[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_7657616b432ed8fee5f3bdf3","course_id":"ECON 770","catalog_version_id":"ab2b7b1df1496f7b70a3eda3887b69257b15eb2d3f5fe322f99f156a5313ce9d","record_version_id":"e7b6274bb6eebd42157b635cbbb2343257be369b4649bf8b1b788907ca9ed344","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"257cb1ea83c63974951d211295980033422d820414273c3397005f008468439d","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_7657616b432ed8fee5f3bdf3","course_id":"ECON 770","catalog_version_id":"ab2b7b1df1496f7b70a3eda3887b69257b15eb2d3f5fe322f99f156a5313ce9d","record_version_id":"e7b6274bb6eebd42157b635cbbb2343257be369b4649bf8b1b788907ca9ed344","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"257cb1ea83c63974951d211295980033422d820414273c3397005f008468439d","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"econometric models\",\"data cleaning\",\"Panel Study on Income Dynamics\",\"quantitative economic research\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON 770\",\"field\":\"description\",\"quote\":\"Learn to clean and manipulate data to create datasets usable for economic research\"}],\"text\":\"Clean and manipulate economic datasets\"},{\"evidence\":[{\"course_id\":\"ECON 770\",\"field\":\"description\",\"quote\":\"implement theory-based and atheoretic econometric models\"}],\"text\":\"Implement econometric models\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON 770\",\"field\":\"title\",\"quote\":\"DATA ANALYTICS FOR ECONOMISTS\"},{\"course_id\":\"ECON 770\",\"field\":\"description\",\"quote\":\"Use core economic datasets such as the Panel Study on Income Dynamics, Consumer Expenditure Survey, National Income and Product Accounts, and the American Community Survey for quantitative economic research\"}],\"text\":\"ECON 770 teaches quantitative economic research using core datasets and econometric modeling.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON 770\",\"field\":\"description\",\"quote\":\"core economic datasets such as the Panel Study on Income Dynamics, Consumer Expenditure Survey, National Income and Product Accounts, and the American Community Survey\"}],\"text\":\"Core economic datasets\"},{\"evidence\":[{\"course_id\":\"ECON 770\",\"field\":\"description\",\"quote\":\"theory-based and atheoretic econometric models\"}],\"text\":\"Econometric models\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_7657616b432ed8fee5f3bdf3","course_id":"ECON 770","catalog_version_id":"ab2b7b1df1496f7b70a3eda3887b69257b15eb2d3f5fe322f99f156a5313ce9d","record_version_id":"e7b6274bb6eebd42157b635cbbb2343257be369b4649bf8b1b788907ca9ed344","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"257cb1ea83c63974951d211295980033422d820414273c3397005f008468439d","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","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_7657616b432ed8fee5f3bdf3","course_id":"ECON 770","catalog_version_id":"ab2b7b1df1496f7b70a3eda3887b69257b15eb2d3f5fe322f99f156a5313ce9d","record_version_id":"e7b6274bb6eebd42157b635cbbb2343257be369b4649bf8b1b788907ca9ed344","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"958c31ccf4f273daf3d9f5a2d26f937e4727cb90d1b5154191c30c4ec75ddebe","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_7657616b432ed8fee5f3bdf3","course_id":"ECON 770","catalog_version_id":"ab2b7b1df1496f7b70a3eda3887b69257b15eb2d3f5fe322f99f156a5313ce9d","record_version_id":"e7b6274bb6eebd42157b635cbbb2343257be369b4649bf8b1b788907ca9ed344","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"958c31ccf4f273daf3d9f5a2d26f937e4727cb90d1b5154191c30c4ec75ddebe","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"econometric models\",\"data cleaning\",\"Panel Study on Income Dynamics\",\"quantitative economic research\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON 770\",\"field\":\"description\",\"quote\":\"Learn to clean and manipulate data to create datasets usable for economic research\"}],\"text\":\"Clean and manipulate economic datasets\"},{\"evidence\":[{\"course_id\":\"ECON 770\",\"field\":\"description\",\"quote\":\"implement theory-based and atheoretic econometric models\"}],\"text\":\"Implement econometric models\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON 770\",\"field\":\"title\",\"quote\":\"DATA ANALYTICS FOR ECONOMISTS\"},{\"course_id\":\"ECON 770\",\"field\":\"description\",\"quote\":\"Use core economic datasets such as the Panel Study on Income Dynamics, Consumer Expenditure Survey, National Income and Product Accounts, and the American Community Survey for quantitative economic research\"}],\"text\":\"ECON 770 teaches quantitative economic research using core datasets and econometric modeling.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON 770\",\"field\":\"description\",\"quote\":\"core economic datasets such as the Panel Study on Income Dynamics, Consumer Expenditure Survey, National Income and Product Accounts, and the American Community Survey\"}],\"text\":\"Core economic datasets\"},{\"evidence\":[{\"course_id\":\"ECON 770\",\"field\":\"description\",\"quote\":\"theory-based and atheoretic econometric models\"}],\"text\":\"Econometric models\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_7657616b432ed8fee5f3bdf3","course_id":"ECON 770","catalog_version_id":"ab2b7b1df1496f7b70a3eda3887b69257b15eb2d3f5fe322f99f156a5313ce9d","record_version_id":"e7b6274bb6eebd42157b635cbbb2343257be369b4649bf8b1b788907ca9ed344","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"958c31ccf4f273daf3d9f5a2d26f937e4727cb90d1b5154191c30c4ec75ddebe","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"The class is really inspirational and a great opportunity to get hands-on experience to deal with data in Python, which inspires my interest in programming and would like to learn more. The lectures are well-organized and help you learn Python from zero to one. If you want to learn data analysis and visualization, take it!\",\"course_id\":\"ECON 770\",\"date\":\"2021-01-18 17:35:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ca217098441ce4abfe9bfb8b\",\"instructor_id\":\"rmp:2417643\",\"instructor_name\":\"Kim Ruhl\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0Mjg5NTE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2417643\"}],\"evidence_count\":1,\"review_ids\":[\"ca217098441ce4abfe9bfb8b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2417643\",\"name\":\"Kim Ruhl\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"Lectures are well-organized and effective for beginners.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"The class is really inspirational and a great opportunity to get hands-on experience to deal with data in Python, which inspires my interest in programming and would like to learn more. The lectures are well-organized and help you learn Python from zero to one. If you want to learn data analysis and visualization, take it!\",\"course_id\":\"ECON 770\",\"date\":\"2021-01-18 17:35:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ca217098441ce4abfe9bfb8b\",\"instructor_id\":\"rmp:2417643\",\"instructor_name\":\"Kim Ruhl\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0Mjg5NTE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2417643\"}],\"evidence_count\":1,\"review_ids\":[\"ca217098441ce4abfe9bfb8b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2417643\",\"name\":\"Kim Ruhl\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"Provides hands-on experience with data analysis in Python.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"The class is really inspirational and a great opportunity to get hands-on experience to deal with data in Python, which inspires my interest in programming and would like to learn more. The lectures are well-organized and help you learn Python from zero to one. If you want to learn data analysis and visualization, take it!\",\"course_id\":\"ECON 770\",\"date\":\"2021-01-18 17:35:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ca217098441ce4abfe9bfb8b\",\"instructor_id\":\"rmp:2417643\",\"instructor_name\":\"Kim Ruhl\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0Mjg5NTE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2417643\"}],\"evidence_count\":1,\"review_ids\":[\"ca217098441ce4abfe9bfb8b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2417643\",\"name\":\"Kim Ruhl\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"Inspirational class that sparks interest in programming and data visualization.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_7657616b432ed8fee5f3bdf3","course_id":"ECON 770","catalog_version_id":"ab2b7b1df1496f7b70a3eda3887b69257b15eb2d3f5fe322f99f156a5313ce9d","record_version_id":"e7b6274bb6eebd42157b635cbbb2343257be369b4649bf8b1b788907ca9ed344","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"cbdcd051b279eb328e0ef20554f718adcbaa31338ec0d02847379023f92a5e9e","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_7657616b432ed8fee5f3bdf3","course_id":"ECON 770","catalog_version_id":"ab2b7b1df1496f7b70a3eda3887b69257b15eb2d3f5fe322f99f156a5313ce9d","record_version_id":"e7b6274bb6eebd42157b635cbbb2343257be369b4649bf8b1b788907ca9ed344","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"cbdcd051b279eb328e0ef20554f718adcbaa31338ec0d02847379023f92a5e9e","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"econometric models\",\"data cleaning\",\"Panel Study on Income Dynamics\",\"quantitative economic research\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON 770\",\"field\":\"description\",\"quote\":\"Learn to clean and manipulate data to create datasets usable for economic research\"}],\"text\":\"Clean and manipulate economic datasets\"},{\"evidence\":[{\"course_id\":\"ECON 770\",\"field\":\"description\",\"quote\":\"implement theory-based and atheoretic econometric models\"}],\"text\":\"Implement econometric models\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON 770\",\"field\":\"title\",\"quote\":\"DATA ANALYTICS FOR ECONOMISTS\"},{\"course_id\":\"ECON 770\",\"field\":\"description\",\"quote\":\"Use core economic datasets such as the Panel Study on Income Dynamics, Consumer Expenditure Survey, National Income and Product Accounts, and the American Community Survey for quantitative economic research\"}],\"text\":\"ECON 770 teaches quantitative economic research using core datasets and econometric modeling.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON 770\",\"field\":\"description\",\"quote\":\"core economic datasets such as the Panel Study on Income Dynamics, Consumer Expenditure Survey, National Income and Product Accounts, and the American Community Survey\"}],\"text\":\"Core economic datasets\"},{\"evidence\":[{\"course_id\":\"ECON 770\",\"field\":\"description\",\"quote\":\"theory-based and atheoretic econometric models\"}],\"text\":\"Econometric models\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_7657616b432ed8fee5f3bdf3","course_id":"ECON 770","catalog_version_id":"ab2b7b1df1496f7b70a3eda3887b69257b15eb2d3f5fe322f99f156a5313ce9d","record_version_id":"e7b6274bb6eebd42157b635cbbb2343257be369b4649bf8b1b788907ca9ed344","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"cbdcd051b279eb328e0ef20554f718adcbaa31338ec0d02847379023f92a5e9e","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"The class is really inspirational and a great opportunity to get hands-on experience to deal with data in Python, which inspires my interest in programming and would like to learn more. The lectures are well-organized and help you learn Python from zero to one. If you want to learn data analysis and visualization, take it!\",\"course_id\":\"ECON 770\",\"date\":\"2021-01-18 17:35:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ca217098441ce4abfe9bfb8b\",\"instructor_id\":\"rmp:2417643\",\"instructor_name\":\"Kim Ruhl\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0Mjg5NTE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2417643\"}],\"evidence_count\":1,\"review_ids\":[\"ca217098441ce4abfe9bfb8b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2417643\",\"name\":\"Kim Ruhl\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"Lectures are well-organized and effective for beginners.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"The class is really inspirational and a great opportunity to get hands-on experience to deal with data in Python, which inspires my interest in programming and would like to learn more. The lectures are well-organized and help you learn Python from zero to one. If you want to learn data analysis and visualization, take it!\",\"course_id\":\"ECON 770\",\"date\":\"2021-01-18 17:35:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ca217098441ce4abfe9bfb8b\",\"instructor_id\":\"rmp:2417643\",\"instructor_name\":\"Kim Ruhl\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0Mjg5NTE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2417643\"}],\"evidence_count\":1,\"review_ids\":[\"ca217098441ce4abfe9bfb8b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2417643\",\"name\":\"Kim Ruhl\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"Provides hands-on experience with data analysis in Python.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"The class is really inspirational and a great opportunity to get hands-on experience to deal with data in Python, which inspires my interest in programming and would like to learn more. The lectures are well-organized and help you learn Python from zero to one. If you want to learn data analysis and visualization, take it!\",\"course_id\":\"ECON 770\",\"date\":\"2021-01-18 17:35:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ca217098441ce4abfe9bfb8b\",\"instructor_id\":\"rmp:2417643\",\"instructor_name\":\"Kim Ruhl\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0Mjg5NTE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2417643\"}],\"evidence_count\":1,\"review_ids\":[\"ca217098441ce4abfe9bfb8b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2417643\",\"name\":\"Kim Ruhl\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"Inspirational class that sparks interest in programming and data visualization.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_7657616b432ed8fee5f3bdf3","course_id":"ECON 770","catalog_version_id":"ab2b7b1df1496f7b70a3eda3887b69257b15eb2d3f5fe322f99f156a5313ce9d","record_version_id":"e7b6274bb6eebd42157b635cbbb2343257be369b4649bf8b1b788907ca9ed344","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"cbdcd051b279eb328e0ef20554f718adcbaa31338ec0d02847379023f92a5e9e","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"a9a5676d297a613f7d73bd4b32ec12c9dd59d141133a44cc8b8c073e57057a40\",\"course_id\":\"ECON 770\",\"current_instructors\":[{\"instructor_uid\":\"instructor_8e5b8f58469ceddd22385aab\",\"message\":\"No course-specific reviews available\",\"name\":\"Alice Wu\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.77 GPA, 94.2% A/AB (n=52 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_4c21a7647e1bffa3c62331a2\",\"message\":\"No course-specific reviews available\",\"name\":\"Ashley Swanson\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2915913\",\"summary\":[{\"citations\":[{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.74 GPA, 96.0% A/AB (n=75 letter grades); Fall 2024: 3.77 GPA, 94.8% A/AB (n=58 letter grades); Fall 2025: 3.77 GPA, 94.2% A/AB (n=52 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.74 GPA, 96.0% A/AB (n=75 letter grades); Fall 2024: 3.77 GPA, 94.8% A/AB (n=58 letter grades); Fall 2025: 3.77 GPA, 94.2% A/AB (n=52 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ALICE WU is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ASHLEY SWANSON is recorded teaching in Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"KIM RUHL is recorded teaching in Fall 2020, Fall 2021, Fall 2022, Fall 2023. 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":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_7657616b432ed8fee5f3bdf3","course_id":"ECON 770","catalog_version_id":"ab2b7b1df1496f7b70a3eda3887b69257b15eb2d3f5fe322f99f156a5313ce9d","record_version_id":"e7b6274bb6eebd42157b635cbbb2343257be369b4649bf8b1b788907ca9ed344","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"40ea167e457af14eef0bae1f188f3800013f9327c747a60688073d027c029ca6","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_7657616b432ed8fee5f3bdf3","course_id":"ECON 770","catalog_version_id":"ab2b7b1df1496f7b70a3eda3887b69257b15eb2d3f5fe322f99f156a5313ce9d","record_version_id":"e7b6274bb6eebd42157b635cbbb2343257be369b4649bf8b1b788907ca9ed344","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"40ea167e457af14eef0bae1f188f3800013f9327c747a60688073d027c029ca6","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"econometric models\",\"data cleaning\",\"Panel Study on Income Dynamics\",\"quantitative economic research\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON 770\",\"field\":\"description\",\"quote\":\"Learn to clean and manipulate data to create datasets usable for economic research\"}],\"text\":\"Clean and manipulate economic datasets\"},{\"evidence\":[{\"course_id\":\"ECON 770\",\"field\":\"description\",\"quote\":\"implement theory-based and atheoretic econometric models\"}],\"text\":\"Implement econometric models\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON 770\",\"field\":\"title\",\"quote\":\"DATA ANALYTICS FOR ECONOMISTS\"},{\"course_id\":\"ECON 770\",\"field\":\"description\",\"quote\":\"Use core economic datasets such as the Panel Study on Income Dynamics, Consumer Expenditure Survey, National Income and Product Accounts, and the American Community Survey for quantitative economic research\"}],\"text\":\"ECON 770 teaches quantitative economic research using core datasets and econometric modeling.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON 770\",\"field\":\"description\",\"quote\":\"core economic datasets such as the Panel Study on Income Dynamics, Consumer Expenditure Survey, National Income and Product Accounts, and the American Community Survey\"}],\"text\":\"Core economic datasets\"},{\"evidence\":[{\"course_id\":\"ECON 770\",\"field\":\"description\",\"quote\":\"theory-based and atheoretic econometric models\"}],\"text\":\"Econometric models\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_7657616b432ed8fee5f3bdf3","course_id":"ECON 770","catalog_version_id":"ab2b7b1df1496f7b70a3eda3887b69257b15eb2d3f5fe322f99f156a5313ce9d","record_version_id":"e7b6274bb6eebd42157b635cbbb2343257be369b4649bf8b1b788907ca9ed344","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"40ea167e457af14eef0bae1f188f3800013f9327c747a60688073d027c029ca6","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"The class is really inspirational and a great opportunity to get hands-on experience to deal with data in Python, which inspires my interest in programming and would like to learn more. The lectures are well-organized and help you learn Python from zero to one. If you want to learn data analysis and visualization, take it!\",\"course_id\":\"ECON 770\",\"date\":\"2021-01-18 17:35:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ca217098441ce4abfe9bfb8b\",\"instructor_id\":\"rmp:2417643\",\"instructor_name\":\"Kim Ruhl\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0Mjg5NTE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2417643\"}],\"evidence_count\":1,\"review_ids\":[\"ca217098441ce4abfe9bfb8b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2417643\",\"name\":\"Kim Ruhl\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"Lectures are well-organized and effective for beginners.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"The class is really inspirational and a great opportunity to get hands-on experience to deal with data in Python, which inspires my interest in programming and would like to learn more. The lectures are well-organized and help you learn Python from zero to one. If you want to learn data analysis and visualization, take it!\",\"course_id\":\"ECON 770\",\"date\":\"2021-01-18 17:35:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ca217098441ce4abfe9bfb8b\",\"instructor_id\":\"rmp:2417643\",\"instructor_name\":\"Kim Ruhl\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0Mjg5NTE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2417643\"}],\"evidence_count\":1,\"review_ids\":[\"ca217098441ce4abfe9bfb8b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2417643\",\"name\":\"Kim Ruhl\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"Provides hands-on experience with data analysis in Python.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"The class is really inspirational and a great opportunity to get hands-on experience to deal with data in Python, which inspires my interest in programming and would like to learn more. The lectures are well-organized and help you learn Python from zero to one. If you want to learn data analysis and visualization, take it!\",\"course_id\":\"ECON 770\",\"date\":\"2021-01-18 17:35:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ca217098441ce4abfe9bfb8b\",\"instructor_id\":\"rmp:2417643\",\"instructor_name\":\"Kim Ruhl\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0Mjg5NTE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2417643\"}],\"evidence_count\":1,\"review_ids\":[\"ca217098441ce4abfe9bfb8b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2417643\",\"name\":\"Kim Ruhl\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"Inspirational class that sparks interest in programming and data visualization.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_7657616b432ed8fee5f3bdf3","course_id":"ECON 770","catalog_version_id":"ab2b7b1df1496f7b70a3eda3887b69257b15eb2d3f5fe322f99f156a5313ce9d","record_version_id":"e7b6274bb6eebd42157b635cbbb2343257be369b4649bf8b1b788907ca9ed344","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"40ea167e457af14eef0bae1f188f3800013f9327c747a60688073d027c029ca6","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"a9a5676d297a613f7d73bd4b32ec12c9dd59d141133a44cc8b8c073e57057a40\",\"course_id\":\"ECON 770\",\"current_instructors\":[{\"instructor_uid\":\"instructor_8e5b8f58469ceddd22385aab\",\"message\":\"No course-specific reviews available\",\"name\":\"Alice Wu\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.77 GPA, 94.2% A/AB (n=52 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_4c21a7647e1bffa3c62331a2\",\"message\":\"No course-specific reviews available\",\"name\":\"Ashley Swanson\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2915913\",\"summary\":[{\"citations\":[{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.74 GPA, 96.0% A/AB (n=75 letter grades); Fall 2024: 3.77 GPA, 94.8% A/AB (n=58 letter grades); Fall 2025: 3.77 GPA, 94.2% A/AB (n=52 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Kim Ruhl\",\"review_date\":\"2021-01-18 17:35:58 +0000 UTC\",\"review_id\":\"ca217098441ce4abfe9bfb8b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2417643\",\"source_review_id\":\"UmF0aW5nLTM0Mjg5NTE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2417643\",\"type\":\"review\"}],\"text\":\"Historical reviews of Kim Ruhl: The course provides hands-on experience with Python, helping students learn programming from scratch.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Kim Ruhl\",\"review_date\":\"2021-01-18 17:35:58 +0000 UTC\",\"review_id\":\"ca217098441ce4abfe9bfb8b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2417643\",\"source_review_id\":\"UmF0aW5nLTM0Mjg5NTE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2417643\",\"type\":\"review\"}],\"text\":\"Historical reviews for Kim Ruhl describe well-organized lectures that teach Python from scratch and provide hands-on data analysis experience. No current instructor reviews are available to assess Alice Wu or Ashley Swanson.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Kim Ruhl\",\"review_date\":\"2021-01-18 17:35:58 +0000 UTC\",\"review_id\":\"ca217098441ce4abfe9bfb8b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2417643\",\"source_review_id\":\"UmF0aW5nLTM0Mjg5NTE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2417643\",\"type\":\"review\"}],\"text\":\"Kim Ruhl's historical version of ECON 770 offers a well-organized, inspirational introduction to Python for data analysis and visualization, suitable for beginners.\"},{\"citations\":[{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.74 GPA, 96.0% A/AB (n=75 letter grades); Fall 2024: 3.77 GPA, 94.8% A/AB (n=58 letter grades); Fall 2025: 3.77 GPA, 94.2% A/AB (n=52 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Kim Ruhl\",\"review_date\":\"2021-01-18 17:35:58 +0000 UTC\",\"review_id\":\"ca217098441ce4abfe9bfb8b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2417643\",\"source_review_id\":\"UmF0aW5nLTM0Mjg5NTE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2417643\",\"type\":\"review\"}],\"text\":\"Historical reviews of Kim Ruhl: Reviewers found the lectures well-organized and inspiring, noting the class effectively teaches data analysis and visualization skills to those with no prior programming background.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ALICE WU is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ASHLEY SWANSON is recorded teaching in Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECON 770\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"source_record\":{\"entity_id\":\"bfa13595-a721-3b0b-a5da-90f32a36e8ce\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"KIM RUHL is recorded teaching in Fall 2020, Fall 2021, Fall 2022, Fall 2023. 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":true}]