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Instructors like Bret Larget and Victoria Mansfield were praised for clarity and support, while Chenliang Xu and Vivak Patel faced criticism for confusing lectures and heavy difficulty."},{"citations":[{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1254","type":"grade"},{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1262","type":"grade"},{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1264","type":"grade"}],"text":"Recent recorded grades — Spring 2025: 2.90 GPA, 37.6% A/AB (n=436 letter grades); Fall 2025: 3.06 GPA, 43.4% A/AB (n=511 letter grades); Spring 2026: 2.87 GPA, 37.2% A/AB (n=503 letter grades)."}],"student_experience":[{"citations":[{"instructor_name":"Liam Johnston","review_date":"2020-05-14 18:08:46 +0000 UTC","review_id":"d1923c572ef4edf419ec8dec","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2339530","source_review_id":"UmF0aW5nLTMzMjk1NzAw","source_url":"https://www.ratemyprofessors.com/professor/2339530","type":"review"},{"instructor_name":"Jana Ranson ","review_date":"2024-01-23 01:17:38 +0000 UTC","review_id":"117a6697680f85b10240a743","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2944171","source_review_id":"UmF0aW5nLTM4OTEzNDM2","source_url":"https://www.ratemyprofessors.com/professor/2944171","type":"review"},{"instructor_name":"Chenliang Xu","review_date":"2014-06-11 22:16:29 +0000 UTC","review_id":"db27d06392b67b1c8b6a2c9e","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1860769","source_review_id":"UmF0aW5nLTIzMzY1MzIw","source_url":"https://www.ratemyprofessors.com/professor/1860769","type":"review"},{"instructor_name":"Mitchell Paukner","review_date":"2019-12-26 22:25:26 +0000 UTC","review_id":"cc19a9f54d0fb3e33ef1c2ef","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2444781","source_review_id":"UmF0aW5nLTMyNzYxNDQx","source_url":"https://www.ratemyprofessors.com/professor/2444781","type":"review"}],"text":"Historical feedback suggests attending lectures and discussion sections with TAs like Liam Johnston. Some found slide-reading lectures by Jana Ranson and Chenliang Xu unhelpful, while Mitchell Paukner provided clear examples."}],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[{"citations":[{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1224","type":"grade"},{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":4,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1224","type":"grade"}],"text":"AMY BEYLER is recorded teaching in Spring 2022. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":3,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1124","type":"grade"}],"text":"CECILE ANE is recorded teaching in Spring 2012. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1142","type":"grade"},{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":3,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1144","type":"grade"}],"text":"CHENLIANG XU is recorded teaching in Fall 2013, Spring 2014. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":3,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1242","type":"grade"},{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":4,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1242","type":"grade"},{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":5,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1242","type":"grade"}],"text":"JANA RANSON is recorded teaching in Fall 2023. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":4,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1152","type":"grade"},{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1154","type":"grade"},{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1162","type":"grade"},{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":4,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1164","type":"grade"}],"text":"JOHN DAVIS is recorded teaching in Fall 2014, Spring 2015, Fall 2015, Spring 2016. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":3,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":4,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"MATTHEW BLOSS is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":5,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1202","type":"grade"}],"text":"MITCHELL PAUKNER is recorded teaching in Fall 2019. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1084","type":"grade"},{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":3,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1094","type":"grade"},{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1172","type":"grade"},{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":4,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1174","type":"grade"}],"text":"NICHOLAS STEPHEN KEULER is recorded teaching in Spring 2008, Spring 2009, Fall 2016, Spring 2017. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1192","type":"grade"}],"text":"SEAN KENT is recorded teaching in Fall 2018. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"},{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1264","type":"grade"}],"text":"SOUMEN GHOSH is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":3,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1254","type":"grade"},{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":3,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1264","type":"grade"}],"text":"VIVAK PATEL is recorded teaching in Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":3,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"},{"course_id":"STAT 371","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","source_record":{"entity_id":"130a1b1b-b47d-333f-853a-593c6af57c7a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1264","type":"grade"}],"text":"ZACHARY LECLAIRE is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule."}],"term_id":"1272","term_name":"2026 Fall","version":2},"requirements":{"nodes":[{"children":["n1","n2"],"condition":null,"course":null,"evidence":"(MATH 112and placed out ofMATH 113), (MATH 113and placed out ofMATH 112), (MATH 112and113),MATH 114, 171,211,221, or placement inMATH 221. 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