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Fine-tuned Topic Model for best_features column, last commit on 2025-01-14 09:41:08

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  1. ctfidf_config.json +430 -430
  2. topics.json +408 -408
ctfidf_config.json CHANGED
@@ -19,469 +19,469 @@
19
  4
20
  ],
21
  "stop_words": [
22
- "elsewhere",
23
- "hmmm",
24
- "several",
25
- "here",
26
- "how",
27
- "callirgos",
28
- "whereby",
29
- "are",
30
- "fifteen",
31
- "our",
32
- "become",
33
- "walshs",
34
- "hasnt",
35
  "should",
36
- "himelstein",
37
- "njits",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
38
  "nobody",
39
- "than",
40
- "third",
41
- "for",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
42
  "empty",
43
- "pak",
44
- "ever",
45
- "anyway",
46
- "first",
47
- "yet",
48
- "would",
49
- "seems",
50
- "charles",
51
- "hmmmmm",
52
- "imvaainbo",
53
- "features",
54
- "toward",
55
- "maura deek",
56
- "asokan",
57
- "others",
58
- "namely",
59
- "whoever",
60
  "done",
61
- "was",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
62
  "four",
63
- "thereafter",
64
- "deegan",
65
- "etc",
66
- "eg",
67
- "used",
68
- "someone",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
69
  "about",
70
- "name",
71
- "given",
72
- "re",
73
- "know",
74
- "together",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
75
  "literally",
76
- "kmiec",
77
- "mine",
78
- "cannot",
79
  "naprettykmiec",
80
- "through",
81
- "james",
82
- "honestly",
83
- "khichi",
84
- "con",
85
- "philips",
86
- "across",
87
- "indeed",
88
- "so",
89
- "before",
90
  "nine",
91
- "among",
92
- "twenty",
93
- "actually",
94
- "nasello",
95
- "bonitsis",
 
 
 
 
 
 
 
 
96
  "sometimes",
97
- "take",
98
- "none",
99
- "after",
100
- "few",
101
- "hundred",
102
- "casal",
103
- "us",
104
  "hmm",
105
- "same",
106
- "abdel",
107
- "such",
108
- "another",
109
- "every",
110
- "throughout",
111
- "co",
112
- "depaolo",
113
- "particularly",
114
- "they",
115
- "nolan",
116
- "sixty",
117
- "miguel",
118
- "david",
119
- "have",
120
- "estrada",
121
- "ms",
122
- "became",
123
- "to",
124
- "that",
125
- "ours",
126
- "see",
127
- "make",
128
- "mill",
129
- "much",
130
- "doing",
131
- "onto",
132
- "these",
133
- "even",
134
- "very",
135
- "whereas",
136
- "thence",
137
- "me",
138
- "off",
139
- "ehh",
140
- "man",
141
- "thus",
142
- "former",
143
- "nor",
144
- "otherwise",
145
- "top",
146
- "she",
147
- "whole",
148
- "lot",
149
- "its",
150
- "giving",
151
- "rao",
152
- "along",
153
- "anything",
154
- "might",
155
- "whether",
156
- "three",
157
- "mannn",
158
- "ce",
159
- "perhaps",
160
- "rather",
161
- "side",
162
- "ten",
163
- "interest",
164
- "ii",
165
- "phillips",
166
- "adprofessoress",
167
- "wants",
168
- "as",
169
- "down",
170
- "rohloff",
171
  "those",
172
- "thereby",
173
- "plotnick",
174
- "why",
175
- "fully",
176
- "therein",
177
- "he",
178
- "enough",
179
- "james mchugh",
180
- "within",
181
- "next",
182
- "her",
183
- "with",
184
- "under",
185
- "comes",
186
- "smoother",
187
- "whereafter",
188
- "were",
189
- "whereupon",
190
- "had",
191
  "since",
192
- "eh",
193
- "get",
194
- "call",
195
- "patel",
196
- "couldnt",
197
- "now",
198
- "herself",
199
  "keep",
200
- "ask",
 
 
201
  "but",
202
- "other",
203
- "while",
 
 
 
 
 
 
 
 
 
 
204
  "what",
205
- "any",
206
- "becomes",
207
- "bruh",
208
- "pretty",
209
- "you",
210
- "miima",
211
- "course",
212
- "thru",
213
- "up",
214
- "collins",
215
- "from",
216
- "between",
217
- "often",
218
- "well",
219
- "being",
220
- "fifty",
221
- "your",
222
- "schesser",
223
- "cry",
224
- "going",
225
- "completely",
226
- "went",
227
- "his",
228
  "per",
229
- "fleischer",
230
- "nevertheless",
231
- "whither",
232
- "go",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
233
  "neither",
234
- "all",
235
- "more",
236
- "mchugh",
237
- "thin",
238
- "himself",
239
- "besides",
240
  "seem",
241
- "front",
242
- "who",
243
- "twelve",
244
- "is",
245
- "no",
246
- "overall",
247
- "somers",
248
- "walsh",
249
- "a",
250
- "inc",
251
- "already",
252
- "however",
253
- "towards",
254
- "made",
255
- "everywhere",
256
- "dr",
257
- "noone",
258
- "can",
259
- "did",
260
- "cant",
261
- "by",
262
- "fill",
263
- "yourselves",
264
- "into",
265
  "do",
266
- "woman",
267
- "nothing",
268
- "on",
269
- "does",
270
- "bonchonsky",
271
- "six",
272
- "na",
273
- "until",
274
- "bill",
275
- "amount",
276
- "their",
277
- "mrs",
278
  "been",
279
- "almost",
280
- "both",
281
- "without",
282
- "particular",
283
- "could",
284
- "specific",
285
- "deek",
286
- "jose",
287
- "definitely",
288
- "njit",
289
- "amongst",
290
- "when",
291
- "against",
292
- "taher",
293
- "thereupon",
294
- "ntg",
295
- "mcennis",
296
- "there",
297
- "rima",
298
- "nah",
299
- "david abed",
300
- "absolutely",
301
- "sometime",
302
- "makes",
303
- "if",
304
- "seemed",
305
- "itself",
306
- "use",
307
- "everyone",
308
- "where",
309
- "own",
310
- "thick",
311
- "maura",
312
- "further",
313
- "whenever",
314
- "hers",
315
- "anyone",
316
- "anyhow",
317
- "mind",
318
- "gives",
319
- "give",
320
- "though",
321
- "charles pak",
322
- "bottom",
323
- "goodwin",
324
- "around",
325
- "due",
326
- "s",
327
- "detail",
328
- "beside",
329
- "yours",
330
- "describe",
331
- "mannnnnnn",
332
- "above",
333
- "please",
334
- "herein",
335
  "below",
336
- "back",
337
- "him",
338
- "although",
339
- "hmmmm",
340
- "anywhere",
341
- "still",
342
- "show",
343
- "hereafter",
344
- "beforehand",
345
- "able",
346
  "people",
347
- "i",
348
- "de",
349
- "yourself",
350
- "nowhere",
351
- "always",
352
- "therefore",
353
- "except",
 
 
 
354
  "hereupon",
355
- "ltd",
356
- "becoming",
357
- "only",
358
- "them",
359
- "which",
360
- "eleven",
361
- "least",
362
- "mr",
363
- "huong",
364
- "of",
365
- "moreover",
366
- "aasay",
367
- "wherein",
368
- "somehow",
369
- "vb",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
370
  "again",
371
- "over",
372
- "five",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
373
  "ok",
374
- "whom",
375
- "just",
376
- "vi",
377
- "got",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
378
  "part",
379
- "xd",
380
- "one",
381
- "unfortunately",
382
- "especially",
 
 
 
 
 
 
 
 
 
383
  "lol",
384
- "it",
385
- "beyond",
386
- "zhao",
 
 
 
 
 
 
 
387
  "ourselves",
388
- "abed",
389
- "deeks",
390
- "find",
391
- "meanwhile",
392
- "may",
393
- "like",
394
- "happened",
395
- "less",
396
- "wherever",
397
- "each",
398
- "will",
399
- "jesus",
400
- "linda",
401
- "formerly",
402
- "many",
403
  "or",
404
- "somewhere",
405
- "really",
406
- "behind",
407
- "out",
408
- "and",
409
- "bengu",
410
- "none_xd_",
411
- "rima taher",
412
- "thing",
413
- "com",
414
- "full",
415
- "we",
416
- "once",
417
- "this",
418
- "sea",
419
- "latterly",
420
- "not",
421
  "fire",
422
- "system",
423
- "whose",
424
- "most",
425
- "jason",
426
- "never",
427
- "put",
428
- "serious",
429
- "must",
430
- "has",
431
- "also",
432
- "hence",
433
- "pier",
434
- "amoungst",
435
- "specifically",
436
- "else",
437
  "move",
438
- "forty",
439
- "some",
440
- "be",
441
- "two",
442
- "goes",
443
- "upon",
444
- "because",
445
- "either",
446
- "in",
447
- "eight",
448
- "an",
449
- "ie",
450
- "mostly",
451
- "rutgersthings",
452
- "monkey",
453
- "botnis",
454
- "smooth",
455
- "miguel callirgos",
456
- "my",
457
- "sure",
458
- "alone",
459
- "too",
460
- "afterwards",
461
- "un",
462
- "at",
463
- "_xd_",
464
- "hmmmmmm",
465
- "themselves",
466
- "ava",
467
- "last",
468
- "the",
469
- "hereby",
470
  "myself",
471
- "whatever",
472
- "during",
473
- "seeming",
474
- "sincere",
475
- "cimino",
476
- "found",
477
- "high",
478
- "then",
479
- "am",
480
- "latter",
481
- "something",
482
- "hm",
483
- "via",
484
- "whence",
485
  "happy ramadan",
486
  "ramadan",
487
  "happy ramdan",
 
19
  4
20
  ],
21
  "stop_words": [
22
+ "con",
23
+ "their",
24
+ "hers",
25
+ "hundred",
26
+ "jason",
27
+ "did",
28
+ "becomes",
29
+ "thence",
30
+ "third",
31
+ "cant",
32
+ "fully",
33
+ "particular",
 
34
  "should",
35
+ "specific",
36
+ "able",
37
+ "mcennis",
38
+ "that",
39
+ "each",
40
+ "somewhere",
41
+ "call",
42
+ "namely",
43
+ "now",
44
+ "twelve",
45
+ "most",
46
+ "why",
47
+ "may",
48
+ "ie",
49
+ "high",
50
+ "deeks",
51
  "nobody",
52
+ "aasay",
53
+ "therefore",
54
+ "maura",
55
+ "with",
56
+ "none_xd_",
57
+ "ce",
58
+ "goodwin",
59
+ "own",
60
+ "enough",
61
+ "thick",
62
+ "only",
63
+ "him",
64
+ "thin",
65
+ "describe",
66
+ "hereafter",
67
+ "vb",
68
+ "becoming",
69
+ "herself",
70
+ "charles pak",
71
+ "down",
72
+ "hmmm",
73
  "empty",
74
+ "every",
75
+ "de",
76
+ "inc",
77
+ "hmmmm",
78
+ "mill",
79
+ "on",
80
+ "thing",
81
+ "across",
82
+ "no",
83
+ "of",
84
+ "bengu",
85
+ "david",
86
+ "sixty",
 
 
 
 
87
  "done",
88
+ "abdel",
89
+ "detail",
90
+ "still",
91
+ "three",
92
+ "nevertheless",
93
+ "eight",
94
+ "up",
95
+ "must",
96
+ "went",
97
+ "nasello",
98
+ "several",
99
+ "whoever",
100
+ "against",
101
+ "goes",
102
+ "just",
103
+ "especially",
104
+ "mostly",
105
+ "makes",
106
+ "philips",
107
+ "another",
108
+ "does",
109
+ "collins",
110
+ "due",
111
+ "put",
112
+ "kmiec",
113
  "four",
114
+ "she",
115
+ "make",
116
+ "cry",
117
+ "huong",
118
+ "for",
119
+ "off",
120
+ "everywhere",
121
+ "jesus",
122
+ "honestly",
123
+ "well",
124
+ "seems",
125
+ "rutgersthings",
126
+ "found",
127
+ "through",
128
+ "sure",
129
+ "much",
130
+ "lot",
131
+ "linda",
132
+ "although",
133
+ "however",
134
+ "going",
135
+ "few",
136
+ "after",
137
+ "eh",
138
+ "doing",
139
+ "pier",
140
+ "find",
141
+ "mind",
142
+ "indeed",
143
+ "else",
144
+ "once",
145
+ "six",
146
+ "upon",
147
+ "nolan",
148
+ "himelstein",
149
+ "though",
150
+ "how",
151
+ "over",
152
+ "bonchonsky",
153
+ "herein",
154
+ "by",
155
+ "five",
156
+ "njits",
157
+ "almost",
158
+ "co",
159
+ "behind",
160
+ "are",
161
  "about",
162
+ "made",
163
+ "whence",
164
+ "hasnt",
165
+ "whereupon",
166
+ "amount",
167
+ "gives",
168
+ "xd",
169
+ "beyond",
170
+ "nah",
171
+ "above",
172
+ "not",
173
+ "had",
174
+ "us",
175
+ "perhaps",
176
+ "latter",
177
+ "thereupon",
178
+ "an",
179
+ "many",
180
+ "was",
181
+ "david abed",
182
+ "comes",
183
+ "have",
184
+ "mr",
185
+ "side",
186
+ "a",
187
+ "yours",
188
+ "somehow",
189
+ "ms",
190
+ "phillips",
191
+ "onto",
192
+ "whereas",
193
  "literally",
 
 
 
194
  "naprettykmiec",
195
+ "under",
 
 
 
 
 
 
 
 
 
196
  "nine",
197
+ "wants",
198
+ "someone",
199
+ "meanwhile",
200
+ "even",
201
+ "pretty",
202
+ "rima",
203
+ "something",
204
+ "ask",
205
+ "seeming",
206
+ "into",
207
+ "in",
208
+ "already",
209
+ "ltd",
210
  "sometimes",
 
 
 
 
 
 
 
211
  "hmm",
212
+ "take",
213
+ "s",
214
+ "among",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
215
  "those",
216
+ "anyhow",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
217
  "since",
218
+ "pak",
219
+ "one",
220
+ "really",
221
+ "otherwise",
222
+ "afterwards",
 
 
223
  "keep",
224
+ "it",
225
+ "walshs",
226
+ "jose",
227
  "but",
228
+ "sometime",
229
+ "via",
230
+ "james",
231
+ "my",
232
+ "around",
233
+ "yourselves",
234
+ "all",
235
+ "also",
236
+ "ten",
237
+ "vi",
238
+ "maura deek",
239
+ "whole",
240
  "what",
241
+ "which",
242
+ "cannot",
243
+ "became",
244
+ "mrs",
245
+ "more",
246
+ "least",
247
+ "plotnick",
248
+ "less",
249
+ "the",
250
+ "system",
251
+ "we",
252
+ "zhao",
253
+ "serious",
254
+ "he",
 
 
 
 
 
 
 
 
 
255
  "per",
256
+ "adprofessoress",
257
+ "used",
258
+ "whether",
259
+ "to",
260
+ "first",
261
+ "monkey",
262
+ "elsewhere",
263
+ "eleven",
264
+ "am",
265
+ "thereafter",
266
+ "either",
267
+ "show",
268
+ "giving",
269
+ "deegan",
270
+ "because",
271
+ "then",
272
+ "its",
273
+ "deek",
274
+ "schesser",
275
+ "rao",
276
+ "further",
277
+ "top",
278
+ "could",
279
+ "james mchugh",
280
+ "know",
281
+ "out",
282
+ "etc",
283
+ "features",
284
  "neither",
285
+ "and",
286
+ "mannn",
 
 
 
 
287
  "seem",
288
+ "next",
289
+ "them",
290
+ "moreover",
291
+ "anyone",
292
+ "might",
293
+ "happened",
294
+ "un",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
295
  "do",
296
+ "completely",
297
+ "ii",
298
+ "miguel",
299
+ "cimino",
300
+ "if",
301
+ "noone",
302
+ "back",
303
+ "yet",
 
 
 
 
304
  "been",
305
+ "together",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
306
  "below",
307
+ "miguel callirgos",
 
 
 
 
 
 
 
 
 
308
  "people",
309
+ "depaolo",
310
+ "themselves",
311
+ "interest",
312
+ "when",
313
+ "asokan",
314
+ "too",
315
+ "until",
316
+ "like",
317
+ "during",
318
+ "some",
319
  "hereupon",
320
+ "you",
321
+ "ntg",
322
+ "nowhere",
323
+ "sea",
324
+ "full",
325
+ "definitely",
326
+ "yourself",
327
+ "bruh",
328
+ "before",
329
+ "never",
330
+ "alone",
331
+ "hm",
332
+ "anywhere",
333
+ "botnis",
334
+ "none",
335
+ "can",
336
+ "beforehand",
337
+ "at",
338
+ "twenty",
339
+ "while",
340
+ "here",
341
+ "com",
342
+ "hereby",
343
+ "fill",
344
+ "give",
345
+ "her",
346
+ "fifteen",
347
+ "smooth",
348
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5090
  [
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  "python lessons",
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  [
5095
  "python lessons great",
 
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  ],
5102
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5103
  "lessons great order pace",
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5106
  [
5107
  "great order pace making",
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5110
  [
5111
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5115
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5119
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  [
5213
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5217
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5221
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5224
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5225
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5229
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5233
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5237
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