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Fine-tuned Topic Model for aspects_to_improve column, last commit on 2025-01-03 13:13:16

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Files changed (3) hide show
  1. config.json +1 -1
  2. ctfidf_config.json +418 -418
  3. topics.json +91 -91
config.json CHANGED
@@ -9,7 +9,7 @@
9
  ],
10
  "nr_topics": "auto",
11
  "seed_topic_list": null,
12
- "top_n_words": 7,
13
  "verbose": true,
14
  "zeroshot_min_similarity": 0.7,
15
  "zeroshot_topic_list": null
 
9
  ],
10
  "nr_topics": "auto",
11
  "seed_topic_list": null,
12
+ "top_n_words": 5,
13
  "verbose": true,
14
  "zeroshot_min_similarity": 0.7,
15
  "zeroshot_topic_list": null
ctfidf_config.json CHANGED
@@ -19,469 +19,469 @@
19
  4
20
  ],
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  "stop_words": [
22
- "besides",
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- "taher",
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- "ntg",
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- "when",
26
- "sea",
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- "this",
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- "philips",
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- "couldnt",
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- "thereupon",
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- "own",
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- "make",
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- "do",
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- "first",
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- "plotnick",
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- "nah",
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- "fifty",
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- "not",
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- "whose",
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- "use",
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  "smooth",
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- "ie",
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- "especially",
44
- "down",
45
- "hm",
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- "eg",
47
- "ourselves",
48
- "thick",
49
- "rutgersthings",
50
- "moreover",
51
  "themselves",
52
- "hasnt",
53
- "so",
54
- "bruh",
55
- "zhao",
 
 
 
56
  "mill",
57
- "hers",
 
 
 
 
 
 
 
 
 
 
 
 
58
  "top",
59
- "james mchugh",
60
- "have",
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- "rather",
62
- "full",
63
- "your",
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- "due",
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- "hundred",
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- "comes",
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- "mannnnnnn",
 
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  "six",
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- "thin",
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- "part",
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- "bonitsis",
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- "whereby",
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- "ms",
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- "yourselves",
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- "therein",
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- "unfortunately",
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- "miguel callirgos",
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- "collins",
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- "call",
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- "together",
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- "every",
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- "nobody",
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- "two",
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- "whatever",
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- "woman",
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- "him",
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- "what",
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- "thereby",
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- "upon",
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  "which",
 
 
 
 
 
 
 
 
109
  "within",
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- "about",
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- "into",
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- "them",
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- "became",
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- "deeks",
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  "hmmmmmm",
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- "since",
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  "can",
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- "four",
 
 
145
  "indeed",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
146
  "such",
147
- "during",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
148
  "nor",
149
- "specifically",
 
 
 
150
  "particular",
 
 
 
 
 
 
 
151
  "give",
152
- "least",
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- "any",
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  "whole",
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- "former",
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- "himself",
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- "fire",
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- "mostly",
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- "whom",
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- "until",
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- "of",
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- "others",
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- "phillips",
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- "de",
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  "me",
183
- "sometime",
184
- "schesser",
185
- "show",
186
- "estrada",
187
- "on",
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- "lot",
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- "to",
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- "whether",
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- "interest",
192
  "except",
193
- "na",
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- "nowhere",
195
- "name",
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- "mind",
197
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- "may",
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- "if",
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- "anyway",
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- "much",
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- "went",
214
- "huong",
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- "ours",
216
- "put",
217
- "namely",
218
- "side",
219
- "jesus",
 
 
 
220
  "take",
221
- "mannn",
222
- "honestly",
 
 
 
 
 
 
 
 
223
  "kmiec",
224
- "seemed",
225
- "doing",
226
- "further",
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- "ask",
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- "now",
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- "serious",
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- "their",
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- "monkey",
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- "ok",
240
- "itself",
241
- "twenty",
242
- "in",
243
- "who",
244
- "very",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
245
  "casal",
246
- "then",
247
- "mr",
248
- "fleischer",
249
- "wants",
250
- "nine",
251
- "had",
252
- "onto",
253
- "she",
 
 
 
 
 
 
 
254
  "even",
255
- "linda",
256
- "via",
257
- "back",
258
- "ii",
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- "anything",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
260
  "ten",
261
- "they",
262
- "whereupon",
263
- "few",
264
- "a",
265
- "some",
266
- "behind",
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- "ltd",
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- "already",
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- "inc",
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- "ava",
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- "by",
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- "nolan",
275
- "being",
276
- "among",
277
- "always",
278
- "system",
279
- "khichi",
280
- "_xd_",
281
- "makes",
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- "almost",
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- "well",
284
- "un",
285
- "con",
286
- "towards",
287
  "you",
288
- "particularly",
289
- "himelstein",
290
- "specific",
291
- "mcennis",
292
- "imvaainbo",
 
 
 
 
 
293
  "re",
294
- "just",
295
  "twelve",
296
- "without",
297
- "everywhere",
298
  "because",
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- "cimino",
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- "although",
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- "xd",
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- "out",
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- "abed",
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- "becomes",
305
- "given",
306
- "bonchonsky",
307
- "bill",
308
- "made",
309
- "sometimes",
310
- "please",
 
 
 
 
 
311
  "miguel",
 
 
312
  "com",
313
- "five",
314
- "eh",
315
- "amongst",
316
- "eight",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
317
  "amount",
318
- "found",
319
- "move",
320
- "anywhere",
321
- "that",
322
- "smoother",
323
- "no",
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- "next",
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  "wherever",
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- "none_xd_",
327
- "thus",
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- "seems",
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- "mine",
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- "her",
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  "often",
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- "whence",
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- "ever",
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- "whither",
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- "alone",
336
- "bottom",
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- "here",
338
- "thence",
339
- "goodwin",
340
- "forty",
341
- "latterly",
342
- "bengu",
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  "herein",
344
- "those",
345
- "see",
346
- "rima",
347
- "it",
348
- "yourself",
349
- "co",
 
 
 
 
 
 
 
 
 
350
  "maura",
351
- "get",
352
- "latter",
353
- "everyone",
354
- "most",
355
- "are",
356
- "must",
357
- "whereas",
358
- "james",
359
- "too",
360
- "each",
361
  "adprofessoress",
362
- "etc",
363
- "rao",
364
- "high",
365
- "my",
366
- "otherwise",
367
- "he",
368
- "david",
369
  "same",
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- "anyone",
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- "patel",
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- "mrs",
373
- "hereby",
374
- "neither",
375
- "actually",
376
- "naprettykmiec",
377
- "over",
378
- "else",
 
 
 
379
  "as",
380
- "front",
381
- "either",
382
- "perhaps",
383
- "once",
384
- "deek",
385
- "got",
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388
- "sincere",
389
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390
- "becoming",
391
- "across",
392
- "beyond",
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394
- "while",
395
- "sure",
396
- "above",
397
- "how",
398
- "per",
399
- "sixty",
400
- "be",
401
  "against",
 
 
402
  "never",
403
- "man",
404
- "why",
405
- "jose",
406
- "will",
407
- "an",
408
- "vb",
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- "pretty",
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- "done",
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  "toward",
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- "hmmm",
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- "therefore",
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- "wherein",
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- "nasello",
416
- "aasay",
417
- "rima taher",
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- "below",
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- "was",
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- "there",
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422
- "than",
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- "keep",
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- "other",
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- "happened",
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- "us",
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- "with",
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- "where",
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- "eleven",
432
- "herself",
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- "hereupon",
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- "cry",
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- "charles pak",
437
- "its",
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- "thru",
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- "charles",
440
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441
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442
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- "one",
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- "people",
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- "thereafter",
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- "walsh",
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- "along",
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- "thing",
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- "literally",
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- "s",
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- "pier",
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- "hmmmm",
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- "dr",
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- "goes",
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- "third",
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- "vi",
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- "none",
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- "beforehand",
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- "somewhere",
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- "these",
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  "less",
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- "hmmmmm",
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- "hereafter",
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- "up",
470
- "yet",
471
- "anyhow",
472
- "somehow",
473
- "might",
474
- "but",
475
- "maura deek",
476
- "only",
 
 
477
  "yours",
478
- "been",
479
- "cannot",
480
- "rohloff",
481
- "botnis",
482
- "would",
483
- "enough",
484
  "abdel",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
485
  "perfect",
486
  "fine",
487
  "good",
 
19
  4
20
  ],
21
  "stop_words": [
22
+ "beforehand",
23
+ "last",
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+ "pak",
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+ "find",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
26
  "smooth",
27
+ "charles pak",
28
+ "linda",
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+ "other",
30
+ "used",
31
+ "it",
 
 
 
 
32
  "themselves",
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+ "moreover",
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+ "eleven",
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+ "hence",
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+ "or",
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+ "depaolo",
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+ "she",
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+ "man",
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56
+ "phillips",
57
+ "herself",
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+ "front",
59
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60
+ "hereby",
61
+ "bill",
62
+ "hmmmm",
63
+ "nevertheless",
64
+ "sometime",
65
  "six",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
66
  "however",
67
+ "ntg",
68
+ "about",
69
+ "become",
70
+ "while",
71
+ "formerly",
 
 
 
 
72
  "which",
73
+ "please",
74
+ "whose",
75
+ "whereupon",
76
+ "just",
77
+ "these",
78
+ "down",
79
+ "fully",
80
+ "any",
81
  "within",
82
+ "found",
83
+ "four",
 
 
 
 
 
 
 
 
 
 
 
 
 
84
  "hmmmmmm",
85
+ "seems",
86
+ "giving",
87
+ "another",
88
+ "perhaps",
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+ "five",
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92
+ "con",
93
+ "either",
94
+ "hasnt",
95
+ "seem",
96
+ "high",
97
+ "move",
 
 
 
 
98
  "can",
99
+ "someone",
100
+ "one",
101
+ "rather",
102
  "indeed",
103
+ "over",
104
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105
+ "all",
106
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107
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+ "amoungst",
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+ "side",
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+ "rutgersthings",
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+ "happened",
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156
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157
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158
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159
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160
+ "was",
161
+ "to",
162
+ "course",
163
+ "bonchonsky",
164
  "particular",
165
+ "pier",
166
+ "goodwin",
167
+ "mine",
168
+ "whence",
169
+ "unfortunately",
170
+ "whoever",
171
+ "nolan",
172
  "give",
173
+ "will",
 
174
  "whole",
175
+ "s",
176
+ "anywhere",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
177
  "me",
178
+ "woman",
179
+ "botnis",
180
+ "hmmmmm",
181
+ "nine",
182
+ "specific",
183
+ "afterwards",
 
 
 
184
  "except",
185
+ "latterly",
186
+ "becoming",
187
+ "but",
188
+ "more",
189
+ "on",
190
+ "walsh",
191
+ "hm",
192
+ "once",
193
+ "that",
194
+ "behind",
195
+ "next",
196
+ "somers",
 
 
 
 
 
 
 
197
  "after",
198
+ "our",
199
+ "well",
200
+ "others",
201
+ "became",
202
+ "nothing",
203
+ "de",
204
+ "two",
205
+ "lol",
206
+ "those",
207
+ "upon",
208
  "take",
209
+ "james mchugh",
210
+ "why",
211
+ "ltd",
212
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213
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214
+ "through",
215
+ "vb",
216
+ "ava",
217
+ "anyhow",
218
+ "thereupon",
219
  "kmiec",
220
+ "no",
221
+ "this",
222
+ "though",
223
+ "_xd_",
224
+ "cimino",
225
+ "eight",
226
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227
+ "nowhere",
228
+ "becomes",
229
+ "then",
230
+ "miguel callirgos",
231
+ "noone",
 
232
  "whenever",
233
+ "out",
234
+ "literally",
235
+ "whatever",
236
+ "along",
237
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238
+ "get",
239
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240
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+ "comes",
252
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253
+ "into",
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  "casal",
258
+ "full",
259
+ "fire",
260
+ "completely",
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+ "anyone",
262
+ "pretty",
263
+ "thereby",
264
+ "somehow",
265
+ "features",
266
+ "seemed",
267
+ "whereafter",
268
+ "than",
269
+ "he",
270
+ "mannn",
271
+ "mannnnnnn",
272
+ "deek",
273
  "even",
274
+ "with",
275
+ "whether",
276
+ "hundred",
277
+ "imvaainbo",
278
+ "put",
279
+ "the",
280
+ "were",
281
+ "we",
282
+ "huong",
283
+ "where",
284
+ "enough",
285
+ "jose",
286
+ "meanwhile",
287
+ "eg",
288
+ "mchugh",
289
+ "going",
290
+ "none_xd_",
291
+ "see",
292
+ "david abed",
293
+ "done",
294
+ "rima",
295
+ "is",
296
+ "still",
297
  "ten",
298
+ "third",
299
+ "thereafter",
300
+ "eh",
301
+ "who",
302
+ "thing",
303
+ "too",
304
+ "yourself",
305
+ "did",
306
+ "james",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
  "you",
308
+ "bruh",
309
+ "seeming",
310
+ "call",
311
+ "un",
312
+ "na",
313
+ "in",
314
+ "name",
315
+ "have",
316
+ "again",
317
+ "thru",
318
  "re",
 
319
  "twelve",
320
+ "some",
321
+ "thence",
322
  "because",
323
+ "how",
324
+ "back",
325
+ "sincere",
326
+ "forty",
327
+ "elsewhere",
328
+ "njit",
329
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330
+ "show",
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+ "asokan",
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+ "rao",
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+ "ii",
334
+ "them",
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+ "go",
336
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