Fine-tuned Topic Model for instructor_comments column, last commit on 2025-01-02 22:51:02
Browse files- config.json +1 -1
- ctfidf_config.json +427 -427
- topics.json +204 -204
config.json
CHANGED
@@ -9,7 +9,7 @@
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],
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"nr_topics": "auto",
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"seed_topic_list": null,
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-
"top_n_words":
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"verbose": true,
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"zeroshot_min_similarity": 0.7,
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"zeroshot_topic_list": null
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],
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"nr_topics": "auto",
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"seed_topic_list": null,
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+
"top_n_words": 5,
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"verbose": true,
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"zeroshot_min_similarity": 0.7,
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"zeroshot_topic_list": null
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ctfidf_config.json
CHANGED
@@ -19,469 +19,469 @@
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],
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"stop_words": [
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"whatever",
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"rima",
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"only",
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"wherever",
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"features",
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"pak",
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"nevertheless",
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"really",
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"third",
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"ava",
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"it",
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"walsh",
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"none",
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"may",
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"then",
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"de",
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"rohloff",
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"bonitsis",
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"behind",
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"two",
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"plotnick",
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"him",
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"nothing",
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"describe",
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"just",
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"nolan",
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"linda",
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"as",
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"detail",
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"whole",
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"casal",
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"fifty",
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"per",
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"pretty",
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"fill",
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"afterwards",
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"james mchugh",
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"monkey",
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"where",
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"gives",
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"himelstein",
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"whereafter",
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"neither",
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"move",
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"cry",
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"rima taher",
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"more",
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"ok",
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"yours",
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"not",
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"than",
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"khichi",
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"keep",
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"able",
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"still",
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"got",
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"have",
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"when",
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"sincere",
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"especially",
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"actually",
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"inc",
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"indeed",
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"man",
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"hundred",
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"nowhere",
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"four",
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"beyond",
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"back",
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"couldnt",
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"please",
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"some",
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"beside",
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"com",
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"anyhow",
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"several",
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"this",
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"jason",
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"woman",
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"her",
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"etc",
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"without",
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"honestly",
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"toward",
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"co",
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"anyway",
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"naprettykmiec",
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"eh",
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"ie",
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"doing",
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"their",
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"between",
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"never",
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"along",
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"that",
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"through",
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"because",
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"goodwin",
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"we",
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"nah",
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"least",
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"everyone",
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"former",
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"eleven",
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"see",
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"system",
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"sixty",
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"anyone",
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"fully",
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"specifically",
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"na",
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"aasay",
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"onto",
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"hm",
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"to",
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"maura deek",
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"vb",
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"sea",
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"well",
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"once",
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"down",
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"collins",
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"front",
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"whereupon",
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"njits",
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"again",
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"take",
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"dr",
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"our",
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"from",
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"further",
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"been",
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"them",
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"beforehand",
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"what",
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"whereby",
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"off",
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"alone",
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"even",
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"amoungst",
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"upon",
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"smooth",
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"whether",
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"due",
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"latterly",
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"kmiec",
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"each",
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"often",
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"completely",
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"so",
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"hmmm",
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"pier",
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"particularly",
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"around",
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"hereafter",
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"via",
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"maura",
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"asokan",
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"although",
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"herein",
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"hereupon",
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"wants",
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"very",
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"now",
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"thing",
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"call",
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"last",
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"us",
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"mrs",
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"thru",
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"con",
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"being",
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"schesser",
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"mannn",
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"unfortunately",
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"sure",
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"made",
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"whoever",
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"know",
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"use",
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"deek",
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"part",
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"much",
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"they",
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"any",
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"hmmmmm",
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"cimino",
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"another",
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"mannnnnnn",
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"hmm",
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"cant",
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"someone",
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"up",
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"such",
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"at",
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"yourself",
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"mostly",
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"high",
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"name",
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"ten",
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"therefore",
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"with",
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"in",
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"ms",
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"give",
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"five",
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|
462 |
"since",
|
463 |
-
"
|
464 |
-
"
|
465 |
-
"
|
466 |
-
"charles",
|
467 |
-
"hence",
|
468 |
-
"bengu",
|
469 |
-
"is",
|
470 |
"namely",
|
471 |
-
"
|
472 |
-
"
|
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|
473 |
"otherwise",
|
474 |
-
"
|
475 |
-
"
|
476 |
-
"
|
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|
477 |
"somers",
|
478 |
-
"
|
479 |
-
"
|
480 |
-
"
|
481 |
-
"
|
482 |
-
"
|
483 |
-
"
|
484 |
-
"
|
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|
485 |
"instructor",
|
486 |
"professor",
|
487 |
"prof",
|
|
|
19 |
4
|
20 |
],
|
21 |
"stop_words": [
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|
22 |
"com",
|
23 |
+
"either",
|
24 |
+
"estrada",
|
25 |
+
"else",
|
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|
26 |
"never",
|
27 |
+
"whither",
|
28 |
+
"are",
|
29 |
+
"or",
|
30 |
+
"hereafter",
|
31 |
+
"first",
|
32 |
+
"goes",
|
33 |
+
"i",
|
34 |
+
"beforehand",
|
35 |
"along",
|
36 |
+
"xd",
|
37 |
+
"completely",
|
38 |
+
"from",
|
39 |
+
"may",
|
40 |
+
"eh",
|
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|
|
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|
41 |
"former",
|
42 |
+
"during",
|
43 |
+
"inc",
|
44 |
+
"full",
|
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|
45 |
"maura deek",
|
46 |
+
"like",
|
47 |
+
"serious",
|
48 |
+
"rutgersthings",
|
|
|
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|
49 |
"njits",
|
50 |
+
"mannnnnnn",
|
51 |
+
"know",
|
52 |
+
"anywhere",
|
53 |
+
"whole",
|
54 |
+
"nine",
|
55 |
+
"whatever",
|
56 |
+
"therefore",
|
57 |
+
"top",
|
58 |
+
"ie",
|
59 |
+
"go",
|
60 |
+
"people",
|
61 |
+
"get",
|
62 |
+
"khichi",
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|
63 |
"often",
|
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|
64 |
"did",
|
65 |
+
"ask",
|
66 |
+
"due",
|
67 |
+
"philips",
|
68 |
+
"they",
|
69 |
+
"whoever",
|
70 |
+
"almost",
|
71 |
+
"own",
|
72 |
+
"monkey",
|
73 |
+
"sixty",
|
74 |
+
"to",
|
75 |
+
"giving",
|
76 |
+
"cannot",
|
77 |
+
"whereafter",
|
78 |
"con",
|
79 |
+
"together",
|
80 |
+
"also",
|
81 |
+
"with",
|
82 |
+
"really",
|
83 |
+
"nevertheless",
|
84 |
+
"twenty",
|
85 |
+
"thru",
|
86 |
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"his",
|
87 |
+
"up",
|
88 |
+
"twelve",
|
89 |
+
"thereupon",
|
90 |
+
"particular",
|
91 |
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|
92 |
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"behind",
|
93 |
+
"rima",
|
94 |
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"their",
|
95 |
+
"anyhow",
|
96 |
+
"which",
|
97 |
+
"throughout",
|
98 |
+
"none",
|
99 |
+
"would",
|
100 |
+
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|
101 |
+
"few",
|
102 |
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"other",
|
103 |
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|
104 |
+
"only",
|
105 |
+
"our",
|
106 |
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"him",
|
107 |
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"above",
|
108 |
+
"call",
|
109 |
+
"hence",
|
110 |
+
"hmmmmmm",
|
111 |
+
"you",
|
112 |
+
"couldnt",
|
113 |
+
"into",
|
114 |
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"can",
|
115 |
+
"where",
|
116 |
"schesser",
|
117 |
+
"always",
|
118 |
"mannn",
|
119 |
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|
120 |
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"kmiec",
|
121 |
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"themselves",
|
122 |
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"herein",
|
123 |
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"walsh",
|
|
|
|
|
124 |
"made",
|
125 |
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"ours",
|
126 |
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"used",
|
|
|
|
|
|
|
|
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|
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|
|
127 |
"at",
|
128 |
+
"be",
|
129 |
+
"honestly",
|
130 |
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"maura",
|
131 |
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"does",
|
132 |
+
"jesus",
|
133 |
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"except",
|
134 |
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|
135 |
"none_xd_",
|
136 |
+
"woman",
|
137 |
+
"hers",
|
138 |
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|
139 |
+
"goodwin",
|
140 |
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"upon",
|
141 |
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|
142 |
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"_xd_",
|
143 |
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"phillips",
|
144 |
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"indeed",
|
145 |
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|
146 |
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|
147 |
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"aasay",
|
|
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|
|
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|
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|
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|
|
|
148 |
"my",
|
149 |
+
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|
150 |
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|
151 |
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|
152 |
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|
153 |
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|
154 |
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|
155 |
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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 |
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|
161 |
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|
162 |
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|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
163 |
"a",
|
164 |
+
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|
165 |
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|
166 |
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|
167 |
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|
168 |
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|
169 |
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|
170 |
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|
171 |
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|
172 |
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|
173 |
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|
174 |
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|
175 |
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|
176 |
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|
177 |
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|
178 |
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|
179 |
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|
180 |
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|
181 |
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|
182 |
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|
183 |
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|
184 |
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|
185 |
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|
186 |
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|
187 |
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|
188 |
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|
189 |
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|
190 |
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|
191 |
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|
192 |
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|
193 |
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|
194 |
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|
195 |
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|
196 |
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|
197 |
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|
198 |
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|
199 |
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|
200 |
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|
201 |
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|
202 |
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|
203 |
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|
204 |
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|
205 |
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|
206 |
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|
207 |
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|
208 |
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|
209 |
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|
210 |
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|
211 |
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|
212 |
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|
213 |
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|
214 |
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|
215 |
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|
216 |
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|
217 |
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|
218 |
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|
219 |
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|
220 |
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|
221 |
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|
222 |
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|
223 |
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|
224 |
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|
225 |
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|
226 |
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|
227 |
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|
228 |
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|
229 |
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|
230 |
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|
231 |
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|
232 |
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|
233 |
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|
234 |
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|
235 |
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|
236 |
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|
237 |
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|
238 |
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|
239 |
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|
240 |
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|
241 |
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|
242 |
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|
243 |
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|
244 |
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|
245 |
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|
246 |
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|
247 |
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|
248 |
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|
249 |
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"cry",
|
250 |
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|
251 |
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|
252 |
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|
253 |
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|
254 |
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|
255 |
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|
256 |
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|
257 |
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|
258 |
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|
259 |
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|
260 |
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|
261 |
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|
262 |
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|
263 |
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|
264 |
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|
265 |
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|
266 |
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|
267 |
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|
268 |
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|
269 |
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|
270 |
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|
271 |
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|
272 |
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|
273 |
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|
274 |
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|
275 |
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|
276 |
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|
277 |
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|
278 |
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|
279 |
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|
280 |
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|
281 |
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|
282 |
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|
283 |
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|
284 |
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|
285 |
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|
286 |
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|
287 |
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|
288 |
+
"bonchonsky",
|
289 |
+
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|
290 |
+
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|
291 |
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|
292 |
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|
293 |
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|
294 |
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|
295 |
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|
296 |
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|
297 |
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|
298 |
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"it",
|
299 |
+
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|
300 |
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"there",
|
301 |
+
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|
302 |
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|
303 |
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"all",
|
304 |
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|
305 |
+
"mcennis",
|
306 |
+
"charles",
|
307 |
+
"please",
|
308 |
+
"yourselves",
|
309 |
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|
310 |
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|
311 |
+
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|
312 |
+
"had",
|
313 |
+
"herself",
|
314 |
+
"third",
|
315 |
+
"hasnt",
|
316 |
+
"naprettykmiec",
|
317 |
+
"course",
|
318 |
+
"de",
|
319 |
+
"itself",
|
320 |
+
"well",
|
321 |
+
"hm",
|
322 |
+
"james mchugh",
|
323 |
+
"hmmm",
|
324 |
+
"take",
|
325 |
+
"that",
|
326 |
+
"such",
|
327 |
+
"ten",
|
328 |
+
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|
329 |
+
"much",
|
330 |
+
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|
331 |
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|
332 |
+
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|
333 |
+
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|
334 |
+
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|
335 |
+
"pak",
|
336 |
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|
337 |
"its",
|
|
|
|
|
|
|
|
|
|
|
|
|
338 |
"fifteen",
|
339 |
+
"mchugh",
|
340 |
+
"mostly",
|
341 |
+
"definitely",
|
342 |
+
"has",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
343 |
"somehow",
|
344 |
+
"hmm",
|
345 |
+
"actually",
|
346 |
+
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|
347 |
+
"linda",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
348 |
"david",
|
349 |
+
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|
350 |
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
351 |
"if",
|
352 |
+
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|
353 |
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|
354 |
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|
355 |
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|
356 |
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|
357 |
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|
358 |
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|
359 |
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|
360 |
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|
361 |
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|
362 |
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|
363 |
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|
364 |
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|
365 |
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|
366 |
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|
367 |
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"wherein",
|
368 |
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|
369 |
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|
370 |
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|
371 |
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|
372 |
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|
373 |
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|
374 |
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|
375 |
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|
376 |
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|
377 |
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|
378 |
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|
379 |
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|
380 |
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|
381 |
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|
382 |
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|
383 |
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|
384 |
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|
385 |
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|
386 |
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|
387 |
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|
388 |
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|
389 |
+
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|
390 |
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|
391 |
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"lol",
|
392 |
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"some",
|
393 |
+
"these",
|
394 |
+
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|
395 |
+
"miguel callirgos",
|
396 |
+
"once",
|
397 |
+
"those",
|
398 |
+
"but",
|
399 |
+
"nah",
|
400 |
+
"because",
|
401 |
+
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|
402 |
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|
403 |
+
"one",
|
404 |
+
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|
405 |
+
"interest",
|
406 |
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|
407 |
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|
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topics.json
CHANGED
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19 |
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20 |
[
|
21 |
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@@ -57,7 +57,7 @@
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60 |
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108 |
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109 |
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110 |
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111 |
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112 |
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113 |
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114 |
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116 |
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117 |
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138 |
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140 |
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142 |
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150 |
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151 |
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152 |
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154 |
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155 |
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166 |
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167 |
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168 |
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@@ -175,15 +175,15 @@
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176 |
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177 |
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178 |
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180 |
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184 |
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185 |
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186 |
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188 |
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@@ -191,7 +191,7 @@
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192 |
[
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193 |
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194 |
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196 |
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|
197 |
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@@ -199,11 +199,11 @@
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200 |
[
|
201 |
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202 |
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|
203 |
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204 |
[
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205 |
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206 |
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208 |
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214 |
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215 |
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216 |
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218 |
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|
219 |
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@@ -221,7 +221,7 @@
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221 |
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222 |
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|
223 |
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224 |
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225 |
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226 |
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|
227 |
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@@ -229,7 +229,7 @@
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229 |
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230 |
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|
231 |
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232 |
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235 |
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@@ -249,13 +249,13 @@
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|
250 |
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|
251 |
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252 |
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254 |
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256 |
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257 |
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276 |
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@@ -283,7 +283,7 @@
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285 |
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288 |
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289 |
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@@ -333,13 +333,13 @@
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334 |
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335 |
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340 |
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341 |
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344 |
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345 |
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350 |
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352 |
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353 |
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528 |
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530 |
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592 |
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606 |
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638 |
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639 |
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640 |
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651 |
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698 |
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700 |
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870 |
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878 |
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896 |
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@@ -901,7 +901,7 @@
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904 |
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@@ -909,11 +909,11 @@
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918 |
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919 |
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936 |
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@@ -951,7 +951,7 @@
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952 |
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956 |
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957 |
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@@ -959,7 +959,7 @@
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961 |
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962 |
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964 |
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965 |
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@@ -977,7 +977,7 @@
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979 |
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980 |
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983 |
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@@ -1005,7 +1005,7 @@
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1005 |
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1007 |
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@@ -1019,7 +1019,7 @@
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1019 |
],
|
1020 |
[
|
1021 |
"valuable reading",
|
1022 |
-
0.
|
1023 |
],
|
1024 |
[
|
1025 |
"projects zybooks valuable reading",
|
@@ -1035,7 +1035,7 @@
|
|
1035 |
],
|
1036 |
[
|
1037 |
"learn projects zybooks valuable",
|
1038 |
-
0.
|
1039 |
],
|
1040 |
[
|
1041 |
"case studies",
|
@@ -1043,7 +1043,7 @@
|
|
1043 |
],
|
1044 |
[
|
1045 |
"learning marketing aspect product",
|
1046 |
-
0.
|
1047 |
],
|
1048 |
[
|
1049 |
"learning marketing aspect",
|
@@ -1065,15 +1065,15 @@
|
|
1065 |
],
|
1066 |
[
|
1067 |
"thank great semester hope",
|
1068 |
-
0.
|
1069 |
],
|
1070 |
[
|
1071 |
"thank awesome semester",
|
1072 |
-
0.
|
1073 |
],
|
1074 |
[
|
1075 |
"thank amazing semester",
|
1076 |
-
0.
|
1077 |
],
|
1078 |
[
|
1079 |
"great semester thank",
|
@@ -1089,7 +1089,7 @@
|
|
1089 |
],
|
1090 |
[
|
1091 |
"student thank awesome semester",
|
1092 |
-
0.
|
1093 |
]
|
1094 |
],
|
1095 |
"26": [
|
@@ -1103,7 +1103,7 @@
|
|
1103 |
],
|
1104 |
[
|
1105 |
"obligations exam days saturday",
|
1106 |
-
0.
|
1107 |
],
|
1108 |
[
|
1109 |
"open til midnight exam",
|
@@ -1131,13 +1131,13 @@
|
|
1131 |
],
|
1132 |
[
|
1133 |
"plan holidays exam",
|
1134 |
-
0.
|
1135 |
]
|
1136 |
],
|
1137 |
"27": [
|
1138 |
[
|
1139 |
"massive dataset images",
|
1140 |
-
0.
|
1141 |
],
|
1142 |
[
|
1143 |
"massive dataset images label",
|
@@ -1145,11 +1145,11 @@
|
|
1145 |
],
|
1146 |
[
|
1147 |
"provide images tasks",
|
1148 |
-
0.
|
1149 |
],
|
1150 |
[
|
1151 |
"provide images tasks weeks",
|
1152 |
-
0.
|
1153 |
],
|
1154 |
[
|
1155 |
"provided descriptions bunch images",
|
@@ -1165,7 +1165,7 @@
|
|
1165 |
],
|
1166 |
[
|
1167 |
"massive dataset",
|
1168 |
-
0.
|
1169 |
],
|
1170 |
[
|
1171 |
"insane project deliverables",
|
@@ -1179,7 +1179,7 @@
|
|
1179 |
"28": [
|
1180 |
[
|
1181 |
"past semester emailed asking",
|
1182 |
-
0.
|
1183 |
],
|
1184 |
[
|
1185 |
"respond emails meet office",
|
@@ -1191,11 +1191,11 @@
|
|
1191 |
],
|
1192 |
[
|
1193 |
"online diligent responses emails",
|
1194 |
-
0.
|
1195 |
],
|
1196 |
[
|
1197 |
"reachable email responses frequently",
|
1198 |
-
0.
|
1199 |
],
|
1200 |
[
|
1201 |
"past semester emailed",
|
@@ -1215,7 +1215,7 @@
|
|
1215 |
],
|
1216 |
[
|
1217 |
"minute reply concerns handy",
|
1218 |
-
0.
|
1219 |
]
|
1220 |
],
|
1221 |
"29": [
|
@@ -1225,11 +1225,11 @@
|
|
1225 |
],
|
1226 |
[
|
1227 |
"fail demoralizing",
|
1228 |
-
0.
|
1229 |
],
|
1230 |
[
|
1231 |
"means fail demoralizing",
|
1232 |
-
0.
|
1233 |
],
|
1234 |
[
|
1235 |
"xf means fail demoralizing",
|
@@ -1237,7 +1237,7 @@
|
|
1237 |
],
|
1238 |
[
|
1239 |
"means fail demoralizing failed",
|
1240 |
-
0.
|
1241 |
],
|
1242 |
[
|
1243 |
"told trying hard",
|
@@ -1245,33 +1245,33 @@
|
|
1245 |
],
|
1246 |
[
|
1247 |
"told trying hard handwriting",
|
1248 |
-
0.
|
1249 |
],
|
1250 |
[
|
1251 |
"fail demoralizing failed",
|
1252 |
-
0.
|
1253 |
],
|
1254 |
[
|
1255 |
"succeed learn gave xf",
|
1256 |
-
0.
|
1257 |
],
|
1258 |
[
|
1259 |
"offended questions honest",
|
1260 |
-
0.
|
1261 |
]
|
1262 |
],
|
1263 |
"30": [
|
1264 |
[
|
1265 |
"quicker response times emails",
|
1266 |
-
0.
|
1267 |
],
|
1268 |
[
|
1269 |
"replies emails quickly helpful",
|
1270 |
-
0.
|
1271 |
],
|
1272 |
[
|
1273 |
"response times emails appreciated",
|
1274 |
-
0.
|
1275 |
],
|
1276 |
[
|
1277 |
"reason replies emails quickly",
|
@@ -1283,7 +1283,7 @@
|
|
1283 |
],
|
1284 |
[
|
1285 |
"replied quickly emails",
|
1286 |
-
0.
|
1287 |
],
|
1288 |
[
|
1289 |
"provided instead emails responses",
|
@@ -1291,7 +1291,7 @@
|
|
1291 |
],
|
1292 |
[
|
1293 |
"quicker response times",
|
1294 |
-
0.
|
1295 |
],
|
1296 |
[
|
1297 |
"replied quickly emails short",
|
@@ -1305,11 +1305,11 @@
|
|
1305 |
"31": [
|
1306 |
[
|
1307 |
"paul ranky needs understand",
|
1308 |
-
0.
|
1309 |
],
|
1310 |
[
|
1311 |
"questioned critics personal",
|
1312 |
-
0.
|
1313 |
],
|
1314 |
[
|
1315 |
"understand learn questioned critics",
|
@@ -1317,7 +1317,7 @@
|
|
1317 |
],
|
1318 |
[
|
1319 |
"questioned critics",
|
1320 |
-
0.
|
1321 |
],
|
1322 |
[
|
1323 |
"questioned critics personal opinions",
|
@@ -1333,7 +1333,7 @@
|
|
1333 |
],
|
1334 |
[
|
1335 |
"ranky needs understand",
|
1336 |
-
0.
|
1337 |
],
|
1338 |
[
|
1339 |
"ranky needs understand learn",
|
@@ -1347,15 +1347,15 @@
|
|
1347 |
"32": [
|
1348 |
[
|
1349 |
"question told read lectures",
|
1350 |
-
0.
|
1351 |
],
|
1352 |
[
|
1353 |
"lectures notes hoping",
|
1354 |
-
0.
|
1355 |
],
|
1356 |
[
|
1357 |
"receive better grade responded",
|
1358 |
-
0.
|
1359 |
],
|
1360 |
[
|
1361 |
"read lectures notes hoping",
|
@@ -1371,7 +1371,7 @@
|
|
1371 |
],
|
1372 |
[
|
1373 |
"questions wordy textbook",
|
1374 |
-
0.
|
1375 |
],
|
1376 |
[
|
1377 |
"paper requirements details syllabus",
|
@@ -1379,11 +1379,11 @@
|
|
1379 |
],
|
1380 |
[
|
1381 |
"read lectures notes",
|
1382 |
-
0.
|
1383 |
],
|
1384 |
[
|
1385 |
"requirements details syllabus vague",
|
1386 |
-
0.
|
1387 |
]
|
1388 |
],
|
1389 |
"33": [
|
@@ -1393,7 +1393,7 @@
|
|
1393 |
],
|
1394 |
[
|
1395 |
"future ethical analysis graded",
|
1396 |
-
0.
|
1397 |
],
|
1398 |
[
|
1399 |
"important ethics society reason",
|
@@ -1401,7 +1401,7 @@
|
|
1401 |
],
|
1402 |
[
|
1403 |
"theme thought topics discussed",
|
1404 |
-
0.
|
1405 |
],
|
1406 |
[
|
1407 |
"important ethics",
|
@@ -1409,11 +1409,11 @@
|
|
1409 |
],
|
1410 |
[
|
1411 |
"strict rules creating stress",
|
1412 |
-
0.
|
1413 |
],
|
1414 |
[
|
1415 |
"minimum requirements assignment debate",
|
1416 |
-
0.
|
1417 |
],
|
1418 |
[
|
1419 |
"thought topics discussed",
|
@@ -1431,7 +1431,7 @@
|
|
1431 |
"34": [
|
1432 |
[
|
1433 |
"review videos week helpful",
|
1434 |
-
0.
|
1435 |
],
|
1436 |
[
|
1437 |
"review videos",
|
@@ -1447,7 +1447,7 @@
|
|
1447 |
],
|
1448 |
[
|
1449 |
"provide powerpoints accompany videos",
|
1450 |
-
0.
|
1451 |
],
|
1452 |
[
|
1453 |
"makepost videos weeks great",
|
@@ -1467,7 +1467,7 @@
|
|
1467 |
],
|
1468 |
[
|
1469 |
"mistake written video slideshow",
|
1470 |
-
0.
|
1471 |
]
|
1472 |
],
|
1473 |
"35": [
|
@@ -1481,11 +1481,11 @@
|
|
1481 |
],
|
1482 |
[
|
1483 |
"lengthy lectures design",
|
1484 |
-
0.
|
1485 |
],
|
1486 |
[
|
1487 |
"lengthy lectures design class",
|
1488 |
-
0.
|
1489 |
],
|
1490 |
[
|
1491 |
"lengthy lectures",
|
@@ -1497,7 +1497,7 @@
|
|
1497 |
],
|
1498 |
[
|
1499 |
"materials lectures unnecessarily",
|
1500 |
-
0.
|
1501 |
],
|
1502 |
[
|
1503 |
"lectures design",
|
@@ -1515,7 +1515,7 @@
|
|
1515 |
"36": [
|
1516 |
[
|
1517 |
"apologize late gratitude",
|
1518 |
-
0.
|
1519 |
],
|
1520 |
[
|
1521 |
"late gratitude thank experience",
|
@@ -1527,15 +1527,15 @@
|
|
1527 |
],
|
1528 |
[
|
1529 |
"thankfulness appreciated helpful happy",
|
1530 |
-
0.
|
1531 |
],
|
1532 |
[
|
1533 |
"thank apologize late gratitude",
|
1534 |
-
0.
|
1535 |
],
|
1536 |
[
|
1537 |
"apologize late gratitude thank",
|
1538 |
-
0.
|
1539 |
],
|
1540 |
[
|
1541 |
"thankfulness appreciated helpful",
|
@@ -1551,13 +1551,13 @@
|
|
1551 |
],
|
1552 |
[
|
1553 |
"late gratitude thank",
|
1554 |
-
0.
|
1555 |
]
|
1556 |
],
|
1557 |
"37": [
|
1558 |
[
|
1559 |
"prevent cheating far excessive",
|
1560 |
-
0.
|
1561 |
],
|
1562 |
[
|
1563 |
"thought process prevent cheating",
|
@@ -1565,7 +1565,7 @@
|
|
1565 |
],
|
1566 |
[
|
1567 |
"prevent cheating far",
|
1568 |
-
0.
|
1569 |
],
|
1570 |
[
|
1571 |
"prevent cheating",
|
@@ -1573,7 +1573,7 @@
|
|
1573 |
],
|
1574 |
[
|
1575 |
"cheating far excessive",
|
1576 |
-
0.
|
1577 |
],
|
1578 |
[
|
1579 |
"process prevent cheating far",
|
@@ -1585,7 +1585,7 @@
|
|
1585 |
],
|
1586 |
[
|
1587 |
"difficult truly hope wrong",
|
1588 |
-
0.
|
1589 |
],
|
1590 |
[
|
1591 |
"truly hope wrong view",
|
@@ -1611,31 +1611,31 @@
|
|
1611 |
],
|
1612 |
[
|
1613 |
"office hours work student",
|
1614 |
-
0.
|
1615 |
],
|
1616 |
[
|
1617 |
"rid hire professors daher",
|
1618 |
-
0.
|
1619 |
],
|
1620 |
[
|
1621 |
"week appreciate office hours",
|
1622 |
-
0.
|
1623 |
],
|
1624 |
[
|
1625 |
"twice thrice semester improves",
|
1626 |
-
0.
|
1627 |
],
|
1628 |
[
|
1629 |
"semester improves feedback",
|
1630 |
-
0.
|
1631 |
],
|
1632 |
[
|
1633 |
"rid hire professors",
|
1634 |
-
0.
|
1635 |
],
|
1636 |
[
|
1637 |
"semester improves feedback outstanding",
|
1638 |
-
0.
|
1639 |
]
|
1640 |
],
|
1641 |
"39": [
|
@@ -1653,7 +1653,7 @@
|
|
1653 |
],
|
1654 |
[
|
1655 |
"october homeworks everything",
|
1656 |
-
0.
|
1657 |
],
|
1658 |
[
|
1659 |
"instead december waiting assignments",
|
@@ -1661,11 +1661,11 @@
|
|
1661 |
],
|
1662 |
[
|
1663 |
"october forward including midterm",
|
1664 |
-
0.
|
1665 |
],
|
1666 |
[
|
1667 |
"including midterm project weeks",
|
1668 |
-
0.
|
1669 |
],
|
1670 |
[
|
1671 |
"weeks come bulk homework",
|
@@ -1673,7 +1673,7 @@
|
|
1673 |
],
|
1674 |
[
|
1675 |
"semester annoying",
|
1676 |
-
0.
|
1677 |
],
|
1678 |
[
|
1679 |
"regarding class weeks remaining",
|
@@ -1707,7 +1707,7 @@
|
|
1707 |
],
|
1708 |
[
|
1709 |
"learned new skills improved",
|
1710 |
-
0.
|
1711 |
],
|
1712 |
[
|
1713 |
"write good paper learned",
|
@@ -1733,7 +1733,7 @@
|
|
1733 |
],
|
1734 |
[
|
1735 |
"solid foundation complete falsehood",
|
1736 |
-
0.
|
1737 |
],
|
1738 |
[
|
1739 |
"sense logical perspective",
|
@@ -1749,7 +1749,7 @@
|
|
1749 |
],
|
1750 |
[
|
1751 |
"unemployment rates years tossed",
|
1752 |
-
0.
|
1753 |
],
|
1754 |
[
|
1755 |
"sense logical",
|
@@ -1757,7 +1757,7 @@
|
|
1757 |
],
|
1758 |
[
|
1759 |
"unquantifiable scope knowledge",
|
1760 |
-
0.
|
1761 |
],
|
1762 |
[
|
1763 |
"perspective unquantifiable scope knowledge",
|
@@ -1771,19 +1771,19 @@
|
|
1771 |
],
|
1772 |
[
|
1773 |
"leave blank add feels",
|
1774 |
-
0.
|
1775 |
],
|
1776 |
[
|
1777 |
"weird leave blank",
|
1778 |
-
0.
|
1779 |
],
|
1780 |
[
|
1781 |
"blank using stuff future",
|
1782 |
-
0.
|
1783 |
],
|
1784 |
[
|
1785 |
"blank using stuff",
|
1786 |
-
0.
|
1787 |
],
|
1788 |
[
|
1789 |
"leave blank",
|
@@ -1799,7 +1799,7 @@
|
|
1799 |
],
|
1800 |
[
|
1801 |
"blank add feels",
|
1802 |
-
0.
|
1803 |
],
|
1804 |
[
|
1805 |
"blank add feels weird",
|
@@ -1821,7 +1821,7 @@
|
|
1821 |
],
|
1822 |
[
|
1823 |
"operate canvas knowledge",
|
1824 |
-
0.
|
1825 |
],
|
1826 |
[
|
1827 |
"listed canvas syllabus",
|
@@ -1837,7 +1837,7 @@
|
|
1837 |
],
|
1838 |
[
|
1839 |
"posts canvas needs",
|
1840 |
-
0.
|
1841 |
],
|
1842 |
[
|
1843 |
"market robust responsive canvas",
|
@@ -1867,7 +1867,7 @@
|
|
1867 |
],
|
1868 |
[
|
1869 |
"discussion posts feel",
|
1870 |
-
0.
|
1871 |
],
|
1872 |
[
|
1873 |
"unclear expected discussion posts",
|
@@ -1875,11 +1875,11 @@
|
|
1875 |
],
|
1876 |
[
|
1877 |
"way discussions smoothly",
|
1878 |
-
0.
|
1879 |
],
|
1880 |
[
|
1881 |
"discussion threads",
|
1882 |
-
0.
|
1883 |
],
|
1884 |
[
|
1885 |
"discussions smoothly opinion getting",
|
@@ -1887,7 +1887,7 @@
|
|
1887 |
],
|
1888 |
[
|
1889 |
"discussion topics felt",
|
1890 |
-
0.
|
1891 |
]
|
1892 |
],
|
1893 |
"45": [
|
@@ -1913,7 +1913,7 @@
|
|
1913 |
],
|
1914 |
[
|
1915 |
"watch supposed teach helpful",
|
1916 |
-
0.
|
1917 |
],
|
1918 |
[
|
1919 |
"taken lecture link lectures",
|
@@ -1925,11 +1925,11 @@
|
|
1925 |
],
|
1926 |
[
|
1927 |
"taken lecture link",
|
1928 |
-
0.
|
1929 |
],
|
1930 |
[
|
1931 |
"resource english",
|
1932 |
-
0.
|
1933 |
]
|
1934 |
],
|
1935 |
"46": [
|
@@ -1981,7 +1981,7 @@
|
|
1981 |
],
|
1982 |
[
|
1983 |
"interacted class online contact",
|
1984 |
-
0.
|
1985 |
],
|
1986 |
[
|
1987 |
"semester actively messaged personally",
|
@@ -1997,7 +1997,7 @@
|
|
1997 |
],
|
1998 |
[
|
1999 |
"semester liked interact",
|
2000 |
-
0.
|
2001 |
],
|
2002 |
[
|
2003 |
"liked interact classes answer",
|
@@ -2013,7 +2013,7 @@
|
|
2013 |
],
|
2014 |
[
|
2015 |
"semester liked interact classes",
|
2016 |
-
0.
|
2017 |
]
|
2018 |
],
|
2019 |
"48": [
|
@@ -2023,11 +2023,11 @@
|
|
2023 |
],
|
2024 |
[
|
2025 |
"team members posted",
|
2026 |
-
0.
|
2027 |
],
|
2028 |
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|
2029 |
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|
2030 |
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|
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2087 |
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@@ -2111,11 +2111,11 @@
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2113 |
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2251 |
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"weeks come bulk homework",
|
|
|
1673 |
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1674 |
[
|
1675 |
"semester annoying",
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1676 |
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0.585934042930603
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1677 |
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1678 |
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|
1679 |
"regarding class weeks remaining",
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|
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1707 |
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1708 |
[
|
1709 |
"learned new skills improved",
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1710 |
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1711 |
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1712 |
[
|
1713 |
"write good paper learned",
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|
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1733 |
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1734 |
[
|
1735 |
"solid foundation complete falsehood",
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1736 |
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0.451790452003479
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1737 |
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1738 |
[
|
1739 |
"sense logical perspective",
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|
|
1749 |
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1750 |
[
|
1751 |
"unemployment rates years tossed",
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1752 |
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0.3998379111289978
|
1753 |
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1754 |
[
|
1755 |
"sense logical",
|
|
|
1757 |
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|
1758 |
[
|
1759 |
"unquantifiable scope knowledge",
|
1760 |
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0.3905947208404541
|
1761 |
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1762 |
[
|
1763 |
"perspective unquantifiable scope knowledge",
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|
|
1771 |
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1772 |
[
|
1773 |
"leave blank add feels",
|
1774 |
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0.621021568775177
|
1775 |
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1776 |
[
|
1777 |
"weird leave blank",
|
1778 |
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0.6186161637306213
|
1779 |
],
|
1780 |
[
|
1781 |
"blank using stuff future",
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1782 |
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0.6027446389198303
|
1783 |
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1784 |
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1785 |
"blank using stuff",
|
1786 |
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0.6025214195251465
|
1787 |
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|
1788 |
[
|
1789 |
"leave blank",
|
|
|
1799 |
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1800 |
[
|
1801 |
"blank add feels",
|
1802 |
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0.5884315967559814
|
1803 |
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1804 |
[
|
1805 |
"blank add feels weird",
|
|
|
1821 |
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1822 |
[
|
1823 |
"operate canvas knowledge",
|
1824 |
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0.4994734823703766
|
1825 |
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1826 |
[
|
1827 |
"listed canvas syllabus",
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|
|
1837 |
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1838 |
[
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1839 |
"posts canvas needs",
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1840 |
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0.4750639796257019
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1841 |
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1842 |
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1843 |
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|
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1867 |
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1868 |
[
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1869 |
"discussion posts feel",
|
1870 |
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0.6400138735771179
|
1871 |
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|
1872 |
[
|
1873 |
"unclear expected discussion posts",
|
|
|
1875 |
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|
1876 |
[
|
1877 |
"way discussions smoothly",
|
1878 |
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0.6274697184562683
|
1879 |
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1880 |
[
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1881 |
"discussion threads",
|
1882 |
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0.6250232458114624
|
1883 |
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|
1884 |
[
|
1885 |
"discussions smoothly opinion getting",
|
|
|
1887 |
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|
1888 |
[
|
1889 |
"discussion topics felt",
|
1890 |
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0.611592173576355
|
1891 |
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|
1892 |
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|
1893 |
"45": [
|
|
|
1913 |
],
|
1914 |
[
|
1915 |
"watch supposed teach helpful",
|
1916 |
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0.541379451751709
|
1917 |
],
|
1918 |
[
|
1919 |
"taken lecture link lectures",
|
|
|
1925 |
],
|
1926 |
[
|
1927 |
"taken lecture link",
|
1928 |
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0.5042701959609985
|
1929 |
],
|
1930 |
[
|
1931 |
"resource english",
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1932 |
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0.48177850246429443
|
1933 |
]
|
1934 |
],
|
1935 |
"46": [
|
|
|
1981 |
],
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1982 |
[
|
1983 |
"interacted class online contact",
|
1984 |
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0.5392055511474609
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1985 |
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1986 |
[
|
1987 |
"semester actively messaged personally",
|
|
|
1997 |
],
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1998 |
[
|
1999 |
"semester liked interact",
|
2000 |
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0.4960266351699829
|
2001 |
],
|
2002 |
[
|
2003 |
"liked interact classes answer",
|
|
|
2013 |
],
|
2014 |
[
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2015 |
"semester liked interact classes",
|
2016 |
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0.46483561396598816
|
2017 |
]
|
2018 |
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|
2019 |
"48": [
|
|
|
2023 |
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|
2024 |
[
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2025 |
"team members posted",
|
2026 |
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0.49377214908599854
|
2027 |
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2028 |
[
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2029 |
"studio taken away",
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2030 |
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0.49227917194366455
|
2031 |
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|
2032 |
[
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2033 |
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|
|
|
2039 |
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2040 |
[
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2041 |
"time dedicated studio taken",
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2042 |
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0.45633870363235474
|
2043 |
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|
2044 |
[
|
2045 |
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|
|
|
2047 |
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2048 |
[
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2049 |
"sessions submit audio group",
|
2050 |
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0.4487352967262268
|
2051 |
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|
2052 |
[
|
2053 |
"posted day deadline",
|
|
|
2055 |
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|
2056 |
[
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2057 |
"sporadically posted day",
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2058 |
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0.42840665578842163
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2059 |
]
|
2060 |
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|
2061 |
"49": [
|
|
|
2065 |
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2066 |
[
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2067 |
"questions felt misleading",
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2068 |
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0.676986575126648
|
2069 |
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|
2070 |
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2071 |
"questions felt misleading answer",
|
|
|
2085 |
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|
2086 |
[
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2087 |
"roundabout responses",
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2088 |
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0.5723201632499695
|
2089 |
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|
2090 |
[
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2091 |
"roundabout responses response",
|
|
|
2111 |
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2112 |
[
|
2113 |
"regarding issues received",
|
2114 |
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0.5352769494056702
|
2115 |
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|
2116 |
[
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2117 |
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2118 |
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0.5274093151092529
|
2119 |
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|
2120 |
[
|
2121 |
"tried reaching regarding",
|
|
|
2123 |
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2124 |
[
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2125 |
"tried reaching regarding issues",
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2126 |
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0.5222222208976746
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2127 |
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|
2128 |
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2129 |
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|
|
|
2161 |
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|
2162 |
[
|
2163 |
"great ability communicate",
|
2164 |
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0.5970356464385986
|
2165 |
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|
2166 |
[
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2167 |
"ultimately effective teaching ways",
|
|
|
2203 |
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|
2204 |
[
|
2205 |
"help emphasize point",
|
2206 |
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0.5114008784294128
|
2207 |
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|
2208 |
[
|
2209 |
"emphasize point announcements",
|
|
|
2245 |
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|
2246 |
[
|
2247 |
"uploaded video lectures",
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2248 |
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0.7140840888023376
|
2249 |
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|
2250 |
[
|
2251 |
"recorded videos professors",
|
|
|
2287 |
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2288 |
[
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2289 |
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2290 |
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0.4455062448978424
|
2291 |
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|
2292 |
[
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2293 |
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|
|
2299 |
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2300 |
[
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2301 |
"saved thousand dollars time",
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2302 |
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0.42675304412841797
|
2303 |
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2304 |
[
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2305 |
"supposed create website",
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2306 |
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0.4137798547744751
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2307 |
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2308 |
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2309 |
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2310 |
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0.41201841831207275
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2311 |
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2312 |
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2313 |
"55": [
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2314 |
[
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2315 |
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2316 |
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0.562150239944458
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2317 |
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2318 |
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2319 |
"core java covered",
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2320 |
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0.55941241979599
|
2321 |
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2322 |
[
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2323 |
"spring version class cybersecurity",
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|
|
2325 |
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2326 |
[
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2327 |
"version class cybersecurity",
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2328 |
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0.5086793899536133
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2329 |
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|
2330 |
[
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2331 |
"spring version",
|
|
|
2337 |
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2338 |
[
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2339 |
"mutcd version issued",
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2340 |
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0.4754352867603302
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2341 |
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2342 |
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2343 |
"java covered effective",
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2344 |
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0.46815240383148193
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2345 |
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2346 |
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2347 |
"new software retired",
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|
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2349 |
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2350 |
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2351 |
"mutcd version issued updated",
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2352 |
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0.4601837992668152
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2353 |
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2354 |
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|
2355 |
"56": [
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|
|
2363 |
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2364 |
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2365 |
"good work sir",
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2366 |
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0.5712563991546631
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2367 |
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2368 |
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2369 |
"great work good work",
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2370 |
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2371 |
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2372 |
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2373 |
"great work good",
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|
|
2409 |
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2410 |
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2411 |
"related directly sharma yoo",
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2412 |
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0.5887101292610168
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2413 |
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2414 |
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2415 |
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2416 |
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0.5828437209129333
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2417 |
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2418 |
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2419 |
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|
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2429 |
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2430 |
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2431 |
"shantanu sharma grading answering",
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2432 |
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0.5556570291519165
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2433 |
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2434 |
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2435 |
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|
|
2443 |
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2444 |
[
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2445 |
"doctor longer instruct think",
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2446 |
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2447 |
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2448 |
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2449 |
"doctor longer instruct",
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2450 |
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0.5139620304107666
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2451 |
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2452 |
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2453 |
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|
|
2459 |
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2460 |
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2461 |
"interactive kept students aware",
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2462 |
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2463 |
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2464 |
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2465 |
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|
|
2467 |
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2468 |
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2469 |
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2470 |
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0.4065280556678772
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2471 |
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2472 |
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2473 |
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|
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2485 |
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2486 |
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2487 |
"paying degree enjoy",
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2488 |
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2489 |
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2490 |
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2491 |
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|
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2535 |
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2536 |
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2537 |
"making tenure",
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2538 |
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0.42833295464515686
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2539 |
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2540 |
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2541 |
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2542 |
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0.42557352781295776
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2543 |
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2544 |
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2545 |
"phds compliment",
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|
|
2565 |
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2566 |
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2567 |
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2568 |
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2569 |
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2570 |
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2571 |
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|
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2573 |
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2574 |
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2575 |
"earn points discussion",
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2576 |
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0.597625732421875
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2577 |
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|
2578 |
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2579 |
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|
|
2585 |
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2586 |
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2587 |
"missing discussion",
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2588 |
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0.5580702424049377
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2589 |
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|
2590 |
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2591 |
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|
|
2601 |
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2602 |
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2603 |
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2604 |
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0.5366792678833008
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2605 |
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2606 |
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2607 |
"62": [
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|
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2611 |
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2612 |
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2613 |
"rebuttal process mentioned",
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2614 |
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0.7202892899513245
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2615 |
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2616 |
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2617 |
"rebuttal process mentioned said",
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