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The amount of homeworks, assignments, take-home exams - I mean what is the point? You take the course for learning micro economics and you end up spending week in week out solving python codes. Spend 50 hours a week if you want to succeed\",\"course_id\":\"ECON 708\",\"date\":\"2025-05-04 11:33:21 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"32894ab3dfecdd874c6885ef\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQxMTUwNzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Terrible!!! Too terrible!!!!!!!!!!!!!!!!!!!!!!!!!!!! His lecture is the worst lecture that I have taken during my life!!  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It is a pity that most undergrads don't realize \\\"simple but powerful\\\" is good economics. Ray's math skills is probably the best in the department. Students seems to think his math is terrible, while in reality, he is just being nice to students.\",\"course_id\":\"ECON 708\",\"date\":\"2017-02-01 15:06:58 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"da84058d425e083c812db99b\",\"instructor_id\":\"rmp:1053939\",\"instructor_name\":\"Raymond Deneckere\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3Nzk2MDEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\"},{\"comment\":\"He has the talent to make interesting questions become extremely boring. Yes, he sometimes tries to simplify complex and difficult issues with simplified examples, but he always mixes up general problems with special cases and leaves everything utterly unclear.\",\"course_id\":\"ECON 708\",\"date\":\"2017-04-30 19:57:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7da86264382b09036135d23d\",\"instructor_id\":\"rmp:1053939\",\"instructor_name\":\"Raymond Deneckere\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI4MTY3MTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\"},{\"comment\":\"I appreciated Friedman's teaching style, especially after taking other econ classes at UW. Friedman did a much better job explaining models than my other professors. His lectures were very clear and provided lots of examples to reference on the homework. His notes are helpful on the exam and even in other classes. Plus it's cheaper - no textbooks.\",\"course_id\":\"ECON 708\",\"date\":\"2024-02-29 01:13:25 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ee30d39f24c41a7491ca7f19\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MDEwNDA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"I didn't really know what this class was all about but it ended up being amazing! Dr. Friedman gives awesome lectures and all of his assignments were great! He give clear direction and feedback. We worked on every project in lecture and he was always willing to watch your code and give you help. Great class.\",\"course_id\":\"ECON 708\",\"date\":\"2024-07-11 04:20:42 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a019dd31342636059abd0636\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NjE5NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"}],\"evidence_count\":4,\"review_ids\":[\"da84058d425e083c812db99b\",\"7da86264382b09036135d23d\",\"ee30d39f24c41a7491ca7f19\",\"a019dd31342636059abd0636\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1053939\",\"name\":\"Raymond Deneckere\"},{\"id\":\"rmp:2423601\",\"name\":\"Matthew Friedman\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"Deneckere's math is strong but explanations unclear; Friedman is praised for clear lectures and helpful notes.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Very able but he thinks you only have his course to pay attention to for the entire semester. The amount of homeworks, assignments, take-home exams - I mean what is the point? You take the course for learning micro economics and you end up spending week in week out solving python codes. Spend 50 hours a week if you want to succeed\",\"course_id\":\"ECON 708\",\"date\":\"2025-05-04 11:33:21 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"32894ab3dfecdd874c6885ef\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQxMTUwNzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Terrible!!! Too terrible!!!!!!!!!!!!!!!!!!!!!!!!!!!! His lecture is the worst lecture that I have taken during my life!!  We  should ask for our money and time back!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! \",\"course_id\":\"ECON 708\",\"date\":\"2022-12-09 01:37:28 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c736014c21b6cb468a9503e2\",\"instructor_id\":\"rmp:1053939\",\"instructor_name\":\"Raymond Deneckere\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM3MDQyMTI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\"}],\"evidence_count\":2,\"review_ids\":[\"32894ab3dfecdd874c6885ef\",\"c736014c21b6cb468a9503e2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1053939\",\"name\":\"Raymond Deneckere\"},{\"id\":\"rmp:2423601\",\"name\":\"Matthew Friedman\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2022\"},\"sentiment\":\"negative\",\"summary\":\"Extremely heavy workload, especially with Friedman, requiring up to 50 hours/week on Python coding.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"I took this class because the other one to hard and I need high grade for PhD.  Extra happy with Friedman. Helps very much and patient on questioning. Grades homework easy and no midterm. TA Kai is good to, smart.\",\"course_id\":\"ECON 708\",\"date\":\"2024-02-21 02:49:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2b5297c70956c3c40e7d6c6f\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTg5Mjk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"He's sweet and kind. You can tell he cares about his students. Attendance isn't mandatory but you should go to class if you want an A. There are pop quizzes but they are announced, sounds weird but it works. Problems sets are nearly identical to the final exam, so understand them and you have an A in the bag.\",\"course_id\":\"ECON 708\",\"date\":\"2024-03-05 03:58:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"849404d9ab633f80ae5eba19\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MDI0MDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"This is one of my best cladses i taken at the university. Thre was much more reading than otHer classes. But the test was am easy final and the other problem sets were graded easy.\",\"course_id\":\"ECON 708\",\"date\":\"2025-11-29 18:22:03 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2a6cad8e7069a936aad245ce\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxOTY3NDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"}],\"evidence_count\":3,\"review_ids\":[\"2b5297c70956c3c40e7d6c6f\",\"849404d9ab633f80ae5eba19\",\"2a6cad8e7069a936aad245ce\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2416016\",\"name\":\"Matt Friedman\"},{\"id\":\"rmp:2423601\",\"name\":\"Matthew Friedman\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2024\"},\"sentiment\":\"positive\",\"summary\":\"Problem sets mirror finals, grading is easy, and there are no midterms.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"I didn't really know what this class was all about but it ended up being amazing! Dr. Friedman gives awesome lectures and all of his assignments were great! He give clear direction and feedback. We worked on every project in lecture and he was always willing to watch your code and give you help. Great class.\",\"course_id\":\"ECON 708\",\"date\":\"2024-07-11 04:20:42 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a019dd31342636059abd0636\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NjE5NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"}],\"evidence_count\":1,\"review_ids\":[\"a019dd31342636059abd0636\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2423601\",\"name\":\"Matthew Friedman\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2024\"},\"sentiment\":\"positive\",\"summary\":\"Instructor provides strong support for coding projects during lectures.\"}]}","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_1932eed8246324e0a053d4fe","course_id":"ECON 708","catalog_version_id":"1af386f70edafba6350bf7a2eef6654e02894b3a5f4f3fc559ca519f2a99627f","record_version_id":"ba56e42f799b9ee059bb3460e662ad1e48d4083e4dae99499e02540e02b444a1","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f85f55754054a263907c93c24f8e230626a02d2c76164a758881567f766cdb84","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"c35070fa1f8a8d4ea2d5820776a63b577478a8f29f249b3a1f7c84482e59373e\",\"course_id\":\"ECON 708\",\"current_instructors\":[],\"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\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ECON 708\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ECON 708\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 708\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.49 GPA, 68.5% A/AB (n=111 letter grades); 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trade.\"}]}","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_1932eed8246324e0a053d4fe","course_id":"ECON 708","catalog_version_id":"1af386f70edafba6350bf7a2eef6654e02894b3a5f4f3fc559ca519f2a99627f","record_version_id":"ba56e42f799b9ee059bb3460e662ad1e48d4083e4dae99499e02540e02b444a1","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"ceaa96c1ff225e147bddfe0bfb2482a28bd4cc6ff39eb4413630b32c8435e50a","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Ray is an outstanding economist who teach the most beautiful econ theory in the most simplest way. It is a pity that most undergrads don't realize \\\"simple but powerful\\\" is good economics. Ray's math skills is probably the best in the department. Students seems to think his math is terrible, while in reality, he is just being nice to students.\",\"course_id\":\"ECON 708\",\"date\":\"2017-02-01 15:06:58 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"da84058d425e083c812db99b\",\"instructor_id\":\"rmp:1053939\",\"instructor_name\":\"Raymond Deneckere\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3Nzk2MDEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\"},{\"comment\":\"He has the talent to make interesting questions become extremely boring. Yes, he sometimes tries to simplify complex and difficult issues with simplified examples, but he always mixes up general problems with special cases and leaves everything utterly unclear.\",\"course_id\":\"ECON 708\",\"date\":\"2017-04-30 19:57:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7da86264382b09036135d23d\",\"instructor_id\":\"rmp:1053939\",\"instructor_name\":\"Raymond Deneckere\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI4MTY3MTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\"},{\"comment\":\"I appreciated Friedman's teaching style, especially after taking other econ classes at UW. Friedman did a much better job explaining models than my other professors. His lectures were very clear and provided lots of examples to reference on the homework. His notes are helpful on the exam and even in other classes. Plus it's cheaper - no textbooks.\",\"course_id\":\"ECON 708\",\"date\":\"2024-02-29 01:13:25 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ee30d39f24c41a7491ca7f19\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MDEwNDA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"I didn't really know what this class was all about but it ended up being amazing! Dr. Friedman gives awesome lectures and all of his assignments were great! He give clear direction and feedback. We worked on every project in lecture and he was always willing to watch your code and give you help. Great class.\",\"course_id\":\"ECON 708\",\"date\":\"2024-07-11 04:20:42 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a019dd31342636059abd0636\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NjE5NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"}],\"evidence_count\":4,\"review_ids\":[\"da84058d425e083c812db99b\",\"7da86264382b09036135d23d\",\"ee30d39f24c41a7491ca7f19\",\"a019dd31342636059abd0636\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1053939\",\"name\":\"Raymond Deneckere\"},{\"id\":\"rmp:2423601\",\"name\":\"Matthew Friedman\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"Deneckere's math is strong but explanations unclear; Friedman is praised for clear lectures and helpful notes.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Very able but he thinks you only have his course to pay attention to for the entire semester. The amount of homeworks, assignments, take-home exams - I mean what is the point? You take the course for learning micro economics and you end up spending week in week out solving python codes. Spend 50 hours a week if you want to succeed\",\"course_id\":\"ECON 708\",\"date\":\"2025-05-04 11:33:21 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"32894ab3dfecdd874c6885ef\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQxMTUwNzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Terrible!!! Too terrible!!!!!!!!!!!!!!!!!!!!!!!!!!!! His lecture is the worst lecture that I have taken during my life!!  We  should ask for our money and time back!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! \",\"course_id\":\"ECON 708\",\"date\":\"2022-12-09 01:37:28 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c736014c21b6cb468a9503e2\",\"instructor_id\":\"rmp:1053939\",\"instructor_name\":\"Raymond Deneckere\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM3MDQyMTI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1053939\"}],\"evidence_count\":2,\"review_ids\":[\"32894ab3dfecdd874c6885ef\",\"c736014c21b6cb468a9503e2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1053939\",\"name\":\"Raymond Deneckere\"},{\"id\":\"rmp:2423601\",\"name\":\"Matthew Friedman\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2022\"},\"sentiment\":\"negative\",\"summary\":\"Extremely heavy workload, especially with Friedman, requiring up to 50 hours/week on Python coding.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"I took this class because the other one to hard and I need high grade for PhD.  Extra happy with Friedman. Helps very much and patient on questioning. Grades homework easy and no midterm. TA Kai is good to, smart.\",\"course_id\":\"ECON 708\",\"date\":\"2024-02-21 02:49:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2b5297c70956c3c40e7d6c6f\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTg5Mjk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"He's sweet and kind. You can tell he cares about his students. Attendance isn't mandatory but you should go to class if you want an A. There are pop quizzes but they are announced, sounds weird but it works. Problems sets are nearly identical to the final exam, so understand them and you have an A in the bag.\",\"course_id\":\"ECON 708\",\"date\":\"2024-03-05 03:58:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"849404d9ab633f80ae5eba19\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MDI0MDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"This is one of my best cladses i taken at the university. Thre was much more reading than otHer classes. But the test was am easy final and the other problem sets were graded easy.\",\"course_id\":\"ECON 708\",\"date\":\"2025-11-29 18:22:03 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2a6cad8e7069a936aad245ce\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxOTY3NDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"}],\"evidence_count\":3,\"review_ids\":[\"2b5297c70956c3c40e7d6c6f\",\"849404d9ab633f80ae5eba19\",\"2a6cad8e7069a936aad245ce\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2416016\",\"name\":\"Matt Friedman\"},{\"id\":\"rmp:2423601\",\"name\":\"Matthew Friedman\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2024\"},\"sentiment\":\"positive\",\"summary\":\"Problem sets mirror finals, grading is easy, and there are no midterms.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"I didn't really know what this class was all about but it ended up being amazing! Dr. Friedman gives awesome lectures and all of his assignments were great! He give clear direction and feedback. We worked on every project in lecture and he was always willing to watch your code and give you help. Great class.\",\"course_id\":\"ECON 708\",\"date\":\"2024-07-11 04:20:42 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a019dd31342636059abd0636\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NjE5NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"}],\"evidence_count\":1,\"review_ids\":[\"a019dd31342636059abd0636\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2423601\",\"name\":\"Matthew Friedman\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2024\"},\"sentiment\":\"positive\",\"summary\":\"Instructor provides strong support for coding projects during lectures.\"}]}","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_1932eed8246324e0a053d4fe","course_id":"ECON 708","catalog_version_id":"1af386f70edafba6350bf7a2eef6654e02894b3a5f4f3fc559ca519f2a99627f","record_version_id":"ba56e42f799b9ee059bb3460e662ad1e48d4083e4dae99499e02540e02b444a1","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"ceaa96c1ff225e147bddfe0bfb2482a28bd4cc6ff39eb4413630b32c8435e50a","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"c35070fa1f8a8d4ea2d5820776a63b577478a8f29f249b3a1f7c84482e59373e\",\"course_id\":\"ECON 708\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Matthew Friedman\",\"review_date\":\"2025-05-04 11:33:21 +0000 UTC\",\"review_id\":\"32894ab3dfecdd874c6885ef\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423601\",\"source_review_id\":\"UmF0aW5nLTQxMTUwNzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\",\"type\":\"review\"}],\"text\":\"Historical reviews of Matthew Friedman: The workload is intense, requiring significant time for Python coding and problem sets, with one reviewer estimating a fifty-hour weekly commitment.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Matt Friedman\",\"review_date\":\"2024-02-21 02:49:56 +0000 UTC\",\"review_id\":\"2b5297c70956c3c40e7d6c6f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2416016\",\"source_review_id\":\"UmF0aW5nLTM4OTg5Mjk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Friedman\",\"review_date\":\"2024-02-29 01:13:25 +0000 UTC\",\"review_id\":\"ee30d39f24c41a7491ca7f19\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423601\",\"source_review_id\":\"UmF0aW5nLTM5MDEwNDA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Friedman\",\"review_date\":\"2024-03-05 03:58:42 +0000 UTC\",\"review_id\":\"849404d9ab633f80ae5eba19\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423601\",\"source_review_id\":\"UmF0aW5nLTM5MDI0MDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Friedman\",\"review_date\":\"2024-07-11 04:20:42 +0000 UTC\",\"review_id\":\"a019dd31342636059abd0636\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423601\",\"source_review_id\":\"UmF0aW5nLTM5NjE5NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Friedman\",\"review_date\":\"2025-11-29 18:22:03 +0000 UTC\",\"review_id\":\"2a6cad8e7069a936aad245ce\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423601\",\"source_review_id\":\"UmF0aW5nLTQxOTY3NDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\",\"type\":\"review\"}],\"text\":\"Historical reviews of Matt Friedman, Matthew Friedman: Matthew Friedman is praised for clear lectures, helpful notes, and patient instruction, with students noting his assignments align well with exams. One review highlights the value of in-lecture coding support and clear feedback, while another notes the course involves more reading than other classes but features an easy final and graded problem sets.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Matt Friedman\",\"review_date\":\"2024-02-21 02:49:56 +0000 UTC\",\"review_id\":\"2b5297c70956c3c40e7d6c6f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2416016\",\"source_review_id\":\"UmF0aW5nLTM4OTg5Mjk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Friedman\",\"review_date\":\"2024-02-29 01:13:25 +0000 UTC\",\"review_id\":\"ee30d39f24c41a7491ca7f19\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423601\",\"source_review_id\":\"UmF0aW5nLTM5MDEwNDA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Friedman\",\"review_date\":\"2024-03-05 03:58:42 +0000 UTC\",\"review_id\":\"849404d9ab633f80ae5eba19\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423601\",\"source_review_id\":\"UmF0aW5nLTM5MDI0MDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Friedman\",\"review_date\":\"2024-07-11 04:20:42 +0000 UTC\",\"review_id\":\"a019dd31342636059abd0636\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423601\",\"source_review_id\":\"UmF0aW5nLTM5NjE5NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Friedman\",\"review_date\":\"2025-11-29 18:22:03 +0000 UTC\",\"review_id\":\"2a6cad8e7069a936aad245ce\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423601\",\"source_review_id\":\"UmF0aW5nLTQxOTY3NDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\",\"type\":\"review\"}],\"text\":\"Historical reviews of Matt Friedman, Matthew Friedman: Matthew Friedman receives high praise for clear lectures, helpful notes, and supportive feedback, with students describing the course as an excellent learning experience.\"},{\"citations\":[{\"course_id\":\"ECON 708\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ECON 708\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 708\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.49 GPA, 68.5% A/AB (n=111 letter grades); Spring 2025: 3.62 GPA, 82.2% A/AB (n=73 letter grades); Spring 2026: 3.67 GPA, 89.8% A/AB (n=49 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Matthew Friedman\",\"review_date\":\"2024-02-29 01:13:25 +0000 UTC\",\"review_id\":\"ee30d39f24c41a7491ca7f19\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423601\",\"source_review_id\":\"UmF0aW5nLTM5MDEwNDA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Friedman\",\"review_date\":\"2024-03-05 03:58:42 +0000 UTC\",\"review_id\":\"849404d9ab633f80ae5eba19\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423601\",\"source_review_id\":\"UmF0aW5nLTM5MDI0MDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Friedman\",\"review_date\":\"2024-07-11 04:20:42 +0000 UTC\",\"review_id\":\"a019dd31342636059abd0636\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423601\",\"source_review_id\":\"UmF0aW5nLTM5NjE5NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\",\"type\":\"review\"}],\"text\":\"Historical reviews of Matthew Friedman: Students value Friedman's clear explanations, in-lecture project work, and helpful assignments, noting his patience and clear direction.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 708\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"source_record\":{\"entity_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"ECON 708\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"source_record\":{\"entity_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ECON 708\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"source_record\":{\"entity_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ECON 708\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"source_record\":{\"entity_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ECON 708\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"source_record\":{\"entity_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ECON 708\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"source_record\":{\"entity_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ECON 708\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"source_record\":{\"entity_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ECON 708\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"source_record\":{\"entity_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"MATTHEW FRIEDMAN is recorded teaching in Spring 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Spring 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 708\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"source_record\":{\"entity_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"ECON 708\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"source_record\":{\"entity_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"ECON 708\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"source_record\":{\"entity_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ECON 708\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"source_record\":{\"entity_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECON 708\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"source_record\":{\"entity_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 708\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"source_record\":{\"entity_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ECON 708\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"source_record\":{\"entity_id\":\"058fc5ef-e051-389f-ae55-73ada7ad463f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"RAYMOND DENECKERE is recorded teaching in Spring 2017, Spring 2018, Spring 2022, Fall 2022, Fall 2023, Spring 2024, Spring 2025. 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}]