Hugging Face's logo

ShivamSrng
/
before_covid_canvas_instructor_comments

Text Classification
BERTopic
Model card Files Community
before_covid_canvas_instructor_comments / topics.json
ShivamSrng's picture
ShivamSrng
Fine-tuned Topic Model for instructor_comments column, last commit on 2025-01-12 00:53:52
ad2a418 verified
raw
history blame contribute delete
122 kB
{
"topic_representations": {
"0": [
[
"lecture",
0.4929581880569458
],
[
"classes",
0.45132526755332947
],
[
"lectures",
0.45017099380493164
],
[
"classroom",
0.4459156394004822
],
[
"semester",
0.4333495497703552
],
[
"student",
0.4225752055644989
],
[
"teaching",
0.4055725932121277
],
[
"professors",
0.3785674273967743
],
[
"grading",
0.35455459356307983
],
[
"syllabus",
0.34710538387298584
]
],
"1": [
[
"teacher",
0.4927414059638977
],
[
"class works",
0.4308568835258484
],
[
"teacher wish",
0.4012640118598938
],
[
"lectures canvas",
0.39272063970565796
],
[
"class day",
0.3796347975730896
],
[
"assignment class",
0.3722096085548401
],
[
"class time",
0.36941787600517273
],
[
"unprofessional",
0.36645469069480896
],
[
"syllabus canvas",
0.3612883687019348
],
[
"way class works",
0.35836443305015564
]
],
"2": [
[
"professors struggling",
0.4703057110309601
],
[
"possibly teaches poorly",
0.4680979549884796
],
[
"professors struggling technology",
0.4591086506843567
],
[
"quality professors nearly",
0.4324614405632019
],
[
"professors learn technology",
0.3939066231250763
],
[
"lack professionalism unacceptable",
0.39385634660720825
],
[
"lecturer called actual",
0.3784840703010559
],
[
"lack professionalism",
0.36749622225761414
],
[
"help professors",
0.3629230260848999
],
[
"professors good equipment",
0.35822969675064087
]
],
"3": [
[
"powerpoint lectures",
0.7371388077735901
],
[
"powerpoint slides",
0.6816792488098145
],
[
"providing slides",
0.6784940361976624
],
[
"providing slides benefit",
0.6685717105865479
],
[
"professors post powerpoint",
0.6652600765228271
],
[
"online powerpoint slides",
0.6596578359603882
],
[
"powerpoint lectures sporadically",
0.6555033922195435
],
[
"powerpoints instead google",
0.6401650905609131
],
[
"powerpoint segments lecture",
0.6380916833877563
],
[
"powerpoint",
0.6297972202301025
]
],
"4": [
[
"notes canvas",
0.5442581176757812
],
[
"publishes notes canvas",
0.5428242087364197
],
[
"simply reads notes",
0.5396391749382019
],
[
"notes canvas periodically",
0.5298193693161011
],
[
"notes canvas plus",
0.5257246494293213
],
[
"pictures writing",
0.5196021795272827
],
[
"posts notes canvas",
0.5123291015625
],
[
"notes computer write",
0.5100952386856079
],
[
"notes solutions canvas",
0.5055701732635498
],
[
"draw pictures writing",
0.5034030079841614
]
],
"5": [
[
"paying class worth",
0.7259140014648438
],
[
"paying class",
0.6588255167007446
],
[
"tuition money wasted",
0.6180927753448486
],
[
"class worth",
0.5578827857971191
],
[
"price online classes",
0.5327279567718506
],
[
"student pays",
0.5166424512863159
],
[
"pays pocket class",
0.5149440765380859
],
[
"tutoring bad news",
0.5077030062675476
],
[
"pay tuition learn",
0.5040885210037231
],
[
"tutoring bad",
0.499738484621048
]
],
"6": [
[
"kind invention unwise",
0.5621140599250793
],
[
"invention ideas",
0.5607214570045471
],
[
"invention idea",
0.5577536821365356
],
[
"invention",
0.541788637638092
],
[
"kind invention",
0.5292273759841919
],
[
"inventions",
0.5229077339172363
],
[
"inventions reason group",
0.4966312050819397
],
[
"professors list inventions",
0.491401344537735
],
[
"new inventions",
0.46794360876083374
],
[
"products student challenged",
0.4638867676258087
]
],
"7": [
[
"student ta allowed",
0.6054057478904724
],
[
"student ta",
0.5961376428604126
],
[
"tas better communicating",
0.525937557220459
],
[
"passing ta",
0.4821023643016815
],
[
"seen ta students",
0.44530344009399414
],
[
"response questions ta",
0.4410736560821533
],
[
"lecturing including grading",
0.43687155842781067
],
[
"situation lectures",
0.4285019636154175
],
[
"policy laid ta",
0.4266889989376068
],
[
"similarly ta topics",
0.424543559551239
]
],
"8": [
[
"frustrating students needed",
0.48711591958999634
],
[
"exponentially frustrating students",
0.4627384543418884
],
[
"issue disorganization",
0.428215354681015
],
[
"felt unorganized",
0.4166002869606018
],
[
"instruction postings canvas",
0.4165504574775696
],
[
"information projects scattered",
0.38576239347457886
],
[
"poorly executed work",
0.3780360221862793
],
[
"issue disorganization confusion",
0.37160438299179077
],
[
"information projects",
0.3634265661239624
],
[
"necessary information projects",
0.36125603318214417
]
],
"9": [
[
"turing",
0.49983853101730347
],
[
"ideas common programming",
0.4768446683883667
],
[
"computer science",
0.45898008346557617
],
[
"surprisingly applicable advanced",
0.4088820219039917
],
[
"theoretical mentioned",
0.3765850067138672
],
[
"related coding projects",
0.3752688467502594
],
[
"topics talk computer",
0.37067100405693054
],
[
"learning ideas common",
0.34796854853630066
],
[
"information intel",
0.3408263921737671
],
[
"theoretical mentioned surprisingly",
0.33760929107666016
]
],
"10": [
[
"samardzic asked question",
0.5080578327178955
],
[
"rambles aggressive backhandedly",
0.4672311842441559
],
[
"samardzic asked",
0.46399879455566406
],
[
"samardzic needs",
0.45296695828437805
],
[
"videos impatient confrontational",
0.43415552377700806
],
[
"impatient confrontational sarcastic",
0.42595356702804565
],
[
"samardzic",
0.4198418855667114
],
[
"tired antics conduct",
0.41298893094062805
],
[
"impatient confrontational",
0.41283276677131653
],
[
"mark rambles aggressive",
0.40915048122406006
]
],
"11": [
[
"students assumptions",
0.5932707786560059
],
[
"students assumptions students",
0.5384159088134766
],
[
"students required mutable",
0.5041583776473999
],
[
"leading students understand",
0.4848741888999939
],
[
"leads confusion students",
0.4735708236694336
],
[
"pointed classmate reminded",
0.41024503111839294
],
[
"practice passing reference",
0.4006744623184204
],
[
"passing reference intended",
0.3973471522331238
],
[
"student points error",
0.38768184185028076
],
[
"outdated obscure terminology",
0.3719126582145691
]
],
"12": [
[
"voice low",
0.4405692219734192
],
[
"speaking voice low",
0.4380325675010681
],
[
"heard echoing difficultfor",
0.42291995882987976
],
[
"muffling voice",
0.41607898473739624
],
[
"speaking skills mic",
0.41491860151290894
],
[
"mask muffling voice",
0.4083804488182068
],
[
"speaking skills",
0.4048771262168884
],
[
"voice low hard",
0.40182632207870483
],
[
"speaking voice",
0.3950665593147278
],
[
"microphone accent fast",
0.38542357087135315
]
],
"13": [
[
"moodle canvas",
0.7608724236488342
],
[
"uses moodle canvas",
0.7493934035301208
],
[
"canvas moodle",
0.7454685568809509
],
[
"canvas moodle canvas",
0.7396049499511719
],
[
"moodle noted canvas",
0.7229858636856079
],
[
"moodle canvas school",
0.7227421402931213
],
[
"platforms moodle canvas",
0.715745210647583
],
[
"questions canvas moodle",
0.7112174034118652
],
[
"moodle canvas million",
0.6872593760490417
],
[
"switched canvas moodle",
0.6729477643966675
]
],
"14": [
[
"handed final draft",
0.6851208806037903
],
[
"draft final project",
0.6113819479942322
],
[
"supposedly submitted draft",
0.5785168409347534
],
[
"written draft final",
0.5762930512428284
],
[
"submitted draft",
0.5696703791618347
],
[
"submitted completed assignment",
0.5604584813117981
],
[
"submitted draft time",
0.548603892326355
],
[
"written draft",
0.5117670297622681
],
[
"final draft",
0.4837336242198944
],
[
"project completing",
0.47171133756637573
]
],
"15": [
[
"responded discussion maybe",
0.5291763544082642
],
[
"threads discussions",
0.5274754762649536
],
[
"threads discussions trying",
0.5131319761276245
],
[
"responded discussion",
0.44167783856391907
],
[
"group debate",
0.4229557514190674
],
[
"good conversation simply",
0.4177088141441345
],
[
"separate discussion thread",
0.41324278712272644
],
[
"called good conversation",
0.3952910304069519
],
[
"notifications separate discussion",
0.3892795145511627
],
[
"separate discussion",
0.38816866278648376
]
],
"16": [
[
"assignments assignment involved",
0.6914384961128235
],
[
"requirements assignments",
0.6389033794403076
],
[
"work assignments",
0.6339895725250244
],
[
"unnecessarily vague assignment",
0.6207402944564819
],
[
"homework assigned vague",
0.6145075559616089
],
[
"idea assignments",
0.6036092042922974
],
[
"making mistakes assignment",
0.6018992066383362
],
[
"requirements assignments assignment",
0.5965126156806946
],
[
"vague assignment",
0.5857687592506409
],
[
"prerequisites assignments",
0.5851988792419434
]
],
"17": [
[
"programming problems unnecessary",
0.5941171646118164
],
[
"programmer painfully wrong",
0.580180823802948
],
[
"instructions directly contradicted",
0.5077823400497437
],
[
"programmer painfully",
0.484370619058609
],
[
"lacking directions incredibly",
0.4742451310157776
],
[
"project instructions explained",
0.46333324909210205
],
[
"programming problems",
0.44734954833984375
],
[
"instructions explained",
0.4393513798713684
],
[
"lacking directions",
0.43815773725509644
],
[
"troubleshooting unforeseen",
0.43024709820747375
]
],
"18": [
[
"recorded lectures posted",
0.719017505645752
],
[
"recorded lectures",
0.6747229695320129
],
[
"lectures recorded",
0.6718144416809082
],
[
"record lectures students",
0.6628654599189758
],
[
"record lectures",
0.661554217338562
],
[
"watch lecture recorded",
0.6507779359817505
],
[
"uploading recorded lectures",
0.6482290625572205
],
[
"record lectures post",
0.6367024183273315
],
[
"slides week professors",
0.6030706167221069
],
[
"recorded lecture pause",
0.5669575929641724
]
],
"19": [
[
"submit canvas",
0.7345185279846191
],
[
"canvas uploaded canvas",
0.7208607196807861
],
[
"passed canvas submissions",
0.7191609144210815
],
[
"canvas uploaded",
0.7168360948562622
],
[
"canvas submissions",
0.6951495409011841
],
[
"picture canvas uploaded",
0.6879431009292603
],
[
"passed canvas",
0.6599569320678711
],
[
"submit canvas night",
0.6528428792953491
],
[
"canvas submissions fact",
0.6527755260467529
],
[
"submission window canvas",
0.6441724896430969
]
],
"20": [
[
"lab procedures lectures",
0.6570620536804199
],
[
"instructors pre lab",
0.5886221528053284
],
[
"procedures lectures experiments",
0.582390308380127
],
[
"lab report labs",
0.5755112171173096
],
[
"laboratory experiments fantastic",
0.5692456960678101
],
[
"lab misunderstood format",
0.567725419998169
],
[
"lab misunderstood",
0.5551134943962097
],
[
"lectures experiments",
0.5522897243499756
],
[
"lectures experiments begin",
0.5512640476226807
],
[
"lab report",
0.5475396513938904
]
],
"21": [
[
"meet hour class",
0.6053377985954285
],
[
"required available times",
0.5376842021942139
],
[
"midterm exams withdrawal",
0.4908568263053894
],
[
"turn wrote class",
0.46944916248321533
],
[
"meet hour",
0.4524741768836975
],
[
"quizzes grades attending",
0.43770021200180054
],
[
"midterm exams",
0.4353444576263428
],
[
"ready hours listed",
0.41666489839553833
],
[
"class supposed",
0.4166073501110077
],
[
"ready hours",
0.416492223739624
]
],
"22": [
[
"emails convenient students",
0.6469507217407227
],
[
"homework emailing",
0.5493366122245789
],
[
"homework emailing lab",
0.5468881130218506
],
[
"emails class difficult",
0.5421661734580994
],
[
"intrauniversity college email",
0.5234905481338501
],
[
"students reading emails",
0.4999162554740906
],
[
"exams computer allowed",
0.48297005891799927
],
[
"assignments grades quizzes",
0.4770631194114685
],
[
"grades late incredibly",
0.47541847825050354
],
[
"grades late",
0.47370269894599915
]
],
"23": [
[
"reasons instructors golgen",
0.47349241375923157
],
[
"reasons instructors",
0.42449092864990234
],
[
"material inconsistency teaching",
0.4173603057861328
],
[
"instructors golgen george",
0.38885030150413513
],
[
"realize teaching",
0.38796210289001465
],
[
"teacher help",
0.3822803795337677
],
[
"teaching stands atrocious",
0.37881964445114136
],
[
"mental health academic",
0.35813450813293457
],
[
"teaching institution",
0.351978600025177
],
[
"late students promptly",
0.35055720806121826
]
],
"24": [
[
"kind friendly",
0.5302777290344238
],
[
"kindness demonstrating great",
0.5300325155258179
],
[
"friendly person",
0.5203213691711426
],
[
"friendly person general",
0.5128951072692871
],
[
"kind friendly person",
0.5090802907943726
],
[
"cool guy communicative",
0.5053768157958984
],
[
"shown politeness care",
0.4832720160484314
],
[
"guy communicative",
0.47818464040756226
],
[
"politeness care kindness",
0.44935086369514465
],
[
"love shown politeness",
0.41927018761634827
]
],
"25": [
[
"work correctly barely",
0.48034384846687317
],
[
"strange tangents",
0.44821611046791077
],
[
"impossible tell directions",
0.4480462074279785
],
[
"strange tangents person",
0.44583970308303833
],
[
"operate impossible",
0.43903037905693054
],
[
"tends strange",
0.43839317560195923
],
[
"simply work correctly",
0.43776124715805054
],
[
"operate impossible tell",
0.43391621112823486
],
[
"tends strange tangents",
0.42213502526283264
],
[
"extremely annoying operate",
0.42174261808395386
]
],
"26": [
[
"upsetting essential workers",
0.5980005264282227
],
[
"work overtime suffering",
0.47371262311935425
],
[
"noncooperative unacceptable circumstances",
0.45988187193870544
],
[
"concerns pushed",
0.44735264778137207
],
[
"concerns pushed aside",
0.4408727288246155
],
[
"unacceptable circumstances pandemic",
0.427956759929657
],
[
"empathy nice situation",
0.42395368218421936
],
[
"overtime suffering",
0.41119155287742615
],
[
"experience leniency felt",
0.3967929184436798
],
[
"empathy nice",
0.39216727018356323
]
],
"27": [
[
"conversations class laugh",
0.5090654492378235
],
[
"audio exam started",
0.5079900622367859
],
[
"conversations class",
0.4818556606769562
],
[
"daily conversations class",
0.4588647782802582
],
[
"turn audio exam",
0.4371526837348938
],
[
"audio lanfrank finished",
0.4150818884372711
],
[
"pm turned mic",
0.411112904548645
],
[
"class laugh",
0.4099141061306
],
[
"class laugh headspace",
0.40935301780700684
],
[
"turned mic",
0.4015805125236511
]
],
"28": [
[
"textbook provided solving",
0.5758718252182007
],
[
"problem book intended",
0.567643404006958
],
[
"problem book",
0.5347050428390503
],
[
"write new problems",
0.49989908933639526
],
[
"methods textbook",
0.4909003973007202
],
[
"methods textbook provided",
0.4639807641506195
],
[
"problems intuitive",
0.4408143162727356
],
[
"way problems intuitive",
0.434552937746048
],
[
"textbook provided stated",
0.42089027166366577
],
[
"problems intuitive wrong",
0.4024300277233124
]
],
"29": [
[
"grade received unclear",
0.6981573104858398
],
[
"lowest grade received",
0.6156991720199585
],
[
"grades released extremely",
0.5808465480804443
],
[
"questions received grades",
0.5662928819656372
],
[
"poorly assignment",
0.558793306350708
],
[
"manner lost grade",
0.5439104437828064
],
[
"lowest grade",
0.5171548128128052
],
[
"lost grade",
0.512618899345398
],
[
"received grades",
0.5006959438323975
],
[
"grades released",
0.49756115674972534
]
],
"30": [
[
"appreciate average exams",
0.5892609357833862
],
[
"students life easier",
0.5484895706176758
],
[
"exam format slightly",
0.5453674793243408
],
[
"students gain partial",
0.5303491353988647
],
[
"wish exam format",
0.5249089002609253
],
[
"students lives easier",
0.5248134136199951
],
[
"instead taking final",
0.513200581073761
],
[
"exams taken instead",
0.5073583126068115
],
[
"students college improve",
0.5038402080535889
],
[
"review exams assignments",
0.49843183159828186
]
],
"31": [
[
"webex meetings caused",
0.674220085144043
],
[
"webex meetings",
0.5837177038192749
],
[
"talking webex fiddling",
0.5832316875457764
],
[
"simultaneous webex meetings",
0.5826363563537598
],
[
"talking webex",
0.5730106234550476
],
[
"webex fiddling",
0.5720326900482178
],
[
"webex thinking",
0.5710229873657227
],
[
"webex meetings created",
0.5685335397720337
],
[
"scheduling webex meetings",
0.5656177401542664
],
[
"wastes halfhour webex",
0.5621173977851868
]
],
"32": [
[
"office hours class",
0.7300313115119934
],
[
"office hours originally",
0.6044276356697083
],
[
"office hours",
0.6011979579925537
],
[
"originally office hours",
0.5940853357315063
],
[
"utilized lab time",
0.5911688208580017
],
[
"marked class time",
0.5864753127098083
],
[
"utilize office hours",
0.5787140130996704
],
[
"labs hours group",
0.5748674869537354
],
[
"read office hours",
0.5735520124435425
],
[
"office hours appointment",
0.5720782279968262
]
],
"33": [
[
"students group assignments",
0.6635948419570923
],
[
"groupwork needs",
0.6540838479995728
],
[
"groupwork needs quicker",
0.6412363052368164
],
[
"feedback groupwork",
0.6324325203895569
],
[
"group work helps",
0.6311473250389099
],
[
"feedback groupwork needs",
0.6124928593635559
],
[
"discussions group work",
0.5903768539428711
],
[
"groupwork",
0.5900020599365234
],
[
"working group different",
0.5371859073638916
],
[
"students perspectives",
0.5261207818984985
]
],
"34": [
[
"inbox homework",
0.5945335030555725
],
[
"track emails",
0.5354552268981934
],
[
"inbox homework project",
0.5343397259712219
],
[
"inbox senders",
0.5333480834960938
],
[
"mass email school",
0.5303493738174438
],
[
"school send messages",
0.5243501663208008
],
[
"hard track emails",
0.5143003463745117
],
[
"message easy emails",
0.5135772824287415
],
[
"inbox yes mentioned",
0.5063880681991577
],
[
"mass email",
0.49744299054145813
]
],
"35": [
[
"pages hw came",
0.47681188583374023
],
[
"textbook chapters total",
0.47221994400024414
],
[
"time emailed textbook",
0.4601426124572754
],
[
"papers assigned",
0.4523749053478241
],
[
"pages hw",
0.44908013939857483
],
[
"pages wanted read",
0.4466872215270996
],
[
"pages",
0.4453705847263336
],
[
"pages code",
0.43543484807014465
],
[
"pages code copied",
0.4224817156791687
],
[
"slides prepare books",
0.4211108088493347
]
],
"36": [
[
"canvas webex",
0.7846871614456177
],
[
"canvas webex technologically",
0.7622506022453308
],
[
"canvas webex understand",
0.7596968412399292
],
[
"webex canvas",
0.7577565908432007
],
[
"understandable canvas webex",
0.7505375742912292
],
[
"operate canvas webex",
0.7485105991363525
],
[
"resources canvas webex",
0.7402584552764893
],
[
"webex application canvas",
0.7359089255332947
],
[
"webex canvas page",
0.7316461801528931
],
[
"understand webex canvas",
0.7243285775184631
]
],
"37": [
[
"thank rutkowski sharing",
0.4934459328651428
],
[
"sharing knowledge voronov",
0.45628079771995544
],
[
"thank rutkowski",
0.454395055770874
],
[
"rutkowski sharing knowledge",
0.4540598392486572
],
[
"success class voronov",
0.40180203318595886
],
[
"voronov accommodating semester",
0.386544406414032
],
[
"knowledge voronov",
0.3838284909725189
],
[
"voronov",
0.3801547884941101
],
[
"knowledge voronov accommodating",
0.3761483132839203
],
[
"voronov accommodating",
0.36965227127075195
]
],
"38": [
[
"project design",
0.7054753303527832
],
[
"implementing project projects",
0.6628365516662598
],
[
"project design analyze",
0.6555577516555786
],
[
"implementing project",
0.6235450506210327
],
[
"relates implementing project",
0.6206247210502625
],
[
"project group",
0.599274754524231
],
[
"vague needmoredetails project",
0.5899075269699097
],
[
"project test cases",
0.5803780555725098
],
[
"project group chose",
0.5680807828903198
],
[
"projects fun",
0.5677654147148132
]
],
"39": [
[
"faculty experiencing difficult",
0.5668728947639465
],
[
"semester difficult considerate",
0.5381415486335754
],
[
"student faculty experiencing",
0.535240650177002
],
[
"faculty experiencing",
0.5179945826530457
],
[
"crisis semester difficult",
0.5039582848548889
],
[
"mistakes simply professors",
0.49432218074798584
],
[
"assignment regards poor",
0.4638584852218628
],
[
"issues lacksidaisical attitude",
0.449841171503067
],
[
"semester difficult",
0.44871968030929565
],
[
"crisis semester",
0.44695770740509033
]
],
"40": [
[
"ended webex said",
0.560793399810791
],
[
"waited leave webex",
0.5579344034194946
],
[
"message host ended",
0.5461066365242004
],
[
"ended webex",
0.5451469421386719
],
[
"host ended webex",
0.5118274688720703
],
[
"webex unmuted",
0.4713086485862732
],
[
"host ended",
0.4654601216316223
],
[
"seconds receiving message",
0.46092700958251953
],
[
"leave webex",
0.4560292661190033
],
[
"leave webex unmuted",
0.45498406887054443
]
],
"41": [
[
"courses failed",
0.6416025161743164
],
[
"seen courses failed",
0.6190924644470215
],
[
"courses",
0.5676885843276978
],
[
"seen courses",
0.5673109889030457
],
[
"courses failed sort",
0.5018215179443359
],
[
"far seen courses",
0.472059428691864
],
[
"disappointed needs redone",
0.42289024591445923
],
[
"disappointing quality",
0.3768957257270813
],
[
"incredibly disappointing",
0.3670635521411896
],
[
"incredibly disappointing quality",
0.3657018542289734
]
],
"42": [
[
"utilize canvas",
0.7874358892440796
],
[
"improvement utilize canvas",
0.7851934432983398
],
[
"canvas easier",
0.7616208791732788
],
[
"easier canvas",
0.7460455894470215
],
[
"utilize canvas canvas",
0.7404115200042725
],
[
"using canvas easier",
0.732185959815979
],
[
"using canvas",
0.7189995050430298
],
[
"canvas easier canvas",
0.7146209478378296
],
[
"start using canvas",
0.7136664390563965
],
[
"nice canvas page",
0.7125104069709778
]
],
"43": [
[
"concerns laid email",
0.3775200843811035
],
[
"canvas asking rarely",
0.3302971124649048
],
[
"asking rarely responds",
0.32455241680145264
],
[
"address concerns laid",
0.32043665647506714
],
[
"concerns laid",
0.29110249876976013
],
[
"asking rarely",
0.26942184567451477
],
[
"overboard emails canvas",
0.25333231687545776
],
[
"emails canvas notifications",
0.2451901137828827
],
[
"responds emails timely",
0.23865871131420135
],
[
"making wanting questions",
0.23574474453926086
]
],
"44": [
[
"lectures discussion forums",
0.7647920846939087
],
[
"encourages participation chat",
0.7105180025100708
],
[
"discussion forums offer",
0.7035870552062988
],
[
"participate discussions",
0.6922643780708313
],
[
"allowing participate discussions",
0.6896871328353882
],
[
"participation chat session",
0.6482088565826416
],
[
"participation chat",
0.6417562961578369
],
[
"participate discussions writing",
0.6108002662658691
],
[
"love forums",
0.5967837572097778
],
[
"meeting lectures discussion",
0.5840000510215759
]
],
"45": [
[
"lowest grades courses",
0.7101199626922607
],
[
"grades courses",
0.6939834356307983
],
[
"taking taking courses",
0.6707364320755005
],
[
"taking courses",
0.6642398834228516
],
[
"grades difficult",
0.6517294645309448
],
[
"grades courses ones",
0.6301766037940979
],
[
"getting lowest grades",
0.610720157623291
],
[
"taking courses maximum",
0.6067285537719727
],
[
"lowest grades difficult",
0.6017095446586609
],
[
"courses ones getting",
0.5783724784851074
]
],
"46": [
[
"language barrier hard",
0.7090535163879395
],
[
"language barrier difficult",
0.6993905305862427
],
[
"language barrier",
0.6324430108070374
],
[
"incomprehensible language barrier",
0.6216363906860352
],
[
"difficult understand accent",
0.5507348775863647
],
[
"hard understand accents",
0.5233159065246582
],
[
"understand accent heavy",
0.5191664695739746
],
[
"accents learning difficult",
0.5110179781913757
],
[
"time language barrier",
0.5063890218734741
],
[
"said difficult understand",
0.5061410665512085
]
],
"47": [
[
"slightly small complaint",
0.5176276564598083
],
[
"slightly",
0.4877929985523224
],
[
"improvement leaps bounds",
0.44174909591674805
],
[
"improvement",
0.43675917387008667
],
[
"complaints likes",
0.4321574568748474
],
[
"small complaint",
0.4137730598449707
],
[
"complaints likes dislikes",
0.41017186641693115
],
[
"things change slightly",
0.408896803855896
],
[
"change slightly",
0.38763904571533203
],
[
"expected complaints likes",
0.3842936158180237
]
],
"48": [
[
"beneficial future learned",
0.4975781738758087
],
[
"lessons class beneficial",
0.45853397250175476
],
[
"posts childhood learned",
0.45662766695022583
],
[
"taught encountered",
0.44873273372650146
],
[
"amazing job teaching",
0.43693140149116516
],
[
"teaching hum taken",
0.42828601598739624
],
[
"teaching hum",
0.4167426526546478
],
[
"childhood learned",
0.4116591811180115
],
[
"class beneficial",
0.4070245027542114
],
[
"learned materials taught",
0.4051167368888855
]
],
"49": [
[
"treat responded saying",
0.43580594658851624
],
[
"told exceptions whatsoever",
0.4175426959991455
],
[
"told exceptions",
0.4127616882324219
],
[
"retested code print",
0.36548951268196106
],
[
"consequence response nice",
0.3517859876155853
],
[
"nice told exceptions",
0.3505094647407532
],
[
"escape sequences posted",
0.3410438895225525
],
[
"code",
0.3350677192211151
],
[
"code print",
0.3321473300457001
],
[
"retested code",
0.32520705461502075
]
],
"50": [
[
"chat help",
0.5984071493148804
],
[
"created group chat",
0.5621665716171265
],
[
"writing chat",
0.5495057702064514
],
[
"group chat help",
0.5453000068664551
],
[
"understand writing chat",
0.5370145440101624
],
[
"writing chat writing",
0.5120749473571777
],
[
"available typed chat",
0.5116473436355591
],
[
"group chat",
0.5103144645690918
],
[
"chat clear need",
0.505341112613678
],
[
"typed chat",
0.5029737949371338
]
],
"51": [
[
"unanswered emailed exam",
0.6019725799560547
],
[
"exam cancelled",
0.5664657354354858
],
[
"exam cancelled postponed",
0.5385493040084839
],
[
"emailed exam time",
0.5381972789764404
],
[
"postponed administered exam",
0.5336563587188721
],
[
"cancelling exam cancelled",
0.5132918357849121
],
[
"later gave exam",
0.5131223201751709
],
[
"exam time expired",
0.5062946081161499
],
[
"instead cancelling exam",
0.5037676095962524
],
[
"gave exam",
0.4868262708187103
]
],
"52": [
[
"tenure hassle amazing",
0.5395078659057617
],
[
"reminded tenure hassle",
0.5206102132797241
],
[
"comments reminded tenure",
0.49509304761886597
],
[
"tenure hassle",
0.47154462337493896
],
[
"reminded tenure",
0.47090944647789
],
[
"job clearly care",
0.4616478383541107
],
[
"tenure",
0.4450259804725647
],
[
"executive",
0.4416228234767914
],
[
"clearly care job",
0.43214336037635803
],
[
"fired",
0.42597973346710205
]
],
"53": [
[
"wife student",
0.41370734572410583
],
[
"allowed teach university",
0.4018508493900299
],
[
"wife student fadi",
0.3952025771141052
],
[
"person allowed teach",
0.3851385712623596
],
[
"teach university",
0.3774940073490143
],
[
"allowed teach",
0.36221587657928467
],
[
"far refuse teach",
0.361954003572464
],
[
"exwife th semester",
0.35463961958885193
],
[
"refuse teach",
0.349684476852417
],
[
"room wife student",
0.3372996747493744
]
],
"54": [
[
"midterms dang hard",
0.7614952325820923
],
[
"salvageable midterm",
0.7277052998542786
],
[
"midterms dang",
0.710754930973053
],
[
"salvageable midterm grade",
0.6749150156974792
],
[
"midterm grade terrible",
0.6549621224403381
],
[
"passed salvageable midterm",
0.641772449016571
],
[
"second midterm",
0.628869354724884
],
[
"damaged midterm",
0.6191415786743164
],
[
"wish midterms dang",
0.6097952723503113
],
[
"midterms",
0.595952033996582
]
],
"55": [
[
"itani provide feedback",
0.6744699478149414
],
[
"itani assigned homework",
0.6696020364761353
],
[
"itani homework lecture",
0.6680852174758911
],
[
"exam grade itani",
0.6564733386039734
],
[
"homework assignments itani",
0.6488229036331177
],
[
"assignments itani",
0.6319959163665771
],
[
"textbook known itani",
0.631547749042511
],
[
"sections taught itani",
0.6276533007621765
],
[
"grade itani provide",
0.6247748732566833
],
[
"itani homework",
0.6239538192749023
]
],
"56": [
[
"answer choice canvas",
0.5486834049224854
],
[
"quiz canvas quizzes",
0.5473302006721497
],
[
"canvas quiz right",
0.5386172533035278
],
[
"open quiz canvas",
0.5293444395065308
],
[
"quiz twice",
0.5141161680221558
],
[
"canvas quizzes sends",
0.5139997005462646
],
[
"continues quiz twice",
0.4835580587387085
],
[
"canvas quiz",
0.4830051064491272
],
[
"second canvas quiz",
0.46757176518440247
],
[
"answer problems",
0.4656521677970886
]
],
"57": [
[
"responses students posts",
0.56694495677948
],
[
"students post reply",
0.560343861579895
],
[
"students posts shown",
0.5566110610961914
],
[
"students posts",
0.550910472869873
],
[
"students post",
0.5468173027038574
],
[
"post reply forum",
0.533210277557373
],
[
"class forum posts",
0.5290045738220215
],
[
"posts dates students",
0.5180798768997192
],
[
"students postreply",
0.513929009437561
],
[
"class forum",
0.5055614709854126
]
],
"58": [
[
"online classes pandemic",
0.7071486711502075
],
[
"learn effectively pandemic",
0.6408751010894775
],
[
"classes pandemic",
0.6350700855255127
],
[
"classes pandemic utterly",
0.6315963268280029
],
[
"effectively pandemic issue",
0.6084417104721069
],
[
"pandemic utterly ridiculous",
0.6038302183151245
],
[
"pandemic issue",
0.5852380990982056
],
[
"pandemic severely",
0.5713571906089783
],
[
"covid pandemic severely",
0.5652489066123962
],
[
"pandemic utterly",
0.5530605316162109
]
],
"59": [
[
"asked prepare presentation",
0.47474363446235657
],
[
"presentation assignment day",
0.4489873945713043
],
[
"presentation said asked",
0.44375574588775635
],
[
"class asked presentation",
0.4388708472251892
],
[
"asked presentation said",
0.43792590498924255
],
[
"told group presentation",
0.43296319246292114
],
[
"asked presentation",
0.4316202402114868
],
[
"class told group",
0.4087178409099579
],
[
"assignment class told",
0.40054988861083984
],
[
"told group requirement",
0.38986802101135254
]
],
"60": [
[
"understanding academic accommodations",
0.4835144281387329
],
[
"issues caused accommodations",
0.4555802047252655
],
[
"accommodations issue regarding",
0.4473188817501068
],
[
"academic accommodations",
0.4354318380355835
],
[
"gave quizzes",
0.4327797591686249
],
[
"accommodation disability accommodations",
0.41975557804107666
],
[
"academic accommodations adhd",
0.4181166887283325
],
[
"disability accommodations",
0.40950578451156616
],
[
"accommodations adhd appreciate",
0.40898609161376953
],
[
"disability accommodation disability",
0.39941805601119995
]
],
"61": [
[
"files uploaded files",
0.7066123485565186
],
[
"uploaded files",
0.6929292678833008
],
[
"files uploaded",
0.6671841740608215
],
[
"instead uploads folders",
0.6634930372238159
],
[
"uploaded files section",
0.6594499349594116
],
[
"files section difficult",
0.6467760801315308
],
[
"heavy files uploaded",
0.6370844841003418
],
[
"files uploaded named",
0.6090463399887085
],
[
"files section",
0.6071604490280151
],
[
"uploads folders files",
0.6013908982276917
]
],
"62": [
[
"everything way organized",
0.6509103775024414
],
[
"organized everything",
0.6099096536636353
],
[
"extremely disorganized",
0.5991249084472656
],
[
"entirely unorganized",
0.5899927616119385
],
[
"lack organization",
0.5806193351745605
],
[
"lack organization structure",
0.5803917646408081
],
[
"way organized",
0.5764200091362
],
[
"canvas lack organization",
0.5461562275886536
],
[
"organized keeps everything",
0.5401386022567749
],
[
"disorganized",
0.5265090465545654
]
],
"63": [
[
"grader deduct points",
0.653942346572876
],
[
"curve single grade",
0.6514976024627686
],
[
"grading little strange",
0.633623480796814
],
[
"rounding harsh grader",
0.6072752475738525
],
[
"graded graded credit",
0.587265133857727
],
[
"graded credit",
0.5742350220680237
],
[
"curve mean score",
0.5736277103424072
],
[
"smallest reason grading",
0.5703692436218262
],
[
"reason grading",
0.5700392723083496
],
[
"mean score class",
0.5535364151000977
]
],
"64": [
[
"work respondus canvas",
0.41421547532081604
],
[
"using canvas",
0.40663862228393555
],
[
"trouble using canvas",
0.4049597382545471
],
[
"canvas fails",
0.3971078395843506
],
[
"canvas moodle needs",
0.39218205213546753
],
[
"canvas fails directions",
0.3889956474304199
],
[
"computer canvas",
0.38046252727508545
],
[
"computer canvas canvas",
0.38022786378860474
],
[
"canvas moodle",
0.37786585092544556
],
[
"using canvas moodle",
0.3741190731525421
]
],
"65": [
[
"mrzeugin understand responsibilities",
0.7337221503257751
],
[
"mrzeugin assignment timely",
0.6682191491127014
],
[
"mrzeugin assignment",
0.6307414174079895
],
[
"mrzeugins attitude",
0.620618462562561
],
[
"students eventually mrzeugins",
0.6205775737762451
],
[
"zeugin returned project",
0.618841826915741
],
[
"manner mrzeugin understand",
0.6141443252563477
],
[
"mrzeugins attitude actions",
0.6078490018844604
],
[
"mrzeugin understand",
0.59451824426651
],
[
"weeks project mrzeugin",
0.5923134088516235
]
],
"66": [
[
"issue matlab grader",
0.4969283938407898
],
[
"matlab grader told",
0.48535436391830444
],
[
"answer instructions",
0.4588136672973633
],
[
"answer instructions provided",
0.4448019862174988
],
[
"retried fix repeated",
0.4343617260456085
],
[
"met answer instructions",
0.43220236897468567
],
[
"instructions provided",
0.4244708716869354
],
[
"instructions provided profuse",
0.417102575302124
],
[
"retried fix",
0.4108799397945404
],
[
"matlab grader",
0.40502434968948364
]
],
"67": [
[
"ashamed think joking",
0.4940483272075653
],
[
"joke wrong assume",
0.45226120948791504
],
[
"think joking",
0.4482359290122986
],
[
"ashamed think",
0.4463335871696472
],
[
"think joking idea",
0.42658376693725586
],
[
"joking idea",
0.4086296260356903
],
[
"reads possible joke",
0.40755245089530945
],
[
"joking",
0.4071885347366333
],
[
"ashamed",
0.40611857175827026
],
[
"wrong assume",
0.4022616744041443
]
],
"68": [
[
"compared told right",
0.4636112153530121
],
[
"case compared told",
0.42938166856765747
],
[
"case compared",
0.42635661363601685
],
[
"compared",
0.4147283732891083
],
[
"true",
0.3962164521217346
],
[
"compared told",
0.37501153349876404
],
[
"right true benefit",
0.34531450271606445
],
[
"right true",
0.3368145823478699
],
[
"members group case",
0.3159491717815399
],
[
"right",
0.3104183077812195
]
],
"69": [
[
"tolerated unmet effort",
0.4947393536567688
],
[
"explain situation tolerated",
0.4304012656211853
],
[
"situation tolerated unmet",
0.42589402198791504
],
[
"explain situation",
0.4149288237094879
],
[
"unmet effort unnecessary",
0.40658268332481384
],
[
"unmet effort",
0.40642401576042175
],
[
"situation",
0.40517550706863403
],
[
"situation tolerated",
0.3951258659362793
],
[
"unnecessary stress seen",
0.3773425221443176
],
[
"effort unnecessary stress",
0.35663411021232605
]
],
"70": [
[
"feel cheated experience",
0.4782733917236328
],
[
"cheated experience happen",
0.4750165045261383
],
[
"cheated experience",
0.42472201585769653
],
[
"truly feel cheated",
0.407806396484375
],
[
"feel cheated",
0.3998776376247406
],
[
"continue uphold conversation",
0.3695141673088074
],
[
"conversation continue uphold",
0.3429066240787506
],
[
"conversation happening",
0.3174789547920227
],
[
"uphold conversation",
0.3161969482898712
],
[
"cheated",
0.3157413601875305
]
],
"71": [
[
"online bad",
0.5588892698287964
],
[
"online bad okay",
0.5560755133628845
],
[
"ugly online bad",
0.5230854749679565
],
[
"online bad ugly",
0.518334686756134
],
[
"allowed type chat",
0.47072532773017883
],
[
"okay person virtual",
0.4469798803329468
],
[
"ugly online",
0.44587093591690063
],
[
"bad ugly online",
0.4457339644432068
],
[
"chat",
0.4408283233642578
],
[
"type chat",
0.4336739480495453
]
],
"72": [
[
"condition codes",
0.6120319366455078
],
[
"condition codes intended",
0.6089897155761719
],
[
"condition codes set",
0.5941880941390991
],
[
"logical assembly instructions",
0.590491771697998
],
[
"computations instructions listed",
0.5822150707244873
],
[
"affect condition codes",
0.5756356716156006
],
[
"computations instructions",
0.5753068923950195
],
[
"address computations instructions",
0.572281002998352
],
[
"leaq instruction",
0.5638065934181213
],
[
"logical operation affect",
0.5603686571121216
]
],
"73": [
[
"coherent jumping topic",
0.4797998368740082
],
[
"understand material better",
0.44909489154815674
],
[
"sentence fragments needless",
0.43532270193099976
],
[
"written incredibly hard",
0.43006253242492676
],
[
"topic tangents",
0.4206679165363312
],
[
"jumping topic tangents",
0.4184727966785431
],
[
"understand material",
0.41016387939453125
],
[
"hard understand coherent",
0.4097539186477661
],
[
"sentence fragments",
0.4050745368003845
],
[
"incredibly hard understand",
0.4027101993560791
]
],
"74": [
[
"point deduction attempted",
0.7078046202659607
],
[
"resulted point deductions",
0.667066752910614
],
[
"point deductions",
0.6643939018249512
],
[
"point deduction admittedly",
0.6429429650306702
],
[
"point deduction",
0.6413853168487549
],
[
"point deduction printf",
0.6399060487747192
],
[
"suffer point deduction",
0.5945188403129578
],
[
"caused point deduction",
0.5913138389587402
],
[
"deduction suffer point",
0.5704347491264343
],
[
"deduction printf",
0.5554898977279663
]
],
"75": [
[
"instruction bassel arafeh",
0.6166209578514099
],
[
"variables arafeh",
0.5878146886825562
],
[
"bassel arafeh described",
0.5742555856704712
],
[
"arafeh",
0.5714955925941467
],
[
"understanding content arafeh",
0.5271079540252686
],
[
"instances arafeh incorrect",
0.5262386798858643
],
[
"instances arafeh",
0.5118076801300049
],
[
"variables arafeh correct",
0.51064133644104
],
[
"fact instances arafeh",
0.5009855628013611
],
[
"bassel arafeh",
0.4843657612800598
]
],
"76": [
[
"everything learned",
0.6315799951553345
],
[
"everything learned complete",
0.5917320847511292
],
[
"books idiot everything",
0.5598105788230896
],
[
"idiot everything learned",
0.5502300262451172
],
[
"learning underground",
0.5355448722839355
],
[
"taught using",
0.5345277190208435
],
[
"learned",
0.5308153629302979
],
[
"resources books idiot",
0.5305213332176208
],
[
"taught",
0.5205125212669373
],
[
"complete assignments taught",
0.5161294937133789
]
],
"77": [
[
"moodle page needs",
0.7545768022537231
],
[
"moodle page extremely",
0.7505521178245544
],
[
"moodle page",
0.7469185590744019
],
[
"extremely unorganized moodle",
0.7347411513328552
],
[
"unorganized moodle",
0.7142300605773926
],
[
"unorganized moodle forums",
0.7102603912353516
],
[
"moodle forums",
0.6663346290588379
],
[
"moodle forums nest",
0.638404130935669
],
[
"canvas moodle page",
0.6184054017066956
],
[
"moodle",
0.5429623126983643
]
],
"78": [
[
"diagnosed post traumatic",
0.4886661469936371
],
[
"traumatic stress illness",
0.4813860058784485
],
[
"post traumatic stress",
0.4758910834789276
],
[
"chronic illnesses passed",
0.4615808129310608
],
[
"post traumatic",
0.43633443117141724
],
[
"traumatic stress",
0.43514710664749146
],
[
"therapy taking medication",
0.4348769783973694
],
[
"advised withdraw night",
0.4310389757156372
],
[
"illnesses passed driving",
0.4273851811885834
],
[
"warnings advised withdraw",
0.42530858516693115
]
],
"79": [
[
"errors instructions lexical",
0.7207503318786621
],
[
"checking syntax",
0.647239089012146
],
[
"lexical analyzer instructions",
0.6447913646697998
],
[
"instructions lexical analyzer",
0.6363387107849121
],
[
"error checking syntax",
0.6305860280990601
],
[
"checking syntax errors",
0.6275134086608887
],
[
"check syntax",
0.6250486373901367
],
[
"writing lexical analyzer",
0.6247540712356567
],
[
"check syntax errors",
0.6222510933876038
],
[
"syntax errors instructions",
0.6220159530639648
]
],
"80": [
[
"thank excellent semester",
0.6412903070449829
],
[
"excellent semester slaughter",
0.5581575632095337
],
[
"excellent semester",
0.5521103143692017
],
[
"thank great having",
0.44422227144241333
],
[
"lecture",
0.4338986873626709
],
[
"semester considering",
0.43311700224876404
],
[
"thank time",
0.4300062954425812
],
[
"semester slaughter",
0.4242422580718994
],
[
"section thank time",
0.41571104526519775
],
[
"thank time thank",
0.40496131777763367
]
],
"81": [
[
"continue conversation gave",
0.4851548671722412
],
[
"continue conversation",
0.4595035910606384
],
[
"want continue conversation",
0.4526287913322449
],
[
"conversation gave direction",
0.4275181293487549
],
[
"gave direction close",
0.3841693103313446
],
[
"conversation gave",
0.38110119104385376
],
[
"respond desire",
0.3751191794872284
],
[
"want continue",
0.3583950996398926
],
[
"gave direction",
0.3575219213962555
],
[
"respond desire want",
0.33511945605278015
]
],
"82": [
[
"students quite told",
0.45602861046791077
],
[
"answering online students",
0.428390771150589
],
[
"classmates speak",
0.40746110677719116
],
[
"publicly encourage classmates",
0.3930848240852356
],
[
"classmates speak risk",
0.38423699140548706
],
[
"twice online students",
0.3686213493347168
],
[
"online students quite",
0.3647802770137787
],
[
"classmates",
0.36248576641082764
],
[
"encourage classmates",
0.3563985526561737
],
[
"students questions",
0.33577823638916016
]
],
"83": [
[
"finding needed everything",
0.5386812090873718
],
[
"search items needed",
0.47771763801574707
],
[
"needed everything organized",
0.46167808771133423
],
[
"search items",
0.4370022714138031
],
[
"everything organized available",
0.39605075120925903
],
[
"felt search items",
0.3882947564125061
],
[
"trouble finding",
0.38462573289871216
],
[
"felt search",
0.37676000595092773
],
[
"trouble finding needed",
0.3677763044834137
],
[
"finding",
0.3474433422088623
]
],
"84": [
[
"irrational choices ethics",
0.720850944519043
],
[
"ethics interesting",
0.6972278952598572
],
[
"ethics interesting justified",
0.681677520275116
],
[
"justified ordinary scenario",
0.6524749994277954
],
[
"ethics",
0.6310527324676514
],
[
"choices ethics interesting",
0.6158198118209839
],
[
"choices ethics",
0.5822679400444031
],
[
"irrational choices",
0.5609616041183472
],
[
"irrational choice",
0.5356763601303101
],
[
"interesting justified ordinary",
0.5130912065505981
]
],
"85": [
[
"teaching methods difficult",
0.5976228713989258
],
[
"good teaching",
0.5139806270599365
],
[
"good teaching methods",
0.5098623633384705
],
[
"teaching methods",
0.5067696571350098
],
[
"class mainly handson",
0.4534280002117157
],
[
"class mainly",
0.4160444140434265
],
[
"application learned",
0.3936619460582733
],
[
"great application learned",
0.3927593231201172
],
[
"teaching",
0.3924640715122223
],
[
"application learned frequent",
0.3880053460597992
]
],
"86": [
[
"trust authority government",
0.4127538800239563
],
[
"government question everything",
0.4058151841163635
],
[
"trust authority",
0.35386812686920166
],
[
"government",
0.35197460651397705
],
[
"authority government",
0.3358956575393677
],
[
"authority",
0.2947642505168915
],
[
"missing trust",
0.28215134143829346
],
[
"authority government question",
0.2681902050971985
],
[
"question everything",
0.2639442980289459
],
[
"government question",
0.2514788508415222
]
],
"87": [
[
"hate phone calls",
0.692263126373291
],
[
"phone calls emails",
0.5920864343643188
],
[
"calls emails",
0.5721006393432617
],
[
"calls emails person",
0.5324032306671143
],
[
"phone calls",
0.5276230573654175
],
[
"phone calls transposition",
0.5142834186553955
],
[
"hate phone",
0.4512525796890259
],
[
"phone",
0.41160523891448975
],
[
"emails person conversation",
0.3981803357601166
],
[
"person conversation fine",
0.3957214057445526
]
],
"88": [
[
"choosing answer channel",
0.4983862042427063
],
[
"answer channel",
0.4920274615287781
],
[
"answer channel choosing",
0.48610392212867737
],
[
"cut social network",
0.3954046368598938
],
[
"suffer choosing answer",
0.3641566038131714
],
[
"choosing answer",
0.355601966381073
],
[
"answer grade suffer",
0.3550790250301361
],
[
"social network",
0.35506826639175415
],
[
"answer",
0.3444503843784332
],
[
"try answer",
0.33506375551223755
]
],
"89": [
[
"attend",
0.553696870803833
],
[
"attend attend",
0.5094659328460693
],
[
"",
0.16848525404930115
],
[
"",
0.16848525404930115
],
[
"",
0.16848525404930115
],
[
"",
0.16848525404930115
],
[
"",
0.16848525404930115
],
[
"",
0.16848525404930115
],
[
"",
0.16848525404930115
],
[
"",
0.16848525404930115
]
],
"90": [
[
"hope enjoy holiday",
0.8207371234893799
],
[
"enjoy holiday",
0.7431060671806335
],
[
"enjoy holiday season",
0.7222282886505127
],
[
"great summer break",
0.6147194504737854
],
[
"holiday season great",
0.5460492372512817
],
[
"great summer",
0.5125957727432251
],
[
"summer break",
0.4981514811515808
],
[
"hope enjoy",
0.49677860736846924
],
[
"enjoy",
0.44794827699661255
],
[
"holiday season",
0.44791752099990845
]
],
"91": [
[
"distributions developed students",
0.6508479714393616
],
[
"calculus understanding distributions",
0.6437082290649414
],
[
"understanding distributions",
0.6221252679824829
],
[
"understanding distributions discussion",
0.610857367515564
],
[
"formulas distributions developed",
0.6083395481109619
],
[
"distributions discussion class",
0.5892826914787292
],
[
"formulas distributions",
0.5881785750389099
],
[
"distributions discussion",
0.5667989253997803
],
[
"class formulas distributions",
0.5557644963264465
],
[
"distributions",
0.4757610559463501
]
],
"92": [
[
"conveyed late week",
0.6901523470878601
],
[
"week prior email",
0.640031635761261
],
[
"conveyed late",
0.5810937285423279
],
[
"information conveyed late",
0.5688565969467163
],
[
"late week prior",
0.5037229657173157
],
[
"prior email",
0.4955978989601135
],
[
"week prior",
0.4707772731781006
],
[
"prior email sent",
0.4409272074699402
],
[
"email sent saturday",
0.434697687625885
],
[
"late week",
0.4262237548828125
]
]
},
"topics": [
0,
0,
0,
0,
11,
42,
69,
0,
9,
1,
0,
0,
13,
0,
0,
0,
0,
1,
1,
0,
13,
61,
0,
0,
0,
0,
0,
0,
0,
0,
0,
7,
18,
0,
0,
0,
0,
8,
41,
0,
19,
0,
0,
15,
9,
0,
9,
0,
9,
9,
9,
0,
0,
0,
37,
9,
90,
0,
0,
0,
0,
35,
0,
35,
25,
35,
0,
0,
0,
0,
41,
34,
0,
0,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
83,
0,
0,
0,
0,
3,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
25,
10,
0,
0,
62,
10,
14,
66,
77,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
43,
43,
81,
0,
0,
0,
0,
5,
10,
10,
0,
0,
0,
0,
53,
0,
7,
0,
16,
16,
11,
17,
27,
0,
0,
5,
0,
67,
0,
0,
0,
0,
24,
10,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
3,
3,
0,
0,
0,
28,
11,
0,
0,
0,
0,
0,
28,
0,
0,
91,
91,
0,
0,
68,
11,
0,
0,
0,
0,
0,
0,
0,
47,
0,
0,
0,
0,
0,
0,
14,
0,
85,
0,
0,
7,
0,
24,
42,
0,
44,
0,
0,
0,
47,
0,
13,
0,
0,
0,
0,
88,
0,
0,
25,
0,
0,
0,
5,
0,
10,
10,
0,
0,
0,
0,
0,
0,
0,
0,
63,
0,
68,
0,
0,
0,
38,
38,
0,
0,
59,
59,
59,
0,
0,
0,
39,
0,
0,
0,
0,
1,
1,
0,
40,
0,
0,
0,
0,
0,
44,
48,
44,
15,
15,
44,
47,
0,
19,
1,
14,
14,
14,
14,
14,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
18,
0,
0,
0,
0,
36,
0,
0,
0,
0,
5,
0,
0,
1,
1,
0,
26,
1,
0,
0,
26,
0,
0,
50,
51,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
25,
0,
8,
0,
0,
0,
0,
0,
0,
0,
0,
44,
0,
24,
0,
60,
0,
1,
1,
1,
0,
0,
0,
3,
0,
3,
0,
48,
0,
0,
16,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
19,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
22,
0,
0,
0,
24,
0,
0,
0,
5,
0,
0,
0,
0,
0,
8,
0,
0,
0,
0,
0,
0,
0,
36,
0,
0,
0,
0,
30,
0,
0,
0,
0,
12,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
48,
0,
62,
0,
61,
0,
0,
0,
0,
7,
0,
0,
1,
1,
0,
37,
0,
37,
37,
13,
13,
13,
25,
0,
0,
0,
30,
0,
36,
2,
2,
0,
0,
37,
0,
4,
4,
0,
0,
37,
0,
0,
37,
0,
80,
0,
54,
54,
0,
63,
0,
0,
0,
0,
0,
0,
0,
36,
0,
0,
0,
0,
22,
20,
20,
20,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
62,
0,
0,
46,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
54,
0,
15,
0,
0,
0,
45,
0,
0,
0,
0,
0,
20,
0,
12,
0,
0,
16,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
9,
76,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
82,
0,
0,
0,
0,
0,
0,
0,
0,
0,
30,
0,
0,
0,
0,
0,
0,
46,
0,
0,
0,
0,
75,
0,
75,
75,
0,
9,
79,
11,
73,
17,
38,
49,
66,
25,
29,
49,
0,
49,
26,
0,
17,
79,
79,
79,
75,
0,
0,
11,
11,
75,
46,
11,
27,
11,
39,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
12,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
40,
49,
0,
0,
19,
0,
21,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
7,
0,
7,
0,
0,
0,
0,
0,
0,
0,
0,
32,
32,
32,
0,
0,
9,
55,
29,
74,
19,
74,
49,
74,
0,
0,
0,
74,
0,
55,
55,
28,
14,
29,
55,
28,
0,
0,
72,
72,
72,
72,
72,
28,
0,
0,
0,
0,
0,
0,
55,
74,
0,
39,
44,
0,
0,
0,
0,
55,
0,
52,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
38,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
5,
0,
0,
4,
0,
0,
0,
0,
0,
4,
78,
21,
0,
0,
0,
84,
34,
22,
88,
0,
34,
7,
0,
34,
0,
21,
51,
60,
54,
0,
45,
0,
0,
0,
69,
76,
7,
7,
0,
83,
80,
30,
21,
0,
0,
0,
0,
0,
6,
0,
20,
0,
3,
17,
0,
0,
0,
0,
0,
0,
0,
20,
30,
18,
9,
0,
0,
0,
0,
0,
0,
34,
0,
0,
0,
0,
0,
0,
0,
0,
0,
12,
12,
0,
2,
80,
0,
0,
0,
21,
0,
0,
0,
0,
0,
0,
0,
0,
9,
0,
5,
0,
8,
0,
0,
0,
41,
0,
0,
0,
0,
0,
19,
0,
0,
0,
0,
0,
0,
0,
19,
0,
0,
0,
0,
16,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
15,
29,
0,
0,
36,
0,
0,
0,
3,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
22,
34,
0,
16,
0,
0,
23,
1,
0,
0,
41,
0,
3,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
7,
45,
0,
41,
84,
0,
70,
15,
0,
0,
77,
73,
0,
81,
41,
0,
41,
1,
1,
1,
0,
0,
0,
0,
0,
26,
0,
44,
0,
0,
24,
0,
0,
1,
0,
0,
24,
0,
4,
0,
0,
0,
0,
1,
0,
0,
59,
68,
59,
0,
0,
0,
0,
0,
0,
0,
8,
0,
0,
0,
15,
15,
0,
84,
0,
0,
11,
0,
45,
11,
0,
0,
0,
0,
0,
0,
0,
0,
4,
0,
0,
3,
0,
0,
60,
0,
0,
0,
0,
21,
0,
18,
21,
0,
0,
0,
0,
0,
10,
10,
0,
7,
0,
0,
70,
0,
26,
10,
0,
6,
0,
11,
6,
0,
0,
0,
71,
0,
0,
0,
0,
30,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
29,
0,
0,
32,
0,
0,
0,
0,
0,
0,
0,
0,
28,
0,
0,
0,
0,
0,
0,
0,
0,
0,
31,
0,
0,
0,
0,
7,
0,
7,
12,
0,
4,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
25,
42,
34,
0,
0,
16,
0,
0,
0,
0,
22,
0,
33,
0,
0,
17,
0,
0,
0,
0,
0,
30,
30,
0,
0,
0,
0,
0,
0,
0,
68,
0,
0,
0,
0,
27,
27,
27,
40,
66,
0,
50,
21,
50,
40,
27,
50,
0,
0,
0,
40,
12,
27,
40,
0,
0,
0,
0,
0,
0,
0,
0,
12,
0,
0,
0,
9,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
56,
21,
54,
0,
0,
2,
0,
1,
43,
51,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
36,
41,
0,
1,
0,
0,
0,
7,
0,
0,
0,
28,
0,
0,
0,
0,
56,
0,
0,
0,
26,
0,
0,
0,
0,
0,
0,
0,
4,
4,
0,
46,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
15,
15,
7,
20,
0,
52,
10,
0,
52,
40,
82,
82,
27,
31,
67,
0,
0,
0,
0,
0,
4,
0,
4,
4,
0,
45,
0,
89,
47,
0,
0,
0,
4,
0,
4,
4,
0,
45,
0,
89,
47,
0,
0,
0,
0,
33,
1,
0,
0,
0,
0,
0,
0,
0,
22,
35,
0,
0,
0,
58,
0,
13,
0,
0,
0,
0,
0,
0,
0,
0,
0,
33,
0,
0,
0,
0,
0,
0,
45,
0,
0,
0,
0,
58,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
4,
0,
1,
0,
14,
20,
1,
63,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
2,
0,
0,
0,
0,
18,
0,
0,
0,
0,
0,
0,
0,
37,
0,
7,
0,
0,
70,
0,
58,
0,
25,
68,
69,
0,
0,
0,
1,
46,
0,
20,
64,
43,
1,
1,
0,
64,
0,
0,
7,
0,
0,
0,
33,
0,
0,
0,
0,
20,
0,
5,
0,
65,
39,
0,
10,
0,
0,
0,
0,
0,
0,
0,
0,
21,
0,
0,
65,
0,
0,
65,
65,
0,
0,
65,
0,
0,
0,
0,
0,
16,
29,
0,
0,
65,
0,
19,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
7,
39,
0,
0,
0,
39,
0,
10,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
2,
2,
0,
0,
0,
0,
73,
0,
0,
0,
0,
0,
0,
8,
0,
0,
0,
54,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
77,
0,
2,
0,
0,
2,
0,
0,
0,
31,
0,
5,
0,
0,
13,
0,
0,
1,
0,
81,
0,
1,
0,
1,
46,
1,
0,
0,
0,
48,
60,
71,
28,
0,
0,
0,
0,
0,
0,
0,
38,
0,
0,
0,
0,
0,
0,
13,
22,
0,
0,
0,
0,
0,
0,
1,
1,
0,
42,
17,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
40,
8,
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
1,
1,
1,
19,
78,
14,
1,
0,
1,
14,
0,
0,
0,
1,
0,
0,
61,
0,
0,
0,
0,
0,
0,
16,
0,
0,
19,
51,
1,
51,
0,
0,
0,
0,
1,
1,
0,
1,
0,
0,
23,
1,
0,
1,
1,
0,
1,
0,
11,
0,
23,
1,
0,
0,
69,
69,
23,
1,
23,
23,
0,
26,
0,
1,
2,
2,
23,
64,
1,
1,
0,
0,
0,
23,
0,
1,
33,
1,
1,
1,
1,
1,
23,
1,
0,
0,
0,
1,
0,
0,
1,
0,
23,
51,
1,
26,
0,
5,
23,
1,
1,
1,
0,
55,
0,
0,
0,
0,
0,
1,
22,
0,
0,
0,
1,
43,
1,
0,
0,
16,
0,
17,
0,
9,
77,
0,
47,
15,
0,
0,
0,
15,
0,
0,
83,
0,
66,
0,
0,
0,
0,
0,
0,
7,
0,
0,
0,
0,
0,
0,
61,
0,
3,
0,
0,
0,
0,
0,
53,
53,
1,
0,
0,
0,
1,
1,
17,
0,
1,
1,
14,
85,
1,
1,
53,
0,
53,
0,
67,
53,
30,
53,
29,
0,
0,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
4,
0,
0,
0,
11,
0,
0,
0,
0,
0,
13,
0,
0,
37,
0,
0,
46,
0,
0,
43,
0,
1,
0,
32,
0,
18,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
58,
0,
0,
0,
8,
0,
0,
16,
0,
29,
29,
0,
0,
2,
0,
0,
0,
0,
0,
70,
0,
0,
0,
0,
0,
0,
2,
0,
0,
0,
4,
0,
0,
0,
0,
28,
10,
0,
10,
0,
0,
67,
0,
5,
0,
0,
2,
0,
0,
2,
0,
2,
0,
28,
0,
0,
0,
0,
0,
0,
0,
0,
22,
0,
0,
0,
30,
0,
0,
31,
0,
0,
0,
2,
0,
0,
9,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
59,
0,
0,
0,
9,
0,
0,
0,
29,
0,
0,
0,
35,
0,
0,
0,
0,
0,
0,
31,
18,
0,
0,
0,
0,
0,
58,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
13,
0,
0,
0,
32,
0,
19,
0,
0,
0,
0,
0,
0,
34,
42,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
4,
12,
0,
0,
39,
52,
0,
26,
26,
0,
2,
0,
15,
0,
0,
0,
0,
13,
0,
6,
6,
0,
13,
0,
0,
0,
0,
0,
0,
0,
0,
73,
0,
0,
56,
0,
0,
0,
0,
85,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
82,
24,
0,
2,
60,
0,
0,
60,
0,
0,
0,
2,
0,
0,
0,
0,
26,
20,
71,
0,
0,
0,
36,
3,
0,
0,
24,
34,
87,
87,
0,
0,
0,
1,
0,
0,
0,
77,
57,
0,
0,
42,
21,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
1,
1,
0,
0,
1,
0,
1,
69,
86,
27,
5,
0,
0,
0,
0,
64,
1,
0,
3,
8,
43,
1,
32,
32,
0,
1,
5,
5,
0,
1,
50,
76,
5,
5,
0,
45,
0,
0,
1,
51,
43,
0,
16,
47,
0,
1,
0,
63,
63,
63,
3,
17,
0,
3,
0,
3,
46,
3,
3,
0,
3,
0,
3,
0,
1,
64,
0,
51,
81,
0,
1,
78,
78,
0,
0,
0,
0,
0,
3,
61,
0,
43,
41,
1,
0,
8,
0,
0,
0,
0,
0,
33,
68,
0,
0,
0,
18,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
52,
0,
0,
49,
0,
80,
57,
76,
90,
0,
4,
0,
0,
0,
0,
0,
0,
0,
0,
5,
0,
0,
0,
0,
0,
0,
66,
0,
0,
0,
0,
0,
0,
12,
0,
59,
39,
0,
0,
0,
0,
0,
0,
0,
0,
0,
3,
0,
0,
0,
0,
0,
0,
0,
1,
71,
0,
71,
0,
0,
73,
0,
0,
0,
0,
0,
37,
0,
18,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
52,
0,
61,
0,
60,
14,
49,
32,
64,
0,
33,
1,
0,
0,
0,
0,
8,
0,
0,
0,
54,
0,
0,
0,
0,
0,
0,
3,
18,
22,
25,
0,
66,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
17,
17,
0,
0,
22,
0,
0,
0,
0,
53,
0,
0,
52,
67,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
2,
0,
0,
0,
0,
0,
0,
47,
0,
0,
17,
0,
0,
8,
15,
17,
32,
21,
92,
0,
32,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
11,
14,
0,
0,
14,
0,
19,
0,
0,
0,
0,
24,
6,
0,
13,
0,
24,
13,
0,
8,
0,
0,
0,
0,
12,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
3,
0,
0,
0,
0,
18,
0,
0,
0,
0,
0,
18,
0,
0,
0,
0,
0,
33,
0,
0,
0,
0,
0,
57,
34,
0,
19,
57,
0,
0,
0,
86,
0,
0,
48,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
58,
0,
0,
48,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
5,
0,
31,
0,
0,
12,
27,
0,
0,
62,
0,
56,
4,
0,
23,
0,
0,
0,
0,
31,
25,
2,
0,
52,
0,
0,
0,
31,
12,
31,
0,
0,
0,
0,
0,
0,
0,
0,
6,
38,
0,
0,
6,
49,
6,
35,
92,
0,
6,
0,
6,
6,
6,
0,
0,
42,
0,
6,
6,
6,
6,
0,
70,
6,
27,
0,
0,
0,
0,
0,
0,
2,
0,
0,
0,
0,
0,
0,
0,
0,
0,
6,
0,
0,
2,
0,
0,
0,
0,
0,
31,
50,
0,
36,
0,
31,
50,
50,
58,
0,
0,
0,
0,
0,
0,
0,
0,
35,
35,
35,
35,
0,
0,
5,
76,
33,
0,
33,
0,
8,
0,
0,
0,
56,
0,
0,
0,
0,
1,
0,
0,
0,
0,
39,
0,
1,
0,
0,
1,
2,
0,
1,
0,
2,
0,
0,
25,
0,
0,
0,
0,
0,
0,
8,
42,
0,
0,
0,
18,
0,
0,
0,
0,
36,
38,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
17,
0,
0,
0,
1,
0,
0,
0,
0,
62,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
2,
0,
0,
0,
0,
0,
0,
0,
0,
26,
0,
48,
0,
0,
0,
0,
48,
0,
20,
0,
24,
20,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
38,
0,
38,
0,
0,
56,
0,
0,
1,
0,
0,
0,
0,
12,
0,
0,
0,
44,
0,
57,
57,
57,
0,
8,
62,
0,
0,
0,
0,
0,
0,
0,
0,
67,
0,
29,
25,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
24,
0,
0,
0,
0,
0,
0,
0,
30,
56,
28,
42,
0,
0,
22,
0,
12,
16,
0,
0,
0,
40,
36,
16,
0,
0
],
"topic_sizes": {
"0": 1926,
"11": 15,
"42": 9,
"69": 6,
"9": 16,
"1": 157,
"13": 15,
"61": 6,
"7": 19,
"18": 13,
"8": 16,
"41": 9,
"19": 13,
"15": 14,
"37": 10,
"90": 2,
"35": 10,
"25": 12,
"34": 10,
"83": 3,
"3": 23,
"10": 15,
"62": 6,
"14": 15,
"66": 6,
"77": 5,
"43": 9,
"81": 4,
"5": 19,
"53": 8,
"16": 14,
"17": 14,
"27": 11,
"67": 6,
"24": 12,
"28": 11,
"91": 2,
"68": 6,
"47": 8,
"85": 3,
"44": 8,
"88": 2,
"63": 6,
"38": 9,
"59": 7,
"39": 9,
"40": 9,
"48": 8,
"36": 10,
"26": 12,
"50": 8,
"51": 8,
"60": 7,
"22": 12,
"30": 11,
"12": 15,
"2": 27,
"4": 21,
"80": 4,
"54": 7,
"20": 13,
"46": 8,
"45": 8,
"76": 5,
"82": 4,
"75": 5,
"79": 4,
"73": 5,
"49": 8,
"29": 11,
"21": 12,
"32": 11,
"55": 7,
"74": 5,
"72": 5,
"52": 8,
"78": 4,
"84": 3,
"6": 19,
"23": 12,
"70": 5,
"71": 5,
"31": 11,
"33": 10,
"56": 7,
"89": 2,
"58": 7,
"64": 6,
"65": 6,
"87": 2,
"57": 7,
"86": 2,
"92": 2
},
"topic_mapper": [
[
0,
0,
199,
0
],
[
1,
1,
199,
0
],
[
2,
2,
199,
0
],
[
3,
3,
199,
0
],
[
4,
4,
199,
0
],
[
5,
5,
199,
0
],
[
6,
6,
199,
0
],
[
7,
7,
199,
0
],
[
8,
8,
8,
50
],
[
9,
9,
200,
1
],
[
10,
10,
10,
85
],
[
11,
11,
199,
0
],
[
12,
12,
12,
11
],
[
13,
13,
13,
24
],
[
14,
14,
14,
22
],
[
15,
15,
199,
0
],
[
16,
16,
16,
19
],
[
17,
17,
199,
0
],
[
18,
18,
18,
36
],
[
19,
19,
199,
0
],
[
20,
20,
199,
0
],
[
21,
21,
21,
64
],
[
22,
22,
22,
6
],
[
23,
23,
199,
0
],
[
24,
24,
199,
0
],
[
25,
25,
199,
0
],
[
26,
26,
199,
0
],
[
27,
27,
199,
0
],
[
28,
28,
199,
0
],
[
29,
29,
200,
1
],
[
30,
30,
199,
0
],
[
31,
31,
199,
0
],
[
32,
32,
199,
0
],
[
33,
33,
199,
0
],
[
34,
34,
200,
1
],
[
35,
35,
35,
9
],
[
36,
36,
36,
92
],
[
37,
37,
37,
39
],
[
38,
38,
199,
0
],
[
39,
39,
199,
0
],
[
40,
40,
199,
0
],
[
41,
41,
199,
0
],
[
42,
42,
199,
0
],
[
43,
43,
199,
0
],
[
44,
44,
199,
0
],
[
45,
45,
45,
4
],
[
46,
46,
199,
0
],
[
47,
47,
47,
29
],
[
48,
48,
48,
81
],
[
49,
49,
200,
1
],
[
50,
50,
50,
46
],
[
51,
51,
51,
16
],
[
52,
52,
199,
0
],
[
53,
53,
199,
0
],
[
54,
54,
200,
1
],
[
55,
55,
55,
57
],
[
56,
56,
56,
27
],
[
57,
57,
57,
41
],
[
58,
58,
199,
0
],
[
59,
59,
59,
59
],
[
60,
60,
60,
2
],
[
61,
61,
199,
0
],
[
62,
62,
62,
5
],
[
63,
63,
63,
8
],
[
64,
64,
199,
0
],
[
65,
65,
65,
10
],
[
66,
66,
199,
0
],
[
67,
67,
199,
0
],
[
68,
68,
199,
0
],
[
69,
69,
69,
67
],
[
70,
70,
70,
43
],
[
71,
71,
199,
0
],
[
72,
72,
199,
0
],
[
73,
73,
199,
0
],
[
74,
74,
74,
70
],
[
75,
75,
75,
48
],
[
76,
76,
76,
12
],
[
77,
77,
77,
28
],
[
78,
78,
78,
77
],
[
79,
79,
199,
0
],
[
80,
80,
200,
1
],
[
81,
81,
199,
0
],
[
82,
82,
82,
26
],
[
83,
83,
199,
0
],
[
84,
84,
84,
74
],
[
85,
85,
85,
45
],
[
86,
86,
86,
66
],
[
87,
87,
87,
89
],
[
88,
88,
199,
0
],
[
89,
89,
89,
18
],
[
90,
90,
90,
15
],
[
91,
91,
199,
0
],
[
92,
92,
199,
0
],
[
93,
93,
93,
80
],
[
94,
94,
94,
23
],
[
95,
95,
199,
0
],
[
96,
96,
96,
20
],
[
97,
97,
199,
0
],
[
98,
98,
199,
0
],
[
99,
99,
99,
3
],
[
100,
100,
100,
7
],
[
101,
101,
199,
0
],
[
102,
102,
102,
40
],
[
103,
103,
103,
76
],
[
104,
104,
104,
68
],
[
105,
105,
199,
0
],
[
106,
106,
199,
0
],
[
107,
107,
199,
0
],
[
108,
108,
199,
0
],
[
109,
109,
199,
0
],
[
110,
110,
199,
0
],
[
111,
111,
111,
21
],
[
112,
112,
199,
0
],
[
113,
113,
200,
1
],
[
114,
114,
199,
0
],
[
115,
115,
115,
61
],
[
116,
116,
199,
0
],
[
117,
117,
117,
42
],
[
118,
118,
199,
0
],
[
119,
119,
199,
0
],
[
120,
120,
120,
51
],
[
121,
121,
199,
0
],
[
122,
122,
122,
73
],
[
123,
123,
123,
91
],
[
124,
124,
124,
54
],
[
125,
125,
125,
37
],
[
126,
126,
199,
0
],
[
127,
127,
199,
0
],
[
128,
128,
199,
0
],
[
129,
129,
199,
0
],
[
130,
130,
199,
0
],
[
131,
131,
131,
34
],
[
132,
132,
132,
63
],
[
133,
133,
133,
52
],
[
134,
134,
134,
84
],
[
135,
135,
199,
0
],
[
136,
136,
199,
0
],
[
137,
137,
137,
32
],
[
138,
138,
138,
55
],
[
139,
139,
139,
75
],
[
140,
140,
199,
0
],
[
141,
141,
141,
60
],
[
142,
142,
199,
0
],
[
143,
143,
199,
0
],
[
144,
144,
144,
71
],
[
145,
145,
199,
0
],
[
146,
146,
199,
0
],
[
147,
147,
199,
0
],
[
148,
148,
148,
47
],
[
149,
149,
149,
53
],
[
150,
150,
150,
86
],
[
151,
151,
151,
25
],
[
152,
152,
199,
0
],
[
153,
153,
153,
87
],
[
154,
154,
199,
0
],
[
155,
155,
199,
0
],
[
156,
156,
199,
0
],
[
157,
157,
199,
0
],
[
158,
158,
158,
35
],
[
159,
159,
159,
49
],
[
160,
160,
160,
69
],
[
161,
161,
161,
17
],
[
162,
162,
199,
0
],
[
163,
163,
163,
44
],
[
164,
164,
199,
0
],
[
165,
165,
199,
0
],
[
166,
166,
199,
0
],
[
167,
167,
167,
30
],
[
168,
168,
199,
0
],
[
169,
169,
199,
0
],
[
170,
170,
170,
14
],
[
171,
171,
171,
33
],
[
172,
172,
172,
90
],
[
173,
173,
173,
82
],
[
174,
174,
174,
58
],
[
175,
175,
200,
1
],
[
176,
176,
176,
31
],
[
177,
177,
199,
0
],
[
178,
178,
199,
0
],
[
179,
179,
179,
83
],
[
180,
180,
199,
0
],
[
181,
181,
199,
0
],
[
182,
182,
199,
0
],
[
183,
183,
199,
0
],
[
184,
184,
184,
38
],
[
185,
185,
185,
88
],
[
186,
186,
199,
0
],
[
187,
187,
199,
0
],
[
188,
188,
199,
0
],
[
189,
189,
189,
72
],
[
190,
190,
190,
56
],
[
191,
191,
191,
13
],
[
192,
192,
199,
0
],
[
193,
193,
193,
62
],
[
194,
194,
199,
0
],
[
195,
195,
195,
79
],
[
196,
196,
199,
0
],
[
197,
197,
197,
65
],
[
198,
198,
198,
78
],
[
199,
199,
199,
0
]
],
"topic_labels": {
"0": "0_lecture_classes_lectures_classroom",
"1": "1_teacher_class works_teacher wish_lectures canvas",
"2": "2_professors struggling_possibly teaches poorly_professors struggling technology_quality professors nearly",
"3": "3_powerpoint lectures_powerpoint slides_providing slides_providing slides benefit",
"4": "4_notes canvas_publishes notes canvas_simply reads notes_notes canvas periodically",
"5": "5_paying class worth_paying class_tuition money wasted_class worth",
"6": "6_kind invention unwise_invention ideas_invention idea_invention",
"7": "7_student ta allowed_student ta_tas better communicating_passing ta",
"8": "8_frustrating students needed_exponentially frustrating students_issue disorganization_felt unorganized",
"9": "9_turing_ideas common programming_computer science_surprisingly applicable advanced",
"10": "10_samardzic asked question_rambles aggressive backhandedly_samardzic asked_samardzic needs",
"11": "11_students assumptions_students assumptions students_students required mutable_leading students understand",
"12": "12_voice low_speaking voice low_heard echoing difficultfor_muffling voice",
"13": "13_moodle canvas_uses moodle canvas_canvas moodle_canvas moodle canvas",
"14": "14_handed final draft_draft final project_supposedly submitted draft_written draft final",
"15": "15_responded discussion maybe_threads discussions_threads discussions trying_responded discussion",
"16": "16_assignments assignment involved_requirements assignments_work assignments_unnecessarily vague assignment",
"17": "17_programming problems unnecessary_programmer painfully wrong_instructions directly contradicted_programmer painfully",
"18": "18_recorded lectures posted_recorded lectures_lectures recorded_record lectures students",
"19": "19_submit canvas_canvas uploaded canvas_passed canvas submissions_canvas uploaded",
"20": "20_lab procedures lectures_instructors pre lab_procedures lectures experiments_lab report labs",
"21": "21_meet hour class_required available times_midterm exams withdrawal_turn wrote class",
"22": "22_emails convenient students_homework emailing_homework emailing lab_emails class difficult",
"23": "23_reasons instructors golgen_reasons instructors_material inconsistency teaching_instructors golgen george",
"24": "24_kind friendly_kindness demonstrating great_friendly person_friendly person general",
"25": "25_work correctly barely_strange tangents_impossible tell directions_strange tangents person",
"26": "26_upsetting essential workers_work overtime suffering_noncooperative unacceptable circumstances_concerns pushed",
"27": "27_conversations class laugh_audio exam started_conversations class_daily conversations class",
"28": "28_textbook provided solving_problem book intended_problem book_write new problems",
"29": "29_grade received unclear_lowest grade received_grades released extremely_questions received grades",
"30": "30_appreciate average exams_students life easier_exam format slightly_students gain partial",
"31": "31_webex meetings caused_webex meetings_talking webex fiddling_simultaneous webex meetings",
"32": "32_office hours class_office hours originally_office hours_originally office hours",
"33": "33_students group assignments_groupwork needs_groupwork needs quicker_feedback groupwork",
"34": "34_inbox homework_track emails_inbox homework project_inbox senders",
"35": "35_pages hw came_textbook chapters total_time emailed textbook_papers assigned",
"36": "36_canvas webex_canvas webex technologically_canvas webex understand_webex canvas",
"37": "37_thank rutkowski sharing_sharing knowledge voronov_thank rutkowski_rutkowski sharing knowledge",
"38": "38_project design_implementing project projects_project design analyze_implementing project",
"39": "39_faculty experiencing difficult_semester difficult considerate_student faculty experiencing_faculty experiencing",
"40": "40_ended webex said_waited leave webex_message host ended_ended webex",
"41": "41_courses failed_seen courses failed_courses_seen courses",
"42": "42_utilize canvas_improvement utilize canvas_canvas easier_easier canvas",
"43": "43_concerns laid email_canvas asking rarely_asking rarely responds_address concerns laid",
"44": "44_lectures discussion forums_encourages participation chat_discussion forums offer_participate discussions",
"45": "45_lowest grades courses_grades courses_taking taking courses_taking courses",
"46": "46_language barrier hard_language barrier difficult_language barrier_incomprehensible language barrier",
"47": "47_slightly small complaint_slightly_improvement leaps bounds_improvement",
"48": "48_beneficial future learned_lessons class beneficial_posts childhood learned_taught encountered",
"49": "49_treat responded saying_told exceptions whatsoever_told exceptions_retested code print",
"50": "50_chat help_created group chat_writing chat_group chat help",
"51": "51_unanswered emailed exam_exam cancelled_exam cancelled postponed_emailed exam time",
"52": "52_tenure hassle amazing_reminded tenure hassle_comments reminded tenure_tenure hassle",
"53": "53_wife student_allowed teach university_wife student fadi_person allowed teach",
"54": "54_midterms dang hard_salvageable midterm_midterms dang_salvageable midterm grade",
"55": "55_itani provide feedback_itani assigned homework_itani homework lecture_exam grade itani",
"56": "56_answer choice canvas_quiz canvas quizzes_canvas quiz right_open quiz canvas",
"57": "57_responses students posts_students post reply_students posts shown_students posts",
"58": "58_online classes pandemic_learn effectively pandemic_classes pandemic_classes pandemic utterly",
"59": "59_asked prepare presentation_presentation assignment day_presentation said asked_class asked presentation",
"60": "60_understanding academic accommodations_issues caused accommodations_accommodations issue regarding_academic accommodations",
"61": "61_files uploaded files_uploaded files_files uploaded_instead uploads folders",
"62": "62_everything way organized_organized everything_extremely disorganized_entirely unorganized",
"63": "63_grader deduct points_curve single grade_grading little strange_rounding harsh grader",
"64": "64_work respondus canvas_using canvas_trouble using canvas_canvas fails",
"65": "65_mrzeugin understand responsibilities_mrzeugin assignment timely_mrzeugin assignment_mrzeugins attitude",
"66": "66_issue matlab grader_matlab grader told_answer instructions_answer instructions provided",
"67": "67_ashamed think joking_joke wrong assume_think joking_ashamed think",
"68": "68_compared told right_case compared told_case compared_compared",
"69": "69_tolerated unmet effort_explain situation tolerated_situation tolerated unmet_explain situation",
"70": "70_feel cheated experience_cheated experience happen_cheated experience_truly feel cheated",
"71": "71_online bad_online bad okay_ugly online bad_online bad ugly",
"72": "72_condition codes_condition codes intended_condition codes set_logical assembly instructions",
"73": "73_coherent jumping topic_understand material better_sentence fragments needless_written incredibly hard",
"74": "74_point deduction attempted_resulted point deductions_point deductions_point deduction admittedly",
"75": "75_instruction bassel arafeh_variables arafeh_bassel arafeh described_arafeh",
"76": "76_everything learned_everything learned complete_books idiot everything_idiot everything learned",
"77": "77_moodle page needs_moodle page extremely_moodle page_extremely unorganized moodle",
"78": "78_diagnosed post traumatic_traumatic stress illness_post traumatic stress_chronic illnesses passed",
"79": "79_errors instructions lexical_checking syntax_lexical analyzer instructions_instructions lexical analyzer",
"80": "80_thank excellent semester_excellent semester slaughter_excellent semester_thank great having",
"81": "81_continue conversation gave_continue conversation_want continue conversation_conversation gave direction",
"82": "82_students quite told_answering online students_classmates speak_publicly encourage classmates",
"83": "83_finding needed everything_search items needed_needed everything organized_search items",
"84": "84_irrational choices ethics_ethics interesting_ethics interesting justified_justified ordinary scenario",
"85": "85_teaching methods difficult_good teaching_good teaching methods_teaching methods",
"86": "86_trust authority government_government question everything_trust authority_government",
"87": "87_hate phone calls_phone calls emails_calls emails_calls emails person",
"88": "88_choosing answer channel_answer channel_answer channel choosing_cut social network",
"89": "89_attend_attend attend__",
"90": "90_hope enjoy holiday_enjoy holiday_enjoy holiday season_great summer break",
"91": "91_distributions developed students_calculus understanding distributions_understanding distributions_understanding distributions discussion",
"92": "92_conveyed late week_week prior email_conveyed late_information conveyed late"
},
"custom_labels": null,
"_outliers": 0,
"topic_aspects": {}
}