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He is now TEACHING Stat 240 in 2024, so I thought I would start the hype. Great guy - caring, crazy smart, and funny. Easy to talk to - if I knew he was teaching this class in the spring I would have waited.\",\"course_id\":\"STAT 240\",\"date\":\"2023-12-28 19:07:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"34ea7d361d5dcfef93622ee2\",\"instructor_id\":\"rmp:2974757\",\"instructor_name\":\"Cameron Jones\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4ODA0ODMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2974757\"},{\"comment\":\"Cameron is the best lecturer of STAT 240!\",\"course_id\":\"STAT 240\",\"date\":\"2024-04-27 12:17:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f0cedac2116ad4a2f0207ea7\",\"instructor_id\":\"rmp:2974757\",\"instructor_name\":\"Cameron Jones\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MjcwNTk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2974757\"},{\"comment\":\"Cameron is great. I am signed up with a different lecturer, but started going to Cameron's the last month or so after he substituted our section. He explains things WAY more clearly, his lectures are very straight forward, he's overall a great & extremely caring guy, and loves answering questions. I don't have anything bad to say, take 240 with him\",\"course_id\":\"STAT 240\",\"date\":\"2024-05-07 14:32:12 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d174fd41f21db6bfea9134d6\",\"instructor_id\":\"rmp:2974757\",\"instructor_name\":\"Cameron Jones\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MzYwODIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2974757\"},{\"comment\":\"If you're choosing between lectures, def pick Cameron. Very knowledgeable about the subject and lectures are really clear. I started going to his lectures bc he was so much better at explaining things. Super dedicated to helping out students and goes above and beyond to help you succeed, both with your grade and preparing you for other stat classes\",\"course_id\":\"STAT 240\",\"date\":\"2024-11-08 03:45:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ca4bedded64a234adf8891ff\",\"instructor_id\":\"rmp:2974757\",\"instructor_name\":\"Cameron Jones\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5OTEyMTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2974757\"},{\"comment\":\"Took a first-time course, and Professor Larget seemed to create applicable lectures as we went along, with current events data. It was difficult because of content that was new to me, but he tried to help the class as much as he could. His knowledge and passion are clear, but he could explain things more clearly. Also, he half-coughs fairly often.\",\"course_id\":\"STAT 240\",\"date\":\"2019-12-27 23:11:17 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ff2591b9e85c8872badd65f2\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMyNzY1NzU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"I loved the material in this class as an economics and data science double major. However Bret could of taught it better. He would just read off slides, so I stopped going to lecture and just watched them online. Class was pretty disorganized as well. However, The group project wasnt that bad and I thought It was pretty cool.\",\"course_id\":\"STAT 240\",\"date\":\"2022-01-21 03:45:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9972766d6e8d5c9c03672e62\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NzgwNzYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"Her notes are organized very well, she explains the topics very well and is always open to answer questions during and after class.\",\"course_id\":\"STAT 240\",\"date\":\"2025-10-08 03:25:35 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9fe180e8c3bccfaec8bce4d0\",\"instructor_id\":\"rmp:3089686\",\"instructor_name\":\"Sahifa Siddiqua\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNjk2OTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\"},{\"comment\":\"Sahifa's lectures are really hard to understand, and she's not very good at answering questions. Would not recommend taking a class with her if I had to. \",\"course_id\":\"STAT 240\",\"date\":\"2026-04-09 16:48:12 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"72064a0de20ecbc1966146a1\",\"instructor_id\":\"rmp:3089686\",\"instructor_name\":\"Sahifa Siddiqua\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyODA2MTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\"},{\"comment\":\"Clear HTML but obviously based on  other professor's modifications. Her teaching ability can be reflected by mean score of all exams, which are always lowest. At the same time, the difficulty level of the exams is arbitrary. Compared with the past, the number of questions has definitely increased and the difficulty level has also risen.\",\"course_id\":\"STAT 240\",\"date\":\"2026-05-11 22:10:41 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"72417b11a1f7700aa28ed1e5\",\"instructor_id\":\"rmp:3089686\",\"instructor_name\":\"Sahifa Siddiqua\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDk3MzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\"}],\"evidence_count\":9,\"review_ids\":[\"34ea7d361d5dcfef93622ee2\",\"f0cedac2116ad4a2f0207ea7\",\"d174fd41f21db6bfea9134d6\",\"ca4bedded64a234adf8891ff\",\"ff2591b9e85c8872badd65f2\",\"9972766d6e8d5c9c03672e62\",\"9fe180e8c3bccfaec8bce4d0\",\"72064a0de20ecbc1966146a1\",\"72417b11a1f7700aa28ed1e5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2974757\",\"name\":\"Cameron Jones\"},{\"id\":\"rmp:3089686\",\"name\":\"Sahifa Siddiqua\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2019\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors like Cameron Jones and Bi Cheng Wu are praised for clear explanations and helpfulness, while Bret Larget and Sahifa Siddiqua receive criticism for disorganized lectures, unclear explanations, and inconsistent teaching styles.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The final project was so BRUTAL, grading was unclear and HARSH. Homework is confusing and takes a long time, tests take so long and are unclear. Bret seems nice but I barely learned anything this semester\",\"course_id\":\"STAT 240\",\"date\":\"2020-12-28 04:41:35 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e7b31e505aca728031ac7ef5\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM0MjA2NTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"If you have another option to take stat240, don't take his class. I learned from StackOverflow, not Bret. He is a really kind person but I can't understand his standard of grading.\",\"course_id\":\"STAT 240\",\"date\":\"2021-01-27 19:55:41 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f06ad622846d3be3fd5b7395\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM0MzIxNDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"Dislike group projects. TAs gave varying scores. My friends received nearly 100%, but I got only 70%, significantly impacting my final grade. The final exam was difficult, with an average score of 75.\",\"course_id\":\"STAT 240\",\"date\":\"2024-03-07 04:08:31 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"9ed3d9cae26468156eb60915\",\"instructor_id\":\"rmp:2772143\",\"instructor_name\":\"Bi Cheng Wu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MDMxMTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2772143\"},{\"comment\":\"Bi is a great instructor with a great handle on the material. His lectures were interesting and informative, and his own online textbook was much appreciated. Despite excelling in teaching, he lacks in testing. The exams test the most trivial parts of the course, with weird emphasizes on syntax, instead of true understanding. \",\"course_id\":\"STAT 240\",\"date\":\"2025-12-16 17:54:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"23d8c52e885423835765d722\",\"instructor_id\":\"rmp:2772143\",\"instructor_name\":\"Bi Cheng Wu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMjg2NDk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2772143\"},{\"comment\":\"Save your gpa and don't take this class with Bi! Exams are extremely difficult & he's not helpful about what's going to be covered on exams. This class is very frustrating to go through with no prior coding knowledge, which he claimed would not be necessary at the beginning of the semester. No amount of practice could've prepared me for his exams.\",\"course_id\":\"STAT 240\",\"date\":\"2026-01-15 01:47:33 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"d895bfd69a4d7adc3593d927\",\"instructor_id\":\"rmp:2772143\",\"instructor_name\":\"Bi Cheng Wu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNTAwNDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2772143\"},{\"comment\":\"Very unclear grading criteria. Harsh grading and uncurved class. Very messy class as well with constant changes to the grades.\",\"course_id\":\"STAT 240\",\"date\":\"2026-05-06 18:31:16 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"d55cccc505b8b8d8cad093f5\",\"instructor_id\":\"rmp:3089686\",\"instructor_name\":\"Sahifa Siddiqua\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDQ4MTI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\"},{\"comment\":\"One of the worst professors I have had. Changes exam grades after they are published even after 4 days. Messes up rubrics on exams which ultimately lowers your grade. One of the worst lecturers too.\",\"course_id\":\"STAT 240\",\"date\":\"2025-12-20 03:58:27 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6a948b6a62eb58cea301da31\",\"instructor_id\":\"rmp:3089686\",\"instructor_name\":\"Sahifa Siddiqua\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMzU2MTY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\"},{\"comment\":\"Cameron was not bad for being the first time he lectures this class (he's usually a TA), but I wish he could grade exams a bit more generously. I don't feel the grade I received reflects my knowledge of this course.\",\"course_id\":\"STAT 240\",\"date\":\"2024-05-17 23:28:34 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4061ee53042236f5cb573d72\",\"instructor_id\":\"rmp:2974757\",\"instructor_name\":\"Cameron Jones\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM5NDg2Nzc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2974757\"}],\"evidence_count\":8,\"review_ids\":[\"e7b31e505aca728031ac7ef5\",\"f06ad622846d3be3fd5b7395\",\"9ed3d9cae26468156eb60915\",\"23d8c52e885423835765d722\",\"d895bfd69a4d7adc3593d927\",\"d55cccc505b8b8d8cad093f5\",\"6a948b6a62eb58cea301da31\",\"4061ee53042236f5cb573d72\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2772143\",\"name\":\"Bi Cheng Wu\"},{\"id\":\"rmp:2974757\",\"name\":\"Cameron Jones\"},{\"id\":\"rmp:3089686\",\"name\":\"Sahifa Siddiqua\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2020\"},\"sentiment\":\"negative\",\"summary\":\"Students frequently complain about harsh, unclear, and arbitrary grading, difficult final exams, and inconsistent grading standards across TAs and professors.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Lectures are all recorded and are well organized and focus heavily on live coding demos but cover general concepts well too. All graded work is take-home/open note, but it all takes a long time. Just stay on top of the content and be prepared to spend a lot of time on homework and you'll be fine. \",\"course_id\":\"STAT 240\",\"date\":\"2022-05-21 21:04:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f1b324a2968370f27468feb1\",\"instructor_id\":\"rmp:2772143\",\"instructor_name\":\"Bi Cheng Wu\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM2Mzg3OTI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2772143\"},{\"comment\":\"I loved the material in this class as an economics and data science double major. However Bret could of taught it better. He would just read off slides, so I stopped going to lecture and just watched them online. Class was pretty disorganized as well. However, The group project wasnt that bad and I thought It was pretty cool.\",\"course_id\":\"STAT 240\",\"date\":\"2022-01-21 03:45:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9972766d6e8d5c9c03672e62\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NzgwNzYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"Save your gpa and don't take this class with Bi! Exams are extremely difficult & he's not helpful about what's going to be covered on exams. This class is very frustrating to go through with no prior coding knowledge, which he claimed would not be necessary at the beginning of the semester. No amount of practice could've prepared me for his exams.\",\"course_id\":\"STAT 240\",\"date\":\"2026-01-15 01:47:33 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"d895bfd69a4d7adc3593d927\",\"instructor_id\":\"rmp:2772143\",\"instructor_name\":\"Bi Cheng Wu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNTAwNDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2772143\"}],\"evidence_count\":3,\"review_ids\":[\"f1b324a2968370f27468feb1\",\"9972766d6e8d5c9c03672e62\",\"d895bfd69a4d7adc3593d927\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2772143\",\"name\":\"Bi Cheng Wu\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2022\"},\"sentiment\":\"mixed\",\"summary\":\"The course is described as time-consuming, particularly homework and the final project, but manageable if students stay on top of the content and utilize recorded lectures.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Lectures are all recorded and are well organized and focus heavily on live coding demos but cover general concepts well too. All graded work is take-home/open note, but it all takes a long time. Just stay on top of the content and be prepared to spend a lot of time on homework and you'll be fine. \",\"course_id\":\"STAT 240\",\"date\":\"2022-05-21 21:04:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f1b324a2968370f27468feb1\",\"instructor_id\":\"rmp:2772143\",\"instructor_name\":\"Bi Cheng Wu\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM2Mzg3OTI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2772143\"},{\"comment\":\"Her notes are organized very well, she explains the topics very well and is always open to answer questions during and after class.\",\"course_id\":\"STAT 240\",\"date\":\"2025-10-08 03:25:35 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9fe180e8c3bccfaec8bce4d0\",\"instructor_id\":\"rmp:3089686\",\"instructor_name\":\"Sahifa Siddiqua\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNjk2OTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\"},{\"comment\":\"His notes were very comprehensive. He was very useful right after class to fix any code issues.\",\"course_id\":\"STAT 240\",\"date\":\"2024-11-11 23:05:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8f60e94dd2b9e261a0718859\",\"instructor_id\":\"rmp:2772143\",\"instructor_name\":\"Bi Cheng Wu\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5OTI2NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2772143\"},{\"comment\":\"Dr. Sahifa is really knowledgeable in stats. She's newer, and sometimes her lectures are a bit out of order, but her notes are very detailed, so if you miss things you can refer to those. Midterms were ok, but easy to make mistakes (have a good note sheet). Final was conceptual and hard to make mistakes if you knew topics, it wasn't bad.\",\"course_id\":\"STAT 240\",\"date\":\"2026-05-11 15:22:18 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"95a482458b9cb019058e25df\",\"instructor_id\":\"rmp:3089686\",\"instructor_name\":\"Sahifa Siddiqua\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQzMDkyMTAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\"},{\"comment\":\"His lecture notes are the most ILLOGICAL notes I've ever seen. As a statistician (probably), he cannot even standardize the symbols he uses. \",\"course_id\":\"STAT 240\",\"date\":\"2023-12-21 21:19:59 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"130c5ce54eb1c9089d3ae178\",\"instructor_id\":\"rmp:2772143\",\"instructor_name\":\"Bi Cheng Wu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4NzY5OTc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2772143\"},{\"comment\":\"I loved the material in this class as an economics and data science double major. However Bret could of taught it better. He would just read off slides, so I stopped going to lecture and just watched them online. Class was pretty disorganized as well. However, The group project wasnt that bad and I thought It was pretty cool.\",\"course_id\":\"STAT 240\",\"date\":\"2022-01-21 03:45:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9972766d6e8d5c9c03672e62\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NzgwNzYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"}],\"evidence_count\":6,\"review_ids\":[\"f1b324a2968370f27468feb1\",\"9fe180e8c3bccfaec8bce4d0\",\"8f60e94dd2b9e261a0718859\",\"95a482458b9cb019058e25df\",\"130c5ce54eb1c9089d3ae178\",\"9972766d6e8d5c9c03672e62\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2772143\",\"name\":\"Bi Cheng Wu\"},{\"id\":\"rmp:3089686\",\"name\":\"Sahifa Siddiqua\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2022\"},\"sentiment\":\"mixed\",\"summary\":\"Course materials and notes are generally well-organized and 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He is now TEACHING Stat 240 in 2024, so I thought I would start the hype. Great guy - caring, crazy smart, and funny. Easy to talk to - if I knew he was teaching this class in the spring I would have waited.\",\"course_id\":\"STAT 240\",\"date\":\"2023-12-28 19:07:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"34ea7d361d5dcfef93622ee2\",\"instructor_id\":\"rmp:2974757\",\"instructor_name\":\"Cameron Jones\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4ODA0ODMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2974757\"},{\"comment\":\"Cameron is the best lecturer of STAT 240!\",\"course_id\":\"STAT 240\",\"date\":\"2024-04-27 12:17:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f0cedac2116ad4a2f0207ea7\",\"instructor_id\":\"rmp:2974757\",\"instructor_name\":\"Cameron Jones\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MjcwNTk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2974757\"},{\"comment\":\"Cameron is great. I am signed up with a different lecturer, but started going to Cameron's the last month or so after he substituted our section. He explains things WAY more clearly, his lectures are very straight forward, he's overall a great & extremely caring guy, and loves answering questions. I don't have anything bad to say, take 240 with him\",\"course_id\":\"STAT 240\",\"date\":\"2024-05-07 14:32:12 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d174fd41f21db6bfea9134d6\",\"instructor_id\":\"rmp:2974757\",\"instructor_name\":\"Cameron Jones\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MzYwODIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2974757\"},{\"comment\":\"If you're choosing between lectures, def pick Cameron. Very knowledgeable about the subject and lectures are really clear. I started going to his lectures bc he was so much better at explaining things. Super dedicated to helping out students and goes above and beyond to help you succeed, both with your grade and preparing you for other stat classes\",\"course_id\":\"STAT 240\",\"date\":\"2024-11-08 03:45:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ca4bedded64a234adf8891ff\",\"instructor_id\":\"rmp:2974757\",\"instructor_name\":\"Cameron Jones\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5OTEyMTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2974757\"},{\"comment\":\"Took a first-time course, and Professor Larget seemed to create applicable lectures as we went along, with current events data. It was difficult because of content that was new to me, but he tried to help the class as much as he could. His knowledge and passion are clear, but he could explain things more clearly. Also, he half-coughs fairly often.\",\"course_id\":\"STAT 240\",\"date\":\"2019-12-27 23:11:17 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ff2591b9e85c8872badd65f2\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMyNzY1NzU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"I loved the material in this class as an economics and data science double major. However Bret could of taught it better. He would just read off slides, so I stopped going to lecture and just watched them online. Class was pretty disorganized as well. However, The group project wasnt that bad and I thought It was pretty cool.\",\"course_id\":\"STAT 240\",\"date\":\"2022-01-21 03:45:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9972766d6e8d5c9c03672e62\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NzgwNzYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"Her notes are organized very well, she explains the topics very well and is always open to answer questions during and after class.\",\"course_id\":\"STAT 240\",\"date\":\"2025-10-08 03:25:35 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9fe180e8c3bccfaec8bce4d0\",\"instructor_id\":\"rmp:3089686\",\"instructor_name\":\"Sahifa Siddiqua\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNjk2OTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\"},{\"comment\":\"Sahifa's lectures are really hard to understand, and she's not very good at answering questions. Would not recommend taking a class with her if I had to. \",\"course_id\":\"STAT 240\",\"date\":\"2026-04-09 16:48:12 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"72064a0de20ecbc1966146a1\",\"instructor_id\":\"rmp:3089686\",\"instructor_name\":\"Sahifa Siddiqua\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyODA2MTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\"},{\"comment\":\"Clear HTML but obviously based on  other professor's modifications. Her teaching ability can be reflected by mean score of all exams, which are always lowest. At the same time, the difficulty level of the exams is arbitrary. Compared with the past, the number of questions has definitely increased and the difficulty level has also risen.\",\"course_id\":\"STAT 240\",\"date\":\"2026-05-11 22:10:41 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"72417b11a1f7700aa28ed1e5\",\"instructor_id\":\"rmp:3089686\",\"instructor_name\":\"Sahifa Siddiqua\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDk3MzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\"}],\"evidence_count\":9,\"review_ids\":[\"34ea7d361d5dcfef93622ee2\",\"f0cedac2116ad4a2f0207ea7\",\"d174fd41f21db6bfea9134d6\",\"ca4bedded64a234adf8891ff\",\"ff2591b9e85c8872badd65f2\",\"9972766d6e8d5c9c03672e62\",\"9fe180e8c3bccfaec8bce4d0\",\"72064a0de20ecbc1966146a1\",\"72417b11a1f7700aa28ed1e5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2974757\",\"name\":\"Cameron Jones\"},{\"id\":\"rmp:3089686\",\"name\":\"Sahifa Siddiqua\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2019\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors like Cameron Jones and Bi Cheng Wu are praised for clear explanations and helpfulness, while Bret Larget and Sahifa Siddiqua receive criticism for disorganized lectures, unclear explanations, and inconsistent teaching styles.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The final project was so BRUTAL, grading was unclear and HARSH. Homework is confusing and takes a long time, tests take so long and are unclear. Bret seems nice but I barely learned anything this semester\",\"course_id\":\"STAT 240\",\"date\":\"2020-12-28 04:41:35 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e7b31e505aca728031ac7ef5\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM0MjA2NTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"If you have another option to take stat240, don't take his class. I learned from StackOverflow, not Bret. He is a really kind person but I can't understand his standard of grading.\",\"course_id\":\"STAT 240\",\"date\":\"2021-01-27 19:55:41 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f06ad622846d3be3fd5b7395\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM0MzIxNDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"Dislike group projects. TAs gave varying scores. My friends received nearly 100%, but I got only 70%, significantly impacting my final grade. The final exam was difficult, with an average score of 75.\",\"course_id\":\"STAT 240\",\"date\":\"2024-03-07 04:08:31 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"9ed3d9cae26468156eb60915\",\"instructor_id\":\"rmp:2772143\",\"instructor_name\":\"Bi Cheng Wu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MDMxMTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2772143\"},{\"comment\":\"Bi is a great instructor with a great handle on the material. His lectures were interesting and informative, and his own online textbook was much appreciated. Despite excelling in teaching, he lacks in testing. The exams test the most trivial parts of the course, with weird emphasizes on syntax, instead of true understanding. \",\"course_id\":\"STAT 240\",\"date\":\"2025-12-16 17:54:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"23d8c52e885423835765d722\",\"instructor_id\":\"rmp:2772143\",\"instructor_name\":\"Bi Cheng Wu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMjg2NDk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2772143\"},{\"comment\":\"Save your gpa and don't take this class with Bi! Exams are extremely difficult & he's not helpful about what's going to be covered on exams. This class is very frustrating to go through with no prior coding knowledge, which he claimed would not be necessary at the beginning of the semester. No amount of practice could've prepared me for his exams.\",\"course_id\":\"STAT 240\",\"date\":\"2026-01-15 01:47:33 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"d895bfd69a4d7adc3593d927\",\"instructor_id\":\"rmp:2772143\",\"instructor_name\":\"Bi Cheng Wu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNTAwNDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2772143\"},{\"comment\":\"Very unclear grading criteria. Harsh grading and uncurved class. Very messy class as well with constant changes to the grades.\",\"course_id\":\"STAT 240\",\"date\":\"2026-05-06 18:31:16 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"d55cccc505b8b8d8cad093f5\",\"instructor_id\":\"rmp:3089686\",\"instructor_name\":\"Sahifa Siddiqua\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDQ4MTI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\"},{\"comment\":\"One of the worst professors I have had. Changes exam grades after they are published even after 4 days. Messes up rubrics on exams which ultimately lowers your grade. One of the worst lecturers too.\",\"course_id\":\"STAT 240\",\"date\":\"2025-12-20 03:58:27 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6a948b6a62eb58cea301da31\",\"instructor_id\":\"rmp:3089686\",\"instructor_name\":\"Sahifa Siddiqua\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMzU2MTY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\"},{\"comment\":\"Cameron was not bad for being the first time he lectures this class (he's usually a TA), but I wish he could grade exams a bit more generously. I don't feel the grade I received reflects my knowledge of this course.\",\"course_id\":\"STAT 240\",\"date\":\"2024-05-17 23:28:34 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4061ee53042236f5cb573d72\",\"instructor_id\":\"rmp:2974757\",\"instructor_name\":\"Cameron Jones\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM5NDg2Nzc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2974757\"}],\"evidence_count\":8,\"review_ids\":[\"e7b31e505aca728031ac7ef5\",\"f06ad622846d3be3fd5b7395\",\"9ed3d9cae26468156eb60915\",\"23d8c52e885423835765d722\",\"d895bfd69a4d7adc3593d927\",\"d55cccc505b8b8d8cad093f5\",\"6a948b6a62eb58cea301da31\",\"4061ee53042236f5cb573d72\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2772143\",\"name\":\"Bi Cheng Wu\"},{\"id\":\"rmp:2974757\",\"name\":\"Cameron Jones\"},{\"id\":\"rmp:3089686\",\"name\":\"Sahifa Siddiqua\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2020\"},\"sentiment\":\"negative\",\"summary\":\"Students frequently complain about harsh, unclear, and arbitrary grading, difficult final exams, and inconsistent grading standards across TAs and professors.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Lectures are all recorded and are well organized and focus heavily on live coding demos but cover general concepts well too. All graded work is take-home/open note, but it all takes a long time. Just stay on top of the content and be prepared to spend a lot of time on homework and you'll be fine. \",\"course_id\":\"STAT 240\",\"date\":\"2022-05-21 21:04:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f1b324a2968370f27468feb1\",\"instructor_id\":\"rmp:2772143\",\"instructor_name\":\"Bi Cheng Wu\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM2Mzg3OTI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2772143\"},{\"comment\":\"I loved the material in this class as an economics and data science double major. However Bret could of taught it better. He would just read off slides, so I stopped going to lecture and just watched them online. Class was pretty disorganized as well. However, The group project wasnt that bad and I thought It was pretty cool.\",\"course_id\":\"STAT 240\",\"date\":\"2022-01-21 03:45:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9972766d6e8d5c9c03672e62\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NzgwNzYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"Save your gpa and don't take this class with Bi! Exams are extremely difficult & he's not helpful about what's going to be covered on exams. This class is very frustrating to go through with no prior coding knowledge, which he claimed would not be necessary at the beginning of the semester. No amount of practice could've prepared me for his exams.\",\"course_id\":\"STAT 240\",\"date\":\"2026-01-15 01:47:33 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"d895bfd69a4d7adc3593d927\",\"instructor_id\":\"rmp:2772143\",\"instructor_name\":\"Bi Cheng Wu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNTAwNDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2772143\"}],\"evidence_count\":3,\"review_ids\":[\"f1b324a2968370f27468feb1\",\"9972766d6e8d5c9c03672e62\",\"d895bfd69a4d7adc3593d927\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2772143\",\"name\":\"Bi Cheng Wu\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2022\"},\"sentiment\":\"mixed\",\"summary\":\"The course is described as time-consuming, particularly homework and the final project, but manageable if students stay on top of the content and utilize recorded lectures.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Lectures are all recorded and are well organized and focus heavily on live coding demos but cover general concepts well too. All graded work is take-home/open note, but it all takes a long time. Just stay on top of the content and be prepared to spend a lot of time on homework and you'll be fine. \",\"course_id\":\"STAT 240\",\"date\":\"2022-05-21 21:04:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f1b324a2968370f27468feb1\",\"instructor_id\":\"rmp:2772143\",\"instructor_name\":\"Bi Cheng Wu\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM2Mzg3OTI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2772143\"},{\"comment\":\"Her notes are organized very well, she explains the topics very well and is always open to answer questions during and after class.\",\"course_id\":\"STAT 240\",\"date\":\"2025-10-08 03:25:35 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9fe180e8c3bccfaec8bce4d0\",\"instructor_id\":\"rmp:3089686\",\"instructor_name\":\"Sahifa Siddiqua\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNjk2OTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\"},{\"comment\":\"His notes were very comprehensive. He was very useful right after class to fix any code issues.\",\"course_id\":\"STAT 240\",\"date\":\"2024-11-11 23:05:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8f60e94dd2b9e261a0718859\",\"instructor_id\":\"rmp:2772143\",\"instructor_name\":\"Bi Cheng Wu\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5OTI2NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2772143\"},{\"comment\":\"Dr. Sahifa is really knowledgeable in stats. She's newer, and sometimes her lectures are a bit out of order, but her notes are very detailed, so if you miss things you can refer to those. Midterms were ok, but easy to make mistakes (have a good note sheet). Final was conceptual and hard to make mistakes if you knew topics, it wasn't bad.\",\"course_id\":\"STAT 240\",\"date\":\"2026-05-11 15:22:18 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"95a482458b9cb019058e25df\",\"instructor_id\":\"rmp:3089686\",\"instructor_name\":\"Sahifa Siddiqua\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQzMDkyMTAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\"},{\"comment\":\"His lecture notes are the most ILLOGICAL notes I've ever seen. As a statistician (probably), he cannot even standardize the symbols he uses. \",\"course_id\":\"STAT 240\",\"date\":\"2023-12-21 21:19:59 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"130c5ce54eb1c9089d3ae178\",\"instructor_id\":\"rmp:2772143\",\"instructor_name\":\"Bi Cheng Wu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4NzY5OTc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2772143\"},{\"comment\":\"I loved the material in this class as an economics and data science double major. However Bret could of taught it better. He would just read off slides, so I stopped going to lecture and just watched them online. Class was pretty disorganized as well. However, The group project wasnt that bad and I thought It was pretty cool.\",\"course_id\":\"STAT 240\",\"date\":\"2022-01-21 03:45:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9972766d6e8d5c9c03672e62\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NzgwNzYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"}],\"evidence_count\":6,\"review_ids\":[\"f1b324a2968370f27468feb1\",\"9fe180e8c3bccfaec8bce4d0\",\"8f60e94dd2b9e261a0718859\",\"95a482458b9cb019058e25df\",\"130c5ce54eb1c9089d3ae178\",\"9972766d6e8d5c9c03672e62\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2772143\",\"name\":\"Bi Cheng Wu\"},{\"id\":\"rmp:3089686\",\"name\":\"Sahifa Siddiqua\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2022\"},\"sentiment\":\"mixed\",\"summary\":\"Course materials and notes are generally well-organized and comprehensive, but some instructors are criticized for disorganized lectures and illogical note structures.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_03f8aaae24bac7658b319ca8","course_id":"STAT 240","catalog_version_id":"5dcee06f56952a5b3521bd8391ce066cf8143f2408c16e9eb5e689a650d43ade","record_version_id":"d60cb4b284548e361e87ff04527f488e90407554555fce7d1a5af1fdeb43c592","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"e56ed7960106b657be62b41a657bc920b3fc8d2e6a37294f648c6fed3ac70045","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"b25872becf04bbd99a2d324b99c6d444539a85c5dae92999eddbeeba57c76b85\",\"course_id\":\"STAT 240\",\"current_instructors\":[{\"instructor_uid\":\"instructor_394fd5921455b6ae9fe9458c\",\"message\":\"No course-specific reviews available\",\"name\":\"Miranda Rintoul\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"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, 54.8% A/AB (n=272 letter grades); Fall 2025: 3.30 GPA, 58.3% A/AB (n=381 letter grades); Spring 2026: 3.01 GPA, 44.4% A/AB (n=275 letter grades).\"}]},{\"instructor_uid\":\"instructor_7b2d98370853d89ccc619f04\",\"message\":null,\"name\":\"Sahifa Siddiqua\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:3089686\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2025-10-08 03:25:35 +0000 UTC\",\"review_id\":\"9fe180e8c3bccfaec8bce4d0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQxNjk2OTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"},{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2026-05-11 14:01:01 +0000 UTC\",\"review_id\":\"31800af73745207e16d6d6b3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQzMDkxNDQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"}],\"text\":\"Sahifa Siddiqua is praised for well-organized notes and clear explanations that help students prepare for exams. Reviewers note her detailed materials allow success even if lectures are skipped.\"},{\"citations\":[{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2025-12-18 07:27:11 +0000 UTC\",\"review_id\":\"aa6177ec239561b30950b93b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQyMzI2ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"},{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2025-12-20 04:19:35 +0000 UTC\",\"review_id\":\"2512882c3d35bc56c3ef46aa\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQyMzU2Mzg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"},{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2025-12-22 18:02:42 +0000 UTC\",\"review_id\":\"7cbf0432cdb7b344cb05077b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQyMzc2MDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"},{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2026-04-16 09:46:18 +0000 UTC\",\"review_id\":\"b7b4f661d752255930d8868f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQyODQ5OTY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"},{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2026-05-06 18:28:55 +0000 UTC\",\"review_id\":\"2358227e0643eb0add9565eb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQzMDQ4MDk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"},{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2026-05-11 20:40:18 +0000 UTC\",\"review_id\":\"0aa3e38f59ee4889b7c9626b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQzMDk2MTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"},{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2026-05-12 05:38:56 +0000 UTC\",\"review_id\":\"7dc3cf757925cec17324c1d6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQzMTAxODUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"},{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2026-09-04 00:18:42 +0000 UTC\",\"review_id\":\"6264e40f5636d8ee5bad403e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQzNDA3NDIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"}],\"text\":\"Many reviewers criticize her for poor teaching, claiming exams do not match lecture content or homework. Concerns include unresponsive emails, unclear instructions, and arbitrary grading difficulties.\"},{\"citations\":[{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.20 GPA, 44.9% A/AB (n=414 letter grades); 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Self-study is often necessary due to the disconnect between taught material and assessments.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Bret Larget\",\"review_date\":\"2019-12-27 23:11:17 +0000 UTC\",\"review_id\":\"ff2591b9e85c8872badd65f2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:566625\",\"source_review_id\":\"UmF0aW5nLTMyNzY1NzU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\",\"type\":\"review\"},{\"instructor_name\":\"Bret Larget\",\"review_date\":\"2020-12-28 04:41:35 +0000 UTC\",\"review_id\":\"e7b31e505aca728031ac7ef5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:566625\",\"source_review_id\":\"UmF0aW5nLTM0MjA2NTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\",\"type\":\"review\"},{\"instructor_name\":\"Bret Larget\",\"review_date\":\"2022-01-21 03:45:39 +0000 UTC\",\"review_id\":\"9972766d6e8d5c9c03672e62\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:566625\",\"source_review_id\":\"UmF0aW5nLTM1NzgwNzYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\",\"type\":\"review\"},{\"instructor_name\":\"Bret Larget\",\"review_date\":\"2024-12-23 23:24:38 +0000 UTC\",\"review_id\":\"7fd50b72249952aad6cfcc27\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:566625\",\"source_review_id\":\"UmF0aW5nLTQwNDI2MzM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\",\"type\":\"review\"}],\"text\":\"Historical reviews of Bret Larget: Bret Larget demonstrates passion and helpfulness in office hours, though some students find his lectures disorganized or unclear. While he attempts to make content applicable, others report that he simply reads from slides, leading to confusion and a perception that the course material is difficult to learn through provided resources.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2025-10-08 03:25:35 +0000 UTC\",\"review_id\":\"9fe180e8c3bccfaec8bce4d0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQxNjk2OTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"},{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2025-12-18 07:27:11 +0000 UTC\",\"review_id\":\"aa6177ec239561b30950b93b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQyMzI2ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"},{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2025-12-20 04:19:35 +0000 UTC\",\"review_id\":\"2512882c3d35bc56c3ef46aa\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQyMzU2Mzg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"},{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2025-12-22 18:02:42 +0000 UTC\",\"review_id\":\"7cbf0432cdb7b344cb05077b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQyMzc2MDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"},{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2026-04-16 09:46:18 +0000 UTC\",\"review_id\":\"b7b4f661d752255930d8868f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQyODQ5OTY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"},{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2026-05-06 18:28:55 +0000 UTC\",\"review_id\":\"2358227e0643eb0add9565eb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQzMDQ4MDk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"},{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2026-05-11 14:01:01 +0000 UTC\",\"review_id\":\"31800af73745207e16d6d6b3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQzMDkxNDQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"},{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2026-05-11 20:40:18 +0000 UTC\",\"review_id\":\"0aa3e38f59ee4889b7c9626b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQzMDk2MTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"},{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2026-05-12 05:38:56 +0000 UTC\",\"review_id\":\"7dc3cf757925cec17324c1d6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQzMTAxODUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"},{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2026-09-04 00:18:42 +0000 UTC\",\"review_id\":\"6264e40f5636d8ee5bad403e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQzNDA3NDIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"}],\"text\":\"Reviews for Sahifa Siddiqua are sharply divided. Some praise her organization and knowledge, while others report poor teaching, rude behavior, and exams that do not match course content.\"},{\"citations\":[{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.23 GPA, 48.8% A/AB (n=686 letter grades); Fall 2025: 3.19 GPA, 53.1% A/AB (n=746 letter grades); Spring 2026: 3.03 GPA, 41.4% A/AB (n=599 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2025-10-08 03:25:35 +0000 UTC\",\"review_id\":\"9fe180e8c3bccfaec8bce4d0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQxNjk2OTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"},{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2026-05-06 18:28:55 +0000 UTC\",\"review_id\":\"2358227e0643eb0add9565eb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQzMDQ4MDk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"},{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2026-05-11 14:01:01 +0000 UTC\",\"review_id\":\"31800af73745207e16d6d6b3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQzMDkxNDQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"},{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2026-05-12 05:38:56 +0000 UTC\",\"review_id\":\"7dc3cf757925cec17324c1d6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQzMTAxODUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"},{\"instructor_name\":\"Sahifa Siddiqua\",\"review_date\":\"2026-09-04 00:18:42 +0000 UTC\",\"review_id\":\"6264e40f5636d8ee5bad403e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3089686\",\"source_review_id\":\"UmF0aW5nLTQzNDA3NDIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3089686\",\"type\":\"review\"}],\"text\":\"Experiences range from well-organized notes to disorganized classes with unclear instructions. Students also report passive-aggressive email behavior and unresponsive office hours.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"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 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"BRET LARGET is recorded teaching in Fall 2019, Fall 2020, Fall 2021, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"CAMERON JONES is recorded teaching in Spring 2024, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"MIRANDA RINTOUL is recorded teaching in Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"STAT 240\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"source_record\":{\"entity_id\":\"3857899a-7247-3808-bcea-a4b9b4bd7e9b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"SAHIFA SIDDIQUA is recorded teaching in Fall 2024, Spring 2025, 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}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]