[{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_801a8dc807b21e1c6c93cc3f","course_id":"GENBUS 306","catalog_version_id":"2212146b11ae3ca0504ca859b09105a2106db04f2c73cbde50bc2f7af9d1af50","record_version_id":"361d1e67308afd096f7907d732a8fd25ea99a61645785f52ab5b44ccc3a4eacc","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"361fe2a5d7103e8e6c5a573a40e74644b5460e4f651c3c9af3ee9de92a6c3afc","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"best professor ever! just finished module 1 (the class is split into parts and she only teaches one part) and the group case was hard, lots of excel, but clear directions and sort of interesting. anita made me feel like i could actually learn statistics. she also tried hard to make the class engaging and is easy to talk to and very fair.\",\"course_id\":\"GENBUS 306\",\"date\":\"2016-10-23 19:58:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"916e5948bc3fe9ecd3c0858d\",\"instructor_id\":\"rmp:2098854\",\"instructor_name\":\"Anita Mukherjee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3MDY4MzMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2098854\"},{\"comment\":\"Crabb makes a sometimes boring topic very interesting and relevant. He has real world experience so can easily connect to the material he is teaching and explains how it is used in real life. The cases are manageable.  Exam is sort of difficult but the class is curved. I recommend this professor as he is very passionate about the subject.\",\"course_id\":\"GENBUS 306\",\"date\":\"2017-05-13 23:21:21 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ee1909c1199a95ae08febef1\",\"instructor_id\":\"rmp:2130030\",\"instructor_name\":\"Richard Crabb\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4MzA1ODI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2130030\"},{\"comment\":\"Professor Mukherjee has been the most concise, enthusiastic, and effective educator of all my instructors at UW-Madison. She has laid a great foundation for clearly relevant skills needed for data analysis of any field. I would recommend this instructor to any student using data.\",\"course_id\":\"GENBUS 306\",\"date\":\"2020-10-06 19:22:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a90cc4f27f3c04f8f3fa3d2b\",\"instructor_id\":\"rmp:2098854\",\"instructor_name\":\"Anita Mukherjee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzNjgyMTg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2098854\"},{\"comment\":\"Teaches the first third of class. Easily the best professor of the three. Great explanations and energy in her videos that I felt it was good instruction even during this online learning situation. Super understanding as well as I had an issue with my computer for the case study, and she let me have extra time. Easy class if you took AP Stats\",\"course_id\":\"GENBUS 306\",\"date\":\"2020-12-19 00:48:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"00ed6d55bce06587099263be\",\"instructor_id\":\"rmp:2098854\",\"instructor_name\":\"Anita Mukherjee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTQzMDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2098854\"},{\"comment\":\"GenBus306 is a hard class, but Richard Crabb made it enjoyable for me. He has a ton of industry experience in analytics & is open to sharing stories while also teaching the course content well. I email him a lot w/ questions lol, & he always explains things rly well & makes me enjoy learning. Honestly one of the best profs in the entire B-school.\",\"course_id\":\"GENBUS 306\",\"date\":\"2024-04-21 02:34:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0ca95a9941e1ba497a734a2a\",\"instructor_id\":\"rmp:2130030\",\"instructor_name\":\"Richard Crabb\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MjE5MTUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2130030\"},{\"comment\":\"Best professor I've had at Madison by far. His lectures are interesting and engaging and made me want to come to class. Exams aren't easy, but if you go to class and do the homework, you'll be fine. There's a generous curve and two case studies. If you're confused on anything, go to office hours and he'll walk through the problem step by step.\",\"course_id\":\"GENBUS 306\",\"date\":\"2024-11-19 19:19:01 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5d2e55079044ccc0c1430481\",\"instructor_id\":\"rmp:2130030\",\"instructor_name\":\"Richard Crabb\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5OTgyNjEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2130030\"},{\"comment\":\"You can immediately tell he is perfect for teaching a tough statistics class like this. He ensures this class will turn out well for everyone, even if you haven't taken statistics before. The lectures are clear; he sometimes makes funny jokes and is very flexible. His take-away messages from this class are things I won't forget during my time here.\",\"course_id\":\"GENBUS 306\",\"date\":\"2024-12-23 20:01:37 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e217dcf711208defba57ce8d\",\"instructor_id\":\"rmp:2130030\",\"instructor_name\":\"Richard Crabb\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNDI0NzMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2130030\"},{\"comment\":\"I actually really loved Professor Crabb. His sense of humor was right up my alley as he'd go on tangents telling stories about his family or his old jobs. He was always VERY responsive and VERY helpful whenever I emailed him, even after the new professor started teaching, and he's great at explaining things. Would 100% take a class with him again! \",\"course_id\":\"GENBUS 306\",\"date\":\"2025-12-22 04:47:09 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"09a7a16275fcc0b1f097c1c5\",\"instructor_id\":\"rmp:2130030\",\"instructor_name\":\"Richard Crabb\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMzcyNjU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2130030\"},{\"comment\":\"Crabb is amazing and he cares about his students. The class is weighted mostly in exams and excel cases, but the class structure makes it very easy to do well in both if you prepare. If you miss class, there are videos with all of the day's content on Canvas, and if you do go, Crabb will be pretty clear about the questions you'll see on the exams.\",\"course_id\":\"GENBUS 306\",\"date\":\"2026-05-08 14:42:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"273b8d34d86ace52d972b261\",\"instructor_id\":\"rmp:2130030\",\"instructor_name\":\"Richard Crabb\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQzMDcwMzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2130030\"}],\"evidence_count\":9,\"review_ids\":[\"916e5948bc3fe9ecd3c0858d\",\"ee1909c1199a95ae08febef1\",\"a90cc4f27f3c04f8f3fa3d2b\",\"00ed6d55bce06587099263be\",\"0ca95a9941e1ba497a734a2a\",\"5d2e55079044ccc0c1430481\",\"e217dcf711208defba57ce8d\",\"09a7a16275fcc0b1f097c1c5\",\"273b8d34d86ace52d972b261\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2098854\",\"name\":\"Anita Mukherjee\"},{\"id\":\"rmp:2130030\",\"name\":\"Richard Crabb\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"summary\":\"Professors like Richard Crabb and Anita Mukherjee are praised for clear explanations, engaging lectures, and helpful office hours, though some students found lecture notes hard to follow.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"best professor ever! just finished module 1 (the class is split into parts and she only teaches one part) and the group case was hard, lots of excel, but clear directions and sort of interesting. anita made me feel like i could actually learn statistics. she also tried hard to make the class engaging and is easy to talk to and very fair.\",\"course_id\":\"GENBUS 306\",\"date\":\"2016-10-23 19:58:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"916e5948bc3fe9ecd3c0858d\",\"instructor_id\":\"rmp:2098854\",\"instructor_name\":\"Anita Mukherjee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3MDY4MzMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2098854\"},{\"comment\":\"I took this class when the curriculum changed and we were required to do the cases by ourselves. A lot of work and focus is needed to do well on the case on your own. I struggled since I was not very familiar with Excel. Anita gave great videos to help with it, and was very knowledgeable about analytics. Don't put the cases off!\",\"course_id\":\"GENBUS 306\",\"date\":\"2017-10-17 13:26:58 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"67dea3859606bba912a1d3bb\",\"instructor_id\":\"rmp:2098854\",\"instructor_name\":\"Anita Mukherjee\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI4NzUxNTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2098854\"},{\"comment\":\"Fast grader, but need to do a lot of additional work work to actually learn and master the material for the difficult tests.\",\"course_id\":\"GENBUS 306\",\"date\":\"2018-01-04 14:48:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b90764c57b54a6c222846c6a\",\"instructor_id\":\"rmp:2098854\",\"instructor_name\":\"Anita Mukherjee\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5Mzg4MjY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2098854\"},{\"comment\":\"All exam content is learned through lecture videos and notes. Gives plenty of examples and practice problems if you don't understand. Is pretty easy if you've taken stats before. Case studies require a lot of time but you have plenty of resources to figure out how to complete them(except the grading on the write-up by the TA's is a bit subjective).\",\"course_id\":\"GENBUS 306\",\"date\":\"2021-05-06 02:47:44 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c213329618b8e36df42a7bc0\",\"instructor_id\":\"rmp:2130030\",\"instructor_name\":\"Richard Crabb\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NzE4NjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2130030\"},{\"comment\":\"Crabb was funny, nice, and understanding. Expectations for class were explicit, with weekly lectures, homework, and a quiz. Lectures relevant and broken down into short vids. Exams/quizzes were challenging, but not impossible. Casework was a diffucult but TAs/Crabb always available for help. Needed to work for good grade, but great prof for GenBus.\",\"course_id\":\"GENBUS 306\",\"date\":\"2021-05-17 14:23:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"611b0283416f740236473364\",\"instructor_id\":\"rmp:2130030\",\"instructor_name\":\"Richard Crabb\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0ODA3ODg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2130030\"},{\"comment\":\"The excel cases are pretty easy except the write up takes a lot of time. Office hours really helps for the cases. Quizzes were open note, difficult sometimes. Probability was confusing and overly difficult for no reason. \",\"course_id\":\"GENBUS 306\",\"date\":\"2023-12-23 04:24:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5027a2de6f981d4d6d141c40\",\"instructor_id\":\"rmp:2130030\",\"instructor_name\":\"Richard Crabb\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4NzgxOTY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2130030\"},{\"comment\":\"Need to attend lecture to understand what's going on, lecture slides alone do not offer much information. Go to office hours for help on the excel cases. Make sure to start the writeup early since it takes a while. Professor Bavafa was very nice and funny during lectures. \",\"course_id\":\"GENBUS 306\",\"date\":\"2023-12-23 04:26:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3838bfc4db1703c97f622b36\",\"instructor_id\":\"rmp:2098856\",\"instructor_name\":\"Hessam Bavafa\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4NzgxOTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2098856\"}],\"evidence_count\":7,\"review_ids\":[\"916e5948bc3fe9ecd3c0858d\",\"67dea3859606bba912a1d3bb\",\"b90764c57b54a6c222846c6a\",\"c213329618b8e36df42a7bc0\",\"611b0283416f740236473364\",\"5027a2de6f981d4d6d141c40\",\"3838bfc4db1703c97f622b36\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2098854\",\"name\":\"Anita Mukherjee\"},{\"id\":\"rmp:2098856\",\"name\":\"Hessam Bavafa\"},{\"id\":\"rmp:2130030\",\"name\":\"Richard Crabb\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"The workload involves difficult Excel case studies and challenging exams, but the class is often considered manageable if students attend lectures, do homework, and utilize office hours.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Great lecturer. No graded homework or quizzes. No textbook used for the class. The exam is extremely hard. No final. He was funny.\",\"course_id\":\"GENBUS 306\",\"date\":\"2016-11-30 21:47:51 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"55b092c4d23faa019b82c405\",\"instructor_id\":\"rmp:2130030\",\"instructor_name\":\"Richard Crabb\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3MjkyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2130030\"},{\"comment\":\"Crabb makes a sometimes boring topic very interesting and relevant. He has real world experience so can easily connect to the material he is teaching and explains how it is used in real life. The cases are manageable.  Exam is sort of difficult but the class is curved. I recommend this professor as he is very passionate about the subject.\",\"course_id\":\"GENBUS 306\",\"date\":\"2017-05-13 23:21:21 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ee1909c1199a95ae08febef1\",\"instructor_id\":\"rmp:2130030\",\"instructor_name\":\"Richard Crabb\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4MzA1ODI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2130030\"},{\"comment\":\"Richard is a great professor, the material is difficult but he tries to make real life connections and answer questions to the best of his ability.\",\"course_id\":\"GENBUS 306\",\"date\":\"2018-01-04 14:50:09 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"8b91496043d69da36aff28ab\",\"instructor_id\":\"rmp:2130030\",\"instructor_name\":\"Richard Crabb\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5Mzg4Mjc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2130030\"},{\"comment\":\"Overall Professor Richard held inspirational lectures and the practice problems are really helpful. Do the practice problems early will help you survive the exams!\",\"course_id\":\"GENBUS 306\",\"date\":\"2018-05-18 03:35:37 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"60634ca80aba6e7c182d8705\",\"instructor_id\":\"rmp:2130030\",\"instructor_name\":\"Richard Crabb\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwMTQzNTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2130030\"},{\"comment\":\"All exam content is learned through lecture videos and notes. Gives plenty of examples and practice problems if you don't understand. Is pretty easy if you've taken stats before. Case studies require a lot of time but you have plenty of resources to figure out how to complete them(except the grading on the write-up by the TA's is a bit subjective).\",\"course_id\":\"GENBUS 306\",\"date\":\"2021-05-06 02:47:44 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c213329618b8e36df42a7bc0\",\"instructor_id\":\"rmp:2130030\",\"instructor_name\":\"Richard Crabb\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NzE4NjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2130030\"},{\"comment\":\"Crabb was funny, nice, and understanding. Expectations for class were explicit, with weekly lectures, homework, and a quiz. Lectures relevant and broken down into short vids. Exams/quizzes were challenging, but not impossible. Casework was a diffucult but TAs/Crabb always available for help. Needed to work for good grade, but great prof for GenBus.\",\"course_id\":\"GENBUS 306\",\"date\":\"2021-05-17 14:23:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"611b0283416f740236473364\",\"instructor_id\":\"rmp:2130030\",\"instructor_name\":\"Richard Crabb\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0ODA3ODg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2130030\"},{\"comment\":\"The excel cases are pretty easy except the write up takes a lot of time. Office hours really helps for the cases. Quizzes were open note, difficult sometimes. Probability was confusing and overly difficult for no reason. \",\"course_id\":\"GENBUS 306\",\"date\":\"2023-12-23 04:24:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5027a2de6f981d4d6d141c40\",\"instructor_id\":\"rmp:2130030\",\"instructor_name\":\"Richard Crabb\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4NzgxOTY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2130030\"}],\"evidence_count\":7,\"review_ids\":[\"55b092c4d23faa019b82c405\",\"ee1909c1199a95ae08febef1\",\"8b91496043d69da36aff28ab\",\"60634ca80aba6e7c182d8705\",\"c213329618b8e36df42a7bc0\",\"611b0283416f740236473364\",\"5027a2de6f981d4d6d141c40\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2130030\",\"name\":\"Richard Crabb\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are described as difficult but often curved, with practice problems and previous exams available. Case studies require significant time for write-ups.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Crabb was funny, nice, and understanding. Expectations for class were explicit, with weekly lectures, homework, and a quiz. Lectures relevant and broken down into short vids. Exams/quizzes were challenging, but not impossible. Casework was a diffucult but TAs/Crabb always available for help. Needed to work for good grade, but great prof for GenBus.\",\"course_id\":\"GENBUS 306\",\"date\":\"2021-05-17 14:23:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"611b0283416f740236473364\",\"instructor_id\":\"rmp:2130030\",\"instructor_name\":\"Richard Crabb\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0ODA3ODg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2130030\"},{\"comment\":\"The class is basically a review of AP Stats from high school, but Hessam was definitely the best of the three professors this semester. Made an effort to make the class interesting/funny. The exams were easy, while the cases required some time (especially the report). Discussions were a waste of time (but not mandatory).\",\"course_id\":\"GENBUS 306\",\"date\":\"2022-12-28 21:04:28 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"ae6e60f3a4996444442d087b\",\"instructor_id\":\"rmp:2098856\",\"instructor_name\":\"Hessam Bavafa\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3MjU2NDEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2098856\"},{\"comment\":\"This class is AP Stats - but easier.\\n\\nAnita definitely cares about her students. One of the better professors this semester. She made the midterm exam, which was extremely easy (open note and open internet). Discussion was a waste of time (not mandatory) but did provide practice exam questions. A good change of pace when she took over the class.\",\"course_id\":\"GENBUS 306\",\"date\":\"2022-12-28 21:09:13 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"791fd6ac02bd6484b22bf4b2\",\"instructor_id\":\"rmp:2098854\",\"instructor_name\":\"Anita Mukherjee\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3MjU2NDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2098854\"}],\"evidence_count\":3,\"review_ids\":[\"611b0283416f740236473364\",\"ae6e60f3a4996444442d087b\",\"791fd6ac02bd6484b22bf4b2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2098854\",\"name\":\"Anita Mukherjee\"},{\"id\":\"rmp:2098856\",\"name\":\"Hessam Bavafa\"},{\"id\":\"rmp:2130030\",\"name\":\"Richard Crabb\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"The course structure with weekly lectures, homework, and quizzes is generally well-received, though some students found discussions unnecessary.\"}]}","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_801a8dc807b21e1c6c93cc3f","course_id":"GENBUS 306","catalog_version_id":"2212146b11ae3ca0504ca859b09105a2106db04f2c73cbde50bc2f7af9d1af50","record_version_id":"361d1e67308afd096f7907d732a8fd25ea99a61645785f52ab5b44ccc3a4eacc","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"361fe2a5d7103e8e6c5a573a40e74644b5460e4f651c3c9af3ee9de92a6c3afc","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"592e8b1dc2c8eb86a943fe768479e12aea915945b90b90c328b07db922cb7f0e\",\"course_id\":\"GENBUS 306\",\"current_instructors\":[{\"instructor_uid\":\"instructor_2c6caf48eb75772abbb9c381\",\"message\":\"Summary generation failed\",\"name\":\"Hessam 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Reviewers praise his clarity and flexibility, noting he wants everyone to succeed. The course material is described as challenging, but his engaging style makes the class interesting.\"},{\"citations\":[{\"instructor_name\":\"Richard Crabb\",\"review_date\":\"2018-05-18 03:35:37 +0000 UTC\",\"review_id\":\"60634ca80aba6e7c182d8705\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2130030\",\"source_review_id\":\"UmF0aW5nLTMwMTQzNTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2130030\",\"type\":\"review\"},{\"instructor_name\":\"Richard Crabb\",\"review_date\":\"2021-05-06 02:47:44 +0000 UTC\",\"review_id\":\"c213329618b8e36df42a7bc0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2130030\",\"source_review_id\":\"UmF0aW5nLTM0NzE4NjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2130030\",\"type\":\"review\"},{\"instructor_name\":\"Richard Crabb\",\"review_date\":\"2026-05-06 02:38:43 +0000 UTC\",\"review_id\":\"fa99cf77bc1877d21d21b753\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2130030\",\"source_review_id\":\"UmF0aW5nLTQzMDQwOTQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2130030\",\"type\":\"review\"},{\"instructor_name\":\"Richard Crabb\",\"review_date\":\"2026-05-08 14:42:20 +0000 UTC\",\"review_id\":\"273b8d34d86ace52d972b261\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2130030\",\"source_review_id\":\"UmF0aW5nLTQzMDcwMzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2130030\",\"type\":\"review\"}],\"text\":\"Crabb provides extensive practice problems and lecture videos, which reviewers find helpful for exam preparation. The course relies on exams and Excel case studies. While the material is challenging, consistent work on cases and practice problems leads to success.\"},{\"citations\":[{\"course_id\":\"GENBUS 306\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"b83fd98c-d07b-3eac-a6cb-c435610fc7ca\",\"source_record\":{\"entity_id\":\"b83fd98c-d07b-3eac-a6cb-c435610fc7ca\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 306\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b83fd98c-d07b-3eac-a6cb-c435610fc7ca\",\"source_record\":{\"entity_id\":\"b83fd98c-d07b-3eac-a6cb-c435610fc7ca\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 306\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b83fd98c-d07b-3eac-a6cb-c435610fc7ca\",\"source_record\":{\"entity_id\":\"b83fd98c-d07b-3eac-a6cb-c435610fc7ca\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 306\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"b83fd98c-d07b-3eac-a6cb-c435610fc7ca\",\"source_record\":{\"entity_id\":\"b83fd98c-d07b-3eac-a6cb-c435610fc7ca\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 306\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"b83fd98c-d07b-3eac-a6cb-c435610fc7ca\",\"source_record\":{\"entity_id\":\"b83fd98c-d07b-3eac-a6cb-c435610fc7ca\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 306\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b83fd98c-d07b-3eac-a6cb-c435610fc7ca\",\"source_record\":{\"entity_id\":\"b83fd98c-d07b-3eac-a6cb-c435610fc7ca\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 306\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"b83fd98c-d07b-3eac-a6cb-c435610fc7ca\",\"source_record\":{\"entity_id\":\"b83fd98c-d07b-3eac-a6cb-c435610fc7ca\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 306\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"b83fd98c-d07b-3eac-a6cb-c435610fc7ca\",\"source_record\":{\"entity_id\":\"b83fd98c-d07b-3eac-a6cb-c435610fc7ca\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.27 GPA, 51.2% A/AB (n=170 letter grades); Fall 2025: 3.31 GPA, 57.0% A/AB (n=435 letter grades); Spring 2026: 3.25 GPA, 47.7% A/AB (n=478 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"UnexpectedModelBehavior: Exceeded maximum output retries (2)\",\"instructor_uid\":\"instructor_2c6caf48eb75772abbb9c381\",\"mode\":\"professor\"},{\"error\":\"UnexpectedModelBehavior: Exceeded maximum output retries (2)\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Anita Mukherjee\",\"review_date\":\"2016-10-23 19:58:06 +0000 UTC\",\"review_id\":\"916e5948bc3fe9ecd3c0858d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2098854\",\"source_review_id\":\"UmF0aW5nLTI3MDY4MzMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2098854\",\"type\":\"review\"},{\"instructor_name\":\"Anita Mukherjee\",\"review_date\":\"2020-10-06 19:22:18 +0000 UTC\",\"review_id\":\"a90cc4f27f3c04f8f3fa3d2b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2098854\",\"source_review_id\":\"UmF0aW5nLTMzNjgyMTg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2098854\",\"type\":\"review\"},{\"instructor_name\":\"Anita Mukherjee\",\"review_date\":\"2020-12-19 00:48:45 +0000 UTC\",\"review_id\":\"00ed6d55bce06587099263be\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2098854\",\"source_review_id\":\"UmF0aW5nLTM0MTQzMDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2098854\",\"type\":\"review\"}],\"text\":\"Historical reviews of Anita Mukherjee: Anita Mukherjee is described as engaging, enthusiastic, and effective, with clear directions and fair grading. Reviewers highlight her ability to make statistics accessible and her supportive nature, though some note the workload can be heavy due to Excel-based cases.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"course_id\":\"GENBUS 306\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b83fd98c-d07b-3eac-a6cb-c435610fc7ca\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 306\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b83fd98c-d07b-3eac-a6cb-c435610fc7ca\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 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