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And an extremely nice person at that too. Be ready to work very hard if you haven't taken any stats before!\",\"course_id\":\"ECON 310\",\"date\":\"2003-03-27 12:05:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"1d8d54b9ac6af1cba0d7299f\",\"instructor_id\":\"rmp:173508\",\"instructor_name\":\"William (bill) Sandholm\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTc1MTY0Nw==\",\"source_url\":\"https://www.ratemyprofessors.com/professor/173508\"},{\"comment\":\"Don't take 310 unless you really need econometrics. Another stats class of lower number can be substituted, it just won't give you the econ credits. That said, Jack is a great professor. He's crystal clear, and although stats is mundane, he really goes slow and explains things thoroughly. The course is tough, he does well considering.\",\"course_id\":\"ECON 310\",\"date\":\"2011-12-18 19:55:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4c0f888ec7a1712c2a509b87\",\"instructor_id\":\"rmp:1630460\",\"instructor_name\":\"Jack Porter\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NTYyOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1630460\"},{\"comment\":\"hes a horrible professor. period. dont ever take him for econ 310! he doesnt know what he is talking about, and he has so many typos in his lecture notes. had his lectures been helpful, there would be so many students attending, but people are getting more and more overwhelmed. hes by far the worst professor i have ever had in this school!\",\"course_id\":\"ECON 310\",\"date\":\"2013-10-30 19:09:09 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6a4ae26859977b25c53f05b2\",\"instructor_id\":\"rmp:152264\",\"instructor_name\":\"Geoffrey Wallace\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjM1Nzc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/152264\"},{\"comment\":\"You can tell Bill is here for research and not to teach. The exams are extremely difficult, and there are only 2 of them. The lectures are useless. He just reads off a powerpoint and doesn't explain anything, everyone falls asleep in them/leaves halfway through. Also, he made us buy his own book, which is almost as useless as his lectures.\",\"course_id\":\"ECON 310\",\"date\":\"2017-12-13 21:50:07 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"4af8ca2f7db6a05cc0468df8\",\"instructor_id\":\"rmp:173508\",\"instructor_name\":\"William (bill) Sandholm\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MTg3NTk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/173508\"},{\"comment\":\"Prof. McKelvey knows his stuff. He's super caring and SUPER organized. He has a great way of tying everything down towards the end of the semester and he is frank about his expectations. He is always available via email. One con though: he does a lot of his math on slides. 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Useless lecture and most difficult final exam I have ever taken in my life. Spent half of the weekend on those aplia assignments and problem sets. Never take his class.\",\"course_id\":\"ECON 310\",\"date\":\"2015-05-13 23:20:32 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"0db12137f3761f21fe53497d\",\"instructor_id\":\"rmp:1904025\",\"instructor_name\":\"David Hansen\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI0ODI1Njg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\"},{\"comment\":\"Nothing special of a professor. Pretty hard class, and he does what he can to explain topics. Midterms are VERY hard, but he posts past midterms + practice on Canvas; use those to study. Homework + stata are easy. Midterms are 30% of your grade, but you can drop 1 (there's 2). Hard class, but manageable with enough work put in. 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His lecture slides are useful, just not in the actual lecture but rather when trying to study for an exam.  Speaking of exams they are rather ridiculously graded.  I wouldn't recommend this professor but unfortunately I think he is the only professor that teaches this class. If you have to take his class, good luck.\",\"course_id\":\"ECON 310\",\"date\":\"2011-11-17 20:06:31 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4be2d5af2ccd3de9387c7588\",\"instructor_id\":\"rmp:1536156\",\"instructor_name\":\"Francesco Decarolis\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE5MjY5ODM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1536156\"},{\"comment\":\"I only took this class because I had to for the econ major, so take my complaints with a grain of salt. Lectures made no sense at all to me, Sandholm's book (course textbook) was my lifesaver. All the HW questions came from the book so that's where I found all the answers. The final was awful though, and at 50%, definitely a kille\",\"course_id\":\"ECON 310\",\"date\":\"2012-02-16 14:34:25 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6ce3436f27ce0dcd02137d09\",\"instructor_id\":\"rmp:1630460\",\"instructor_name\":\"Jack Porter\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE5ODMyNDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1630460\"},{\"comment\":\"His lectures were clear and organized, and the midterms were okay. However, the final was very hard and the average of the class was 69/150. Yes, not even 50%. Not sure why he made the final to be like that but people don't need to worry too much about it since this is a curve.\",\"course_id\":\"ECON 310\",\"date\":\"2018-12-28 08:25:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8c6e1718e5d7501dace33a89\",\"instructor_id\":\"rmp:1904025\",\"instructor_name\":\"David Hansen\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMxMTY3OTIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\"},{\"comment\":\"TAKE THIS PROFESSOR! very gracious grading curve (and distributions), lectures are engaging with notes posted on canvas, and each exam has 2 review lectures and very similar practice exam online. the reason this class is hard is because the exams are 65 mins for 4 multi-part problems, but pay attention and prepare well and you'll ace the class\",\"course_id\":\"ECON 310\",\"date\":\"2024-12-15 10:14:53 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f719596210cf5c949f288f85\",\"instructor_id\":\"rmp:2364304\",\"instructor_name\":\"Lorenzo Magnolfi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzA3MjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2364304\"}],\"evidence_count\":4,\"review_ids\":[\"4be2d5af2ccd3de9387c7588\",\"6ce3436f27ce0dcd02137d09\",\"8c6e1718e5d7501dace33a89\",\"f719596210cf5c949f288f85\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1536156\",\"name\":\"Francesco Decarolis\"},{\"id\":\"rmp:1630460\",\"name\":\"Jack Porter\"},{\"id\":\"rmp:1904025\",\"name\":\"David Hansen\"},{\"id\":\"rmp:2364304\",\"name\":\"Lorenzo Magnolfi\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are generally difficult, especially the final, but some professors offer generous curves or practice exams.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Professor McKelvey is a great professor.  His lectures encapsulate all that you need to know for the class.  Tests are very straightforward. Doing the homework is crucial.  Generous curve at the end.\",\"course_id\":\"ECON 310\",\"date\":\"2012-12-26 16:31:13 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"4df07c87738e24c646c5d447\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxMTcwMTM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Prof. McKelvey knows his stuff. He's super caring and SUPER organized. He has a great way of tying everything down towards the end of the semester and he is frank about his expectations. He is always available via email. One con though: he does a lot of his math on slides. 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Wasn't able to finish and emailed him expressing concern and he never responded\",\"course_id\":\"ECON 310\",\"date\":\"2014-03-08 17:24:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"83a6ba5a5c4a6b5abb77a396\",\"instructor_id\":\"rmp:1701423\",\"instructor_name\":\"Andres Aradillas-Lopez\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIyODk2MDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1701423\"}],\"evidence_count\":3,\"review_ids\":[\"4df07c87738e24c646c5d447\",\"59ae56da347fde1e2338e678\",\"83a6ba5a5c4a6b5abb77a396\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1632497\",\"name\":\"Christopher McKelvey\"},{\"id\":\"rmp:1701423\",\"name\":\"Andres Aradillas-Lopez\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2012\"},\"sentiment\":\"mixed\",\"summary\":\"Course organization varies by instructor; some are super organized, while others are criticized for disorganized lectures.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"make sure you have a good ta.  my ta clarified concepts each week and actually taught me more in one discussion then menzie did in two lectures.  he rambles and stutters in lectures and they are extremely hard to get through.  he rips off the examples that he goes through in lectures straight from the text.\",\"course_id\":\"ECON 310\",\"date\":\"2005-09-07 09:46:08 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5b4bb85386fe45c9f62319f2\",\"instructor_id\":\"rmp:375567\",\"instructor_name\":\"Menzie Chinn\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEwMjEzMTI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/375567\"},{\"comment\":\"I thought Jack did a good job, considering the difficulty of the material.  midterm is challenging but fair if you study from the problem sets.  The final was extremely hard.  Having a good TA is crucial, especially for the 2nd half.  Know going in that there are only 3 grades: problem sets 25% (8 of them, drops worst), midterm 30% & final 45%. \",\"course_id\":\"ECON 310\",\"date\":\"2015-05-27 21:22:19 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"659270d96860b02ffcf751d3\",\"instructor_id\":\"rmp:1630460\",\"instructor_name\":\"Jack Porter\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0OTEwNTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1630460\"},{\"comment\":\"Nothing special of a professor. Pretty hard class, and he does what he can to explain topics. Midterms are VERY hard, but he posts past midterms + practice on Canvas; use those to study. Homework + stata are easy. Midterms are 30% of your grade, but you can drop 1 (there's 2). Hard class, but manageable with enough work put in. Final was grueling.\",\"course_id\":\"ECON 310\",\"date\":\"2026-05-10 23:24:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a437e8f7357174cd04d1372c\",\"instructor_id\":\"rmp:1904025\",\"instructor_name\":\"David Hansen\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQzMDg3NTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\"}],\"evidence_count\":3,\"review_ids\":[\"5b4bb85386fe45c9f62319f2\",\"659270d96860b02ffcf751d3\",\"a437e8f7357174cd04d1372c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1630460\",\"name\":\"Jack Porter\"},{\"id\":\"rmp:1904025\",\"name\":\"David Hansen\"},{\"id\":\"rmp:375567\",\"name\":\"Menzie Chinn\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2005\"},\"sentiment\":\"positive\",\"summary\":\"Problem sets and homework are crucial for learning and exam preparation, with TAs often providing helpful support.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Very very very helpful professor. And an extremely nice person at that too. Be ready to work very hard if you haven't taken any stats before!\",\"course_id\":\"ECON 310\",\"date\":\"2003-03-27 12:05:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"1d8d54b9ac6af1cba0d7299f\",\"instructor_id\":\"rmp:173508\",\"instructor_name\":\"William (bill) Sandholm\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTc1MTY0Nw==\",\"source_url\":\"https://www.ratemyprofessors.com/professor/173508\"},{\"comment\":\"Don't take 310 unless you really need econometrics. Another stats class of lower number can be substituted, it just won't give you the econ credits. That said, Jack is a great professor. He's crystal clear, and although stats is mundane, he really goes slow and explains things thoroughly. The course is tough, he does well considering.\",\"course_id\":\"ECON 310\",\"date\":\"2011-12-18 19:55:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4c0f888ec7a1712c2a509b87\",\"instructor_id\":\"rmp:1630460\",\"instructor_name\":\"Jack Porter\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NTYyOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1630460\"},{\"comment\":\"Professor McKelvey is a great professor.  His lectures encapsulate all that you need to know for the class.  Tests are very straightforward. Doing the homework is crucial.  Generous curve at the end.\",\"course_id\":\"ECON 310\",\"date\":\"2012-12-26 16:31:13 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"4df07c87738e24c646c5d447\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxMTcwMTM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"McKelvey is great. Econ stats can be pretty boring, but he makes it as interesting as humanly possible. You really have to work for an A in this class, but a B really isn't hard to get. The material can feel overwhelming, but the way the class is set up and curved it is not hard at all to get a B. 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The techniques of descriptive statistics and statistical inference (hypothesis testing and estimation) as directed toward application in economic research.\"}],\"text\":\"ECON 310 introduces the analysis of economic data using descriptive statistics and statistical inference techniques like hypothesis testing and estimation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON 310\",\"field\":\"description\",\"quote\":\"analysis of economic data\"}],\"text\":\"Economic data analysis.\"},{\"evidence\":[{\"course_id\":\"ECON 310\",\"field\":\"description\",\"quote\":\"descriptive statistics\"}],\"text\":\"Descriptive statistics.\"},{\"evidence\":[{\"course_id\":\"ECON 310\",\"field\":\"description\",\"quote\":\"statistical inference\"}],\"text\":\"Statistical inference.\"},{\"evidence\":[{\"course_id\":\"ECON 310\",\"field\":\"description\",\"quote\":\"hypothesis testing and estimation\"}],\"text\":\"Hypothesis testing and estimation.\"}]}","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_e104fb600738e5af6d58c4dd","course_id":"ECON 310","catalog_version_id":"7a05f8a81ea41f894d5144e0b8a3af667711f1ce5819d18dfcaa2acf8f2a0306","record_version_id":"477207001294f6f09e7b988867ae485b0067decbcb9b7143d2800abbebcaafac","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a1f601df684ec366bfd5884bc138a3b05f066954ac704837c76c86df3cb50758","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Very very very helpful professor. And an extremely nice person at that too. Be ready to work very hard if you haven't taken any stats before!\",\"course_id\":\"ECON 310\",\"date\":\"2003-03-27 12:05:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"1d8d54b9ac6af1cba0d7299f\",\"instructor_id\":\"rmp:173508\",\"instructor_name\":\"William (bill) Sandholm\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTc1MTY0Nw==\",\"source_url\":\"https://www.ratemyprofessors.com/professor/173508\"},{\"comment\":\"Don't take 310 unless you really need econometrics. Another stats class of lower number can be substituted, it just won't give you the econ credits. That said, Jack is a great professor. He's crystal clear, and although stats is mundane, he really goes slow and explains things thoroughly. The course is tough, he does well considering.\",\"course_id\":\"ECON 310\",\"date\":\"2011-12-18 19:55:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4c0f888ec7a1712c2a509b87\",\"instructor_id\":\"rmp:1630460\",\"instructor_name\":\"Jack Porter\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NTYyOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1630460\"},{\"comment\":\"hes a horrible professor. period. dont ever take him for econ 310! he doesnt know what he is talking about, and he has so many typos in his lecture notes. had his lectures been helpful, there would be so many students attending, but people are getting more and more overwhelmed. hes by far the worst professor i have ever had in this school!\",\"course_id\":\"ECON 310\",\"date\":\"2013-10-30 19:09:09 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6a4ae26859977b25c53f05b2\",\"instructor_id\":\"rmp:152264\",\"instructor_name\":\"Geoffrey Wallace\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjM1Nzc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/152264\"},{\"comment\":\"You can tell Bill is here for research and not to teach. The exams are extremely difficult, and there are only 2 of them. The lectures are useless. He just reads off a powerpoint and doesn't explain anything, everyone falls asleep in them/leaves halfway through. Also, he made us buy his own book, which is almost as useless as his lectures.\",\"course_id\":\"ECON 310\",\"date\":\"2017-12-13 21:50:07 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"4af8ca2f7db6a05cc0468df8\",\"instructor_id\":\"rmp:173508\",\"instructor_name\":\"William (bill) Sandholm\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MTg3NTk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/173508\"},{\"comment\":\"Prof. McKelvey knows his stuff. He's super caring and SUPER organized. He has a great way of tying everything down towards the end of the semester and he is frank about his expectations. He is always available via email. One con though: he does a lot of his math on slides. It would've been nice to have in-class exercises to make it interactive. \",\"course_id\":\"ECON 310\",\"date\":\"2023-12-16 21:02:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"59ae56da347fde1e2338e678\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4NzA5MjU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"}],\"evidence_count\":5,\"review_ids\":[\"1d8d54b9ac6af1cba0d7299f\",\"4c0f888ec7a1712c2a509b87\",\"6a4ae26859977b25c53f05b2\",\"4af8ca2f7db6a05cc0468df8\",\"59ae56da347fde1e2338e678\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:152264\",\"name\":\"Geoffrey Wallace\"},{\"id\":\"rmp:1630460\",\"name\":\"Jack Porter\"},{\"id\":\"rmp:1632497\",\"name\":\"Christopher McKelvey\"},{\"id\":\"rmp:173508\",\"name\":\"William (bill) Sandholm\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2003\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor quality varies significantly; some are clear and organized, while others are criticized for boring lectures and lack of explanation.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"if you do not come from a background of statistics, try to not take this guy. i can't understand a thing he says. he makes a very interesting subject boring and impossible. if it wasn't for my TA's abilities, i'd be contemplating suicide right now. i mean he's NICE, but i think walker assumes we've all been grown on a probability farm.\",\"course_id\":\"ECON 310\",\"date\":\"2006-02-12 22:16:04 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"90d700f6e43ae3b2f5e9425e\",\"instructor_id\":\"rmp:810416\",\"instructor_name\":\"James Walker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExNDc4Nzc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/810416\"},{\"comment\":\"Horrible teacher, doesn't give solutions to any practice material, doesn't show steps involved in solving problems, basically you have to teach yourself the entire class. going to lecture is pointless\",\"course_id\":\"ECON 310\",\"date\":\"2011-05-11 02:32:40 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"fed5b31867804463b10e6f08\",\"instructor_id\":\"rmp:1536156\",\"instructor_name\":\"Francesco Decarolis\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE4NTc1MTcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1536156\"},{\"comment\":\"worst professor ever. Useless lecture and most difficult final exam I have ever taken in my life. Spent half of the weekend on those aplia assignments and problem sets. Never take his class.\",\"course_id\":\"ECON 310\",\"date\":\"2015-05-13 23:20:32 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"0db12137f3761f21fe53497d\",\"instructor_id\":\"rmp:1904025\",\"instructor_name\":\"David Hansen\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI0ODI1Njg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\"},{\"comment\":\"Nothing special of a professor. Pretty hard class, and he does what he can to explain topics. Midterms are VERY hard, but he posts past midterms + practice on Canvas; use those to study. Homework + stata are easy. Midterms are 30% of your grade, but you can drop 1 (there's 2). Hard class, but manageable with enough work put in. Final was grueling.\",\"course_id\":\"ECON 310\",\"date\":\"2026-05-10 23:24:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a437e8f7357174cd04d1372c\",\"instructor_id\":\"rmp:1904025\",\"instructor_name\":\"David Hansen\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQzMDg3NTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\"}],\"evidence_count\":4,\"review_ids\":[\"90d700f6e43ae3b2f5e9425e\",\"fed5b31867804463b10e6f08\",\"0db12137f3761f21fe53497d\",\"a437e8f7357174cd04d1372c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1536156\",\"name\":\"Francesco Decarolis\"},{\"id\":\"rmp:1904025\",\"name\":\"David Hansen\"},{\"id\":\"rmp:810416\",\"name\":\"James Walker\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"The course has a heavy workload with difficult problem sets, challenging midterms, and a grueling final exam.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"He is far from a good professor. His lecture slides are useful, just not in the actual lecture but rather when trying to study for an exam.  Speaking of exams they are rather ridiculously graded.  I wouldn't recommend this professor but unfortunately I think he is the only professor that teaches this class. If you have to take his class, good luck.\",\"course_id\":\"ECON 310\",\"date\":\"2011-11-17 20:06:31 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4be2d5af2ccd3de9387c7588\",\"instructor_id\":\"rmp:1536156\",\"instructor_name\":\"Francesco Decarolis\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE5MjY5ODM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1536156\"},{\"comment\":\"I only took this class because I had to for the econ major, so take my complaints with a grain of salt. Lectures made no sense at all to me, Sandholm's book (course textbook) was my lifesaver. All the HW questions came from the book so that's where I found all the answers. The final was awful though, and at 50%, definitely a kille\",\"course_id\":\"ECON 310\",\"date\":\"2012-02-16 14:34:25 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6ce3436f27ce0dcd02137d09\",\"instructor_id\":\"rmp:1630460\",\"instructor_name\":\"Jack Porter\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE5ODMyNDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1630460\"},{\"comment\":\"His lectures were clear and organized, and the midterms were okay. However, the final was very hard and the average of the class was 69/150. Yes, not even 50%. Not sure why he made the final to be like that but people don't need to worry too much about it since this is a curve.\",\"course_id\":\"ECON 310\",\"date\":\"2018-12-28 08:25:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8c6e1718e5d7501dace33a89\",\"instructor_id\":\"rmp:1904025\",\"instructor_name\":\"David Hansen\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMxMTY3OTIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\"},{\"comment\":\"TAKE THIS PROFESSOR! very gracious grading curve (and distributions), lectures are engaging with notes posted on canvas, and each exam has 2 review lectures and very similar practice exam online. the reason this class is hard is because the exams are 65 mins for 4 multi-part problems, but pay attention and prepare well and you'll ace the class\",\"course_id\":\"ECON 310\",\"date\":\"2024-12-15 10:14:53 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f719596210cf5c949f288f85\",\"instructor_id\":\"rmp:2364304\",\"instructor_name\":\"Lorenzo Magnolfi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzA3MjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2364304\"}],\"evidence_count\":4,\"review_ids\":[\"4be2d5af2ccd3de9387c7588\",\"6ce3436f27ce0dcd02137d09\",\"8c6e1718e5d7501dace33a89\",\"f719596210cf5c949f288f85\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1536156\",\"name\":\"Francesco Decarolis\"},{\"id\":\"rmp:1630460\",\"name\":\"Jack Porter\"},{\"id\":\"rmp:1904025\",\"name\":\"David Hansen\"},{\"id\":\"rmp:2364304\",\"name\":\"Lorenzo Magnolfi\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are generally difficult, especially the final, but some professors offer generous curves or practice exams.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Professor McKelvey is a great professor.  His lectures encapsulate all that you need to know for the class.  Tests are very straightforward. Doing the homework is crucial.  Generous curve at the end.\",\"course_id\":\"ECON 310\",\"date\":\"2012-12-26 16:31:13 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"4df07c87738e24c646c5d447\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxMTcwMTM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Prof. McKelvey knows his stuff. He's super caring and SUPER organized. He has a great way of tying everything down towards the end of the semester and he is frank about his expectations. He is always available via email. One con though: he does a lot of his math on slides. It would've been nice to have in-class exercises to make it interactive. \",\"course_id\":\"ECON 310\",\"date\":\"2023-12-16 21:02:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"59ae56da347fde1e2338e678\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4NzA5MjU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Just straight reads off of lecture slides that he posts online so no need to go to lecture.  The one midterm was a breeze and final was very difficult and unpredictable.  I broke my hand a week before finals and he still made me write the entire final in the blue book.  Wasn't able to finish and emailed him expressing concern and he never responded\",\"course_id\":\"ECON 310\",\"date\":\"2014-03-08 17:24:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"83a6ba5a5c4a6b5abb77a396\",\"instructor_id\":\"rmp:1701423\",\"instructor_name\":\"Andres Aradillas-Lopez\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIyODk2MDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1701423\"}],\"evidence_count\":3,\"review_ids\":[\"4df07c87738e24c646c5d447\",\"59ae56da347fde1e2338e678\",\"83a6ba5a5c4a6b5abb77a396\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1632497\",\"name\":\"Christopher McKelvey\"},{\"id\":\"rmp:1701423\",\"name\":\"Andres Aradillas-Lopez\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2012\"},\"sentiment\":\"mixed\",\"summary\":\"Course organization varies by instructor; some are super organized, while others are criticized for disorganized lectures.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"make sure you have a good ta.  my ta clarified concepts each week and actually taught me more in one discussion then menzie did in two lectures.  he rambles and stutters in lectures and they are extremely hard to get through.  he rips off the examples that he goes through in lectures straight from the text.\",\"course_id\":\"ECON 310\",\"date\":\"2005-09-07 09:46:08 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5b4bb85386fe45c9f62319f2\",\"instructor_id\":\"rmp:375567\",\"instructor_name\":\"Menzie Chinn\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEwMjEzMTI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/375567\"},{\"comment\":\"I thought Jack did a good job, considering the difficulty of the material.  midterm is challenging but fair if you study from the problem sets.  The final was extremely hard.  Having a good TA is crucial, especially for the 2nd half.  Know going in that there are only 3 grades: problem sets 25% (8 of them, drops worst), midterm 30% & final 45%. \",\"course_id\":\"ECON 310\",\"date\":\"2015-05-27 21:22:19 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"659270d96860b02ffcf751d3\",\"instructor_id\":\"rmp:1630460\",\"instructor_name\":\"Jack Porter\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0OTEwNTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1630460\"},{\"comment\":\"Nothing special of a professor. Pretty hard class, and he does what he can to explain topics. Midterms are VERY hard, but he posts past midterms + practice on Canvas; use those to study. Homework + stata are easy. Midterms are 30% of your grade, but you can drop 1 (there's 2). Hard class, but manageable with enough work put in. Final was grueling.\",\"course_id\":\"ECON 310\",\"date\":\"2026-05-10 23:24:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a437e8f7357174cd04d1372c\",\"instructor_id\":\"rmp:1904025\",\"instructor_name\":\"David Hansen\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQzMDg3NTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\"}],\"evidence_count\":3,\"review_ids\":[\"5b4bb85386fe45c9f62319f2\",\"659270d96860b02ffcf751d3\",\"a437e8f7357174cd04d1372c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1630460\",\"name\":\"Jack Porter\"},{\"id\":\"rmp:1904025\",\"name\":\"David Hansen\"},{\"id\":\"rmp:375567\",\"name\":\"Menzie Chinn\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2005\"},\"sentiment\":\"positive\",\"summary\":\"Problem sets and homework are crucial for learning and exam preparation, with TAs often providing helpful support.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Very very very helpful professor. And an extremely nice person at that too. Be ready to work very hard if you haven't taken any stats before!\",\"course_id\":\"ECON 310\",\"date\":\"2003-03-27 12:05:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"1d8d54b9ac6af1cba0d7299f\",\"instructor_id\":\"rmp:173508\",\"instructor_name\":\"William (bill) Sandholm\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTc1MTY0Nw==\",\"source_url\":\"https://www.ratemyprofessors.com/professor/173508\"},{\"comment\":\"Don't take 310 unless you really need econometrics. Another stats class of lower number can be substituted, it just won't give you the econ credits. That said, Jack is a great professor. He's crystal clear, and although stats is mundane, he really goes slow and explains things thoroughly. The course is tough, he does well considering.\",\"course_id\":\"ECON 310\",\"date\":\"2011-12-18 19:55:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4c0f888ec7a1712c2a509b87\",\"instructor_id\":\"rmp:1630460\",\"instructor_name\":\"Jack Porter\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NTYyOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1630460\"},{\"comment\":\"Professor McKelvey is a great professor.  His lectures encapsulate all that you need to know for the class.  Tests are very straightforward. Doing the homework is crucial.  Generous curve at the end.\",\"course_id\":\"ECON 310\",\"date\":\"2012-12-26 16:31:13 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"4df07c87738e24c646c5d447\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxMTcwMTM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"McKelvey is great. Econ stats can be pretty boring, but he makes it as interesting as humanly possible. You really have to work for an A in this class, but a B really isn't hard to get. The material can feel overwhelming, but the way the class is set up and curved it is not hard at all to get a B. Overall, get McKelvey if you can.\",\"course_id\":\"ECON 310\",\"date\":\"2017-01-25 21:02:22 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b248a580c7df29ee957b8965\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3Nzc2MzA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"TAKE THIS PROFESSOR! very gracious grading curve (and distributions), lectures are engaging with notes posted on canvas, and each exam has 2 review lectures and very similar practice exam online. the reason this class is hard is because the exams are 65 mins for 4 multi-part problems, but pay attention and prepare well and you'll ace the class\",\"course_id\":\"ECON 310\",\"date\":\"2024-12-15 10:14:53 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f719596210cf5c949f288f85\",\"instructor_id\":\"rmp:2364304\",\"instructor_name\":\"Lorenzo Magnolfi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzA3MjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2364304\"}],\"evidence_count\":5,\"review_ids\":[\"1d8d54b9ac6af1cba0d7299f\",\"4c0f888ec7a1712c2a509b87\",\"4df07c87738e24c646c5d447\",\"b248a580c7df29ee957b8965\",\"f719596210cf5c949f288f85\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1630460\",\"name\":\"Jack Porter\"},{\"id\":\"rmp:1632497\",\"name\":\"Christopher McKelvey\"},{\"id\":\"rmp:173508\",\"name\":\"William (bill) Sandholm\"},{\"id\":\"rmp:2364304\",\"name\":\"Lorenzo Magnolfi\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2003\"},\"sentiment\":\"mixed\",\"summary\":\"The overall experience depends heavily on the instructor and the student's prior background in statistics.\"}]}","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_e104fb600738e5af6d58c4dd","course_id":"ECON 310","catalog_version_id":"7a05f8a81ea41f894d5144e0b8a3af667711f1ce5819d18dfcaa2acf8f2a0306","record_version_id":"477207001294f6f09e7b988867ae485b0067decbcb9b7143d2800abbebcaafac","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a1f601df684ec366bfd5884bc138a3b05f066954ac704837c76c86df3cb50758","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"15921c285cc291b3f18f6d42266f7dda17a2400ccf2bbc6daf1072a68a91f96d\",\"course_id\":\"ECON 310\",\"current_instructors\":[{\"instructor_uid\":\"instructor_6d8ed43593a4bb5cb78abdf1\",\"message\":\"Summary generation failed\",\"name\":\"David Hansen\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:1904025\",\"summary\":[{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.22 GPA, 45.3% A/AB (n=150 letter grades); Fall 2025: 3.10 GPA, 46.2% A/AB (n=145 letter grades); Spring 2026: 3.15 GPA, 50.4% A/AB (n=117 letter grades).\"}]},{\"instructor_uid\":\"instructor_37b4f83e228e58534f4227a9\",\"message\":\"Summary generation failed\",\"name\":\"Gregory Pac\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:2583756\",\"summary\":[{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.03 GPA, 44.9% A/AB (n=207 letter grades); Fall 2025: 3.11 GPA, 52.2% A/AB (n=247 letter grades); Spring 2026: 3.07 GPA, 46.8% A/AB (n=203 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_6d8ed43593a4bb5cb78abdf1\",\"mode\":\"professor\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_37b4f83e228e58534f4227a9\",\"mode\":\"professor\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.11 GPA, 45.1% A/AB (n=357 letter grades); Fall 2025: 3.11 GPA, 50.0% A/AB (n=392 letter grades); Spring 2026: 3.10 GPA, 48.1% A/AB (n=320 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"}],\"text\":\"ANDRES ARADILLAS-LOPEZ is recorded teaching in Fall 2009, Fall 2010, Spring 2012, Spring 2013. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"CHRISTOPHER MCKELVEY is recorded teaching in Fall 2012, Spring 2014, Fall 2014, Fall 2015, Fall 2016, Spring 2017, Spring 2018, Fall 2018, Fall 2021, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ECON 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310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ECON 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310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"DAVID HANSEN is recorded teaching in Spring 2015, Fall 2015, Spring 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"}],\"text\":\"FRANCESCO DECAROLIS is recorded teaching in Spring 2010, Spring 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"}],\"text\":\"GEOFFREY WALLACE is recorded teaching in Fall 2013. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"GRZEGORZ PAC is recorded teaching in Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"}],\"text\":\"JACK PORTER is recorded teaching in Fall 2008, Spring 2009, Fall 2011, Spring 2015. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"}],\"text\":\"JAMES R WALKER is recorded teaching in Fall 2006. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"WILLIAM SANDHOLM is recorded teaching in Fall 2017, Spring 2019. 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":"[{\"mode\": \"professor\", \"instructor_uid\": \"instructor_6d8ed43593a4bb5cb78abdf1\", \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"professor\", \"instructor_uid\": \"instructor_37b4f83e228e58534f4227a9\", \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","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_e104fb600738e5af6d58c4dd","course_id":"ECON 310","catalog_version_id":"7a05f8a81ea41f894d5144e0b8a3af667711f1ce5819d18dfcaa2acf8f2a0306","record_version_id":"477207001294f6f09e7b988867ae485b0067decbcb9b7143d2800abbebcaafac","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"8de4cd4f190052b73033e66fa4db9bccbb80ce983eec34872a0cebeb75d005dd","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"(ECON 101,102, or111) and (MATH 211, 217, or221)\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"(ECON 101,102, or111)\",\"id\":\"n1\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":101,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 101\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":102,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"102\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":111,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"111\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[\"n6\",\"n7\",\"n8\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 211, 217, or221)\",\"id\":\"n5\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":211,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 211\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"217\",\"course\":null,\"evidence\":\"217\",\"id\":\"n7\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":221,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"221\",\"id\":\"n8\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","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_e104fb600738e5af6d58c4dd","course_id":"ECON 310","catalog_version_id":"7a05f8a81ea41f894d5144e0b8a3af667711f1ce5819d18dfcaa2acf8f2a0306","record_version_id":"477207001294f6f09e7b988867ae485b0067decbcb9b7143d2800abbebcaafac","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"8de4cd4f190052b73033e66fa4db9bccbb80ce983eec34872a0cebeb75d005dd","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECON 101\",\"field\":\"description\",\"quote\":\"Economic problems of individuals, firms and industries with emphasis on value, price, and distribution of income.\"},{\"course_id\":\"ECON 102\",\"field\":\"description\",\"quote\":\"Macroeconomic measurement and models of aggregate demand and supply; fiscal and monetary policy for unemployment, inflation, and growth.\"},{\"course_id\":\"ECON 111\",\"field\":\"description\",\"quote\":\"Integrated treatment of macroeconomics and microeconomics (seeECON 101andECON 102).\"}],\"text\":\"Introductory microeconomics, macroeconomics, or accelerated principles.\"},{\"evidence\":[{\"course_id\":\"MATH 211\",\"field\":\"description\",\"quote\":\"Essential concepts of differential and integral calculus; exponential and logarithmic functions; functions of several variables.\"},{\"course_id\":\"MATH 221\",\"field\":\"description\",\"quote\":\"Introduction to differential and integral calculus and plane analytic geometry; applications; transcendental functions.\"}],\"text\":\"Calculus (Survey of Calculus 1 or Calculus 1).\"}],\"search_phrases\":[\"ECON 310 statistics economics\",\"economic data analysis course\",\"descriptive statistics hypothesis testing economics\",\"ECON 310 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON 310\",\"field\":\"description\",\"quote\":\"The techniques of descriptive statistics and statistical inference (hypothesis testing and estimation) as directed toward application in economic research.\"}],\"text\":\"Descriptive statistics and statistical inference techniques.\"},{\"evidence\":[{\"course_id\":\"ECON 310\",\"field\":\"description\",\"quote\":\"Introduction to analysis of economic data.\"}],\"text\":\"Analysis of economic data.\"},{\"evidence\":[{\"course_id\":\"ECON 310\",\"field\":\"description\",\"quote\":\"hypothesis testing and estimation\"}],\"text\":\"Hypothesis testing and estimation.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON 310\",\"field\":\"description\",\"quote\":\"Introduction to analysis of economic data. The techniques of descriptive statistics and statistical inference (hypothesis testing and estimation) as directed toward application in economic research.\"}],\"text\":\"ECON 310 introduces the analysis of economic data using descriptive statistics and statistical inference techniques like hypothesis testing and estimation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON 310\",\"field\":\"description\",\"quote\":\"analysis of economic data\"}],\"text\":\"Economic data analysis.\"},{\"evidence\":[{\"course_id\":\"ECON 310\",\"field\":\"description\",\"quote\":\"descriptive statistics\"}],\"text\":\"Descriptive statistics.\"},{\"evidence\":[{\"course_id\":\"ECON 310\",\"field\":\"description\",\"quote\":\"statistical inference\"}],\"text\":\"Statistical inference.\"},{\"evidence\":[{\"course_id\":\"ECON 310\",\"field\":\"description\",\"quote\":\"hypothesis testing and estimation\"}],\"text\":\"Hypothesis testing and estimation.\"}]}","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_e104fb600738e5af6d58c4dd","course_id":"ECON 310","catalog_version_id":"7a05f8a81ea41f894d5144e0b8a3af667711f1ce5819d18dfcaa2acf8f2a0306","record_version_id":"477207001294f6f09e7b988867ae485b0067decbcb9b7143d2800abbebcaafac","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"8de4cd4f190052b73033e66fa4db9bccbb80ce983eec34872a0cebeb75d005dd","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Very very very helpful professor. And an extremely nice person at that too. Be ready to work very hard if you haven't taken any stats before!\",\"course_id\":\"ECON 310\",\"date\":\"2003-03-27 12:05:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"1d8d54b9ac6af1cba0d7299f\",\"instructor_id\":\"rmp:173508\",\"instructor_name\":\"William (bill) Sandholm\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTc1MTY0Nw==\",\"source_url\":\"https://www.ratemyprofessors.com/professor/173508\"},{\"comment\":\"Don't take 310 unless you really need econometrics. Another stats class of lower number can be substituted, it just won't give you the econ credits. That said, Jack is a great professor. He's crystal clear, and although stats is mundane, he really goes slow and explains things thoroughly. The course is tough, he does well considering.\",\"course_id\":\"ECON 310\",\"date\":\"2011-12-18 19:55:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4c0f888ec7a1712c2a509b87\",\"instructor_id\":\"rmp:1630460\",\"instructor_name\":\"Jack Porter\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NTYyOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1630460\"},{\"comment\":\"hes a horrible professor. period. dont ever take him for econ 310! he doesnt know what he is talking about, and he has so many typos in his lecture notes. had his lectures been helpful, there would be so many students attending, but people are getting more and more overwhelmed. hes by far the worst professor i have ever had in this school!\",\"course_id\":\"ECON 310\",\"date\":\"2013-10-30 19:09:09 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6a4ae26859977b25c53f05b2\",\"instructor_id\":\"rmp:152264\",\"instructor_name\":\"Geoffrey Wallace\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjM1Nzc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/152264\"},{\"comment\":\"You can tell Bill is here for research and not to teach. The exams are extremely difficult, and there are only 2 of them. The lectures are useless. He just reads off a powerpoint and doesn't explain anything, everyone falls asleep in them/leaves halfway through. Also, he made us buy his own book, which is almost as useless as his lectures.\",\"course_id\":\"ECON 310\",\"date\":\"2017-12-13 21:50:07 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"4af8ca2f7db6a05cc0468df8\",\"instructor_id\":\"rmp:173508\",\"instructor_name\":\"William (bill) Sandholm\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MTg3NTk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/173508\"},{\"comment\":\"Prof. McKelvey knows his stuff. He's super caring and SUPER organized. He has a great way of tying everything down towards the end of the semester and he is frank about his expectations. He is always available via email. One con though: he does a lot of his math on slides. It would've been nice to have in-class exercises to make it interactive. \",\"course_id\":\"ECON 310\",\"date\":\"2023-12-16 21:02:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"59ae56da347fde1e2338e678\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4NzA5MjU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"}],\"evidence_count\":5,\"review_ids\":[\"1d8d54b9ac6af1cba0d7299f\",\"4c0f888ec7a1712c2a509b87\",\"6a4ae26859977b25c53f05b2\",\"4af8ca2f7db6a05cc0468df8\",\"59ae56da347fde1e2338e678\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:152264\",\"name\":\"Geoffrey Wallace\"},{\"id\":\"rmp:1630460\",\"name\":\"Jack Porter\"},{\"id\":\"rmp:1632497\",\"name\":\"Christopher McKelvey\"},{\"id\":\"rmp:173508\",\"name\":\"William (bill) Sandholm\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2003\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor quality varies significantly; some are clear and organized, while others are criticized for boring lectures and lack of explanation.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"if you do not come from a background of statistics, try to not take this guy. i can't understand a thing he says. he makes a very interesting subject boring and impossible. if it wasn't for my TA's abilities, i'd be contemplating suicide right now. i mean he's NICE, but i think walker assumes we've all been grown on a probability farm.\",\"course_id\":\"ECON 310\",\"date\":\"2006-02-12 22:16:04 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"90d700f6e43ae3b2f5e9425e\",\"instructor_id\":\"rmp:810416\",\"instructor_name\":\"James Walker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExNDc4Nzc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/810416\"},{\"comment\":\"Horrible teacher, doesn't give solutions to any practice material, doesn't show steps involved in solving problems, basically you have to teach yourself the entire class. going to lecture is pointless\",\"course_id\":\"ECON 310\",\"date\":\"2011-05-11 02:32:40 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"fed5b31867804463b10e6f08\",\"instructor_id\":\"rmp:1536156\",\"instructor_name\":\"Francesco Decarolis\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE4NTc1MTcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1536156\"},{\"comment\":\"worst professor ever. Useless lecture and most difficult final exam I have ever taken in my life. Spent half of the weekend on those aplia assignments and problem sets. Never take his class.\",\"course_id\":\"ECON 310\",\"date\":\"2015-05-13 23:20:32 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"0db12137f3761f21fe53497d\",\"instructor_id\":\"rmp:1904025\",\"instructor_name\":\"David Hansen\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI0ODI1Njg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\"},{\"comment\":\"Nothing special of a professor. Pretty hard class, and he does what he can to explain topics. Midterms are VERY hard, but he posts past midterms + practice on Canvas; use those to study. Homework + stata are easy. Midterms are 30% of your grade, but you can drop 1 (there's 2). Hard class, but manageable with enough work put in. Final was grueling.\",\"course_id\":\"ECON 310\",\"date\":\"2026-05-10 23:24:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a437e8f7357174cd04d1372c\",\"instructor_id\":\"rmp:1904025\",\"instructor_name\":\"David Hansen\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQzMDg3NTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\"}],\"evidence_count\":4,\"review_ids\":[\"90d700f6e43ae3b2f5e9425e\",\"fed5b31867804463b10e6f08\",\"0db12137f3761f21fe53497d\",\"a437e8f7357174cd04d1372c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1536156\",\"name\":\"Francesco Decarolis\"},{\"id\":\"rmp:1904025\",\"name\":\"David Hansen\"},{\"id\":\"rmp:810416\",\"name\":\"James Walker\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"The course has a heavy workload with difficult problem sets, challenging midterms, and a grueling final exam.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"He is far from a good professor. His lecture slides are useful, just not in the actual lecture but rather when trying to study for an exam.  Speaking of exams they are rather ridiculously graded.  I wouldn't recommend this professor but unfortunately I think he is the only professor that teaches this class. If you have to take his class, good luck.\",\"course_id\":\"ECON 310\",\"date\":\"2011-11-17 20:06:31 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4be2d5af2ccd3de9387c7588\",\"instructor_id\":\"rmp:1536156\",\"instructor_name\":\"Francesco Decarolis\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE5MjY5ODM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1536156\"},{\"comment\":\"I only took this class because I had to for the econ major, so take my complaints with a grain of salt. Lectures made no sense at all to me, Sandholm's book (course textbook) was my lifesaver. All the HW questions came from the book so that's where I found all the answers. The final was awful though, and at 50%, definitely a kille\",\"course_id\":\"ECON 310\",\"date\":\"2012-02-16 14:34:25 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6ce3436f27ce0dcd02137d09\",\"instructor_id\":\"rmp:1630460\",\"instructor_name\":\"Jack Porter\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE5ODMyNDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1630460\"},{\"comment\":\"His lectures were clear and organized, and the midterms were okay. However, the final was very hard and the average of the class was 69/150. Yes, not even 50%. Not sure why he made the final to be like that but people don't need to worry too much about it since this is a curve.\",\"course_id\":\"ECON 310\",\"date\":\"2018-12-28 08:25:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8c6e1718e5d7501dace33a89\",\"instructor_id\":\"rmp:1904025\",\"instructor_name\":\"David Hansen\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMxMTY3OTIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\"},{\"comment\":\"TAKE THIS PROFESSOR! very gracious grading curve (and distributions), lectures are engaging with notes posted on canvas, and each exam has 2 review lectures and very similar practice exam online. the reason this class is hard is because the exams are 65 mins for 4 multi-part problems, but pay attention and prepare well and you'll ace the class\",\"course_id\":\"ECON 310\",\"date\":\"2024-12-15 10:14:53 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f719596210cf5c949f288f85\",\"instructor_id\":\"rmp:2364304\",\"instructor_name\":\"Lorenzo Magnolfi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzA3MjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2364304\"}],\"evidence_count\":4,\"review_ids\":[\"4be2d5af2ccd3de9387c7588\",\"6ce3436f27ce0dcd02137d09\",\"8c6e1718e5d7501dace33a89\",\"f719596210cf5c949f288f85\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1536156\",\"name\":\"Francesco Decarolis\"},{\"id\":\"rmp:1630460\",\"name\":\"Jack Porter\"},{\"id\":\"rmp:1904025\",\"name\":\"David Hansen\"},{\"id\":\"rmp:2364304\",\"name\":\"Lorenzo Magnolfi\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are generally difficult, especially the final, but some professors offer generous curves or practice exams.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Professor McKelvey is a great professor.  His lectures encapsulate all that you need to know for the class.  Tests are very straightforward. Doing the homework is crucial.  Generous curve at the end.\",\"course_id\":\"ECON 310\",\"date\":\"2012-12-26 16:31:13 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"4df07c87738e24c646c5d447\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxMTcwMTM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Prof. McKelvey knows his stuff. He's super caring and SUPER organized. He has a great way of tying everything down towards the end of the semester and he is frank about his expectations. He is always available via email. One con though: he does a lot of his math on slides. It would've been nice to have in-class exercises to make it interactive. \",\"course_id\":\"ECON 310\",\"date\":\"2023-12-16 21:02:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"59ae56da347fde1e2338e678\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4NzA5MjU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Just straight reads off of lecture slides that he posts online so no need to go to lecture.  The one midterm was a breeze and final was very difficult and unpredictable.  I broke my hand a week before finals and he still made me write the entire final in the blue book.  Wasn't able to finish and emailed him expressing concern and he never responded\",\"course_id\":\"ECON 310\",\"date\":\"2014-03-08 17:24:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"83a6ba5a5c4a6b5abb77a396\",\"instructor_id\":\"rmp:1701423\",\"instructor_name\":\"Andres Aradillas-Lopez\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIyODk2MDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1701423\"}],\"evidence_count\":3,\"review_ids\":[\"4df07c87738e24c646c5d447\",\"59ae56da347fde1e2338e678\",\"83a6ba5a5c4a6b5abb77a396\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1632497\",\"name\":\"Christopher McKelvey\"},{\"id\":\"rmp:1701423\",\"name\":\"Andres Aradillas-Lopez\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2012\"},\"sentiment\":\"mixed\",\"summary\":\"Course organization varies by instructor; some are super organized, while others are criticized for disorganized lectures.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"make sure you have a good ta.  my ta clarified concepts each week and actually taught me more in one discussion then menzie did in two lectures.  he rambles and stutters in lectures and they are extremely hard to get through.  he rips off the examples that he goes through in lectures straight from the text.\",\"course_id\":\"ECON 310\",\"date\":\"2005-09-07 09:46:08 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5b4bb85386fe45c9f62319f2\",\"instructor_id\":\"rmp:375567\",\"instructor_name\":\"Menzie Chinn\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEwMjEzMTI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/375567\"},{\"comment\":\"I thought Jack did a good job, considering the difficulty of the material.  midterm is challenging but fair if you study from the problem sets.  The final was extremely hard.  Having a good TA is crucial, especially for the 2nd half.  Know going in that there are only 3 grades: problem sets 25% (8 of them, drops worst), midterm 30% & final 45%. \",\"course_id\":\"ECON 310\",\"date\":\"2015-05-27 21:22:19 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"659270d96860b02ffcf751d3\",\"instructor_id\":\"rmp:1630460\",\"instructor_name\":\"Jack Porter\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0OTEwNTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1630460\"},{\"comment\":\"Nothing special of a professor. Pretty hard class, and he does what he can to explain topics. Midterms are VERY hard, but he posts past midterms + practice on Canvas; use those to study. Homework + stata are easy. Midterms are 30% of your grade, but you can drop 1 (there's 2). Hard class, but manageable with enough work put in. Final was grueling.\",\"course_id\":\"ECON 310\",\"date\":\"2026-05-10 23:24:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a437e8f7357174cd04d1372c\",\"instructor_id\":\"rmp:1904025\",\"instructor_name\":\"David Hansen\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQzMDg3NTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\"}],\"evidence_count\":3,\"review_ids\":[\"5b4bb85386fe45c9f62319f2\",\"659270d96860b02ffcf751d3\",\"a437e8f7357174cd04d1372c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1630460\",\"name\":\"Jack Porter\"},{\"id\":\"rmp:1904025\",\"name\":\"David Hansen\"},{\"id\":\"rmp:375567\",\"name\":\"Menzie Chinn\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2005\"},\"sentiment\":\"positive\",\"summary\":\"Problem sets and homework are crucial for learning and exam preparation, with TAs often providing helpful support.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Very very very helpful professor. And an extremely nice person at that too. Be ready to work very hard if you haven't taken any stats before!\",\"course_id\":\"ECON 310\",\"date\":\"2003-03-27 12:05:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"1d8d54b9ac6af1cba0d7299f\",\"instructor_id\":\"rmp:173508\",\"instructor_name\":\"William (bill) Sandholm\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTc1MTY0Nw==\",\"source_url\":\"https://www.ratemyprofessors.com/professor/173508\"},{\"comment\":\"Don't take 310 unless you really need econometrics. Another stats class of lower number can be substituted, it just won't give you the econ credits. That said, Jack is a great professor. He's crystal clear, and although stats is mundane, he really goes slow and explains things thoroughly. The course is tough, he does well considering.\",\"course_id\":\"ECON 310\",\"date\":\"2011-12-18 19:55:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4c0f888ec7a1712c2a509b87\",\"instructor_id\":\"rmp:1630460\",\"instructor_name\":\"Jack Porter\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NTYyOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1630460\"},{\"comment\":\"Professor McKelvey is a great professor.  His lectures encapsulate all that you need to know for the class.  Tests are very straightforward. Doing the homework is crucial.  Generous curve at the end.\",\"course_id\":\"ECON 310\",\"date\":\"2012-12-26 16:31:13 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"4df07c87738e24c646c5d447\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxMTcwMTM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"McKelvey is great. Econ stats can be pretty boring, but he makes it as interesting as humanly possible. You really have to work for an A in this class, but a B really isn't hard to get. The material can feel overwhelming, but the way the class is set up and curved it is not hard at all to get a B. Overall, get McKelvey if you can.\",\"course_id\":\"ECON 310\",\"date\":\"2017-01-25 21:02:22 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b248a580c7df29ee957b8965\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3Nzc2MzA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"TAKE THIS PROFESSOR! very gracious grading curve (and distributions), lectures are engaging with notes posted on canvas, and each exam has 2 review lectures and very similar practice exam online. the reason this class is hard is because the exams are 65 mins for 4 multi-part problems, but pay attention and prepare well and you'll ace the class\",\"course_id\":\"ECON 310\",\"date\":\"2024-12-15 10:14:53 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f719596210cf5c949f288f85\",\"instructor_id\":\"rmp:2364304\",\"instructor_name\":\"Lorenzo Magnolfi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzA3MjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2364304\"}],\"evidence_count\":5,\"review_ids\":[\"1d8d54b9ac6af1cba0d7299f\",\"4c0f888ec7a1712c2a509b87\",\"4df07c87738e24c646c5d447\",\"b248a580c7df29ee957b8965\",\"f719596210cf5c949f288f85\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1630460\",\"name\":\"Jack Porter\"},{\"id\":\"rmp:1632497\",\"name\":\"Christopher McKelvey\"},{\"id\":\"rmp:173508\",\"name\":\"William (bill) Sandholm\"},{\"id\":\"rmp:2364304\",\"name\":\"Lorenzo Magnolfi\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2003\"},\"sentiment\":\"mixed\",\"summary\":\"The overall experience depends heavily on the instructor and the student's prior background in statistics.\"}]}","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_e104fb600738e5af6d58c4dd","course_id":"ECON 310","catalog_version_id":"7a05f8a81ea41f894d5144e0b8a3af667711f1ce5819d18dfcaa2acf8f2a0306","record_version_id":"477207001294f6f09e7b988867ae485b0067decbcb9b7143d2800abbebcaafac","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"8de4cd4f190052b73033e66fa4db9bccbb80ce983eec34872a0cebeb75d005dd","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"15921c285cc291b3f18f6d42266f7dda17a2400ccf2bbc6daf1072a68a91f96d\",\"course_id\":\"ECON 310\",\"current_instructors\":[{\"instructor_uid\":\"instructor_6d8ed43593a4bb5cb78abdf1\",\"message\":null,\"name\":\"David 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UTC\",\"review_id\":\"d083f027769ac9444e3b86b2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1904025\",\"source_review_id\":\"UmF0aW5nLTI3OTU4NTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\",\"type\":\"review\"},{\"instructor_name\":\"David Hansen\",\"review_date\":\"2017-12-13 15:30:41 +0000 UTC\",\"review_id\":\"2d48b4a43588464295fbf22c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1904025\",\"source_review_id\":\"UmF0aW5nLTI5MTc4NTU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\",\"type\":\"review\"},{\"instructor_name\":\"David Hansen\",\"review_date\":\"2018-09-09 18:55:10 +0000 UTC\",\"review_id\":\"0ca0d2e5375b68852df5a64e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1904025\",\"source_review_id\":\"UmF0aW5nLTMwNDkwODY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\",\"type\":\"review\"},{\"instructor_name\":\"David Hansen\",\"review_date\":\"2019-05-22 18:03:08 +0000 UTC\",\"review_id\":\"d903fb53cd136e5f1d28f722\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1904025\",\"source_review_id\":\"UmF0aW5nLTMxOTM0MzU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\",\"type\":\"review\"},{\"instructor_name\":\"David Hansen\",\"review_date\":\"2019-12-20 21:45:58 +0000 UTC\",\"review_id\":\"328a700da66ce6c94a27c0ca\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1904025\",\"source_review_id\":\"UmF0aW5nLTMyNzMyNzQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\",\"type\":\"review\"},{\"instructor_name\":\"David Hansen\",\"review_date\":\"2022-12-22 19:37:35 +0000 UTC\",\"review_id\":\"1f28ff2939df6822c29ce780\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1904025\",\"source_review_id\":\"UmF0aW5nLTM3MjI2MTE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\",\"type\":\"review\"},{\"instructor_name\":\"David Hansen\",\"review_date\":\"2025-02-19 05:11:22 +0000 UTC\",\"review_id\":\"757aae0bcbcdaadf9d2e2cc2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1904025\",\"source_review_id\":\"UmF0aW5nLTQwNjg1NzEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\",\"type\":\"review\"},{\"instructor_name\":\"David Hansen\",\"review_date\":\"2026-05-10 23:24:57 +0000 UTC\",\"review_id\":\"a437e8f7357174cd04d1372c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1904025\",\"source_review_id\":\"UmF0aW5nLTQzMDg3NTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\",\"type\":\"review\"}],\"text\":\"David Hansen is described as polite and helpful in office hours, though his lectures are frequently called dry, boring, or overly technical. While some students find his explanations clear and effective, others report that the material is difficult to comprehend without significant independent study. Reviewers disagree on his teaching quality, ranging from useless to really kind.\"},{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.22 GPA, 45.3% A/AB (n=150 letter grades); Fall 2025: 3.10 GPA, 46.2% A/AB (n=145 letter grades); Spring 2026: 3.15 GPA, 50.4% A/AB (n=117 letter grades).\"}]},{\"instructor_uid\":\"instructor_37b4f83e228e58534f4227a9\",\"message\":null,\"name\":\"Gregory Pac\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2583756\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Gregory Pac\",\"review_date\":\"2020-04-11 05:37:31 +0000 UTC\",\"review_id\":\"34ebb97c04c25a302dc20af9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2583756\",\"source_review_id\":\"UmF0aW5nLTMzMDQ2MzQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2583756\",\"type\":\"review\"},{\"instructor_name\":\"Gregory Pac\",\"review_date\":\"2020-12-28 03:46:26 +0000 UTC\",\"review_id\":\"28cacc98e3829a076e23a938\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2583756\",\"source_review_id\":\"UmF0aW5nLTM0MjA2MzYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2583756\",\"type\":\"review\"},{\"instructor_name\":\"Gregory Pac\",\"review_date\":\"2024-12-12 02:21:20 +0000 UTC\",\"review_id\":\"41bcc40d7ac28eb185296bb1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2583756\",\"source_review_id\":\"UmF0aW5nLTQwMjM5Mzc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2583756\",\"type\":\"review\"},{\"instructor_name\":\"Gregory Pac\",\"review_date\":\"2026-01-02 04:57:17 +0000 UTC\",\"review_id\":\"2606239b61377df63d5260b6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2583756\",\"source_review_id\":\"UmF0aW5nLTQyNDI2MzA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2583756\",\"type\":\"review\"}],\"text\":\"Gregory Pac is described as kind, available, and helpful, with many extra credit opportunities and a generous curve. Reviewers appreciate his straightforward teaching and desire for student success, though some find his lectures boring or awkward.\"},{\"citations\":[{\"instructor_name\":\"Gregory Pac\",\"review_date\":\"2023-05-09 16:40:48 +0000 UTC\",\"review_id\":\"414d5d80da9dbfdbfb23bef0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2583756\",\"source_review_id\":\"UmF0aW5nLTM3ODcxNzAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2583756\",\"type\":\"review\"},{\"instructor_name\":\"Gregory Pac\",\"review_date\":\"2025-12-09 04:26:27 +0000 UTC\",\"review_id\":\"700b3b1b3771a23bfb018e90\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2583756\",\"source_review_id\":\"UmF0aW5nLTQyMTEzNDI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2583756\",\"type\":\"review\"},{\"instructor_name\":\"Gregory Pac\",\"review_date\":\"2026-03-26 19:51:49 +0000 UTC\",\"review_id\":\"42fa2ad6288115c0fdc52f00\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2583756\",\"source_review_id\":\"UmF0aW5nLTQyNzQzMzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2583756\",\"type\":\"review\"},{\"instructor_name\":\"Gregory Pac\",\"review_date\":\"2026-07-02 16:23:40 +0000 UTC\",\"review_id\":\"85f0a7c5a9e0d1964a5967e2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2583756\",\"source_review_id\":\"UmF0aW5nLTQzMjg0NDc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2583756\",\"type\":\"review\"}],\"text\":\"Other reviewers report significant difficulties, citing brutal exams that differ from practice problems and vague slides. Some find the course unhelpful for beginners, with one reviewer calling him strict and unkind, while another notes excessive focus on AI over teaching.\"},{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.03 GPA, 44.9% A/AB (n=207 letter grades); Fall 2025: 3.11 GPA, 52.2% A/AB (n=247 letter grades); Spring 2026: 3.07 GPA, 46.8% A/AB (n=203 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"David Hansen\",\"review_date\":\"2015-05-13 23:20:32 +0000 UTC\",\"review_id\":\"0db12137f3761f21fe53497d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1904025\",\"source_review_id\":\"UmF0aW5nLTI0ODI1Njg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\",\"type\":\"review\"},{\"instructor_name\":\"David Hansen\",\"review_date\":\"2016-05-05 14:42:33 +0000 UTC\",\"review_id\":\"cb25f6d7d74d3b394081a255\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1904025\",\"source_review_id\":\"UmF0aW5nLTI2NDc4Njg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\",\"type\":\"review\"},{\"instructor_name\":\"David Hansen\",\"review_date\":\"2018-09-09 18:55:10 +0000 UTC\",\"review_id\":\"0ca0d2e5375b68852df5a64e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1904025\",\"source_review_id\":\"UmF0aW5nLTMwNDkwODY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\",\"type\":\"review\"},{\"instructor_name\":\"David Hansen\",\"review_date\":\"2022-12-22 19:37:35 +0000 UTC\",\"review_id\":\"1f28ff2939df6822c29ce780\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1904025\",\"source_review_id\":\"UmF0aW5nLTM3MjI2MTE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\",\"type\":\"review\"},{\"instructor_name\":\"David Hansen\",\"review_date\":\"2026-05-10 23:24:57 +0000 UTC\",\"review_id\":\"a437e8f7357174cd04d1372c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1904025\",\"source_review_id\":\"UmF0aW5nLTQzMDg3NTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\",\"type\":\"review\"}],\"text\":\"The course is described as hard, with difficult midterms and finals. Workload includes weekly homework via MindTap or Aplia, which some find time-consuming. One review notes that exams can be harder than practice problems.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Lorenzo Magnolfi\",\"review_date\":\"2024-12-15 10:14:53 +0000 UTC\",\"review_id\":\"f719596210cf5c949f288f85\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2364304\",\"source_review_id\":\"UmF0aW5nLTQwMzA3MjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2364304\",\"type\":\"review\"}],\"text\":\"Historical reviews of Lorenzo Magnolfi: Lorenzo Magnolfi provides engaging lectures with posted notes and generous grading curves, though exams remain challenging due to tight time limits. Reviewers emphasize that careful preparation is essential to succeed in his class.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Gregory Pac\",\"review_date\":\"2020-04-11 05:37:31 +0000 UTC\",\"review_id\":\"34ebb97c04c25a302dc20af9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2583756\",\"source_review_id\":\"UmF0aW5nLTMzMDQ2MzQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2583756\",\"type\":\"review\"},{\"instructor_name\":\"Gregory Pac\",\"review_date\":\"2020-12-28 03:46:26 +0000 UTC\",\"review_id\":\"28cacc98e3829a076e23a938\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2583756\",\"source_review_id\":\"UmF0aW5nLTM0MjA2MzYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2583756\",\"type\":\"review\"},{\"instructor_name\":\"Gregory Pac\",\"review_date\":\"2024-12-12 02:21:20 +0000 UTC\",\"review_id\":\"41bcc40d7ac28eb185296bb1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2583756\",\"source_review_id\":\"UmF0aW5nLTQwMjM5Mzc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2583756\",\"type\":\"review\"},{\"instructor_name\":\"David Hansen\",\"review_date\":\"2025-02-19 05:11:22 +0000 UTC\",\"review_id\":\"757aae0bcbcdaadf9d2e2cc2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1904025\",\"source_review_id\":\"UmF0aW5nLTQwNjg1NzEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\",\"type\":\"review\"},{\"instructor_name\":\"Gregory Pac\",\"review_date\":\"2026-01-02 04:57:17 +0000 UTC\",\"review_id\":\"2606239b61377df63d5260b6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2583756\",\"source_review_id\":\"UmF0aW5nLTQyNDI2MzA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2583756\",\"type\":\"review\"}],\"text\":\"Gregory Pac is praised as kind and helpful, with straightforward teaching and extra credit opportunities. David Hansen is viewed as kind and effective at explaining concepts, though his lectures are described as dry and the class as difficult.\"},{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.11 GPA, 45.1% A/AB (n=357 letter grades); Fall 2025: 3.11 GPA, 50.0% A/AB (n=392 letter grades); Spring 2026: 3.10 GPA, 48.1% A/AB (n=320 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"David Hansen\",\"review_date\":\"2019-05-22 18:03:08 +0000 UTC\",\"review_id\":\"d903fb53cd136e5f1d28f722\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1904025\",\"source_review_id\":\"UmF0aW5nLTMxOTM0MzU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\",\"type\":\"review\"},{\"instructor_name\":\"David Hansen\",\"review_date\":\"2019-12-20 21:45:58 +0000 UTC\",\"review_id\":\"328a700da66ce6c94a27c0ca\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1904025\",\"source_review_id\":\"UmF0aW5nLTMyNzMyNzQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1904025\",\"type\":\"review\"},{\"instructor_name\":\"Gregory Pac\",\"review_date\":\"2023-05-09 16:40:48 +0000 UTC\",\"review_id\":\"414d5d80da9dbfdbfb23bef0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2583756\",\"source_review_id\":\"UmF0aW5nLTM3ODcxNzAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2583756\",\"type\":\"review\"},{\"instructor_name\":\"Gregory Pac\",\"review_date\":\"2024-12-12 02:21:20 +0000 UTC\",\"review_id\":\"41bcc40d7ac28eb185296bb1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2583756\",\"source_review_id\":\"UmF0aW5nLTQwMjM5Mzc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2583756\",\"type\":\"review\"},{\"instructor_name\":\"Gregory Pac\",\"review_date\":\"2026-07-02 16:23:40 +0000 UTC\",\"review_id\":\"85f0a7c5a9e0d1964a5967e2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2583756\",\"source_review_id\":\"UmF0aW5nLTQzMjg0NDc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2583756\",\"type\":\"review\"}],\"text\":\"Office hours are cited as helpful resources for both instructors. Gregory Pac is appreciated for his availability and kindness, while one review criticizes his focus on AI over content. David Hansen is noted for being willing to help students understand material.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"}],\"text\":\"ANDRES ARADILLAS-LOPEZ is recorded teaching in Fall 2009, Fall 2010, Spring 2012, Spring 2013. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"CHRISTOPHER MCKELVEY is recorded teaching in Fall 2012, Spring 2014, Fall 2014, Fall 2015, Fall 2016, Spring 2017, Spring 2018, Fall 2018, Fall 2021, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECON 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310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"DAVID HANSEN is recorded teaching in Spring 2015, Fall 2015, Spring 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"}],\"text\":\"FRANCESCO DECAROLIS is recorded teaching in Spring 2010, Spring 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"}],\"text\":\"GEOFFREY WALLACE is recorded teaching in Fall 2013. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ECON 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310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"GRZEGORZ PAC is recorded teaching in Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"}],\"text\":\"JACK PORTER is recorded teaching in Fall 2008, Spring 2009, Fall 2011, Spring 2015. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"}],\"text\":\"JAMES R WALKER is recorded teaching in Fall 2006. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECON 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"source_record\":{\"entity_id\":\"0197f3d8-785d-3a4e-a93b-06e34105c951\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"WILLIAM SANDHOLM is recorded teaching in Fall 2017, Spring 2019. 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}]