{ "topic_representations": { "-1": [ [ "94", 1.8745690808267652 ], [ "87", 1.6875316776756555 ], [ "object", 0.3666123751266575 ], [ "dtype", 0.3666123751266575 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ] ], "0": [ [ "videos", 0.21453331864403874 ], [ "learning", 0.21453331864403874 ], [ "class", 0.2136446415382597 ], [ "concepts", 0.21233027106679497 ], [ "assignments", 0.2114891084915896 ], [ "lecture", 0.2092239893937478 ], [ "think", 0.209009696531394 ], [ "understand", 0.20836509881441817 ], [ "students", 0.20828530949153848 ], [ "professor", 0.2079361741477464 ] ], "1": [ [ "demonstrations", 0.36402132021977435 ], [ "90", 0.36402132021977435 ], [ "32", 0.36402132021977435 ], [ "33", 0.36402132021977435 ], [ "discussion", 0.3270594355344591 ], [ "assistance", 0.3270594355344591 ], [ "56", 0.3270594355344591 ], [ "52", 0.3270594355344591 ], [ "46", 0.3270594355344591 ], [ "100", 0.3270594355344591 ] ], "2": [ [ "71", 0.9203951473191904 ], [ "78", 0.9203951473191904 ], [ "74", 0.9203951473191904 ], [ "73", 0.9203951473191904 ], [ "70", 0.9203951473191904 ], [ "75", 0.6765177179132292 ], [ "ics", 0.6765177179132292 ], [ "failed", 0.6765177179132292 ], [ "prep", 0.6765177179132292 ], [ "uci", 0.5847351279579697 ] ], "3": [ [ "92", 0.9941403816414293 ], [ "25", 0.9941403816414293 ], [ "66", 0.9941403816414293 ], [ "24", 0.8931976617890283 ], [ "23", 0.8931976617890283 ], [ "102", 0.7307226512790453 ], [ "21", 0.6315861235909903 ], [ "96", 0.5739672169529565 ], [ "object", 0.3666123751266575 ], [ "dtype", 0.3666123751266575 ] ], "4": [ [ "48", 1.0627807721311198 ], [ "45", 1.0627807721311198 ], [ "53", 0.9548684654520372 ], [ "43", 0.8677568667207879 ], [ "40", 0.7811753730975083 ], [ "41", 0.6751939670623281 ], [ "42", 0.6751939670623281 ], [ "91", 0.6751939670623281 ], [ "object", 0.3666123751266575 ], [ "dtype", 0.3666123751266575 ] ], "5": [ [ "104", 1.2574991679743834 ], [ "10", 1.1684963817085632 ], [ "object", 0.4016037354348324 ], [ "dtype", 0.4016037354348324 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ] ], "6": [ [ "61", 1.1989784126710337 ], [ "60", 1.1989784126710337 ], [ "54", 1.1989784126710337 ], [ "58", 0.9789617745520511 ], [ "dtype", 0.3666123751266575 ], [ "object", 0.3666123751266575 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ] ], "7": [ [ "83", 1.1323155505624842 ], [ "103", 1.1323155505624842 ], [ "28", 1.0173428429693911 ], [ "27", 0.924531775565564 ], [ "hour", 0.8322854965667652 ], [ "41", 0.7193700230552574 ], [ "openlab", 0.7193700230552574 ], [ "ta", 0.7193700230552574 ], [ "office", 0.5718057223956365 ], [ "dtype", 0.3462288303087729 ] ], "8": [ [ "15", 1.405926810620074 ], [ "16", 1.405926810620074 ], [ "30", 1.2631722471819806 ], [ "dtype", 0.3666123751266575 ], [ "object", 0.3666123751266575 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ] ], "9": [ [ "68", 1.405926810620074 ], [ "85", 1.405926810620074 ], [ "84", 1.147934433905913 ], [ "dtype", 0.3666123751266575 ], [ "object", 0.3666123751266575 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ] ], "10": [ [ "26", 1.5029989817771792 ], [ "31", 1.5029989817771792 ], [ "64", 1.1047488072263587 ], [ "dtype", 0.3666123751266575 ], [ "object", 0.3666123751266575 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ] ], "11": [ [ "62", 1.2574991679743834 ], [ "19", 1.2574991679743834 ], [ "chance", 0.9242991663674937 ], [ "ben", 0.9242991663674937 ], [ "miss", 0.9242991663674937 ], [ "debug", 0.9242991663674937 ], [ "set", 0.7989002756416534 ], [ "won", 0.7989002756416534 ], [ "mandatory", 0.7260174831357407 ], [ "open", 0.6028582694528813 ] ], "12": [ [ "77", 1.7783723780222558 ], [ "dtype", 0.4016037354348324 ], [ "object", 0.4016037354348324 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ] ], "13": [ [ "59", 1.6234244451448234 ], [ "49", 1.6234244451448234 ], [ "object", 0.3666123751266575 ], [ "dtype", 0.3666123751266575 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ] ], "14": [ [ "57", 1.6234244451448234 ], [ "47", 1.6234244451448234 ], [ "object", 0.3666123751266575 ], [ "dtype", 0.3666123751266575 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ] ], "15": [ [ "69", 1.7783723780222558 ], [ "99", 1.4520349662714813 ], [ "object", 0.3666123751266575 ], [ "dtype", 0.3666123751266575 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ] ], "16": [ [ "82", 2.062751641893759 ], [ "84", 1.3255205088552389 ], [ "object", 0.3666123751266575 ], [ "dtype", 0.3666123751266575 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ] ] }, "topics": [ 0, 0, 0, 5, 0, 5, 0, 12, 0, 0, 5, 0, 8, 0, 8, 0, 11, 0, 3, 0, 3, 0, 0, 3, 0, 10, 0, 7, 0, 7, 0, 8, 0, 10, 1, 1, 1, 1, 0, 0, 4, 0, 0, 4, 0, 14, 0, 0, 4, 0, 13, 1, 0, 4, 0, 6, 1, 0, 14, 1, 0, 0, 13, 0, 0, 0, 6, 0, 0, 0, 0, 6, 0, 11, 0, 0, 3, 0, 9, 0, 15, 0, 0, 2, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 2, 0, 2, 0, 12, 0, 2, 0, 16, 0, 0, 0, 0, 0, 7, 0, 9, 0, 9, 1, 1, 0, 3, 0, 0, 0, 1, 1, 1, 1, 1, 0, 3, 0, 0, 7, 0, 5, 0, 0, 0, 5, 0, 0, 0, 5, 0, 12, 1, 0, 0, 5, 1, 0, 0, 0, 0, 8, 0, 8, 0, 11, 1, 1, 0, 3, 0, 3, 0, 3, 0, 10, 0, 7, 0, 10, 1, 1, 0, 7, 1, 0, 4, 1, 0, 14, 0, 4, 0, 13, 0, 6, 1, 0, 14, 0, 0, 6, 0, 0, 13, 0, 0, 6, 0, 0, 0, 0, 0, 6, 0, 11, 0, 3, 0, 0, 9, 0, 15, 0, 0, 2, 2, 0, 0, 0, 0, 0, 0, 0, 2, 0, 2, 0, 12, 0, 2, 0, 7, 0, 9, 0, 0, 9, 1, 0, 3, 0, -1, 1, 0, 15, 1, 0, 7, 0, 0, 5, 0, 5, 0, 5, 0, 0, 12, 1, 0, 0, 0, 0, 5, 1, 0, 0, 8, 0, 8, 0, 11, 0, 0, 0, 3, 1, 0, 3, 0, 0, 0, 0, 10, 1, 0, 7, 0, 0, 8, 0, 10, 1, 1, 1, 0, 4, 0, 0, 0, 4, 0, 4, 0, 4, 0, 0, 4, 1, 0, 0, 14, 0, 4, 0, 0, 13, 1, 0, 4, 0, 0, 0, 0, 0, 6, 0, 14, 0, 6, 0, 13, 0, 0, 0, 6, 0, 0, 0, 0, 0, 0, 6, 11, 1, 0, 10, 1, 0, 3, 0, 9, 0, 15, 0, 0, 0, 2, 0, 0, 2, 0, 0, 2, 0, 0, 2, 0, 2, 0, 0, 12, 0, 0, 2, 1, 0, 0, 0, 0, 16, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 16, 0, 0, 9, 0, -1, 1, 0, 0, 4, 0, 3, 0, 0, -1, 0, 0, 3, 0, 15, 0, 7, 0, 0, 5 ], "topic_sizes": { "0": 245, "5": 12, "12": 6, "8": 8, "11": 6, "3": 16, "10": 7, "7": 11, "1": 39, "4": 14, "14": 6, "13": 6, "6": 11, "9": 8, "15": 5, "2": 16, "16": 3, "-1": 3 }, "topic_mapper": [ [ -1, -1, -1 ], [ 0, 0, 0 ], [ 1, 1, 5 ], [ 2, 2, 2 ], [ 3, 3, 12 ], [ 4, 4, 15 ], [ 5, 5, 9 ], [ 6, 6, 16 ], [ 7, 7, 7 ], [ 8, 8, 3 ], [ 9, 9, 1 ], [ 10, 10, 8 ], [ 11, 11, 10 ], [ 12, 12, 14 ], [ 13, 13, 11 ], [ 14, 14, 4 ], [ 15, 15, 13 ], [ 16, 16, 6 ] ], "topic_labels": { "-1": "-1_94_87_object_dtype", "0": "0_videos_learning_class_concepts", "1": "1_demonstrations_90_32_33", "2": "2_71_78_74_73", "3": "3_92_25_66_24", "4": "4_48_45_53_43", "5": "5_104_10_object_dtype", "6": "6_61_60_54_58", "7": "7_83_103_28_27", "8": "8_15_16_30_dtype", "9": "9_68_85_84_dtype", "10": "10_26_31_64_dtype", "11": "11_62_19_chance_ben", "12": "12_77_dtype_object_", "13": "13_59_49_object_dtype", "14": "14_57_47_object_dtype", "15": "15_69_99_object_dtype", "16": "16_82_84_object_dtype" }, "custom_labels": null, "_outliers": 1, "topic_aspects": { "KeyBERT": { "-1": [ [ "dtype", 0.9132404327392578 ], [ "object", 0.9051396250724792 ], [ "94", 0.8736979961395264 ], [ "87", 0.8513497710227966 ], [ "", 0.8396258354187012 ], [ "", 0.8396258354187012 ], [ "", 0.8396258354187012 ], [ "", 0.8396258354187012 ], [ "", 0.8396258354187012 ], [ "", 0.8396258354187012 ] ], "0": [ [ "taught", 0.8581468462944031 ], [ "learned", 0.8502361178398132 ], [ "videos", 0.8497951626777649 ], [ "learning", 0.8487644791603088 ], [ "content", 0.8472166061401367 ], [ "homeworks", 0.8470794558525085 ], [ "lecture", 0.8447226285934448 ], [ "lectures", 0.8437162041664124 ], [ "learn", 0.8435048460960388 ], [ "concepts", 0.8429421186447144 ] ], "1": [ [ "teaching", 0.8569818139076233 ], [ "syllabus", 0.8552228212356567 ], [ "grading", 0.8530178666114807 ], [ "coding", 0.8507295846939087 ], [ "teach", 0.8464019894599915 ], [ "learners", 0.8459070920944214 ], [ "classes", 0.8452457189559937 ], [ "sections", 0.8438295722007751 ], [ "materials", 0.8431096076965332 ], [ "project", 0.8417450189590454 ] ], "2": [ [ "dtype", 0.9157308340072632 ], [ "object", 0.9028992652893066 ], [ "73", 0.8827881813049316 ], [ "70", 0.873388409614563 ], [ "75", 0.8685863614082336 ], [ "74", 0.8652894496917725 ], [ "78", 0.8627583384513855 ], [ "", 0.8575974106788635 ], [ "", 0.8575974106788635 ], [ "", 0.8575974106788635 ] ], "3": [ [ "dtype", 0.9187490344047546 ], [ "object", 0.8995227813720703 ], [ "92", 0.8812461495399475 ], [ "102", 0.8729173541069031 ], [ "25", 0.8704394102096558 ], [ "24", 0.8537014126777649 ], [ "96", 0.8516086935997009 ], [ "23", 0.8449840545654297 ], [ "21", 0.8445361852645874 ], [ "", 0.8368488550186157 ] ], "4": [ [ "dtype", 0.9175808429718018 ], [ "object", 0.9094690084457397 ], [ "48", 0.8855776786804199 ], [ "42", 0.8748047947883606 ], [ "40", 0.8706534504890442 ], [ "45", 0.8681718111038208 ], [ "43", 0.8584311008453369 ], [ "53", 0.8477991223335266 ], [ "41", 0.8437411785125732 ], [ "", 0.8322176933288574 ] ], "5": [ [ "dtype", 0.9158187508583069 ], [ "object", 0.90355384349823 ], [ "104", 0.8974380493164062 ], [ "10", 0.8763135671615601 ], [ "", 0.8267095685005188 ], [ "", 0.8267095685005188 ], [ "", 0.8267095685005188 ], [ "", 0.8267095685005188 ], [ "", 0.8267095685005188 ], [ "", 0.8267095685005188 ] ], "6": [ [ "dtype", 0.9126656651496887 ], [ "object", 0.9067233800888062 ], [ "60", 0.8792404532432556 ], [ "54", 0.8736461400985718 ], [ "61", 0.8673886656761169 ], [ "58", 0.8518506288528442 ], [ "", 0.8347771167755127 ], [ "", 0.8347771167755127 ], [ "", 0.8347771167755127 ], [ "", 0.8347771167755127 ] ], "7": [ [ "dtype", 0.9180738925933838 ], [ "object", 0.9040448665618896 ], [ "83", 0.8875319361686707 ], [ "103", 0.8763342499732971 ], [ "openlab", 0.8713110685348511 ], [ "28", 0.8693621754646301 ], [ "office", 0.8667287230491638 ], [ "hour", 0.858063817024231 ], [ "41", 0.8496189713478088 ], [ "", 0.8472042083740234 ] ], "8": [ [ "dtype", 0.9082142114639282 ], [ "object", 0.904339611530304 ], [ "16", 0.8767659068107605 ], [ "15", 0.865852415561676 ], [ "30", 0.8474687337875366 ], [ "", 0.8315072059631348 ], [ "", 0.8315072059631348 ], [ "", 0.8315072059631348 ], [ "", 0.8315072059631348 ], [ "", 0.8315072059631348 ] ], "9": [ [ "dtype", 0.9078251719474792 ], [ "object", 0.9061388969421387 ], [ "68", 0.8685643076896667 ], [ "85", 0.8678862452507019 ], [ "84", 0.8600789904594421 ], [ "", 0.8305988907814026 ], [ "", 0.8305988907814026 ], [ "", 0.8305988907814026 ], [ "", 0.8305988907814026 ], [ "", 0.8305988907814026 ] ], "10": [ [ "dtype", 0.9211044311523438 ], [ "object", 0.9036644101142883 ], [ "31", 0.8924427628517151 ], [ "26", 0.8710394501686096 ], [ "64", 0.8681532144546509 ], [ "", 0.8292077779769897 ], [ "", 0.8292077779769897 ], [ "", 0.8292077779769897 ], [ "", 0.8292077779769897 ], [ "", 0.8292077779769897 ] ], "11": [ [ "dtype", 0.9128048419952393 ], [ "object", 0.9050905108451843 ], [ "62", 0.8837791085243225 ], [ "19", 0.8729295134544373 ], [ "code", 0.8626366853713989 ], [ "debug", 0.8587919473648071 ], [ "", 0.8432834148406982 ], [ "", 0.8432834148406982 ], [ "", 0.8432834148406982 ], [ "", 0.8432834148406982 ] ], "12": [ [ "dtype", 0.9101809859275818 ], [ "object", 0.9046565890312195 ], [ "77", 0.875315248966217 ], [ "", 0.8237241506576538 ], [ "", 0.8237241506576538 ], [ "", 0.8237241506576538 ], [ "", 0.8237241506576538 ], [ "", 0.8237241506576538 ], [ "", 0.8237241506576538 ], [ "", 0.8237241506576538 ] ], "13": [ [ "dtype", 0.9156684279441833 ], [ "object", 0.9102575182914734 ], [ "59", 0.8844731450080872 ], [ "49", 0.8666700720787048 ], [ "", 0.8249952793121338 ], [ "", 0.8249952793121338 ], [ "", 0.8249952793121338 ], [ "", 0.8249952793121338 ], [ "", 0.8249952793121338 ], [ "", 0.8249952793121338 ] ], "14": [ [ "dtype", 0.9071541428565979 ], [ "object", 0.9034397602081299 ], [ "57", 0.8883433938026428 ], [ "47", 0.8800514936447144 ], [ "", 0.82164466381073 ], [ "", 0.82164466381073 ], [ "", 0.82164466381073 ], [ "", 0.82164466381073 ], [ "", 0.82164466381073 ], [ "", 0.82164466381073 ] ], "15": [ [ "dtype", 0.9116052389144897 ], [ "object", 0.9071369767189026 ], [ "69", 0.8836567997932434 ], [ "99", 0.8770079016685486 ], [ "", 0.8283356428146362 ], [ "", 0.8283356428146362 ], [ "", 0.8283356428146362 ], [ "", 0.8283356428146362 ], [ "", 0.8283356428146362 ], [ "", 0.8283356428146362 ] ], "16": [ [ "dtype", 0.9117228984832764 ], [ "object", 0.902815043926239 ], [ "82", 0.8802897334098816 ], [ "84", 0.8695551753044128 ], [ "", 0.8321225643157959 ], [ "", 0.8321225643157959 ], [ "", 0.8321225643157959 ], [ "", 0.8321225643157959 ], [ "", 0.8321225643157959 ], [ "", 0.8321225643157959 ] ] }, "Llama2": { "-1": [ [ "Object Dtype Distribution", 1 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ] ], "0": [ [ "Active Learning with Visual Aids", 1 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ] ], "1": [ [ "Teaching and Learning Strategies", 1 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ] ], "2": [ [ "UCI ICS Prep and Live Q&A Experience", 1 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ] ], "3": [ [ "Object Diversity and Scales", 1 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ] ], "4": [ [ "Object Dtype Distribution", 1 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ] ], "5": [ [ "Object Dtype Label", 1 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ] ], "6": [ [ "Object Diversity", 1 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ] ], "7": [ [ "Student Evaluation of Instructor and Course", 1 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ] ], "8": [ [ "Object-based Data Analysis", 1 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ] ], "9": [ [ "Object Diversity", 1 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ] ], "10": [ [ "Object Dtype Distribution", 1 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ] ], "11": [ [ "Open Lab Requirements", 1 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ] ], "12": [ [ "Object Dtype Variables", 1 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ] ], "13": [ [ "Object Density and Types", 1 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ] ], "14": [ [ "Object Dtype Distribution", 1 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ] ], "15": [ [ "Object Dtype Distribution", 1 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ] ], "16": [ [ "Object Dtype Distribution", 1 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ], [ "", 0 ] ] }, "MMR": { "-1": [ [ "94", 1.8745690808267652 ], [ "87", 1.6875316776756555 ], [ "object", 0.3666123751266575 ], [ "dtype", 0.3666123751266575 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ] ], "0": [ [ "videos", 0.21453331864403874 ], [ "learning", 0.21453331864403874 ], [ "class", 0.2136446415382597 ], [ "concepts", 0.21233027106679497 ], [ "assignments", 0.2114891084915896 ], [ "lecture", 0.2092239893937478 ], [ "think", 0.209009696531394 ], [ "understand", 0.20836509881441817 ], [ "students", 0.20828530949153848 ], [ "professor", 0.2079361741477464 ] ], "1": [ [ "demonstrations", 0.36402132021977435 ], [ "90", 0.36402132021977435 ], [ "32", 0.36402132021977435 ], [ "33", 0.36402132021977435 ], [ "discussion", 0.3270594355344591 ], [ "assistance", 0.3270594355344591 ], [ "56", 0.3270594355344591 ], [ "52", 0.3270594355344591 ], [ "46", 0.3270594355344591 ], [ "100", 0.3270594355344591 ] ], "2": [ [ "71", 0.9203951473191904 ], [ "78", 0.9203951473191904 ], [ "74", 0.9203951473191904 ], [ "73", 0.9203951473191904 ], [ "70", 0.9203951473191904 ], [ "75", 0.6765177179132292 ], [ "ics", 0.6765177179132292 ], [ "failed", 0.6765177179132292 ], [ "prep", 0.6765177179132292 ], [ "uci", 0.5847351279579697 ] ], "3": [ [ "92", 0.9941403816414293 ], [ "25", 0.9941403816414293 ], [ "66", 0.9941403816414293 ], [ "24", 0.8931976617890283 ], [ "23", 0.8931976617890283 ], [ "102", 0.7307226512790453 ], [ "21", 0.6315861235909903 ], [ "96", 0.5739672169529565 ], [ "object", 0.3666123751266575 ], [ "dtype", 0.3666123751266575 ] ], "4": [ [ "48", 1.0627807721311198 ], [ "45", 1.0627807721311198 ], [ "53", 0.9548684654520372 ], [ "43", 0.8677568667207879 ], [ "40", 0.7811753730975083 ], [ "41", 0.6751939670623281 ], [ "42", 0.6751939670623281 ], [ "91", 0.6751939670623281 ], [ "object", 0.3666123751266575 ], [ "dtype", 0.3666123751266575 ] ], "5": [ [ "104", 1.2574991679743834 ], [ "10", 1.1684963817085632 ], [ "object", 0.4016037354348324 ], [ "dtype", 0.4016037354348324 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ] ], "6": [ [ "61", 1.1989784126710337 ], [ "60", 1.1989784126710337 ], [ "54", 1.1989784126710337 ], [ "58", 0.9789617745520511 ], [ "dtype", 0.3666123751266575 ], [ "object", 0.3666123751266575 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ] ], "7": [ [ "83", 1.1323155505624842 ], [ "103", 1.1323155505624842 ], [ "28", 1.0173428429693911 ], [ "27", 0.924531775565564 ], [ "hour", 0.8322854965667652 ], [ "41", 0.7193700230552574 ], [ "openlab", 0.7193700230552574 ], [ "ta", 0.7193700230552574 ], [ "office", 0.5718057223956365 ], [ "dtype", 0.3462288303087729 ] ], "8": [ [ "15", 1.405926810620074 ], [ "16", 1.405926810620074 ], [ "30", 1.2631722471819806 ], [ "dtype", 0.3666123751266575 ], [ "object", 0.3666123751266575 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ] ], "9": [ [ "68", 1.405926810620074 ], [ "85", 1.405926810620074 ], [ "84", 1.147934433905913 ], [ "dtype", 0.3666123751266575 ], [ "object", 0.3666123751266575 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ] ], "10": [ [ "26", 1.5029989817771792 ], [ "31", 1.5029989817771792 ], [ "64", 1.1047488072263587 ], [ "dtype", 0.3666123751266575 ], [ "object", 0.3666123751266575 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ] ], "11": [ [ "62", 1.2574991679743834 ], [ "19", 1.2574991679743834 ], [ "chance", 0.9242991663674937 ], [ "ben", 0.9242991663674937 ], [ "miss", 0.9242991663674937 ], [ "debug", 0.9242991663674937 ], [ "set", 0.7989002756416534 ], [ "won", 0.7989002756416534 ], [ "mandatory", 0.7260174831357407 ], [ "open", 0.6028582694528813 ] ], "12": [ [ "77", 1.7783723780222558 ], [ "dtype", 0.4016037354348324 ], [ "object", 0.4016037354348324 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ] ], "13": [ [ "59", 1.6234244451448234 ], [ "49", 1.6234244451448234 ], [ "object", 0.3666123751266575 ], [ "dtype", 0.3666123751266575 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ] ], "14": [ [ "57", 1.6234244451448234 ], [ "47", 1.6234244451448234 ], [ "object", 0.3666123751266575 ], [ "dtype", 0.3666123751266575 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ] ], "15": [ [ "69", 1.7783723780222558 ], [ "99", 1.4520349662714813 ], [ "object", 0.3666123751266575 ], [ "dtype", 0.3666123751266575 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ] ], "16": [ [ "82", 2.062751641893759 ], [ "84", 1.3255205088552389 ], [ "object", 0.3666123751266575 ], [ "dtype", 0.3666123751266575 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ], [ "", 1e-05 ] ] } } }