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Exams are hard but you learn a lot from them. If you like analytics and don't mind 8 am this is a great class.\",\"course_id\":\"CNSRSCI 301\",\"date\":\"2025-02-10 19:42:54 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6c76fd05364795e843fc11a1\",\"instructor_id\":\"rmp:2556649\",\"instructor_name\":\"Yiwei Zhang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNjU3NjU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2556649\"}],\"evidence_count\":1,\"review_ids\":[\"6c76fd05364795e843fc11a1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2556649\",\"name\":\"Yiwei Zhang\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"Students appreciate the professor's teaching style, with one noting she teaches statistics better than stats department professors.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"(I think) It was Professor Zhang's first semester at UW and she did such a great job! 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Reviewers also note that her exams are hard but effective for learning.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Yiwei Zhang\",\"review_date\":\"2025-02-10 19:42:54 +0000 UTC\",\"review_id\":\"6c76fd05364795e843fc11a1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2556649\",\"source_review_id\":\"UmF0aW5nLTQwNjU3NjU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2556649\",\"type\":\"review\"}],\"text\":\"Historical reviews of Yiwei Zhang: Yiwei Zhang teaches statistics effectively, making the class great for analytics enthusiasts despite hard exams and early 8 am sections.\"},{\"citations\":[{\"course_id\":\"CNSRSCI 301\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3e771c83-1958-3674-8f8b-909ed8f1d1d4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CNSRSCI 301\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3e771c83-1958-3674-8f8b-909ed8f1d1d4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CNSRSCI 301\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3e771c83-1958-3674-8f8b-909ed8f1d1d4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.42 GPA, 67.2% A/AB (n=61 letter grades); 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CNSRSCI 301\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3e771c83-1958-3674-8f8b-909ed8f1d1d4\",\"source_record\":{\"entity_id\":\"3e771c83-1958-3674-8f8b-909ed8f1d1d4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"CNSRSCI 301\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3e771c83-1958-3674-8f8b-909ed8f1d1d4\",\"source_record\":{\"entity_id\":\"3e771c83-1958-3674-8f8b-909ed8f1d1d4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"CNSRSCI 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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}]