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Uses a lot of examples to cover material. Exam is fair.\",\"course_id\":\"STAT 351\",\"date\":\"2017-05-05 20:15:08 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"42ca790e088f269617a69e69\",\"instructor_id\":\"rmp:2217032\",\"instructor_name\":\"Dong Xia\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI4MjI3NTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2217032\"},{\"comment\":\"Gives good lectures. Notes are clear and with plenty of examples. Not too much HW and exams are pretty fair. 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The professor and TA were not accommodating in any way. \",\"course_id\":\"STAT 351\",\"date\":\"2024-05-06 01:08:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b2882ba7200c25b673f5a096\",\"instructor_id\":\"rmp:1839798\",\"instructor_name\":\"Chunming Zhang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MzcyNDUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\"},{\"comment\":\"Horrible teacher! 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The course covered nonparametric tests and kernel smoothing implementation.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Chunming Zhang\",\"review_date\":\"2022-05-17 06:12:38 +0000 UTC\",\"review_id\":\"67976f922ec17f9d2e5f0d5c\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1839798\",\"source_review_id\":\"UmF0aW5nLTM2MzU2NjIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\",\"type\":\"review\"},{\"instructor_name\":\"Chunming Zhang\",\"review_date\":\"2024-03-10 23:45:51 +0000 UTC\",\"review_id\":\"cea1d9f61bb466a5498af915\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1839798\",\"source_review_id\":\"UmF0aW5nLTM5MDM5NTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Chunming Zhang's lectures were described as dry, and the course did not provide slides or practice exams. 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Most of the class skip lectures.\\n\\nEverything is graded by the TA. The TA, Yongfeng Wu, is a harsh grader. The averages are high but at the same time many people get low grades(B and below). \\n\\nDon't listen to this guy below me. The midterm was \\\"easy\\\" but not representative. Many people have said this.\",\"course_id\":\"STAT 351\",\"date\":\"2022-05-17 06:12:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"67976f922ec17f9d2e5f0d5c\",\"instructor_id\":\"rmp:1839798\",\"instructor_name\":\"Chunming Zhang\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2MzU2NjIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\"},{\"comment\":\"Horrible teacher! She teaches to fail you not to teach you anything\",\"course_id\":\"STAT 351\",\"date\":\"2025-05-13 14:08:26 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"042b42e87a6a21995e0c0353\",\"instructor_id\":\"rmp:1839798\",\"instructor_name\":\"Chunming Zhang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjY1Mjg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\"}],\"evidence_count\":5,\"review_ids\":[\"42ca790e088f269617a69e69\",\"1c6f322496da9112180d978d\",\"6b9c801d6553a8deff7d94bf\",\"67976f922ec17f9d2e5f0d5c\",\"042b42e87a6a21995e0c0353\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1839798\",\"name\":\"Chunming Zhang\"},{\"id\":\"rmp:2217032\",\"name\":\"Dong Xia\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"Some students found lectures clear and informative, while others described them as dry or unhelpful.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Good lecturer. 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"STAT 351\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"724cf88a-3cb3-369e-94f4-5e88fac519c8\",\"source_record\":{\"entity_id\":\"724cf88a-3cb3-369e-94f4-5e88fac519c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 351\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"724cf88a-3cb3-369e-94f4-5e88fac519c8\",\"source_record\":{\"entity_id\":\"724cf88a-3cb3-369e-94f4-5e88fac519c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"JOSHUA CAPE is recorded teaching in Spring 2025. 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Uses a lot of examples to cover material. Exam is fair.\",\"course_id\":\"STAT 351\",\"date\":\"2017-05-05 20:15:08 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"42ca790e088f269617a69e69\",\"instructor_id\":\"rmp:2217032\",\"instructor_name\":\"Dong Xia\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI4MjI3NTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2217032\"},{\"comment\":\"Gives good lectures. Notes are clear and with plenty of examples. Not too much HW and exams are pretty fair. 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Most of the class skip lectures.\\n\\nEverything is graded by the TA. The TA, Yongfeng Wu, is a harsh grader. The averages are high but at the same time many people get low grades(B and below). \\n\\nDon't listen to this guy below me. The midterm was \\\"easy\\\" but not representative. Many people have said this.\",\"course_id\":\"STAT 351\",\"date\":\"2022-05-17 06:12:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"67976f922ec17f9d2e5f0d5c\",\"instructor_id\":\"rmp:1839798\",\"instructor_name\":\"Chunming Zhang\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2MzU2NjIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\"},{\"comment\":\"Horrible teacher! She teaches to fail you not to teach you anything\",\"course_id\":\"STAT 351\",\"date\":\"2025-05-13 14:08:26 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"042b42e87a6a21995e0c0353\",\"instructor_id\":\"rmp:1839798\",\"instructor_name\":\"Chunming Zhang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjY1Mjg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\"}],\"evidence_count\":5,\"review_ids\":[\"42ca790e088f269617a69e69\",\"1c6f322496da9112180d978d\",\"6b9c801d6553a8deff7d94bf\",\"67976f922ec17f9d2e5f0d5c\",\"042b42e87a6a21995e0c0353\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1839798\",\"name\":\"Chunming Zhang\"},{\"id\":\"rmp:2217032\",\"name\":\"Dong Xia\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"Some students found lectures clear and informative, while others described them as dry or unhelpful.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Good lecturer. 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Nonparametric analysis was very interesting. 2/3 of the class was learning nonparametric tests (runs, wilcoxin-rank sum, mann-whitney, etc) and 1/3 was learning how to do kernel smoothing and density and implementing them in code. Tests were very fair and the assignments was comprehensive but rewarding.\",\"course_id\":\"STAT 351\",\"date\":\"2018-12-28 00:59:01 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a82d468165c6caeb81973ed6\",\"instructor_id\":\"rmp:1839798\",\"instructor_name\":\"Chunming Zhang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTY1ODcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\"},{\"comment\":\"Her lectures are clear and down to the point, HW, Exams and projects are inline with the material she teaches and are not too difficult. Solid choice for a professor.\",\"course_id\":\"STAT 351\",\"date\":\"2021-05-01 02:58:57 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"6b9c801d6553a8deff7d94bf\",\"instructor_id\":\"rmp:1839798\",\"instructor_name\":\"Chunming Zhang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0NjczNDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\"},{\"comment\":\"Her lectures are dry but informative. Most of the class skip lectures.\\n\\nEverything is graded by the TA. The TA, Yongfeng Wu, is a harsh grader. The averages are high but at the same time many people get low grades(B and below). \\n\\nDon't listen to this guy below me. The midterm was \\\"easy\\\" but not representative. Many people have said this.\",\"course_id\":\"STAT 351\",\"date\":\"2022-05-17 06:12:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"67976f922ec17f9d2e5f0d5c\",\"instructor_id\":\"rmp:1839798\",\"instructor_name\":\"Chunming Zhang\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2MzU2NjIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\"},{\"comment\":\"No slides provided\\nNo practice exam provided\\nNot enough practice provided\\n\",\"course_id\":\"STAT 351\",\"date\":\"2024-03-10 23:45:51 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cea1d9f61bb466a5498af915\",\"instructor_id\":\"rmp:1839798\",\"instructor_name\":\"Chunming Zhang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MDM5NTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\"}],\"evidence_count\":6,\"review_ids\":[\"42ca790e088f269617a69e69\",\"1c6f322496da9112180d978d\",\"a82d468165c6caeb81973ed6\",\"6b9c801d6553a8deff7d94bf\",\"67976f922ec17f9d2e5f0d5c\",\"cea1d9f61bb466a5498af915\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1839798\",\"name\":\"Chunming Zhang\"},{\"id\":\"rmp:2217032\",\"name\":\"Dong Xia\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"Exams and homework were generally considered fair and aligned with material, though some students reported harsh grading by TAs and lack of practice materials.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Good lecturer. Uses a lot of examples to cover material. Exam is fair.\",\"course_id\":\"STAT 351\",\"date\":\"2017-05-05 20:15:08 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"42ca790e088f269617a69e69\",\"instructor_id\":\"rmp:2217032\",\"instructor_name\":\"Dong Xia\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI4MjI3NTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2217032\"},{\"comment\":\"Gives good lectures. Notes are clear and with plenty of examples. Not too much HW and exams are pretty fair. Very good overall.\",\"course_id\":\"STAT 351\",\"date\":\"2017-05-09 20:14:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1c6f322496da9112180d978d\",\"instructor_id\":\"rmp:2217032\",\"instructor_name\":\"Dong Xia\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI4MjY1MjUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2217032\"},{\"comment\":\"She is an amazing professor! Nonparametric analysis was very interesting. 2/3 of the class was learning nonparametric tests (runs, wilcoxin-rank sum, mann-whitney, etc) and 1/3 was learning how to do kernel smoothing and density and implementing them in code. Tests were very fair and the assignments was comprehensive but rewarding.\",\"course_id\":\"STAT 351\",\"date\":\"2018-12-28 00:59:01 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a82d468165c6caeb81973ed6\",\"instructor_id\":\"rmp:1839798\",\"instructor_name\":\"Chunming Zhang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTY1ODcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\"},{\"comment\":\"Her lectures are clear and down to the point, HW, Exams and projects are inline with the material she teaches and are not too difficult. Solid choice for a professor.\",\"course_id\":\"STAT 351\",\"date\":\"2021-05-01 02:58:57 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"6b9c801d6553a8deff7d94bf\",\"instructor_id\":\"rmp:1839798\",\"instructor_name\":\"Chunming Zhang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0NjczNDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\"},{\"comment\":\"Her lectures are dry but informative. Most of the class skip lectures.\\n\\nEverything is graded by the TA. The TA, Yongfeng Wu, is a harsh grader. The averages are high but at the same time many people get low grades(B and below). \\n\\nDon't listen to this guy below me. The midterm was \\\"easy\\\" but not representative. Many people have said this.\",\"course_id\":\"STAT 351\",\"date\":\"2022-05-17 06:12:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"67976f922ec17f9d2e5f0d5c\",\"instructor_id\":\"rmp:1839798\",\"instructor_name\":\"Chunming Zhang\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2MzU2NjIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\"},{\"comment\":\"harf to come to sense\\n\",\"course_id\":\"STAT 351\",\"date\":\"2024-03-10 23:43:22 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"df636330f2d3653cbad73d07\",\"instructor_id\":\"rmp:1839798\",\"instructor_name\":\"Chunming Zhang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MDM5NTg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\"},{\"comment\":\"No slides provided\\nNo practice exam provided\\nNot enough practice provided\\n\",\"course_id\":\"STAT 351\",\"date\":\"2024-03-10 23:45:51 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cea1d9f61bb466a5498af915\",\"instructor_id\":\"rmp:1839798\",\"instructor_name\":\"Chunming Zhang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MDM5NTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\"},{\"comment\":\"I was unable to attend weeks of lecture due to personal circumstances and had no ability to see the lecture material. The professor and TA were not accommodating in any way. \",\"course_id\":\"STAT 351\",\"date\":\"2024-05-06 01:08:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b2882ba7200c25b673f5a096\",\"instructor_id\":\"rmp:1839798\",\"instructor_name\":\"Chunming Zhang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MzcyNDUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\"},{\"comment\":\"Horrible teacher! She teaches to fail you not to teach you anything\",\"course_id\":\"STAT 351\",\"date\":\"2025-05-13 14:08:26 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"042b42e87a6a21995e0c0353\",\"instructor_id\":\"rmp:1839798\",\"instructor_name\":\"Chunming Zhang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjY1Mjg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\"}],\"evidence_count\":9,\"review_ids\":[\"42ca790e088f269617a69e69\",\"1c6f322496da9112180d978d\",\"a82d468165c6caeb81973ed6\",\"6b9c801d6553a8deff7d94bf\",\"67976f922ec17f9d2e5f0d5c\",\"df636330f2d3653cbad73d07\",\"cea1d9f61bb466a5498af915\",\"b2882ba7200c25b673f5a096\",\"042b42e87a6a21995e0c0353\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1839798\",\"name\":\"Chunming Zhang\"},{\"id\":\"rmp:2217032\",\"name\":\"Dong Xia\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"Reviews ranged from highly positive regarding the professor's clarity and fairness to extremely negative regarding teaching effectiveness and support.\"}]}","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_e960d322d17638a03f3d8a4b","course_id":"STAT 351","catalog_version_id":"729fc9686a8ab14a2479c6b0fcde85b96326d9958b8016e24546a2418ec6d67e","record_version_id":"9f9777eeb61168c9d2553f6b01039081a5bbf5d8c87a804e9d67e175b874c0e1","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"b9dd5c84121c062d66a28f4d804d604c25f64226441658ed28596feef2112fbc","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"b7a8752acbb095ee6214e0c567bc9aecdb966f387e4a01bf7592db3ebbe46073\",\"course_id\":\"STAT 351\",\"current_instructors\":[{\"instructor_uid\":\"instructor_4cd87546b6a882bbee735170\",\"message\":\"No course-specific reviews available\",\"name\":\"Joshua Cape\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2835627\",\"summary\":[{\"citations\":[{\"course_id\":\"STAT 351\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"724cf88a-3cb3-369e-94f4-5e88fac519c8\",\"source_record\":{\"entity_id\":\"724cf88a-3cb3-369e-94f4-5e88fac519c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.46 GPA, 67.2% A/AB (n=58 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_e74c46af9c66fffb414a4a97\",\"message\":\"No course-specific reviews available\",\"name\":\"Kyungjin Sohn\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Chunming Zhang\",\"review_date\":\"2018-12-28 00:59:01 +0000 UTC\",\"review_id\":\"a82d468165c6caeb81973ed6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1839798\",\"source_review_id\":\"UmF0aW5nLTMxMTY1ODcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\",\"type\":\"review\"},{\"instructor_name\":\"Chunming Zhang\",\"review_date\":\"2021-05-01 02:58:57 +0000 UTC\",\"review_id\":\"6b9c801d6553a8deff7d94bf\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1839798\",\"source_review_id\":\"UmF0aW5nLTM0NjczNDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\",\"type\":\"review\"},{\"instructor_name\":\"Chunming Zhang\",\"review_date\":\"2022-05-17 06:12:38 +0000 UTC\",\"review_id\":\"67976f922ec17f9d2e5f0d5c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1839798\",\"source_review_id\":\"UmF0aW5nLTM2MzU2NjIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\",\"type\":\"review\"},{\"instructor_name\":\"Chunming Zhang\",\"review_date\":\"2024-03-10 23:45:51 +0000 UTC\",\"review_id\":\"cea1d9f61bb466a5498af915\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1839798\",\"source_review_id\":\"UmF0aW5nLTM5MDM5NTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\",\"type\":\"review\"}],\"text\":\"Historical reviews of Chunming Zhang: Assignments and projects are generally inline with lectures and comprehensive, but students note a lack of practice materials and exams that may not reflect course content.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Dong Xia\",\"review_date\":\"2017-05-05 20:15:08 +0000 UTC\",\"review_id\":\"42ca790e088f269617a69e69\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2217032\",\"source_review_id\":\"UmF0aW5nLTI4MjI3NTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2217032\",\"type\":\"review\"},{\"instructor_name\":\"Dong Xia\",\"review_date\":\"2017-05-09 20:14:38 +0000 UTC\",\"review_id\":\"1c6f322496da9112180d978d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2217032\",\"source_review_id\":\"UmF0aW5nLTI4MjY1MjUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2217032\",\"type\":\"review\"}],\"text\":\"Historical reviews of Dong Xia: Dong Xia is described as a good lecturer who uses many examples and provides clear notes. Reviewers found his exams fair and homework manageable, characterizing the course as a very good overall experience under his instruction.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Dong Xia\",\"review_date\":\"2017-05-05 20:15:08 +0000 UTC\",\"review_id\":\"42ca790e088f269617a69e69\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2217032\",\"source_review_id\":\"UmF0aW5nLTI4MjI3NTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2217032\",\"type\":\"review\"},{\"instructor_name\":\"Dong Xia\",\"review_date\":\"2017-05-09 20:14:38 +0000 UTC\",\"review_id\":\"1c6f322496da9112180d978d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2217032\",\"source_review_id\":\"UmF0aW5nLTI4MjY1MjUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2217032\",\"type\":\"review\"},{\"instructor_name\":\"Chunming Zhang\",\"review_date\":\"2018-12-28 00:59:01 +0000 UTC\",\"review_id\":\"a82d468165c6caeb81973ed6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1839798\",\"source_review_id\":\"UmF0aW5nLTMxMTY1ODcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\",\"type\":\"review\"},{\"instructor_name\":\"Chunming Zhang\",\"review_date\":\"2021-05-01 02:58:57 +0000 UTC\",\"review_id\":\"6b9c801d6553a8deff7d94bf\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1839798\",\"source_review_id\":\"UmF0aW5nLTM0NjczNDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\",\"type\":\"review\"},{\"instructor_name\":\"Chunming Zhang\",\"review_date\":\"2022-05-17 06:12:38 +0000 UTC\",\"review_id\":\"67976f922ec17f9d2e5f0d5c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1839798\",\"source_review_id\":\"UmF0aW5nLTM2MzU2NjIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\",\"type\":\"review\"},{\"instructor_name\":\"Chunming Zhang\",\"review_date\":\"2024-05-06 01:08:48 +0000 UTC\",\"review_id\":\"b2882ba7200c25b673f5a096\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1839798\",\"source_review_id\":\"UmF0aW5nLTM5MzcyNDUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\",\"type\":\"review\"}],\"text\":\"Overall, historical reviews for Dong Xia and Chunming Zhang highlight clear lectures and fair exams, though recent feedback for Zhang emphasizes dry lectures and unaccommodating policies.\"},{\"citations\":[{\"course_id\":\"STAT 351\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"724cf88a-3cb3-369e-94f4-5e88fac519c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"STAT 351\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"724cf88a-3cb3-369e-94f4-5e88fac519c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"STAT 351\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"724cf88a-3cb3-369e-94f4-5e88fac519c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2023: 3.24 GPA, 52.5% A/AB (n=61 letter grades); Spring 2024: 3.27 GPA, 54.8% A/AB (n=62 letter grades); Spring 2025: 3.46 GPA, 67.2% A/AB (n=58 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Dong Xia\",\"review_date\":\"2017-05-05 20:15:08 +0000 UTC\",\"review_id\":\"42ca790e088f269617a69e69\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2217032\",\"source_review_id\":\"UmF0aW5nLTI4MjI3NTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2217032\",\"type\":\"review\"},{\"instructor_name\":\"Dong Xia\",\"review_date\":\"2017-05-09 20:14:38 +0000 UTC\",\"review_id\":\"1c6f322496da9112180d978d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2217032\",\"source_review_id\":\"UmF0aW5nLTI4MjY1MjUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2217032\",\"type\":\"review\"},{\"instructor_name\":\"Chunming Zhang\",\"review_date\":\"2022-05-17 06:12:38 +0000 UTC\",\"review_id\":\"67976f922ec17f9d2e5f0d5c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1839798\",\"source_review_id\":\"UmF0aW5nLTM2MzU2NjIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\",\"type\":\"review\"},{\"instructor_name\":\"Chunming Zhang\",\"review_date\":\"2024-03-10 23:45:51 +0000 UTC\",\"review_id\":\"cea1d9f61bb466a5498af915\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1839798\",\"source_review_id\":\"UmF0aW5nLTM5MDM5NTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\",\"type\":\"review\"},{\"instructor_name\":\"Chunming Zhang\",\"review_date\":\"2024-05-06 01:08:48 +0000 UTC\",\"review_id\":\"b2882ba7200c25b673f5a096\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1839798\",\"source_review_id\":\"UmF0aW5nLTM5MzcyNDUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1839798\",\"type\":\"review\"}],\"text\":\"Historical reviews of Chunming Zhang, Dong Xia: Students appreciate clear examples and informative material, but recent experiences cite frustration with dry lectures, harsh TA grading, and limited access to lecture slides or recordings.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"STAT 351\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"724cf88a-3cb3-369e-94f4-5e88fac519c8\",\"source_record\":{\"entity_id\":\"724cf88a-3cb3-369e-94f4-5e88fac519c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"DONG XIA is recorded teaching in Spring 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"STAT 351\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"724cf88a-3cb3-369e-94f4-5e88fac519c8\",\"source_record\":{\"entity_id\":\"724cf88a-3cb3-369e-94f4-5e88fac519c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 351\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"724cf88a-3cb3-369e-94f4-5e88fac519c8\",\"source_record\":{\"entity_id\":\"724cf88a-3cb3-369e-94f4-5e88fac519c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"JOSHUA CAPE is recorded teaching in 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":false}]