504
+ 11,
2505
+ 15
2506
+ ],
2507
+ [
2508
+ 12,
2509
+ 12,
2510
+ 20
2511
+ ],
2512
+ [
2513
+ 13,
2514
+ 13,
2515
+ 16
2516
+ ],
2517
+ [
2518
+ 14,
2519
+ 14,
2520
+ 6
2521
+ ],
2522
+ [
2523
+ 15,
2524
+ 15,
2525
+ 14
2526
+ ],
2527
+ [
2528
+ 16,
2529
+ 16,
2530
+ 11
2531
+ ],
2532
+ [
2533
+ 17,
2534
+ 17,
2535
+ 4
2536
+ ],
2537
+ [
2538
+ 18,
2539
+ 18,
2540
+ 17
2541
+ ],
2542
+ [
2543
+ 19,
2544
+ 19,
2545
+ 1
2546
+ ],
2547
+ [
2548
+ 20,
2549
+ 20,
2550
+ 2
2551
+ ],
2552
+ [
2553
+ 21,
2554
+ 21,
2555
+ 10
2556
+ ],
2557
+ [
2558
+ 22,
2559
+ 22,
2560
+ 22
2561
+ ],
2562
+ [
2563
+ 23,
2564
+ 23,
2565
+ 5
2566
+ ]
2567
+ ],
2568
+ "topic_labels": {
2569
+ "-1": "-1_events_invites_national_volunteer",
2570
+ "0": "0_gworks_software_hub_the",
2571
+ "1": "1_upflow_upflows_can_how",
2572
+ "2": "2_banking_compliance_are_what",
2573
+ "3": "3_canal_canals_for_what",
2574
+ "4": "4_pricing_roi_details_upflows",
2575
+ "5": "5_sama_task_delivery_annotation",
2576
+ "6": "6_collection_cash_processes_ar",
2577
+ "7": "7_case_studies_we_have",
2578
+ "8": "8_naro_naros_platform_answers",
2579
+ "9": "9_invoices_invoice_invoicing_upflow",
2580
+ "10": "10_recipient_renewal_the_sender",
2581
+ "11": "11_payment_upflows_gateway_features",
2582
+ "12": "12_builder_tool_audience_presentation",
2583
+ "13": "13_where_found_be_deck",
2584
+ "14": "14_stripe_express_hubspot_billing",
2585
+ "15": "15_retention_unit_ottimate_increase",
2586
+ "16": "16_netsuite_with_upflow_integration",
2587
+ "17": "17_email_inbox_ar_success",
2588
+ "18": "18_chargebee_with_upflow_synchronized",
2589
+ "19": "19_budget_allocation_iq_plate",
2590
+ "20": "20_receivable_accounts_jjjworks_upflow",
2591
+ "21": "21_card_cards_status_program",
2592
+ "22": "22_project_projects_growth_roadmap",
2593
+ "23": "23_nps_docebo_employee_scores"
2594
+ },
2595
+ "custom_labels": null,
2596
+ "_outliers": 1,
2597
+ "topic_aspects": {}
2598
+ }