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This reviewer also notes a hands-off grading style and challenges in applying examples to different contexts.\"},{\"citations\":[{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.46 GPA, 69.4% A/AB (n=36 letter grades); Fall 2025: 3.47 GPA, 72.7% A/AB (n=33 letter grades); Spring 2026: 3.72 GPA, 90.0% A/AB (n=30 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_05c51e51dfbeab703c25aeaf\",\"message\":\"No course-specific reviews available\",\"name\":\"Ming Pei\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_f0cd815c302d74748eeeee6d\",\"message\":\"No course-specific reviews available\",\"name\":\"Zhifeng Chen\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.83 GPA, 92.9% A/AB (n=127 letter grades); Fall 2025: 3.94 GPA, 96.2% A/AB (n=160 letter grades); Spring 2026: 3.95 GPA, 97.5% A/AB (n=161 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Bo Yang\",\"review_date\":\"2020-10-01 05:33:21 +0000 UTC\",\"review_id\":\"451f6f9b84f52eb12df270c9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2107418\",\"source_review_id\":\"UmF0aW5nLTMzNjcyNDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\",\"type\":\"review\"},{\"instructor_name\":\"John Gillett\",\"review_date\":\"2021-08-06 16:00:33 +0000 UTC\",\"review_id\":\"91430a1c0e58979452ff0122\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1567077\",\"source_review_id\":\"UmF0aW5nLTM1MDEwNzI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\",\"type\":\"review\"},{\"instructor_name\":\"John Gillett\",\"review_date\":\"2024-06-14 21:38:51 +0000 UTC\",\"review_id\":\"4bdec4b284dae4c8968e466e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1567077\",\"source_review_id\":\"UmF0aW5nLTM5NTcyNjkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\",\"type\":\"review\"}],\"text\":\"The course involves multiple quizzes, homework assignments, and an exam, with reviewers noting the workload is substantial despite the straightforward nature of the tasks.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Alexander Covington\",\"review_date\":\"2020-10-02 09:58:31 +0000 UTC\",\"review_id\":\"3894215b5148ea7fefc36e3e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2489613\",\"source_review_id\":\"UmF0aW5nLTMzNjc0NjQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2489613\",\"type\":\"review\"},{\"instructor_name\":\"Alexander Covington\",\"review_date\":\"2020-10-04 22:03:17 +0000 UTC\",\"review_id\":\"add386fb61fd3c96502c9600\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2489613\",\"source_review_id\":\"UmF0aW5nLTMzNjc3ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2489613\",\"type\":\"review\"},{\"instructor_name\":\"Alexander Covington\",\"review_date\":\"2020-10-04 22:16:30 +0000 UTC\",\"review_id\":\"8b010b29b755a83f8f4f7a0f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2489613\",\"source_review_id\":\"UmF0aW5nLTMzNjc3ODMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2489613\",\"type\":\"review\"}],\"text\":\"Historical reviews of Alexander Covington: Alexander Covington's course relies on self-learning via online videos, with exams covering extensive details from homework. Reviewers report extremely high workload, tough grading, and a lack of homework solutions or feedback, leading some to avoid subsequent courses.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"John Gillett\",\"review_date\":\"2020-05-28 02:07:06 +0000 UTC\",\"review_id\":\"b4c3b01cc6fa6104d1e10e45\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1567077\",\"source_review_id\":\"UmF0aW5nLTMzMzgwMDE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\",\"type\":\"review\"},{\"instructor_name\":\"John Gillett\",\"review_date\":\"2022-03-31 03:30:28 +0000 UTC\",\"review_id\":\"c30c087b50e941d17a5503ac\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1567077\",\"source_review_id\":\"UmF0aW5nLTM2MDAwMjQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\",\"type\":\"review\"},{\"instructor_name\":\"John Gillett\",\"review_date\":\"2024-07-02 14:15:14 +0000 UTC\",\"review_id\":\"f0528c77bcfcf630a815db8f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1567077\",\"source_review_id\":\"UmF0aW5nLTM5NjA1MzIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\",\"type\":\"review\"}],\"text\":\"John Gillett receives high praise for clear explanations, accessible support, and well-structured online materials, making the course manageable even for students with minimal coding experience.\"},{\"citations\":[{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.83 GPA, 92.9% A/AB (n=127 letter grades); Fall 2025: 3.86 GPA, 92.2% A/AB (n=193 letter grades); Spring 2026: 3.91 GPA, 96.3% A/AB (n=191 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Bo Yang\",\"review_date\":\"2019-10-23 17:27:30 +0000 UTC\",\"review_id\":\"7f851a190730e2c8de0221f9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2107418\",\"source_review_id\":\"UmF0aW5nLTMyMzExNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\",\"type\":\"review\"},{\"instructor_name\":\"Bo Yang\",\"review_date\":\"2021-11-01 17:27:44 +0000 UTC\",\"review_id\":\"fefe1877cdea0b8d7e1d3561\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2107418\",\"source_review_id\":\"UmF0aW5nLTM1MTc1MDQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\",\"type\":\"review\"},{\"instructor_name\":\"Bo Yang\",\"review_date\":\"2022-10-05 18:07:43 +0000 UTC\",\"review_id\":\"734149220df3fbfe9bcf4a90\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2107418\",\"source_review_id\":\"UmF0aW5nLTM2Njc5Nzk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\",\"type\":\"review\"},{\"instructor_name\":\"Bo Yang\",\"review_date\":\"2025-03-12 17:45:46 +0000 UTC\",\"review_id\":\"9e63c67807009c1388fb5c05\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2107418\",\"source_review_id\":\"UmF0aW5nLTQwNzYyNzQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\",\"type\":\"review\"}],\"text\":\"Bo Yang is frequently criticized for poor lecture quality, lack of accessibility, and dismissive communication, forcing students to rely heavily on self-study and external resources to succeed.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"}],\"text\":\"ALEXANDER COVINGTON is recorded teaching in Fall 2019, Fall 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"STAT 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JOHN GILLETT is recorded teaching in Fall 2024, Fall 2025, Spring 2026. 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