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Lauren Lewis was praised for fostering long-term retention and being personable, though papers and quizzes were noted as challenging. 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Many describe the course as an easy A but tedious or boring, with significant frustration over last-minute assignments and unclear instructions."},{"citations":[{"course_id":"HDFS 474","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"02431d68-6362-3b65-b93c-192c32658560","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1254","type":"grade"},{"course_id":"HDFS 474","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"02431d68-6362-3b65-b93c-192c32658560","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1262","type":"grade"},{"course_id":"HDFS 474","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"02431d68-6362-3b65-b93c-192c32658560","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1264","type":"grade"}],"text":"Recent recorded grades — Spring 2025: 3.74 GPA, 88.5% A/AB (n=78 letter grades); Fall 2025: 3.79 GPA, 92.3% A/AB (n=39 letter grades); Spring 2026: 3.38 GPA, 74.4% A/AB (n=39 letter grades)."}],"student_experience":[{"citations":[{"instructor_name":"Polina Levchenko","review_date":"2020-04-09 01:29:23 +0000 UTC","review_id":"818bd89f19ce717d6f8efd71","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2442060","source_review_id":"UmF0aW5nLTMzMDM3MTE4","source_url":"https://www.ratemyprofessors.com/professor/2442060","type":"review"},{"instructor_name":"Polina Levchenko","review_date":"2020-06-11 16:57:46 +0000 UTC","review_id":"9230d342c98e2cdaf929e2ce","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2442060","source_review_id":"UmF0aW5nLTMzNDI3NzE4","source_url":"https://www.ratemyprofessors.com/professor/2442060","type":"review"},{"instructor_name":"Polina Levchenko","review_date":"2023-11-28 15:38:49 +0000 UTC","review_id":"00ddf6eb564547364159e3f2","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2442060","source_review_id":"UmF0aW5nLTM4NDUwNDIw","source_url":"https://www.ratemyprofessors.com/professor/2442060","type":"review"},{"instructor_name":"Polina Levchenko","review_date":"2024-05-08 05:34:47 +0000 UTC","review_id":"41691587e1889387304519bb","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2442060","source_review_id":"UmF0aW5nLTM5NDAzMDEz","source_url":"https://www.ratemyprofessors.com/professor/2442060","type":"review"},{"instructor_name":"Polina Levchenko","review_date":"2025-11-18 23:29:03 +0000 UTC","review_id":"d6edc97c2bc849da7c5c911f","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2442060","source_review_id":"UmF0aW5nLTQxODk3MDQ5","source_url":"https://www.ratemyprofessors.com/professor/2442060","type":"review"},{"instructor_name":"Polina Levchenko","review_date":"2026-04-23 18:13:37 +0000 UTC","review_id":"f686baeabd04ded9a4ac5bc0","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2442060","source_review_id":"UmF0aW5nLTQyOTE0OTkz","source_url":"https://www.ratemyprofessors.com/professor/2442060","type":"review"}],"text":"Students report that the class is easy to pass with participation but often boring and frustrating due to poor communication. While one reviewer found Levchenko supportive, others noted minimal feedback, lack of email responsiveness, and confusing syllabus details that left them constantly unsure of expectations."}],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[{"citations":[{"course_id":"HDFS 474","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"02431d68-6362-3b65-b93c-192c32658560","source_record":{"entity_id":"02431d68-6362-3b65-b93c-192c32658560","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1124","type":"grade"}],"text":"DONDIENEITA FLEARY-SIMMONS is recorded teaching in Spring 2012. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"HDFS 474","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"02431d68-6362-3b65-b93c-192c32658560","source_record":{"entity_id":"02431d68-6362-3b65-b93c-192c32658560","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1164","type":"grade"},{"course_id":"HDFS 474","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"02431d68-6362-3b65-b93c-192c32658560","source_record":{"entity_id":"02431d68-6362-3b65-b93c-192c32658560","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1172","type":"grade"},{"course_id":"HDFS 474","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"02431d68-6362-3b65-b93c-192c32658560","source_record":{"entity_id":"02431d68-6362-3b65-b93c-192c32658560","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1174","type":"grade"}],"text":"LAUREN LEWIS is recorded teaching in Spring 2016, Fall 2016, Spring 2017. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"HDFS 474","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"02431d68-6362-3b65-b93c-192c32658560","source_record":{"entity_id":"02431d68-6362-3b65-b93c-192c32658560","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1172","type":"grade"},{"course_id":"HDFS 474","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"02431d68-6362-3b65-b93c-192c32658560","source_record":{"entity_id":"02431d68-6362-3b65-b93c-192c32658560","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1174","type":"grade"},{"course_id":"HDFS 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Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"HDFS 474","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"02431d68-6362-3b65-b93c-192c32658560","source_record":{"entity_id":"02431d68-6362-3b65-b93c-192c32658560","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1182","type":"grade"},{"course_id":"HDFS 474","run_id":"20260907T155543-ce3781c4","section_number":3,"source_course_id":"02431d68-6362-3b65-b93c-192c32658560","source_record":{"entity_id":"02431d68-6362-3b65-b93c-192c32658560","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1184","type":"grade"}],"text":"STACY RIERSON is recorded teaching in Fall 2017, Spring 2018. 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