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Fine-tuned Topic Model for instructor_comments column, last commit on 2025-01-14 00:32:32
cdf1106 verified
{
"topic_representations": {
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[
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"77": "77_manner offered lots resources_lectures engaging understand_lectures engaging understand simple_lectures persoanlity",
"78": "78_grading professors accept late_submission deadlines students_submission deadlines students working_grading grades assignment timely",
"79": "79_possesses level expertise knowledgable_possesses level expertise_knows stuff clearly communicate_knows stuff clearly",
"80": "80_masters program heard_lessons help career work_masters program heard working_paying degree enjoy",
"81": "81_think syllabus updated accordingly_syllabus updated_think syllabus updated_syllabus updated accordingly",
"82": "82_kind patient helpful comments_lots experience responsive amazing_feedback helpful insightful_quick helpful feedback helpful",
"83": "83_hard communicate_hard communicate clear_means writes paying attention_hard communicate clear confusion",
"84": "84_marketing strategies presentation prepared_mba courses groupwork required_practicality student_practicality student thinking",
"85": "85_getting emails promptly asynchronous_online classes difficult_online classes difficult prioritize_getting emails promptly",
"86": "86_quality teacher_professors daher teach courses_quality teacher think_professors bader",
"87": "87_helpful examples provided guideline_helpful examples provided_real world examples law_picked usually climate analysis",
"88": "88_grades correctly nonresponsive_grades disappeared weeks_randomly finicky grades_poor grades disappeared weeks",
"89": "89_making discord extremely helpful_participation live sessions provide_meetings helpful let_participation live sessions",
"90": "90_week dates syllabus_wednesday terribly inconvenient classes_week dates syllabus listed_order weeks breaks semester",
"91": "91_proctoring software protectu_proctoring software protectu unnervingly_online studentcom proctoru_proctoring software",
"92": "92_milestone submissions hoping feedback_feedback discussion_needs improvement feedback discussion_looking improve discussions",
"93": "93_new technologies outweigh effects_new technologies_post quantum cryptography_predicted changes future",
"94": "94_having group project_having group project individual_team projects lack_group projects",
"95": "95_good experience bit challenging_enjoyed genuinely great experience_disappointing satisfactory good felt_satisfactory good felt aggressive",
"96": "96_higher grade felt unmotivated_time wasted students trying_issue encountered baffled students_inadequate instruction",
"97": "97_prompt professional email responses_send email asking help_professional email responses_professional email responses respond",
"98": "98_great love sense humor_abigail_future abigail_future abigail question",
"99": "99_maybe group assignment_prefer individual assignments group_individual assignments group project_individual assignments group",
"100": "100_wrong ethical analysis assignment_lack explanation feedback_initial assignments credit replies_scolded answering question instead",
"101": "101_mention personal attack intellect_mention personal attack_provides responses_opinions bad rambles response",
"102": "102_useful class_good structure class extremely_interesting class class structure_interesting class class",
"103": "103_points deducted discussion_miscommunication assignment points_miscommunication assignment points deducted_points rude demeaning emails",
"104": "104_issues content delivery great_great excellent things complaints_complaints negative said_excellent things complaints",
"105": "105_implementing work excellent_implementing work_met requirements ta graded_method implementing work",
"106": "106_quizzes semester simulations_let students formula sheet_quizzes semester simulations nice_students formula sheet exam",
"107": "107_great thorough explanations clear_understanding provides good resources_thoughtful explanations material_understand rules developed excellent",
"108": "108_proff geller thank_job proff geller thank_proff geller_pleasure taking class lipuma",
"109": "109_recommend student teaches takes_recommend student teaches_professors courses future highly_taken opportunity professors courses",
"110": "110_material understand financial analysis_helpful explaining corporate finance_learning key concepts capital_incredibly helpful explaining corporate",
"111": "111_allowed great learning_skills allowed great learning_allowed great learning experience_learned different areas truly",
"112": "112_fair extremely flexible_fair fair extremely flexible_fair extremely flexible fair_ridiculous think unfair flexible",
"113": "113_online class expecting hear_online class expecting_online classes little response_mode contact online class",
"114": "114_professors conduct professionalism insulted_professors conduct_professors constantly assumptions_professors constantly assumptions comments",
"115": "115_great work thank dedication_job truly appreciate effort_dedication great work thank_appreciate effort dedication great",
"116": "116_marketing good experience_interacting marketing good experience_interesting learn great engaging_industry great presonally enjoyed",
"117": "117_format exams difficult_format exams difficult understand_mistakes examinations little harder_preparation exam felt based",
"118": "118_additional add_blank additional_leave blank add_leave blank additional",
"119": "119_weekly meetings quite varied_reliable time weekly meetings_offered office hours weekly_weekly meetings",
"120": "120_responsible homework helpful unreasonable_difficult approach bad teacher_unreasonable work responsible homework_unreasonable work difficult",
"121": "121_michael knowledgeable topics teaches_online courses excellent michael_student best professors_student best professors better",
"122": "122_feel money wasted_money wasted_waste time money feel_waste time money",
"123": "123_thoughtful commentary weekly class_lengthy discussion posts written_discussion posts_lengthy discussion posts",
"124": "124_post caps stupid_turns reading wrote caps_reading wrote caps_important caps",
"125": "125_grading discussions unfair_grading discussions unfair based_grading discussions_miniscule grading discussions unfair",
"126": "126_machine learning teacher michael_machine learning hadoop instructors_learning big data havesome_learn big data",
"127": "127_jake slovis amazing good_jake slovis amazing_slovis amazing good_work jake slovis amazing",
"128": "128_available_provided sall good_ready help_questions available",
"129": "129_disrespectful methese actions_blatantly disrespectful_concerning disrespectful methese actions_bully shocking guy",
"130": "130_recommend_reviews true recommend_true recommend_experienced tell reviews",
"131": "131_great good_great good good_great great good_great great good good"
},
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}