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The class is not easy but he is always willing to help. Very helpful and friendly\",\"course_id\":\"ECON 410\",\"date\":\"2012-05-31 23:14:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1c5d896994750ecee500177b\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMzY5MjU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Great professor, extremely approachable and intelligent. One of my best experiences in Madison\",\"course_id\":\"ECON 410\",\"date\":\"2014-05-07 16:24:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9ecabce9f323d1e53720dd96\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzMTg5MDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"McKelvey is an excellent professor. Easy with his curve to get a B and if you put in some work to get an AB. Tests cover everything so need to have a solid command of material. I have taken 2 classes with him and would take again.\",\"course_id\":\"ECON 410\",\"date\":\"2015-05-18 21:35:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"6ff3fb1e4852dfe8870e6129\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0ODYzMTQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Professor McKelvey is a real star in the Econ department. He is a lecturer, so he is truly focused on his students and not his own research. Lectures can get a little boring but that is due to the material and not him. I would highly recommend taking 410 with McKelvey. He's helpful, easy to understand, and just a really cool guy in general!\",\"course_id\":\"ECON 410\",\"date\":\"2016-05-25 16:50:30 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"13b3fb4d4522998959f12c5b\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NjUxNTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"He is amazing!!! He is my most favorite professor! He really cares about his students and is willing to take extra time to answer questions! He is the only professor whom I will not blame or complain if I get a bad grade in the end! I think any student who wants to study econometric should take his class and you will get more than you think!\",\"course_id\":\"ECON 410\",\"date\":\"2019-12-02 23:05:23 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f6a7dd4aa1a5750f2117c56c\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyNTA0MzA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"The man, the myth, the legend. He is clear, very animated and makes an otherwise boring subject interesting.\",\"course_id\":\"ECON 410\",\"date\":\"2025-03-20 06:19:03 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"03aa69b980c2f9947821e7f2\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNzkzNTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"}],\"evidence_count\":6,\"review_ids\":[\"1c5d896994750ecee500177b\",\"9ecabce9f323d1e53720dd96\",\"6ff3fb1e4852dfe8870e6129\",\"13b3fb4d4522998959f12c5b\",\"f6a7dd4aa1a5750f2117c56c\",\"03aa69b980c2f9947821e7f2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1632497\",\"name\":\"Christopher McKelvey\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2012\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1632497\",\"summary\":\"Cited reviews praise Christopher McKelvey as approachable, helpful, and clear, with several recommending him highly.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"He is very separated from the TA in teaching this class. He leaves topics very vague. Also his lectures are intolerable(and I am an Econ major).  The math is very easy, however, and he does a good job of explaining it.\",\"course_id\":\"ECON 410\",\"date\":\"2008-12-03 18:09:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9e1d9cb953353bedcee3bb9f\",\"instructor_id\":\"rmp:1184265\",\"instructor_name\":\"Jean-Francois Houde\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1MDk3MDc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\"},{\"comment\":\"First exam average was 43/100. Second: 76/100. He curves so that average is a B so he is not sadistic. Exams are like the D-day beach assault, many die but you end up winning. His accent and hand writing make lecture sometimes hard to follow. Pray for a good TA because they are in charge of a large portion of the class. Textbook was GREAT!Good luck\",\"course_id\":\"ECON 410\",\"date\":\"2008-12-05 00:05:18 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"d3e2c5259642c2ba24c81916\",\"instructor_id\":\"rmp:1184265\",\"instructor_name\":\"Jean-Francois Houde\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE1MTEwNDU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\"},{\"comment\":\"Material itself was challenging, but Houde did a good job of taking time to explain it.  One very annoying student made class unbearable.  I studied the notes a ton to do well. The "D-day" analogy is right on. I would almost break-down in tears during the exam, then find out my 65% was an A!\",\"course_id\":\"ECON 410\",\"date\":\"2008-12-18 23:43:51 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8ea84fa67eaebe8886705483\",\"instructor_id\":\"rmp:1184265\",\"instructor_name\":\"Jean-Francois Houde\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE1MjM5MjU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\"}],\"evidence_count\":3,\"review_ids\":[\"9e1d9cb953353bedcee3bb9f\",\"d3e2c5259642c2ba24c81916\",\"8ea84fa67eaebe8886705483\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1184265\",\"name\":\"Jean-Francois Houde\"}],\"review_year_end\":\"2008\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:1184265\",\"summary\":\"Reviews of Jean-Francois Houde note difficulty following lectures due to accent and handwriting, though some found his math explanations good.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"A slides redaing Robot who had no idea of all the material. \",\"course_id\":\"ECON 410\",\"date\":\"2022-10-24 21:18:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ab86014ba6b557aff61644ab\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzMxNDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Professor Yata had terrible lectures that often made the material much more confusing than it really was. Tests were basically the same as previous ones. I read the textbook and skipped all lectures and that helped me a lot.\",\"course_id\":\"ECON 410\",\"date\":\"2025-02-13 16:09:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2c3c909c6a6b51c822194c4d\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNjY5MDM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Genuinely just reads the slides. Content is not actually that difficult but his lectures make it confusing. Just save yourself the trouble and learn the content on your own before the exams. His exams are extremely predictable and just like the practice exams which makes it very easy to get an A in the course\",\"course_id\":\"ECON 410\",\"date\":\"2025-12-21 16:41:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5225c6836066e83ea5859d1d\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMzY3NzUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Kohei seems like a nice guy but his lectures were a real struggle. I found they made the concepts much more confusing. He is very soft spoken with a very strong accent and just reads off the slides. I had trouble understanding him and it made it hard to be engaged in lecture. The tests were exactly like the old exams though, which saved me.\",\"course_id\":\"ECON 410\",\"date\":\"2026-03-18 01:04:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e9806b372cae527834e43e22\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNzA5Mzkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"}],\"evidence_count\":4,\"review_ids\":[\"ab86014ba6b557aff61644ab\",\"2c3c909c6a6b51c822194c4d\",\"5225c6836066e83ea5859d1d\",\"e9806b372cae527834e43e22\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2834113\",\"name\":\"Kohei Yata\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2022\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2834113\",\"summary\":\"Several reviewers criticize Kohei Yata's lectures for being confusing, slide-reading, or having an accent that made engagement difficult.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"it is hard because you need to remember a lot. Class is boring simply go through the slides. HW is uncorrelated with book. Need to spend huge amount of time on the course.\",\"course_id\":\"ECON 410\",\"date\":\"2011-12-21 16:40:00 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"a2e892fe50c8a2dca5dd9e99\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE5NTk1NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"410 is pretty hard. prof is a smart guy which sometimes make me feel lost during lecture, however, as you do not have much choice for this course, he is a good choice. Clear HW and exam, just prepare for a hard time. 410 is hard and I feel acceptable after ending with B (I know you guys will get A while I cannot).\",\"course_id\":\"ECON 410\",\"date\":\"2020-05-24 01:32:06 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1972486c935b350acc154350\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMzMzYyMzIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Professor McKelvey is easily the best professor I've had at UW. He is always willing to meet outside of class to help and shows that he cares. You are also allowed a note card for equations on exams. Great guy, but this course is also the hardest class I've taken so try to get a study group.\",\"course_id\":\"ECON 410\",\"date\":\"2023-09-14 23:11:40 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"09166383ecc5d7b6d2919d44\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MjE4MDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"}],\"evidence_count\":3,\"review_ids\":[\"a2e892fe50c8a2dca5dd9e99\",\"1972486c935b350acc154350\",\"09166383ecc5d7b6d2919d44\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1632497\",\"name\":\"Christopher McKelvey\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2011\"},\"sentiment\":\"neutral\",\"subject_instructor_id\":null,\"summary\":\"Reviewers describe ECON 410 as one of the hardest undergraduate economics classes, requiring significant time and study effort.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Slides were very helpful and usually had all the information you'd need to succeed in the class (once Kohei released the annotated version of slides, that is). I appreciated that he included modern economic research in the slides, it made the material more engaging. Practice exams were incredibly similar to the exams we received. Overall good prof.\",\"course_id\":\"ECON 410\",\"date\":\"2022-12-30 01:51:07 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"614f42584a61364aaaabec4c\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MjYyMDM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Content is not easy, but econometrics itself is by no means a simple topic. Exams are predictable, so I would say it's overall a fair game. Handouts will be really helpful for making mind maps. Prof.Yata is actually knowledgeable and can answers many questions which beyond our scope. Accessible and willing to help outside of class. \",\"course_id\":\"ECON 410\",\"date\":\"2023-01-28 00:28:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f6736fd4cf6bbe505fb84ab7\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3Mzg2Nzk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Great lecture slides, will 100% prepare you for the exams. Lectures maybe a little boring but that's because Econometrics can often be boring itself. Professor accessible outside of class during office hours. Do past papers. \",\"course_id\":\"ECON 410\",\"date\":\"2024-12-23 12:45:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0a6c2893fa24ab77ee8f1e04\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwNDIyNDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Genuinely just reads the slides. Content is not actually that difficult but his lectures make it confusing. Just save yourself the trouble and learn the content on your own before the exams. His exams are extremely predictable and just like the practice exams which makes it very easy to get an A in the course\",\"course_id\":\"ECON 410\",\"date\":\"2025-12-21 16:41:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5225c6836066e83ea5859d1d\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMzY3NzUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Kohei seems like a nice guy but his lectures were a real struggle. I found they made the concepts much more confusing. He is very soft spoken with a very strong accent and just reads off the slides. I had trouble understanding him and it made it hard to be engaged in lecture. The tests were exactly like the old exams though, which saved me.\",\"course_id\":\"ECON 410\",\"date\":\"2026-03-18 01:04:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e9806b372cae527834e43e22\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNzA5Mzkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"}],\"evidence_count\":5,\"review_ids\":[\"614f42584a61364aaaabec4c\",\"f6736fd4cf6bbe505fb84ab7\",\"0a6c2893fa24ab77ee8f1e04\",\"5225c6836066e83ea5859d1d\",\"e9806b372cae527834e43e22\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2834113\",\"name\":\"Kohei Yata\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2022\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2834113\",\"summary\":\"Cited reviews indicate that Kohei Yata's exams are predictable and closely resemble practice exams or previous years' tests.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"The lectures are easy to learn from and his commentary is funny, so it makes going to class enjoyable. I was worried about taking this class, but so far it's been one of my favorite classes in the econ dept. Overall great professor! The only thing is that sometimes he flips through slides pretty fast, so bring the printed powerpoints to class.\",\"course_id\":\"ECON 410\",\"date\":\"2018-11-13 23:43:44 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"04531965316f73152e7053ad\",\"instructor_id\":\"rmp:2406161\",\"instructor_name\":\"Mikkel Soelvsten\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNzE5NzE5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2406161\"},{\"comment\":\"Mikkel warned us that the class will be hard right from the get go. While it is a difficult course, he makes sure to do his best to help you understand. He is very helpful if you reach out for help. 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The class is not easy but he is always willing to help. Very helpful and friendly\",\"course_id\":\"ECON 410\",\"date\":\"2012-05-31 23:14:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1c5d896994750ecee500177b\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMzY5MjU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Great professor, extremely approachable and intelligent. One of my best experiences in Madison\",\"course_id\":\"ECON 410\",\"date\":\"2014-05-07 16:24:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9ecabce9f323d1e53720dd96\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzMTg5MDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"McKelvey is an excellent professor. Easy with his curve to get a B and if you put in some work to get an AB. Tests cover everything so need to have a solid command of material. I have taken 2 classes with him and would take again.\",\"course_id\":\"ECON 410\",\"date\":\"2015-05-18 21:35:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"6ff3fb1e4852dfe8870e6129\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0ODYzMTQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Professor McKelvey is a real star in the Econ department. He is a lecturer, so he is truly focused on his students and not his own research. Lectures can get a little boring but that is due to the material and not him. I would highly recommend taking 410 with McKelvey. He's helpful, easy to understand, and just a really cool guy in general!\",\"course_id\":\"ECON 410\",\"date\":\"2016-05-25 16:50:30 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"13b3fb4d4522998959f12c5b\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NjUxNTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"He is amazing!!! He is my most favorite professor! He really cares about his students and is willing to take extra time to answer questions! He is the only professor whom I will not blame or complain if I get a bad grade in the end! I think any student who wants to study econometric should take his class and you will get more than you think!\",\"course_id\":\"ECON 410\",\"date\":\"2019-12-02 23:05:23 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f6a7dd4aa1a5750f2117c56c\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyNTA0MzA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"The man, the myth, the legend. He is clear, very animated and makes an otherwise boring subject interesting.\",\"course_id\":\"ECON 410\",\"date\":\"2025-03-20 06:19:03 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"03aa69b980c2f9947821e7f2\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNzkzNTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"}],\"evidence_count\":6,\"review_ids\":[\"1c5d896994750ecee500177b\",\"9ecabce9f323d1e53720dd96\",\"6ff3fb1e4852dfe8870e6129\",\"13b3fb4d4522998959f12c5b\",\"f6a7dd4aa1a5750f2117c56c\",\"03aa69b980c2f9947821e7f2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1632497\",\"name\":\"Christopher McKelvey\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2012\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1632497\",\"summary\":\"Cited reviews praise Christopher McKelvey as approachable, helpful, and clear, with several recommending him highly.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"He is very separated from the TA in teaching this class. He leaves topics very vague. Also his lectures are intolerable(and I am an Econ major).  The math is very easy, however, and he does a good job of explaining it.\",\"course_id\":\"ECON 410\",\"date\":\"2008-12-03 18:09:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9e1d9cb953353bedcee3bb9f\",\"instructor_id\":\"rmp:1184265\",\"instructor_name\":\"Jean-Francois Houde\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1MDk3MDc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\"},{\"comment\":\"First exam average was 43/100. Second: 76/100. He curves so that average is a B so he is not sadistic. Exams are like the D-day beach assault, many die but you end up winning. His accent and hand writing make lecture sometimes hard to follow. Pray for a good TA because they are in charge of a large portion of the class. Textbook was GREAT!Good luck\",\"course_id\":\"ECON 410\",\"date\":\"2008-12-05 00:05:18 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"d3e2c5259642c2ba24c81916\",\"instructor_id\":\"rmp:1184265\",\"instructor_name\":\"Jean-Francois Houde\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE1MTEwNDU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\"},{\"comment\":\"Material itself was challenging, but Houde did a good job of taking time to explain it.  One very annoying student made class unbearable.  I studied the notes a ton to do well. The "D-day" analogy is right on. I would almost break-down in tears during the exam, then find out my 65% was an A!\",\"course_id\":\"ECON 410\",\"date\":\"2008-12-18 23:43:51 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8ea84fa67eaebe8886705483\",\"instructor_id\":\"rmp:1184265\",\"instructor_name\":\"Jean-Francois Houde\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE1MjM5MjU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\"}],\"evidence_count\":3,\"review_ids\":[\"9e1d9cb953353bedcee3bb9f\",\"d3e2c5259642c2ba24c81916\",\"8ea84fa67eaebe8886705483\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1184265\",\"name\":\"Jean-Francois Houde\"}],\"review_year_end\":\"2008\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:1184265\",\"summary\":\"Reviews of Jean-Francois Houde note difficulty following lectures due to accent and handwriting, though some found his math explanations good.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"A slides redaing Robot who had no idea of all the material. \",\"course_id\":\"ECON 410\",\"date\":\"2022-10-24 21:18:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ab86014ba6b557aff61644ab\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzMxNDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Professor Yata had terrible lectures that often made the material much more confusing than it really was. Tests were basically the same as previous ones. I read the textbook and skipped all lectures and that helped me a lot.\",\"course_id\":\"ECON 410\",\"date\":\"2025-02-13 16:09:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2c3c909c6a6b51c822194c4d\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNjY5MDM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Genuinely just reads the slides. Content is not actually that difficult but his lectures make it confusing. Just save yourself the trouble and learn the content on your own before the exams. His exams are extremely predictable and just like the practice exams which makes it very easy to get an A in the course\",\"course_id\":\"ECON 410\",\"date\":\"2025-12-21 16:41:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5225c6836066e83ea5859d1d\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMzY3NzUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Kohei seems like a nice guy but his lectures were a real struggle. I found they made the concepts much more confusing. He is very soft spoken with a very strong accent and just reads off the slides. I had trouble understanding him and it made it hard to be engaged in lecture. The tests were exactly like the old exams though, which saved me.\",\"course_id\":\"ECON 410\",\"date\":\"2026-03-18 01:04:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e9806b372cae527834e43e22\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNzA5Mzkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"}],\"evidence_count\":4,\"review_ids\":[\"ab86014ba6b557aff61644ab\",\"2c3c909c6a6b51c822194c4d\",\"5225c6836066e83ea5859d1d\",\"e9806b372cae527834e43e22\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2834113\",\"name\":\"Kohei Yata\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2022\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2834113\",\"summary\":\"Several reviewers criticize Kohei Yata's lectures for being confusing, slide-reading, or having an accent that made engagement difficult.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"it is hard because you need to remember a lot. Class is boring simply go through the slides. HW is uncorrelated with book. Need to spend huge amount of time on the course.\",\"course_id\":\"ECON 410\",\"date\":\"2011-12-21 16:40:00 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"a2e892fe50c8a2dca5dd9e99\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE5NTk1NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"410 is pretty hard. prof is a smart guy which sometimes make me feel lost during lecture, however, as you do not have much choice for this course, he is a good choice. Clear HW and exam, just prepare for a hard time. 410 is hard and I feel acceptable after ending with B (I know you guys will get A while I cannot).\",\"course_id\":\"ECON 410\",\"date\":\"2020-05-24 01:32:06 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1972486c935b350acc154350\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMzMzYyMzIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Professor McKelvey is easily the best professor I've had at UW. He is always willing to meet outside of class to help and shows that he cares. You are also allowed a note card for equations on exams. Great guy, but this course is also the hardest class I've taken so try to get a study group.\",\"course_id\":\"ECON 410\",\"date\":\"2023-09-14 23:11:40 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"09166383ecc5d7b6d2919d44\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MjE4MDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"}],\"evidence_count\":3,\"review_ids\":[\"a2e892fe50c8a2dca5dd9e99\",\"1972486c935b350acc154350\",\"09166383ecc5d7b6d2919d44\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1632497\",\"name\":\"Christopher McKelvey\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2011\"},\"sentiment\":\"neutral\",\"subject_instructor_id\":null,\"summary\":\"Reviewers describe ECON 410 as one of the hardest undergraduate economics classes, requiring significant time and study effort.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Slides were very helpful and usually had all the information you'd need to succeed in the class (once Kohei released the annotated version of slides, that is). I appreciated that he included modern economic research in the slides, it made the material more engaging. Practice exams were incredibly similar to the exams we received. Overall good prof.\",\"course_id\":\"ECON 410\",\"date\":\"2022-12-30 01:51:07 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"614f42584a61364aaaabec4c\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MjYyMDM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Content is not easy, but econometrics itself is by no means a simple topic. Exams are predictable, so I would say it's overall a fair game. Handouts will be really helpful for making mind maps. Prof.Yata is actually knowledgeable and can answers many questions which beyond our scope. Accessible and willing to help outside of class. \",\"course_id\":\"ECON 410\",\"date\":\"2023-01-28 00:28:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f6736fd4cf6bbe505fb84ab7\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3Mzg2Nzk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Great lecture slides, will 100% prepare you for the exams. Lectures maybe a little boring but that's because Econometrics can often be boring itself. Professor accessible outside of class during office hours. Do past papers. \",\"course_id\":\"ECON 410\",\"date\":\"2024-12-23 12:45:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0a6c2893fa24ab77ee8f1e04\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwNDIyNDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Genuinely just reads the slides. Content is not actually that difficult but his lectures make it confusing. Just save yourself the trouble and learn the content on your own before the exams. His exams are extremely predictable and just like the practice exams which makes it very easy to get an A in the course\",\"course_id\":\"ECON 410\",\"date\":\"2025-12-21 16:41:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5225c6836066e83ea5859d1d\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMzY3NzUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Kohei seems like a nice guy but his lectures were a real struggle. I found they made the concepts much more confusing. He is very soft spoken with a very strong accent and just reads off the slides. I had trouble understanding him and it made it hard to be engaged in lecture. The tests were exactly like the old exams though, which saved me.\",\"course_id\":\"ECON 410\",\"date\":\"2026-03-18 01:04:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e9806b372cae527834e43e22\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNzA5Mzkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"}],\"evidence_count\":5,\"review_ids\":[\"614f42584a61364aaaabec4c\",\"f6736fd4cf6bbe505fb84ab7\",\"0a6c2893fa24ab77ee8f1e04\",\"5225c6836066e83ea5859d1d\",\"e9806b372cae527834e43e22\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2834113\",\"name\":\"Kohei Yata\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2022\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2834113\",\"summary\":\"Cited reviews indicate that Kohei Yata's exams are predictable and closely resemble practice exams or previous years' tests.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"The lectures are easy to learn from and his commentary is funny, so it makes going to class enjoyable. I was worried about taking this class, but so far it's been one of my favorite classes in the econ dept. Overall great professor! The only thing is that sometimes he flips through slides pretty fast, so bring the printed powerpoints to class.\",\"course_id\":\"ECON 410\",\"date\":\"2018-11-13 23:43:44 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"04531965316f73152e7053ad\",\"instructor_id\":\"rmp:2406161\",\"instructor_name\":\"Mikkel Soelvsten\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNzE5NzE5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2406161\"},{\"comment\":\"Mikkel warned us that the class will be hard right from the get go. While it is a difficult course, he makes sure to do his best to help you understand. He is very helpful if you reach out for help. He does go through his lectures at a fast pace but he always posts his slides so you can always get ahead or catchup later.\",\"course_id\":\"ECON 410\",\"date\":\"2021-12-19 18:45:01 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"61bbec5be91eb1ef69a0d60b\",\"instructor_id\":\"rmp:2406161\",\"instructor_name\":\"Mikkel Soelvsten\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM1NTk3ODY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2406161\"},{\"comment\":\"This course isn't the easiest but totally doable. Mikkel responds to emails quickly and his lectures are fairly straightforward. Tests are medium difficult but the final is a bit harder.\",\"course_id\":\"ECON 410\",\"date\":\"2021-12-27 21:29:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"37ce0453126b04ebbbd6905d\",\"instructor_id\":\"rmp:2406161\",\"instructor_name\":\"Mikkel Soelvsten\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM1NjYzMjAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2406161\"}],\"evidence_count\":3,\"review_ids\":[\"04531965316f73152e7053ad\",\"61bbec5be91eb1ef69a0d60b\",\"37ce0453126b04ebbbd6905d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2406161\",\"name\":\"Mikkel Soelvsten\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2406161\",\"summary\":\"Cited reviews praise Mikkel Soelvsten for being helpful, responsive to emails, and making lectures straightforward despite a fast pace.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_45144ea1ab61fccd3dc0a3f6","course_id":"ECON 410","catalog_version_id":"7259c5a8f6798f4359c6698d323de8c33644bbcfbc7830d44e0e21479ebee9c3","record_version_id":"dbfb3a69fe5d04dd81372b7fb3789caf233e6d38c9e5e6619737733d6f5ba9b2","job_id":"enrich-789789da373eecc1ff75f626","output_id":"abb153c3498c8cc6f36629d890e09fdea20cb5fb339510d346a793a607a185b2","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"ECON 310and (MATH 217 or221). 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Easy with his curve to get a B and if you put in some work to get an AB. Tests cover everything so need to have a solid command of material. I have taken 2 classes with him and would take again.\",\"course_id\":\"ECON 410\",\"date\":\"2015-05-18 21:35:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"6ff3fb1e4852dfe8870e6129\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0ODYzMTQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Professor McKelvey is a real star in the Econ department. He is a lecturer, so he is truly focused on his students and not his own research. Lectures can get a little boring but that is due to the material and not him. I would highly recommend taking 410 with McKelvey. He's helpful, easy to understand, and just a really cool guy in general!\",\"course_id\":\"ECON 410\",\"date\":\"2016-05-25 16:50:30 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"13b3fb4d4522998959f12c5b\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NjUxNTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"He is amazing!!! He is my most favorite professor! He really cares about his students and is willing to take extra time to answer questions! He is the only professor whom I will not blame or complain if I get a bad grade in the end! I think any student who wants to study econometric should take his class and you will get more than you think!\",\"course_id\":\"ECON 410\",\"date\":\"2019-12-02 23:05:23 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f6a7dd4aa1a5750f2117c56c\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyNTA0MzA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"The man, the myth, the legend. 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He leaves topics very vague. Also his lectures are intolerable(and I am an Econ major).  The math is very easy, however, and he does a good job of explaining it.\",\"course_id\":\"ECON 410\",\"date\":\"2008-12-03 18:09:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9e1d9cb953353bedcee3bb9f\",\"instructor_id\":\"rmp:1184265\",\"instructor_name\":\"Jean-Francois Houde\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1MDk3MDc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\"},{\"comment\":\"First exam average was 43/100. Second: 76/100. He curves so that average is a B so he is not sadistic. Exams are like the D-day beach assault, many die but you end up winning. His accent and hand writing make lecture sometimes hard to follow. Pray for a good TA because they are in charge of a large portion of the class. Textbook was GREAT!Good luck\",\"course_id\":\"ECON 410\",\"date\":\"2008-12-05 00:05:18 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"d3e2c5259642c2ba24c81916\",\"instructor_id\":\"rmp:1184265\",\"instructor_name\":\"Jean-Francois Houde\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE1MTEwNDU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\"},{\"comment\":\"Material itself was challenging, but Houde did a good job of taking time to explain it.  One very annoying student made class unbearable.  I studied the notes a ton to do well. The "D-day" analogy is right on. I would almost break-down in tears during the exam, then find out my 65% was an A!\",\"course_id\":\"ECON 410\",\"date\":\"2008-12-18 23:43:51 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8ea84fa67eaebe8886705483\",\"instructor_id\":\"rmp:1184265\",\"instructor_name\":\"Jean-Francois Houde\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE1MjM5MjU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\"}],\"evidence_count\":3,\"review_ids\":[\"9e1d9cb953353bedcee3bb9f\",\"d3e2c5259642c2ba24c81916\",\"8ea84fa67eaebe8886705483\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1184265\",\"name\":\"Jean-Francois Houde\"}],\"review_year_end\":\"2008\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:1184265\",\"summary\":\"Reviews of Jean-Francois Houde note difficulty following lectures due to accent and handwriting, though some found his math explanations good.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"A slides redaing Robot who had no idea of all the material. \",\"course_id\":\"ECON 410\",\"date\":\"2022-10-24 21:18:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ab86014ba6b557aff61644ab\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzMxNDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Professor Yata had terrible lectures that often made the material much more confusing than it really was. Tests were basically the same as previous ones. I read the textbook and skipped all lectures and that helped me a lot.\",\"course_id\":\"ECON 410\",\"date\":\"2025-02-13 16:09:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2c3c909c6a6b51c822194c4d\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNjY5MDM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Genuinely just reads the slides. Content is not actually that difficult but his lectures make it confusing. Just save yourself the trouble and learn the content on your own before the exams. His exams are extremely predictable and just like the practice exams which makes it very easy to get an A in the course\",\"course_id\":\"ECON 410\",\"date\":\"2025-12-21 16:41:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5225c6836066e83ea5859d1d\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMzY3NzUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Kohei seems like a nice guy but his lectures were a real struggle. I found they made the concepts much more confusing. He is very soft spoken with a very strong accent and just reads off the slides. I had trouble understanding him and it made it hard to be engaged in lecture. The tests were exactly like the old exams though, which saved me.\",\"course_id\":\"ECON 410\",\"date\":\"2026-03-18 01:04:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e9806b372cae527834e43e22\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNzA5Mzkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"}],\"evidence_count\":4,\"review_ids\":[\"ab86014ba6b557aff61644ab\",\"2c3c909c6a6b51c822194c4d\",\"5225c6836066e83ea5859d1d\",\"e9806b372cae527834e43e22\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2834113\",\"name\":\"Kohei Yata\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2022\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2834113\",\"summary\":\"Several reviewers criticize Kohei Yata's lectures for being confusing, slide-reading, or having an accent that made engagement difficult.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"it is hard because you need to remember a lot. Class is boring simply go through the slides. HW is uncorrelated with book. Need to spend huge amount of time on the course.\",\"course_id\":\"ECON 410\",\"date\":\"2011-12-21 16:40:00 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"a2e892fe50c8a2dca5dd9e99\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE5NTk1NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"410 is pretty hard. prof is a smart guy which sometimes make me feel lost during lecture, however, as you do not have much choice for this course, he is a good choice. Clear HW and exam, just prepare for a hard time. 410 is hard and I feel acceptable after ending with B (I know you guys will get A while I cannot).\",\"course_id\":\"ECON 410\",\"date\":\"2020-05-24 01:32:06 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1972486c935b350acc154350\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMzMzYyMzIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Professor McKelvey is easily the best professor I've had at UW. He is always willing to meet outside of class to help and shows that he cares. You are also allowed a note card for equations on exams. Great guy, but this course is also the hardest class I've taken so try to get a study group.\",\"course_id\":\"ECON 410\",\"date\":\"2023-09-14 23:11:40 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"09166383ecc5d7b6d2919d44\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MjE4MDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"}],\"evidence_count\":3,\"review_ids\":[\"a2e892fe50c8a2dca5dd9e99\",\"1972486c935b350acc154350\",\"09166383ecc5d7b6d2919d44\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1632497\",\"name\":\"Christopher McKelvey\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2011\"},\"sentiment\":\"neutral\",\"subject_instructor_id\":null,\"summary\":\"Reviewers describe ECON 410 as one of the hardest undergraduate economics classes, requiring significant time and study effort.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Slides were very helpful and usually had all the information you'd need to succeed in the class (once Kohei released the annotated version of slides, that is). I appreciated that he included modern economic research in the slides, it made the material more engaging. Practice exams were incredibly similar to the exams we received. Overall good prof.\",\"course_id\":\"ECON 410\",\"date\":\"2022-12-30 01:51:07 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"614f42584a61364aaaabec4c\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MjYyMDM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Content is not easy, but econometrics itself is by no means a simple topic. Exams are predictable, so I would say it's overall a fair game. Handouts will be really helpful for making mind maps. Prof.Yata is actually knowledgeable and can answers many questions which beyond our scope. Accessible and willing to help outside of class. \",\"course_id\":\"ECON 410\",\"date\":\"2023-01-28 00:28:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f6736fd4cf6bbe505fb84ab7\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3Mzg2Nzk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Great lecture slides, will 100% prepare you for the exams. Lectures maybe a little boring but that's because Econometrics can often be boring itself. Professor accessible outside of class during office hours. Do past papers. \",\"course_id\":\"ECON 410\",\"date\":\"2024-12-23 12:45:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0a6c2893fa24ab77ee8f1e04\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwNDIyNDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Genuinely just reads the slides. Content is not actually that difficult but his lectures make it confusing. Just save yourself the trouble and learn the content on your own before the exams. His exams are extremely predictable and just like the practice exams which makes it very easy to get an A in the course\",\"course_id\":\"ECON 410\",\"date\":\"2025-12-21 16:41:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5225c6836066e83ea5859d1d\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMzY3NzUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Kohei seems like a nice guy but his lectures were a real struggle. I found they made the concepts much more confusing. He is very soft spoken with a very strong accent and just reads off the slides. I had trouble understanding him and it made it hard to be engaged in lecture. The tests were exactly like the old exams though, which saved me.\",\"course_id\":\"ECON 410\",\"date\":\"2026-03-18 01:04:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e9806b372cae527834e43e22\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNzA5Mzkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"}],\"evidence_count\":5,\"review_ids\":[\"614f42584a61364aaaabec4c\",\"f6736fd4cf6bbe505fb84ab7\",\"0a6c2893fa24ab77ee8f1e04\",\"5225c6836066e83ea5859d1d\",\"e9806b372cae527834e43e22\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2834113\",\"name\":\"Kohei Yata\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2022\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2834113\",\"summary\":\"Cited reviews indicate that Kohei Yata's exams are predictable and closely resemble practice exams or previous years' tests.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"The lectures are easy to learn from and his commentary is funny, so it makes going to class enjoyable. I was worried about taking this class, but so far it's been one of my favorite classes in the econ dept. Overall great professor! The only thing is that sometimes he flips through slides pretty fast, so bring the printed powerpoints to class.\",\"course_id\":\"ECON 410\",\"date\":\"2018-11-13 23:43:44 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"04531965316f73152e7053ad\",\"instructor_id\":\"rmp:2406161\",\"instructor_name\":\"Mikkel Soelvsten\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNzE5NzE5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2406161\"},{\"comment\":\"Mikkel warned us that the class will be hard right from the get go. While it is a difficult course, he makes sure to do his best to help you understand. He is very helpful if you reach out for help. He does go through his lectures at a fast pace but he always posts his slides so you can always get ahead or catchup later.\",\"course_id\":\"ECON 410\",\"date\":\"2021-12-19 18:45:01 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"61bbec5be91eb1ef69a0d60b\",\"instructor_id\":\"rmp:2406161\",\"instructor_name\":\"Mikkel Soelvsten\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM1NTk3ODY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2406161\"},{\"comment\":\"This course isn't the easiest but totally doable. Mikkel responds to emails quickly and his lectures are fairly straightforward. Tests are medium difficult but the final is a bit harder.\",\"course_id\":\"ECON 410\",\"date\":\"2021-12-27 21:29:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"37ce0453126b04ebbbd6905d\",\"instructor_id\":\"rmp:2406161\",\"instructor_name\":\"Mikkel Soelvsten\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM1NjYzMjAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2406161\"}],\"evidence_count\":3,\"review_ids\":[\"04531965316f73152e7053ad\",\"61bbec5be91eb1ef69a0d60b\",\"37ce0453126b04ebbbd6905d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2406161\",\"name\":\"Mikkel Soelvsten\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2406161\",\"summary\":\"Cited reviews praise Mikkel Soelvsten for being helpful, responsive to emails, and making lectures straightforward despite a fast pace.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_45144ea1ab61fccd3dc0a3f6","course_id":"ECON 410","catalog_version_id":"7259c5a8f6798f4359c6698d323de8c33644bbcfbc7830d44e0e21479ebee9c3","record_version_id":"dbfb3a69fe5d04dd81372b7fb3789caf233e6d38c9e5e6619737733d6f5ba9b2","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"20ce1aff296cbda84147d2a9e3a6f3a0d7c0df5b63666d1064f9f3e42c5a51c3","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"ECON 310and (MATH 217 or221). 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Topics include: survey methods and data sources; multiple regression and analysis of variance; econometric estimation; forecasting and policy applications.\"}],\"text\":\"Introductory Econometrics covers statistical methods for applied economic research, including regression, ANOVA, and forecasting.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON 410\",\"field\":\"description\",\"quote\":\"survey methods and data sources\"}],\"text\":\"Survey methods and data sources\"},{\"evidence\":[{\"course_id\":\"ECON 410\",\"field\":\"description\",\"quote\":\"multiple regression and analysis of variance\"}],\"text\":\"Multiple regression and analysis of variance\"},{\"evidence\":[{\"course_id\":\"ECON 410\",\"field\":\"description\",\"quote\":\"econometric estimation\"}],\"text\":\"Econometric estimation\"},{\"evidence\":[{\"course_id\":\"ECON 410\",\"field\":\"description\",\"quote\":\"forecasting and policy applications\"}],\"text\":\"Forecasting and policy applications\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_45144ea1ab61fccd3dc0a3f6","course_id":"ECON 410","catalog_version_id":"7259c5a8f6798f4359c6698d323de8c33644bbcfbc7830d44e0e21479ebee9c3","record_version_id":"dbfb3a69fe5d04dd81372b7fb3789caf233e6d38c9e5e6619737733d6f5ba9b2","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"20ce1aff296cbda84147d2a9e3a6f3a0d7c0df5b63666d1064f9f3e42c5a51c3","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"it is hard because you need to remember a lot. Class is boring simply go through the slides. HW is uncorrelated with book. Need to spend huge amount of time on the course.\",\"course_id\":\"ECON 410\",\"date\":\"2011-12-21 16:40:00 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"a2e892fe50c8a2dca5dd9e99\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE5NTk1NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Class sucks...nothing from lecture and never teaches you how to solve problem that you get on exams..dont take\",\"course_id\":\"ECON 410\",\"date\":\"2011-05-08 14:22:44 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"239f1af49bbcd8e0965cc554\",\"instructor_id\":\"rmp:1441741\",\"instructor_name\":\"Christopher Taber\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE4NTUyOTgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1441741\"}],\"evidence_count\":2,\"review_ids\":[\"a2e892fe50c8a2dca5dd9e99\",\"239f1af49bbcd8e0965cc554\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1441741\",\"name\":\"Christopher Taber\"},{\"id\":\"rmp:1632497\",\"name\":\"Christopher McKelvey\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2011\"},\"sentiment\":\"negative\",\"summary\":\"Students report the course requires a huge amount of time and effort, with some finding the workload uncorrelated with the textbook.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"The man, the myth, the legend. He is clear, very animated and makes an otherwise boring subject interesting.\",\"course_id\":\"ECON 410\",\"date\":\"2025-03-20 06:19:03 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"03aa69b980c2f9947821e7f2\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNzkzNTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Kohei seems like a nice guy but his lectures were a real struggle. I found they made the concepts much more confusing. He is very soft spoken with a very strong accent and just reads off the slides. I had trouble understanding him and it made it hard to be engaged in lecture. The tests were exactly like the old exams though, which saved me.\",\"course_id\":\"ECON 410\",\"date\":\"2026-03-18 01:04:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e9806b372cae527834e43e22\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNzA5Mzkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Professor McKelvey is a real star in the Econ department. He is a lecturer, so he is truly focused on his students and not his own research. Lectures can get a little boring but that is due to the material and not him. I would highly recommend taking 410 with McKelvey. He's helpful, easy to understand, and just a really cool guy in general!\",\"course_id\":\"ECON 410\",\"date\":\"2016-05-25 16:50:30 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"13b3fb4d4522998959f12c5b\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NjUxNTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"A slides redaing Robot who had no idea of all the material. \",\"course_id\":\"ECON 410\",\"date\":\"2022-10-24 21:18:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ab86014ba6b557aff61644ab\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzMxNDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"}],\"evidence_count\":4,\"review_ids\":[\"03aa69b980c2f9947821e7f2\",\"e9806b372cae527834e43e22\",\"13b3fb4d4522998959f12c5b\",\"ab86014ba6b557aff61644ab\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1632497\",\"name\":\"Christopher McKelvey\"},{\"id\":\"rmp:2834113\",\"name\":\"Kohei Yata\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching quality varies significantly by instructor; some are praised for being clear and helpful, while others are criticized for reading slides or having confusing lectures.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Slides were very helpful and usually had all the information you'd need to succeed in the class (once Kohei released the annotated version of slides, that is). I appreciated that he included modern economic research in the slides, it made the material more engaging. Practice exams were incredibly similar to the exams we received. Overall good prof.\",\"course_id\":\"ECON 410\",\"date\":\"2022-12-30 01:51:07 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"614f42584a61364aaaabec4c\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MjYyMDM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Content is not easy, but econometrics itself is by no means a simple topic. Exams are predictable, so I would say it's overall a fair game. Handouts will be really helpful for making mind maps. Prof.Yata is actually knowledgeable and can answers many questions which beyond our scope. Accessible and willing to help outside of class. \",\"course_id\":\"ECON 410\",\"date\":\"2023-01-28 00:28:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f6736fd4cf6bbe505fb84ab7\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3Mzg2Nzk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Great lecture slides, will 100% prepare you for the exams. Lectures maybe a little boring but that's because Econometrics can often be boring itself. Professor accessible outside of class during office hours. Do past papers. \",\"course_id\":\"ECON 410\",\"date\":\"2024-12-23 12:45:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0a6c2893fa24ab77ee8f1e04\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwNDIyNDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"}],\"evidence_count\":3,\"review_ids\":[\"614f42584a61364aaaabec4c\",\"f6736fd4cf6bbe505fb84ab7\",\"0a6c2893fa24ab77ee8f1e04\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2834113\",\"name\":\"Kohei Yata\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2022\"},\"sentiment\":\"positive\",\"summary\":\"Exams are often described as predictable and fair, especially when students use practice exams and study slides.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"410 is pretty hard. prof is a smart guy which sometimes make me feel lost during lecture, however, as you do not have much choice for this course, he is a good choice. Clear HW and exam, just prepare for a hard time. 410 is hard and I feel acceptable after ending with B (I know you guys will get A while I cannot).\",\"course_id\":\"ECON 410\",\"date\":\"2020-05-24 01:32:06 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1972486c935b350acc154350\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMzMzYyMzIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Professor McKelvey is easily the best professor I've had at UW. He is always willing to meet outside of class to help and shows that he cares. You are also allowed a note card for equations on exams. Great guy, but this course is also the hardest class I've taken so try to get a study group.\",\"course_id\":\"ECON 410\",\"date\":\"2023-09-14 23:11:40 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"09166383ecc5d7b6d2919d44\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MjE4MDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Great professor. God awful class. Came here to just comment on the class itself\",\"course_id\":\"ECON 410\",\"date\":\"2021-03-29 22:33:09 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"eb1b01ac14405f1de2c12509\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NDg2NTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"}],\"evidence_count\":3,\"review_ids\":[\"1972486c935b350acc154350\",\"09166383ecc5d7b6d2919d44\",\"eb1b01ac14405f1de2c12509\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1632497\",\"name\":\"Christopher McKelvey\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2020\"},\"sentiment\":\"mixed\",\"summary\":\"The course is considered one of the hardest in the econ department, but many students find it doable and rewarding if they put in the work.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_45144ea1ab61fccd3dc0a3f6","course_id":"ECON 410","catalog_version_id":"7259c5a8f6798f4359c6698d323de8c33644bbcfbc7830d44e0e21479ebee9c3","record_version_id":"dbfb3a69fe5d04dd81372b7fb3789caf233e6d38c9e5e6619737733d6f5ba9b2","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"20ce1aff296cbda84147d2a9e3a6f3a0d7c0df5b63666d1064f9f3e42c5a51c3","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"8ddef2275ed7efd0e68eb56d30a843ec5b7ecc76ec7cc0cb2d773582a81947c4\",\"course_id\":\"ECON 410\",\"current_instructors\":[{\"instructor_uid\":\"instructor_1d09f32e822b8fd4b42a52b1\",\"message\":\"Summary generation failed\",\"name\":\"Kohei Yata\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:2834113\",\"summary\":[{\"citations\":[{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.25 GPA, 52.0% A/AB (n=75 letter grades); Fall 2024: 3.33 GPA, 57.8% A/AB (n=83 letter grades); Fall 2025: 3.34 GPA, 54.9% A/AB (n=91 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_1d09f32e822b8fd4b42a52b1\",\"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 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.05 GPA, 45.7% A/AB (n=94 letter grades); Fall 2025: 3.34 GPA, 54.9% A/AB (n=91 letter grades); Spring 2026: 3.05 GPA, 45.5% A/AB (n=88 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"ECON 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410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"CHRISTOPHER MCKELVEY is recorded teaching in Fall 2011, Spring 2012, Spring 2013, Fall 2013, Spring 2015, Fall 2015, Spring 2016, Fall 2017, Fall 2019, Spring 2020, Fall 2020, Spring 2022, Spring 2023, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"}],\"text\":\"CHRISTOPHER R TABER is recorded teaching in Spring 2008, Spring 2009, Spring 2010, Spring 2011, Spring 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"}],\"text\":\"JEAN-FRANCOIS HOUDE is recorded teaching in Fall 2007, Fall 2008, Fall 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"KOHEI YATA is recorded teaching in Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"MIKKEL SOELVSTEN is recorded teaching in Fall 2018, Fall 2021. 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He is clear, very animated and makes an otherwise boring subject interesting.\",\"course_id\":\"ECON 410\",\"date\":\"2025-03-20 06:19:03 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"03aa69b980c2f9947821e7f2\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNzkzNTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Kohei seems like a nice guy but his lectures were a real struggle. I found they made the concepts much more confusing. He is very soft spoken with a very strong accent and just reads off the slides. I had trouble understanding him and it made it hard to be engaged in lecture. The tests were exactly like the old exams though, which saved me.\",\"course_id\":\"ECON 410\",\"date\":\"2026-03-18 01:04:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e9806b372cae527834e43e22\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNzA5Mzkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Professor McKelvey is a real star in the Econ department. He is a lecturer, so he is truly focused on his students and not his own research. Lectures can get a little boring but that is due to the material and not him. I would highly recommend taking 410 with McKelvey. He's helpful, easy to understand, and just a really cool guy in general!\",\"course_id\":\"ECON 410\",\"date\":\"2016-05-25 16:50:30 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"13b3fb4d4522998959f12c5b\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NjUxNTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"A slides redaing Robot who had no idea of all the material. \",\"course_id\":\"ECON 410\",\"date\":\"2022-10-24 21:18:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ab86014ba6b557aff61644ab\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzMxNDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"}],\"evidence_count\":4,\"review_ids\":[\"03aa69b980c2f9947821e7f2\",\"e9806b372cae527834e43e22\",\"13b3fb4d4522998959f12c5b\",\"ab86014ba6b557aff61644ab\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1632497\",\"name\":\"Christopher McKelvey\"},{\"id\":\"rmp:2834113\",\"name\":\"Kohei Yata\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching quality varies significantly by instructor; some are praised for being clear and helpful, while others are criticized for reading slides or having confusing lectures.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Slides were very helpful and usually had all the information you'd need to succeed in the class (once Kohei released the annotated version of slides, that is). I appreciated that he included modern economic research in the slides, it made the material more engaging. Practice exams were incredibly similar to the exams we received. Overall good prof.\",\"course_id\":\"ECON 410\",\"date\":\"2022-12-30 01:51:07 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"614f42584a61364aaaabec4c\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MjYyMDM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Content is not easy, but econometrics itself is by no means a simple topic. Exams are predictable, so I would say it's overall a fair game. Handouts will be really helpful for making mind maps. Prof.Yata is actually knowledgeable and can answers many questions which beyond our scope. Accessible and willing to help outside of class. \",\"course_id\":\"ECON 410\",\"date\":\"2023-01-28 00:28:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f6736fd4cf6bbe505fb84ab7\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3Mzg2Nzk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Great lecture slides, will 100% prepare you for the exams. Lectures maybe a little boring but that's because Econometrics can often be boring itself. Professor accessible outside of class during office hours. Do past papers. \",\"course_id\":\"ECON 410\",\"date\":\"2024-12-23 12:45:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0a6c2893fa24ab77ee8f1e04\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwNDIyNDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"}],\"evidence_count\":3,\"review_ids\":[\"614f42584a61364aaaabec4c\",\"f6736fd4cf6bbe505fb84ab7\",\"0a6c2893fa24ab77ee8f1e04\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2834113\",\"name\":\"Kohei Yata\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2022\"},\"sentiment\":\"positive\",\"summary\":\"Exams are often described as predictable and fair, especially when students use practice exams and study slides.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"410 is pretty hard. prof is a smart guy which sometimes make me feel lost during lecture, however, as you do not have much choice for this course, he is a good choice. Clear HW and exam, just prepare for a hard time. 410 is hard and I feel acceptable after ending with B (I know you guys will get A while I cannot).\",\"course_id\":\"ECON 410\",\"date\":\"2020-05-24 01:32:06 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1972486c935b350acc154350\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMzMzYyMzIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Professor McKelvey is easily the best professor I've had at UW. He is always willing to meet outside of class to help and shows that he cares. You are also allowed a note card for equations on exams. Great guy, but this course is also the hardest class I've taken so try to get a study group.\",\"course_id\":\"ECON 410\",\"date\":\"2023-09-14 23:11:40 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"09166383ecc5d7b6d2919d44\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MjE4MDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Great professor. God awful class. Came here to just comment on the class itself\",\"course_id\":\"ECON 410\",\"date\":\"2021-03-29 22:33:09 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"eb1b01ac14405f1de2c12509\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NDg2NTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"}],\"evidence_count\":3,\"review_ids\":[\"1972486c935b350acc154350\",\"09166383ecc5d7b6d2919d44\",\"eb1b01ac14405f1de2c12509\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1632497\",\"name\":\"Christopher McKelvey\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2020\"},\"sentiment\":\"mixed\",\"summary\":\"The course is considered one of the hardest in the econ department, but many students find it doable and rewarding if they put in the work.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_45144ea1ab61fccd3dc0a3f6","course_id":"ECON 410","catalog_version_id":"7259c5a8f6798f4359c6698d323de8c33644bbcfbc7830d44e0e21479ebee9c3","record_version_id":"dbfb3a69fe5d04dd81372b7fb3789caf233e6d38c9e5e6619737733d6f5ba9b2","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"0e1e09aaa47e036a63a1acec908303213b819a0673af22ce9b854bba7049cb63","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"8ddef2275ed7efd0e68eb56d30a843ec5b7ecc76ec7cc0cb2d773582a81947c4\",\"course_id\":\"ECON 410\",\"current_instructors\":[{\"instructor_uid\":\"instructor_1d09f32e822b8fd4b42a52b1\",\"message\":null,\"name\":\"Kohei Yata\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2834113\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2022-10-24 21:18:03 +0000 UTC\",\"review_id\":\"ab86014ba6b557aff61644ab\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTM2NzMxNDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"},{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2025-02-13 16:09:02 +0000 UTC\",\"review_id\":\"2c3c909c6a6b51c822194c4d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTQwNjY5MDM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"},{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2025-12-21 16:41:12 +0000 UTC\",\"review_id\":\"5225c6836066e83ea5859d1d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTQyMzY3NzUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"},{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2026-03-18 01:04:53 +0000 UTC\",\"review_id\":\"e9806b372cae527834e43e22\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTQyNzA5Mzkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"}],\"text\":\"Kohei Yata is criticized for confusing, slide-reading lectures and a strong accent that hinders engagement. Reviewers report that his teaching style makes concepts difficult to understand, with one student claiming he lacked material knowledge.\"},{\"citations\":[{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2022-12-30 01:51:07 +0000 UTC\",\"review_id\":\"614f42584a61364aaaabec4c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTM3MjYyMDM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"},{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2023-01-28 00:28:35 +0000 UTC\",\"review_id\":\"f6736fd4cf6bbe505fb84ab7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTM3Mzg2Nzk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"},{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2024-12-23 12:45:00 +0000 UTC\",\"review_id\":\"0a6c2893fa24ab77ee8f1e04\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTQwNDIyNDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"}],\"text\":\"Kohei Yata provides helpful slides and practice exams that closely mirror tests, making the material predictable. Students appreciate his inclusion of modern research and accessibility, though some find lectures dry.\"},{\"citations\":[{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 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Yata\",\"review_date\":\"2025-12-21 16:41:12 +0000 UTC\",\"review_id\":\"5225c6836066e83ea5859d1d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTQyMzY3NzUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"},{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2026-03-18 01:04:53 +0000 UTC\",\"review_id\":\"e9806b372cae527834e43e22\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTQyNzA5Mzkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"}],\"text\":\"Some students find Yata's lectures confusing and recommend skipping them to study independently using textbooks and past papers.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Jean-Francois Houde\",\"review_date\":\"2008-12-03 18:09:57 +0000 UTC\",\"review_id\":\"9e1d9cb953353bedcee3bb9f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1184265\",\"source_review_id\":\"UmF0aW5nLTE1MDk3MDc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\",\"type\":\"review\"},{\"instructor_name\":\"Jean-Francois Houde\",\"review_date\":\"2008-12-18 23:43:51 +0000 UTC\",\"review_id\":\"8ea84fa67eaebe8886705483\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1184265\",\"source_review_id\":\"UmF0aW5nLTE1MjM5MjU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\",\"type\":\"review\"},{\"instructor_name\":\"Christopher Taber\",\"review_date\":\"2010-08-11 17:35:40 +0000 UTC\",\"review_id\":\"25e219a2db1b8f35acedb2b0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1441741\",\"source_review_id\":\"UmF0aW5nLTE3NTAyMzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1441741\",\"type\":\"review\"},{\"instructor_name\":\"Christopher Taber\",\"review_date\":\"2011-05-08 14:22:44 +0000 UTC\",\"review_id\":\"239f1af49bbcd8e0965cc554\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1441741\",\"source_review_id\":\"UmF0aW5nLTE4NTUyOTgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1441741\",\"type\":\"review\"},{\"instructor_name\":\"Christopher McKelvey\",\"review_date\":\"2011-12-21 16:40:00 +0000 UTC\",\"review_id\":\"a2e892fe50c8a2dca5dd9e99\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1632497\",\"source_review_id\":\"UmF0aW5nLTE5NTk1NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\",\"type\":\"review\"},{\"instructor_name\":\"Xiaoxia Shi\",\"review_date\":\"2016-12-13 00:03:02 +0000 UTC\",\"review_id\":\"6dd4133edb600c2be530f331\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2210435\",\"source_review_id\":\"UmF0aW5nLTI3NDU5NjE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2210435\",\"type\":\"review\"},{\"instructor_name\":\"Christopher McKelvey\",\"review_date\":\"2017-12-31 09:47:35 +0000 UTC\",\"review_id\":\"4c2016f01ce9722fced3b939\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1632497\",\"source_review_id\":\"UmF0aW5nLTI5MzYzNzIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\",\"type\":\"review\"},{\"instructor_name\":\"Mikkel Soelvsten\",\"review_date\":\"2018-11-13 23:43:44 +0000 UTC\",\"review_id\":\"04531965316f73152e7053ad\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2406161\",\"source_review_id\":\"UmF0aW5nLTMwNzE5NzE5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2406161\",\"type\":\"review\"},{\"instructor_name\":\"Gregory Pac\",\"review_date\":\"2020-12-18 20:18:41 +0000 UTC\",\"review_id\":\"5754a791d9bc5c349170ea70\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2583756\",\"source_review_id\":\"UmF0aW5nLTM0MTM5NjM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2583756\",\"type\":\"review\"},{\"instructor_name\":\"Mikkel Soelvsten\",\"review_date\":\"2021-12-19 18:45:01 +0000 UTC\",\"review_id\":\"61bbec5be91eb1ef69a0d60b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2406161\",\"source_review_id\":\"UmF0aW5nLTM1NTk3ODY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2406161\",\"type\":\"review\"}],\"text\":\"Historical reviews for Jean-Francois Houde and Christopher Taber show mixed results, with some finding lectures vague or unhelpful while others appreciated clear explanations. Christopher McKelvey and Mikkel Soelvsten are frequently cited as engaging and helpful, though their fast-paced lectures require students to review slides and textbooks in advance to keep up with the difficult material.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2022-12-30 01:51:07 +0000 UTC\",\"review_id\":\"614f42584a61364aaaabec4c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTM3MjYyMDM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"},{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2023-01-28 00:28:35 +0000 UTC\",\"review_id\":\"f6736fd4cf6bbe505fb84ab7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTM3Mzg2Nzk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"},{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2024-12-23 12:45:00 +0000 UTC\",\"review_id\":\"0a6c2893fa24ab77ee8f1e04\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTQwNDIyNDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"}],\"text\":\"Kohei Yata provides helpful slides and predictable exams that prepare students well, though some find his lectures boring.\"},{\"citations\":[{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.05 GPA, 45.7% A/AB (n=94 letter grades); Fall 2025: 3.34 GPA, 54.9% A/AB (n=91 letter grades); Spring 2026: 3.05 GPA, 45.5% A/AB (n=88 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2023-01-28 00:28:35 +0000 UTC\",\"review_id\":\"f6736fd4cf6bbe505fb84ab7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTM3Mzg2Nzk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"},{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2024-12-23 12:45:00 +0000 UTC\",\"review_id\":\"0a6c2893fa24ab77ee8f1e04\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTQwNDIyNDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"}],\"text\":\"Reviewers note Yata is accessible during office hours and knowledgeable, answering questions beyond the course scope.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"CHRISTOPHER MCKELVEY is recorded teaching in Fall 2011, Spring 2012, Spring 2013, Fall 2013, Spring 2015, Fall 2015, Spring 2016, Fall 2017, Fall 2019, Spring 2020, Fall 2020, Spring 2022, Spring 2023, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"}],\"text\":\"CHRISTOPHER R TABER is recorded teaching in Spring 2008, Spring 2009, Spring 2010, Spring 2011, Spring 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"}],\"text\":\"JEAN-FRANCOIS HOUDE is recorded teaching in Fall 2007, Fall 2008, Fall 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"KOHEI YATA is recorded teaching in Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"MIKKEL SOELVSTEN is recorded teaching in Fall 2018, Fall 2021. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"}],\"text\":\"XIAOXIA SHI is recorded teaching in Fall 2010, Spring 2012, Fall 2012, Fall 2013, Fall 2016. 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":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_45144ea1ab61fccd3dc0a3f6","course_id":"ECON 410","catalog_version_id":"7259c5a8f6798f4359c6698d323de8c33644bbcfbc7830d44e0e21479ebee9c3","record_version_id":"dbfb3a69fe5d04dd81372b7fb3789caf233e6d38c9e5e6619737733d6f5ba9b2","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"6262680de86399ca151a8e69e48abf46b140f341ea928375554e9cfce23782ee","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"ECON 310and (MATH 217 or221). 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Class is boring simply go through the slides. HW is uncorrelated with book. Need to spend huge amount of time on the course.\",\"course_id\":\"ECON 410\",\"date\":\"2011-12-21 16:40:00 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"a2e892fe50c8a2dca5dd9e99\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE5NTk1NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Class sucks...nothing from lecture and never teaches you how to solve problem that you get on exams..dont take\",\"course_id\":\"ECON 410\",\"date\":\"2011-05-08 14:22:44 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"239f1af49bbcd8e0965cc554\",\"instructor_id\":\"rmp:1441741\",\"instructor_name\":\"Christopher Taber\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE4NTUyOTgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1441741\"}],\"evidence_count\":2,\"review_ids\":[\"a2e892fe50c8a2dca5dd9e99\",\"239f1af49bbcd8e0965cc554\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1441741\",\"name\":\"Christopher Taber\"},{\"id\":\"rmp:1632497\",\"name\":\"Christopher McKelvey\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2011\"},\"sentiment\":\"negative\",\"summary\":\"Students report the course requires a huge amount of time and effort, with some finding the workload uncorrelated with the textbook.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"The man, the myth, the legend. He is clear, very animated and makes an otherwise boring subject interesting.\",\"course_id\":\"ECON 410\",\"date\":\"2025-03-20 06:19:03 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"03aa69b980c2f9947821e7f2\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNzkzNTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Kohei seems like a nice guy but his lectures were a real struggle. I found they made the concepts much more confusing. He is very soft spoken with a very strong accent and just reads off the slides. I had trouble understanding him and it made it hard to be engaged in lecture. The tests were exactly like the old exams though, which saved me.\",\"course_id\":\"ECON 410\",\"date\":\"2026-03-18 01:04:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e9806b372cae527834e43e22\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNzA5Mzkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Professor McKelvey is a real star in the Econ department. He is a lecturer, so he is truly focused on his students and not his own research. Lectures can get a little boring but that is due to the material and not him. I would highly recommend taking 410 with McKelvey. He's helpful, easy to understand, and just a really cool guy in general!\",\"course_id\":\"ECON 410\",\"date\":\"2016-05-25 16:50:30 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"13b3fb4d4522998959f12c5b\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NjUxNTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"A slides redaing Robot who had no idea of all the material. \",\"course_id\":\"ECON 410\",\"date\":\"2022-10-24 21:18:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ab86014ba6b557aff61644ab\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzMxNDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"}],\"evidence_count\":4,\"review_ids\":[\"03aa69b980c2f9947821e7f2\",\"e9806b372cae527834e43e22\",\"13b3fb4d4522998959f12c5b\",\"ab86014ba6b557aff61644ab\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1632497\",\"name\":\"Christopher McKelvey\"},{\"id\":\"rmp:2834113\",\"name\":\"Kohei Yata\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching quality varies significantly by instructor; some are praised for being clear and helpful, while others are criticized for reading slides or having confusing lectures.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Slides were very helpful and usually had all the information you'd need to succeed in the class (once Kohei released the annotated version of slides, that is). I appreciated that he included modern economic research in the slides, it made the material more engaging. Practice exams were incredibly similar to the exams we received. Overall good prof.\",\"course_id\":\"ECON 410\",\"date\":\"2022-12-30 01:51:07 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"614f42584a61364aaaabec4c\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MjYyMDM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Content is not easy, but econometrics itself is by no means a simple topic. Exams are predictable, so I would say it's overall a fair game. Handouts will be really helpful for making mind maps. Prof.Yata is actually knowledgeable and can answers many questions which beyond our scope. Accessible and willing to help outside of class. \",\"course_id\":\"ECON 410\",\"date\":\"2023-01-28 00:28:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f6736fd4cf6bbe505fb84ab7\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3Mzg2Nzk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"},{\"comment\":\"Great lecture slides, will 100% prepare you for the exams. Lectures maybe a little boring but that's because Econometrics can often be boring itself. Professor accessible outside of class during office hours. Do past papers. \",\"course_id\":\"ECON 410\",\"date\":\"2024-12-23 12:45:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0a6c2893fa24ab77ee8f1e04\",\"instructor_id\":\"rmp:2834113\",\"instructor_name\":\"Kohei Yata\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwNDIyNDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\"}],\"evidence_count\":3,\"review_ids\":[\"614f42584a61364aaaabec4c\",\"f6736fd4cf6bbe505fb84ab7\",\"0a6c2893fa24ab77ee8f1e04\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2834113\",\"name\":\"Kohei Yata\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2022\"},\"sentiment\":\"positive\",\"summary\":\"Exams are often described as predictable and fair, especially when students use practice exams and study slides.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"410 is pretty hard. prof is a smart guy which sometimes make me feel lost during lecture, however, as you do not have much choice for this course, he is a good choice. Clear HW and exam, just prepare for a hard time. 410 is hard and I feel acceptable after ending with B (I know you guys will get A while I cannot).\",\"course_id\":\"ECON 410\",\"date\":\"2020-05-24 01:32:06 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1972486c935b350acc154350\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMzMzYyMzIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Professor McKelvey is easily the best professor I've had at UW. He is always willing to meet outside of class to help and shows that he cares. You are also allowed a note card for equations on exams. Great guy, but this course is also the hardest class I've taken so try to get a study group.\",\"course_id\":\"ECON 410\",\"date\":\"2023-09-14 23:11:40 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"09166383ecc5d7b6d2919d44\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MjE4MDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"},{\"comment\":\"Great professor. God awful class. Came here to just comment on the class itself\",\"course_id\":\"ECON 410\",\"date\":\"2021-03-29 22:33:09 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"eb1b01ac14405f1de2c12509\",\"instructor_id\":\"rmp:1632497\",\"instructor_name\":\"Christopher McKelvey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NDg2NTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\"}],\"evidence_count\":3,\"review_ids\":[\"1972486c935b350acc154350\",\"09166383ecc5d7b6d2919d44\",\"eb1b01ac14405f1de2c12509\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1632497\",\"name\":\"Christopher McKelvey\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2020\"},\"sentiment\":\"mixed\",\"summary\":\"The course is considered one of the hardest in the econ department, but many students find it doable and rewarding if they put in the work.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_45144ea1ab61fccd3dc0a3f6","course_id":"ECON 410","catalog_version_id":"7259c5a8f6798f4359c6698d323de8c33644bbcfbc7830d44e0e21479ebee9c3","record_version_id":"dbfb3a69fe5d04dd81372b7fb3789caf233e6d38c9e5e6619737733d6f5ba9b2","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"6262680de86399ca151a8e69e48abf46b140f341ea928375554e9cfce23782ee","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"8ddef2275ed7efd0e68eb56d30a843ec5b7ecc76ec7cc0cb2d773582a81947c4\",\"course_id\":\"ECON 410\",\"current_instructors\":[{\"instructor_uid\":\"instructor_1d09f32e822b8fd4b42a52b1\",\"message\":null,\"name\":\"Kohei Yata\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2834113\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2022-10-24 21:18:03 +0000 UTC\",\"review_id\":\"ab86014ba6b557aff61644ab\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTM2NzMxNDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"},{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2025-02-13 16:09:02 +0000 UTC\",\"review_id\":\"2c3c909c6a6b51c822194c4d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTQwNjY5MDM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"},{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2025-12-21 16:41:12 +0000 UTC\",\"review_id\":\"5225c6836066e83ea5859d1d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTQyMzY3NzUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"},{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2026-03-18 01:04:53 +0000 UTC\",\"review_id\":\"e9806b372cae527834e43e22\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTQyNzA5Mzkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"}],\"text\":\"Kohei Yata is criticized for confusing, slide-reading lectures and a strong accent that hinders engagement. Reviewers report that his teaching style makes concepts difficult to understand, with one student claiming he lacked material knowledge.\"},{\"citations\":[{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2022-12-30 01:51:07 +0000 UTC\",\"review_id\":\"614f42584a61364aaaabec4c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTM3MjYyMDM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"},{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2023-01-28 00:28:35 +0000 UTC\",\"review_id\":\"f6736fd4cf6bbe505fb84ab7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTM3Mzg2Nzk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"},{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2024-12-23 12:45:00 +0000 UTC\",\"review_id\":\"0a6c2893fa24ab77ee8f1e04\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTQwNDIyNDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"}],\"text\":\"Kohei Yata provides helpful slides and practice exams that closely mirror tests, making the material predictable. Students appreciate his inclusion of modern research and accessibility, though some find lectures dry.\"},{\"citations\":[{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.25 GPA, 52.0% A/AB (n=75 letter grades); Fall 2024: 3.33 GPA, 57.8% A/AB (n=83 letter grades); Fall 2025: 3.34 GPA, 54.9% A/AB (n=91 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2025-02-13 16:09:02 +0000 UTC\",\"review_id\":\"2c3c909c6a6b51c822194c4d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTQwNjY5MDM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"},{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2025-12-21 16:41:12 +0000 UTC\",\"review_id\":\"5225c6836066e83ea5859d1d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTQyMzY3NzUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"},{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2026-03-18 01:04:53 +0000 UTC\",\"review_id\":\"e9806b372cae527834e43e22\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTQyNzA5Mzkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"}],\"text\":\"Some students find Yata's lectures confusing and recommend skipping them to study independently using textbooks and past papers.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Jean-Francois Houde\",\"review_date\":\"2008-12-03 18:09:57 +0000 UTC\",\"review_id\":\"9e1d9cb953353bedcee3bb9f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1184265\",\"source_review_id\":\"UmF0aW5nLTE1MDk3MDc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\",\"type\":\"review\"},{\"instructor_name\":\"Jean-Francois Houde\",\"review_date\":\"2008-12-18 23:43:51 +0000 UTC\",\"review_id\":\"8ea84fa67eaebe8886705483\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1184265\",\"source_review_id\":\"UmF0aW5nLTE1MjM5MjU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1184265\",\"type\":\"review\"},{\"instructor_name\":\"Christopher Taber\",\"review_date\":\"2010-08-11 17:35:40 +0000 UTC\",\"review_id\":\"25e219a2db1b8f35acedb2b0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1441741\",\"source_review_id\":\"UmF0aW5nLTE3NTAyMzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1441741\",\"type\":\"review\"},{\"instructor_name\":\"Christopher Taber\",\"review_date\":\"2011-05-08 14:22:44 +0000 UTC\",\"review_id\":\"239f1af49bbcd8e0965cc554\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1441741\",\"source_review_id\":\"UmF0aW5nLTE4NTUyOTgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1441741\",\"type\":\"review\"},{\"instructor_name\":\"Christopher McKelvey\",\"review_date\":\"2011-12-21 16:40:00 +0000 UTC\",\"review_id\":\"a2e892fe50c8a2dca5dd9e99\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1632497\",\"source_review_id\":\"UmF0aW5nLTE5NTk1NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\",\"type\":\"review\"},{\"instructor_name\":\"Xiaoxia Shi\",\"review_date\":\"2016-12-13 00:03:02 +0000 UTC\",\"review_id\":\"6dd4133edb600c2be530f331\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2210435\",\"source_review_id\":\"UmF0aW5nLTI3NDU5NjE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2210435\",\"type\":\"review\"},{\"instructor_name\":\"Christopher McKelvey\",\"review_date\":\"2017-12-31 09:47:35 +0000 UTC\",\"review_id\":\"4c2016f01ce9722fced3b939\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1632497\",\"source_review_id\":\"UmF0aW5nLTI5MzYzNzIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1632497\",\"type\":\"review\"},{\"instructor_name\":\"Mikkel Soelvsten\",\"review_date\":\"2018-11-13 23:43:44 +0000 UTC\",\"review_id\":\"04531965316f73152e7053ad\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2406161\",\"source_review_id\":\"UmF0aW5nLTMwNzE5NzE5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2406161\",\"type\":\"review\"},{\"instructor_name\":\"Gregory Pac\",\"review_date\":\"2020-12-18 20:18:41 +0000 UTC\",\"review_id\":\"5754a791d9bc5c349170ea70\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2583756\",\"source_review_id\":\"UmF0aW5nLTM0MTM5NjM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2583756\",\"type\":\"review\"},{\"instructor_name\":\"Mikkel Soelvsten\",\"review_date\":\"2021-12-19 18:45:01 +0000 UTC\",\"review_id\":\"61bbec5be91eb1ef69a0d60b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2406161\",\"source_review_id\":\"UmF0aW5nLTM1NTk3ODY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2406161\",\"type\":\"review\"}],\"text\":\"Kohei Yata has no reviewed history in this dataset. Historical reviews for Christopher McKelvey praise his clarity and care, though some note fast pacing. Other instructors like Houde and Shi received mixed or negative feedback for vagueness or poor explanation of tools like STATA.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2022-12-30 01:51:07 +0000 UTC\",\"review_id\":\"614f42584a61364aaaabec4c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTM3MjYyMDM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"},{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2023-01-28 00:28:35 +0000 UTC\",\"review_id\":\"f6736fd4cf6bbe505fb84ab7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTM3Mzg2Nzk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"},{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2024-12-23 12:45:00 +0000 UTC\",\"review_id\":\"0a6c2893fa24ab77ee8f1e04\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTQwNDIyNDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"}],\"text\":\"Kohei Yata provides helpful slides and predictable exams that prepare students well, though some find his lectures boring.\"},{\"citations\":[{\"course_id\":\"ECON 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(n=91 letter grades); Spring 2026: 3.05 GPA, 45.5% A/AB (n=88 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2023-01-28 00:28:35 +0000 UTC\",\"review_id\":\"f6736fd4cf6bbe505fb84ab7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTM3Mzg2Nzk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"},{\"instructor_name\":\"Kohei Yata\",\"review_date\":\"2024-12-23 12:45:00 +0000 UTC\",\"review_id\":\"0a6c2893fa24ab77ee8f1e04\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2834113\",\"source_review_id\":\"UmF0aW5nLTQwNDIyNDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2834113\",\"type\":\"review\"}],\"text\":\"Reviewers note Yata is accessible during office hours and knowledgeable, answering questions beyond the course scope.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ECON 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410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"CHRISTOPHER MCKELVEY is recorded teaching in Fall 2011, Spring 2012, Spring 2013, Fall 2013, Spring 2015, Fall 2015, Spring 2016, Fall 2017, Fall 2019, Spring 2020, Fall 2020, Spring 2022, Spring 2023, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"}],\"text\":\"CHRISTOPHER R TABER is recorded teaching in Spring 2008, Spring 2009, Spring 2010, Spring 2011, Spring 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"}],\"text\":\"JEAN-FRANCOIS HOUDE is recorded teaching in Fall 2007, Fall 2008, Fall 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"KOHEI YATA is recorded teaching in Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"MIKKEL SOELVSTEN is recorded teaching in Fall 2018, Fall 2021. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"ECON 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"source_record\":{\"entity_id\":\"4af9b370-7f8a-37bc-a969-a17a598cf21f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"}],\"text\":\"XIAOXIA SHI is recorded teaching in Fall 2010, Spring 2012, Fall 2012, Fall 2013, Fall 2016. 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":false}]