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The techniques of descriptive statistics and statistical inference\"}],\"text\":\"Foundational statistics and data analysis from social science, psychology, economics, or mathematics backgrounds.\"}],\"search_phrases\":[\"social science data management\",\"statistical data cleaning\",\"social science research methods\",\"data visualization social science\",\"merging datasets research\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"C&ESOC/SOC 365\",\"field\":\"description\",\"quote\":\"techniques for data evaluation, cleaning, documentation and visual display\"}],\"text\":\"Data evaluation, cleaning, documentation, and visual display.\"},{\"evidence\":[{\"course_id\":\"C&ESOC/SOC 365\",\"field\":\"description\",\"quote\":\"merging data from multiple sources, restructuring data for analysis\"}],\"text\":\"Merging data from multiple sources and restructuring data for analysis.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"C&ESOC/SOC 365\",\"field\":\"title\",\"quote\":\"DATA MANAGEMENT FOR SOCIAL SCIENCE RESEARCH\"},{\"course_id\":\"C&ESOC/SOC 365\",\"field\":\"description\",\"quote\":\"Understanding the structure of different types of social scientific data, techniques for data evaluation, cleaning, documentation and visual display, merging data from multiple sources, restructuring data for analysis.\"}],\"text\":\"C&ESOC/SOC 365 teaches data management techniques for social science research, including cleaning, merging, and visualizing data.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"C&ESOC/SOC 365\",\"field\":\"description\",\"quote\":\"Understanding the structure of different types of social scientific data\"}],\"text\":\"Structure of social scientific data.\"},{\"evidence\":[{\"course_id\":\"C&ESOC/SOC 365\",\"field\":\"description\",\"quote\":\"techniques for data evaluation, cleaning, documentation and visual display\"}],\"text\":\"Data evaluation, cleaning, documentation, and visual display.\"},{\"evidence\":[{\"course_id\":\"C&ESOC/SOC 365\",\"field\":\"description\",\"quote\":\"merging data from multiple sources, restructuring data for analysis\"}],\"text\":\"Merging and restructuring data for analysis.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_fdc17de55a4b4b47f5c3ac3c","course_id":"C&ESOC/SOC 365","catalog_version_id":"fb49fc4de9db13f5e4396d4822b9621abadb6ec831cdee8d600f02f503f90378","record_version_id":"8ddf43323f228e4a840273f9bbdf3372d76b54fdd43213dea10bc1e769a2962d","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"bef73188ea9f6e5b58488ce7d2d91fdb0bef9afab6aa8249c7a40317f734dd53","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"By far the worst teacher I've ever had.\",\"course_id\":\"C&ESOC/SOC 365\",\"date\":\"2006-11-02 15:26:07 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"ecf849fd4f718fc52ae98546\",\"instructor_id\":\"rmp:829049\",\"instructor_name\":\"John Logan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyMzQ5Mzcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/829049\"},{\"comment\":\"AVOID! AVOID! AVOID! If you don't have to take Logan DON'T. If you do think about changing your major! He is a horrible, horrible teacher. You will hate his class no matter how interested you are in it to begin with. Everything bad in the other reviews in completely true. This is my second class with him because I have to take the classes.\",\"course_id\":\"C&ESOC/SOC 365\",\"date\":\"2009-11-11 16:11:49 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"5f490bc7270029df00e43cd8\",\"instructor_id\":\"rmp:829049\",\"instructor_name\":\"John Logan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE2MzUxMjk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/829049\"},{\"comment\":\"This professor was the worst and least helpful person I've ever worked with. Change your major before working with him.\",\"course_id\":\"C&ESOC/SOC 365\",\"date\":\"2010-02-19 13:19:41 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"bb83ca87ed895afce12a03ec\",\"instructor_id\":\"rmp:829049\",\"instructor_name\":\"John Logan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE2ODE1NjU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/829049\"}],\"evidence_count\":3,\"review_ids\":[\"ecf849fd4f718fc52ae98546\",\"5f490bc7270029df00e43cd8\",\"bb83ca87ed895afce12a03ec\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:829049\",\"name\":\"John Logan\"}],\"review_year_end\":\"2010\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"Instructor John Logan is described as a horrible teacher who makes the class difficult and unpleasant.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Christine is a really great and caring professor who genuinely makes the curriculum understandable and fair. It helps to have a background of STATA beforehand but she'll help you if you need it. 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AVOID! AVOID! If you don't have to take Logan DON'T. If you do think about changing your major! He is a horrible, horrible teacher. You will hate his class no matter how interested you are in it to begin with. Everything bad in the other reviews in completely true. This is my second class with him because I have to take the classes.\",\"course_id\":\"C&ESOC/SOC 365\",\"date\":\"2009-11-11 16:11:49 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"5f490bc7270029df00e43cd8\",\"instructor_id\":\"rmp:829049\",\"instructor_name\":\"John Logan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE2MzUxMjk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/829049\"},{\"comment\":\"This professor was the worst and least helpful person I've ever worked with. Change your major before working with him.\",\"course_id\":\"C&ESOC/SOC 365\",\"date\":\"2010-02-19 13:19:41 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"bb83ca87ed895afce12a03ec\",\"instructor_id\":\"rmp:829049\",\"instructor_name\":\"John Logan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE2ODE1NjU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/829049\"},{\"comment\":\"Christine is a really great and caring professor who genuinely makes the curriculum understandable and fair. It helps to have a background of STATA beforehand but she'll help you if you need it. 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She is willing to help students in class and office hours, though having a background in STATA is helpful.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Christine Schwartz\",\"review_date\":\"2017-05-06 10:27:58 +0000 UTC\",\"review_id\":\"bbef7714ebe06c5f2757f9e4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1502634\",\"source_review_id\":\"UmF0aW5nLTI4MjMwODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1502634\",\"type\":\"review\"}],\"text\":\"Historical reviews of Christine Schwartz: Christine Schwartz is a caring professor who makes the curriculum understandable and fair, offering support to students who need it.\"},{\"citations\":[{\"course_id\":\"C&ESOC/SOC 365\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"C&ESOC/SOC 365\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"C&ESOC/SOC 365\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.74 GPA, 81.0% A/AB (n=21 letter grades); Spring 2025: 3.59 GPA, 72.7% A/AB (n=11 letter grades); Spring 2026: 2.94 GPA, 22.2% A/AB (n=9 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Christine Schwartz\",\"review_date\":\"2017-05-06 10:27:58 +0000 UTC\",\"review_id\":\"bbef7714ebe06c5f2757f9e4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1502634\",\"source_review_id\":\"UmF0aW5nLTI4MjMwODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1502634\",\"type\":\"review\"}],\"text\":\"Historical reviews of Christine Schwartz: Students find the professor friendly and available for help in class and office hours, making the learning experience positive.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"C&ESOC/SOC 365\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"source_record\":{\"entity_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"C&ESOC/SOC 365\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"source_record\":{\"entity_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"C&ESOC/SOC 365\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"source_record\":{\"entity_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"C&ESOC/SOC 365\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"source_record\":{\"entity_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"C&ESOC/SOC 365\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"source_record\":{\"entity_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"C&ESOC/SOC 365\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"source_record\":{\"entity_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"CHRISTINE SCHWARTZ is recorded teaching in Spring 2014, Fall 2015, Spring 2017, Spring 2018, Spring 2019, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"C&ESOC/SOC 365\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"source_record\":{\"entity_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"C&ESOC/SOC 365\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"source_record\":{\"entity_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"C&ESOC/SOC 365\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"source_record\":{\"entity_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"C&ESOC/SOC 365\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"source_record\":{\"entity_id\":\"11050085-dfee-3581-b3c2-bb2c476fd79a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"}],\"text\":\"JOHN LOGAN is recorded teaching in Fall 2006, Fall 2007, Fall 2008, Fall 2009. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]