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Burnicki is pretty funny and seems to care about teaching and not just her research (which is the exception at UW). Only problem: assignments/exams are not clearly worded and points are often marked off inconsistantly- so make sure and argue them back!\",\"course_id\":\"GEOG 170\",\"date\":\"2009-05-04 14:39:12 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8a844ba91ea69dbfbdb81a6c\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE1NzU5NjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"I don't know what people are talking about in terms of this class being easy. I found the exams and quizzes worded terribly and her lectures are EXTREMELY boring. She goes into detail about things like Infared and GIS, etc. This class was not what I thought it was going to be. 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Everything is already laid out so not much connection with professor unless you reach out first. \",\"course_id\":\"GEOG 170\",\"date\":\"2025-02-18 04:12:25 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ac16b0b30b669eb982464918\",\"instructor_id\":\"rmp:2862862\",\"instructor_name\":\"Qunying Huang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwNjgxMzg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\"}],\"evidence_count\":3,\"review_ids\":[\"8a844ba91ea69dbfbdb81a6c\",\"966972de5ce70d6ff8bd410a\",\"ac16b0b30b669eb982464918\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2862862\",\"name\":\"Qunying Huang\"},{\"id\":\"rmp:974742\",\"name\":\"Amy Burnicki\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Reviews are polarized; some find the material and instructions clear and straightforward, while others criticize unclear exam wording and inconsistent grading.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"I don't know how you can not do well in this class if you go to lecture. Her tests and quizzes are directly based off of lecture slides and the assignments are easy As. Random attendance checks for extra credit too. I'll agree that lecture can be boring, but just write everything down. At least she's kinda hot... oh, and don't bother with the book.\",\"course_id\":\"GEOG 170\",\"date\":\"2008-12-22 23:27:48 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"499ecaa3a9dcf959e6a6bb89\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjY3MTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"Ok I don't understand how people could not think this class was easy. Go to lecture, copy everything down, and all is well.  She's really nice and if you question her about where you got points marked off, she almost always gives them back. She's very helpful and straight forward, no tricks! there's also lots of extra credit!GREAT class for non-sci\",\"course_id\":\"GEOG 170\",\"date\":\"2009-04-05 19:50:24 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b2821dbd7974ba021ba05b15\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1NjA5Nzg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"Easiest prof. at UW thus far, take her class if you want to fulfill an easy science requirement.\",\"course_id\":\"GEOG 170\",\"date\":\"2009-05-21 17:20:41 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a49b9b56c8a9ed69cef62489\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE1ODgxMDIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"Everything is online with no professor/instructor interaction unless you seek it out. Easy gen-ed class but you get out of it what you put in. Few assignments, heavy weight on quizzes and exams with random questions from a bank so difficulty varied. Did not open assignments to let you work ahead. Classmates often did not care to try either.\",\"course_id\":\"GEOG 170\",\"date\":\"2024-12-07 20:31:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"8b50777159815b2c8ea648ff\",\"instructor_id\":\"rmp:2862862\",\"instructor_name\":\"Qunying Huang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMTUyMjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\"}],\"evidence_count\":4,\"review_ids\":[\"499ecaa3a9dcf959e6a6bb89\",\"b2821dbd7974ba021ba05b15\",\"a49b9b56c8a9ed69cef62489\",\"8b50777159815b2c8ea648ff\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2862862\",\"name\":\"Qunying Huang\"},{\"id\":\"rmp:974742\",\"name\":\"Amy Burnicki\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2008\"},\"sentiment\":\"positive\",\"summary\":\"Generally considered an easy science credit with few assignments and low difficulty, though some find the work time-consuming.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Incredibly boring, reads right from the slides, repetitive, NOT an easy science credit\",\"course_id\":\"GEOG 170\",\"date\":\"2007-04-09 16:55:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"621d617ca91ea8191b027d17\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEyOTg4MTAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"Burnicki is incredibly boring. This could be one of the worst professors in all of UW. Definitely not an easy class, highly suggest not taking.\",\"course_id\":\"GEOG 170\",\"date\":\"2007-05-12 21:33:46 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4784d26c60aa0e21fdb93117\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEzMTU2MTYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"The prof is nonexistent in this course. All lectures are typed out and there are no video lectures. There are very few assignments that are not difficult but time consuming. Tests are timed and range from easy to hard. An easier science course but I didn't learn anything about the topic because of the teaching method. \",\"course_id\":\"GEOG 170\",\"date\":\"2024-06-21 19:19:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bebd896fdfebf78e9039b17e\",\"instructor_id\":\"rmp:2862862\",\"instructor_name\":\"Qunying Huang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5NTg2Mzc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\"}],\"evidence_count\":3,\"review_ids\":[\"621d617ca91ea8191b027d17\",\"4784d26c60aa0e21fdb93117\",\"bebd896fdfebf78e9039b17e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2862862\",\"name\":\"Qunying Huang\"},{\"id\":\"rmp:974742\",\"name\":\"Amy Burnicki\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"Student opinions vary significantly based on the instructor and learning style; some find it a great gen-ed, while others find it boring and unengaging.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Very few assignments, discussions, and exams, all online, very clear assignment instructions and gives lots of time to complete work. 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Classmates often did not care to try either.\",\"course_id\":\"GEOG 170\",\"date\":\"2024-12-07 20:31:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"8b50777159815b2c8ea648ff\",\"instructor_id\":\"rmp:2862862\",\"instructor_name\":\"Qunying Huang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMTUyMjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\"},{\"comment\":\"Incredibly boring, reads right from the slides, repetitive, NOT an easy science credit\",\"course_id\":\"GEOG 170\",\"date\":\"2007-04-09 16:55:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"621d617ca91ea8191b027d17\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy 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Burnicki is pretty funny and seems to care about teaching and not just her research (which is the exception at UW). Only problem: assignments/exams are not clearly worded and points are often marked off inconsistantly- so make sure and argue them back!\",\"course_id\":\"GEOG 170\",\"date\":\"2009-05-04 14:39:12 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8a844ba91ea69dbfbdb81a6c\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE1NzU5NjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"I don't know what people are talking about in terms of this class being easy. I found the exams and quizzes worded terribly and her lectures are EXTREMELY boring. She goes into detail about things like Infared and GIS, etc. This class was not what I thought it was going to be. DO NOT TAKE IT if you are are just looking to fill up your requirements.\",\"course_id\":\"GEOG 170\",\"date\":\"2008-06-10 14:15:14 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"966972de5ce70d6ff8bd410a\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE0NTcxODY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"Very few assignments, discussions, and exams, all online, very clear assignment instructions and gives lots of time to complete work. Everything is already laid out so not much connection with professor unless you reach out first. \",\"course_id\":\"GEOG 170\",\"date\":\"2025-02-18 04:12:25 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ac16b0b30b669eb982464918\",\"instructor_id\":\"rmp:2862862\",\"instructor_name\":\"Qunying Huang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwNjgxMzg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\"}],\"evidence_count\":3,\"review_ids\":[\"8a844ba91ea69dbfbdb81a6c\",\"966972de5ce70d6ff8bd410a\",\"ac16b0b30b669eb982464918\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2862862\",\"name\":\"Qunying Huang\"},{\"id\":\"rmp:974742\",\"name\":\"Amy Burnicki\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Reviews are polarized; some find the material and instructions clear and straightforward, while others criticize unclear exam wording and inconsistent grading.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"I don't know how you can not do well in this class if you go to lecture. Her tests and quizzes are directly based off of lecture slides and the assignments are easy As. Random attendance checks for extra credit too. I'll agree that lecture can be boring, but just write everything down. At least she's kinda hot... oh, and don't bother with the book.\",\"course_id\":\"GEOG 170\",\"date\":\"2008-12-22 23:27:48 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"499ecaa3a9dcf959e6a6bb89\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjY3MTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"Ok I don't understand how people could not think this class was easy. Go to lecture, copy everything down, and all is well.  She's really nice and if you question her about where you got points marked off, she almost always gives them back. She's very helpful and straight forward, no tricks! there's also lots of extra credit!GREAT class for non-sci\",\"course_id\":\"GEOG 170\",\"date\":\"2009-04-05 19:50:24 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b2821dbd7974ba021ba05b15\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1NjA5Nzg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"Easiest prof. at UW thus far, take her class if you want to fulfill an easy science requirement.\",\"course_id\":\"GEOG 170\",\"date\":\"2009-05-21 17:20:41 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a49b9b56c8a9ed69cef62489\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE1ODgxMDIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"Everything is online with no professor/instructor interaction unless you seek it out. Easy gen-ed class but you get out of it what you put in. Few assignments, heavy weight on quizzes and exams with random questions from a bank so difficulty varied. Did not open assignments to let you work ahead. Classmates often did not care to try either.\",\"course_id\":\"GEOG 170\",\"date\":\"2024-12-07 20:31:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"8b50777159815b2c8ea648ff\",\"instructor_id\":\"rmp:2862862\",\"instructor_name\":\"Qunying Huang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMTUyMjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\"}],\"evidence_count\":4,\"review_ids\":[\"499ecaa3a9dcf959e6a6bb89\",\"b2821dbd7974ba021ba05b15\",\"a49b9b56c8a9ed69cef62489\",\"8b50777159815b2c8ea648ff\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2862862\",\"name\":\"Qunying Huang\"},{\"id\":\"rmp:974742\",\"name\":\"Amy Burnicki\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2008\"},\"sentiment\":\"positive\",\"summary\":\"Generally considered an easy science credit with few assignments and low difficulty, though some find the work time-consuming.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Incredibly boring, reads right from the slides, repetitive, NOT an easy science credit\",\"course_id\":\"GEOG 170\",\"date\":\"2007-04-09 16:55:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"621d617ca91ea8191b027d17\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEyOTg4MTAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"Burnicki is incredibly boring. This could be one of the worst professors in all of UW. Definitely not an easy class, highly suggest not taking.\",\"course_id\":\"GEOG 170\",\"date\":\"2007-05-12 21:33:46 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4784d26c60aa0e21fdb93117\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEzMTU2MTYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"The prof is nonexistent in this course. All lectures are typed out and there are no video lectures. There are very few assignments that are not difficult but time consuming. Tests are timed and range from easy to hard. An easier science course but I didn't learn anything about the topic because of the teaching method. \",\"course_id\":\"GEOG 170\",\"date\":\"2024-06-21 19:19:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bebd896fdfebf78e9039b17e\",\"instructor_id\":\"rmp:2862862\",\"instructor_name\":\"Qunying Huang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5NTg2Mzc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\"}],\"evidence_count\":3,\"review_ids\":[\"621d617ca91ea8191b027d17\",\"4784d26c60aa0e21fdb93117\",\"bebd896fdfebf78e9039b17e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2862862\",\"name\":\"Qunying Huang\"},{\"id\":\"rmp:974742\",\"name\":\"Amy Burnicki\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"Student opinions vary significantly based on the instructor and learning style; some find it a great gen-ed, while others find it boring and unengaging.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Very few assignments, discussions, and exams, all online, very clear assignment instructions and gives lots of time to complete work. Everything is already laid out so not much connection with professor unless you reach out first. \",\"course_id\":\"GEOG 170\",\"date\":\"2025-02-18 04:12:25 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ac16b0b30b669eb982464918\",\"instructor_id\":\"rmp:2862862\",\"instructor_name\":\"Qunying Huang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwNjgxMzg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\"},{\"comment\":\"Everything is online with no professor/instructor interaction unless you seek it out. Easy gen-ed class but you get out of it what you put in. Few assignments, heavy weight on quizzes and exams with random questions from a bank so difficulty varied. Did not open assignments to let you work ahead. Classmates often did not care to try either.\",\"course_id\":\"GEOG 170\",\"date\":\"2024-12-07 20:31:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"8b50777159815b2c8ea648ff\",\"instructor_id\":\"rmp:2862862\",\"instructor_name\":\"Qunying Huang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMTUyMjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\"},{\"comment\":\"Incredibly boring, reads right from the slides, repetitive, NOT an easy science credit\",\"course_id\":\"GEOG 170\",\"date\":\"2007-04-09 16:55:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"621d617ca91ea8191b027d17\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEyOTg4MTAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"}],\"evidence_count\":3,\"review_ids\":[\"ac16b0b30b669eb982464918\",\"8b50777159815b2c8ea648ff\",\"621d617ca91ea8191b027d17\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2862862\",\"name\":\"Qunying Huang\"},{\"id\":\"rmp:974742\",\"name\":\"Amy Burnicki\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"Recent online formats are described as well-structured with clear instructions, whereas older in-person lectures were criticized for being repetitive and boring.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_a3dc86d993db7814ebb1fe68","course_id":"GEOG 170","catalog_version_id":"9ae7d720826508f0f565567341fc67d0b2321b9d05d65e1d9f0fcef5310a994f","record_version_id":"e65b34f70a759cfc9e6cb5ed8ce13cc0c1123fde1a93a6032192ffff6dff5d9c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f93652b6bec537e2c776e0d978198cbb55104b5f832cff7e3a64a5e35f3daeb3","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"76022eff7ea3a72c04148205c60577925cee67420204720a627735c48de9e5db\",\"course_id\":\"GEOG 170\",\"current_instructors\":[{\"instructor_uid\":\"instructor_fc97af96146fd5aefec1a858\",\"message\":\"No course-specific reviews available\",\"name\":\"Atlas Guo\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[{\"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\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.66 GPA, 83.1% A/AB (n=439 letter grades); Fall 2025: 3.72 GPA, 85.7% A/AB (n=265 letter grades); Spring 2026: 3.51 GPA, 76.4% A/AB (n=440 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"}],\"text\":\"AMY BURNICKI is recorded teaching in Spring 2007, Spring 2008, Fall 2008, Spring 2009, Fall 2009, Spring 2010, Fall 2010. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"GEOG 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2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_a3dc86d993db7814ebb1fe68","course_id":"GEOG 170","catalog_version_id":"9ae7d720826508f0f565567341fc67d0b2321b9d05d65e1d9f0fcef5310a994f","record_version_id":"e65b34f70a759cfc9e6cb5ed8ce13cc0c1123fde1a93a6032192ffff6dff5d9c","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"7d8c05ae44c10794e94cd5b1cffa36eae8f9fba7f29992b5ab98cc9e8f33d414","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_a3dc86d993db7814ebb1fe68","course_id":"GEOG 170","catalog_version_id":"9ae7d720826508f0f565567341fc67d0b2321b9d05d65e1d9f0fcef5310a994f","record_version_id":"e65b34f70a759cfc9e6cb5ed8ce13cc0c1123fde1a93a6032192ffff6dff5d9c","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"7d8c05ae44c10794e94cd5b1cffa36eae8f9fba7f29992b5ab98cc9e8f33d414","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"GIScience introduction\",\"geospatial data collection\",\"GPS Google Earth satellite imagery\",\"spatial representations maps\",\"GIS technology overview\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GEOG 170\",\"field\":\"description\",\"quote\":\"Introduction to the collection, representation and use of geospatial data\"}],\"text\":\"Collection, representation, and use of geospatial data\"},{\"evidence\":[{\"course_id\":\"GEOG 170\",\"field\":\"description\",\"quote\":\"Introduction to geospatial technologies like GPS, Google Earth, satellite imagery, and GIS\"}],\"text\":\"Use of geospatial technologies including GPS, Google Earth, satellite imagery, and GIS\"},{\"evidence\":[{\"course_id\":\"GEOG 170\",\"field\":\"description\",\"quote\":\"provides a critical understanding of the strengths and limitations of spatial representations (e.g., maps, images)\"}],\"text\":\"Critical understanding of strengths and limitations of spatial representations\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GEOG 170\",\"field\":\"title\",\"quote\":\"OUR DIGITAL GLOBE: AN OVERVIEW OF GISCIENCE AND ITS TECHNOLOGY\"},{\"course_id\":\"GEOG 170\",\"field\":\"description\",\"quote\":\"Introduction to the collection, representation and use of geospatial data\"}],\"text\":\"An overview of GIScience and its technology, introducing geospatial data collection, representation, and tools like GPS and GIS.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GEOG 170\",\"field\":\"description\",\"quote\":\"geospatial technologies like GPS, Google Earth, satellite imagery, and GIS\"}],\"text\":\"Geospatial technologies (GPS, Google Earth, satellite imagery, GIS)\"},{\"evidence\":[{\"course_id\":\"GEOG 170\",\"field\":\"description\",\"quote\":\"spatial representations (e.g., maps, images)\"}],\"text\":\"Spatial representations such as maps and images\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_a3dc86d993db7814ebb1fe68","course_id":"GEOG 170","catalog_version_id":"9ae7d720826508f0f565567341fc67d0b2321b9d05d65e1d9f0fcef5310a994f","record_version_id":"e65b34f70a759cfc9e6cb5ed8ce13cc0c1123fde1a93a6032192ffff6dff5d9c","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"7d8c05ae44c10794e94cd5b1cffa36eae8f9fba7f29992b5ab98cc9e8f33d414","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Easy material. Burnicki is pretty funny and seems to care about teaching and not just her research (which is the exception at UW). Only problem: assignments/exams are not clearly worded and points are often marked off inconsistantly- so make sure and argue them back!\",\"course_id\":\"GEOG 170\",\"date\":\"2009-05-04 14:39:12 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8a844ba91ea69dbfbdb81a6c\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE1NzU5NjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"I don't know what people are talking about in terms of this class being easy. I found the exams and quizzes worded terribly and her lectures are EXTREMELY boring. She goes into detail about things like Infared and GIS, etc. This class was not what I thought it was going to be. DO NOT TAKE IT if you are are just looking to fill up your requirements.\",\"course_id\":\"GEOG 170\",\"date\":\"2008-06-10 14:15:14 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"966972de5ce70d6ff8bd410a\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE0NTcxODY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"Very few assignments, discussions, and exams, all online, very clear assignment instructions and gives lots of time to complete work. Everything is already laid out so not much connection with professor unless you reach out first. \",\"course_id\":\"GEOG 170\",\"date\":\"2025-02-18 04:12:25 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ac16b0b30b669eb982464918\",\"instructor_id\":\"rmp:2862862\",\"instructor_name\":\"Qunying Huang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwNjgxMzg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\"}],\"evidence_count\":3,\"review_ids\":[\"8a844ba91ea69dbfbdb81a6c\",\"966972de5ce70d6ff8bd410a\",\"ac16b0b30b669eb982464918\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2862862\",\"name\":\"Qunying Huang\"},{\"id\":\"rmp:974742\",\"name\":\"Amy Burnicki\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Reviews are polarized; some find the material and instructions clear and straightforward, while others criticize unclear exam wording and inconsistent grading.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"I don't know how you can not do well in this class if you go to lecture. Her tests and quizzes are directly based off of lecture slides and the assignments are easy As. Random attendance checks for extra credit too. I'll agree that lecture can be boring, but just write everything down. At least she's kinda hot... oh, and don't bother with the book.\",\"course_id\":\"GEOG 170\",\"date\":\"2008-12-22 23:27:48 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"499ecaa3a9dcf959e6a6bb89\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjY3MTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"Ok I don't understand how people could not think this class was easy. Go to lecture, copy everything down, and all is well.  She's really nice and if you question her about where you got points marked off, she almost always gives them back. She's very helpful and straight forward, no tricks! there's also lots of extra credit!GREAT class for non-sci\",\"course_id\":\"GEOG 170\",\"date\":\"2009-04-05 19:50:24 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b2821dbd7974ba021ba05b15\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1NjA5Nzg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"Easiest prof. at UW thus far, take her class if you want to fulfill an easy science requirement.\",\"course_id\":\"GEOG 170\",\"date\":\"2009-05-21 17:20:41 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a49b9b56c8a9ed69cef62489\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE1ODgxMDIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"Everything is online with no professor/instructor interaction unless you seek it out. Easy gen-ed class but you get out of it what you put in. Few assignments, heavy weight on quizzes and exams with random questions from a bank so difficulty varied. Did not open assignments to let you work ahead. Classmates often did not care to try either.\",\"course_id\":\"GEOG 170\",\"date\":\"2024-12-07 20:31:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"8b50777159815b2c8ea648ff\",\"instructor_id\":\"rmp:2862862\",\"instructor_name\":\"Qunying Huang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMTUyMjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\"}],\"evidence_count\":4,\"review_ids\":[\"499ecaa3a9dcf959e6a6bb89\",\"b2821dbd7974ba021ba05b15\",\"a49b9b56c8a9ed69cef62489\",\"8b50777159815b2c8ea648ff\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2862862\",\"name\":\"Qunying Huang\"},{\"id\":\"rmp:974742\",\"name\":\"Amy Burnicki\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2008\"},\"sentiment\":\"positive\",\"summary\":\"Generally considered an easy science credit with few assignments and low difficulty, though some find the work time-consuming.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Incredibly boring, reads right from the slides, repetitive, NOT an easy science credit\",\"course_id\":\"GEOG 170\",\"date\":\"2007-04-09 16:55:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"621d617ca91ea8191b027d17\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEyOTg4MTAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"Burnicki is incredibly boring. This could be one of the worst professors in all of UW. Definitely not an easy class, highly suggest not taking.\",\"course_id\":\"GEOG 170\",\"date\":\"2007-05-12 21:33:46 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4784d26c60aa0e21fdb93117\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEzMTU2MTYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"The prof is nonexistent in this course. All lectures are typed out and there are no video lectures. There are very few assignments that are not difficult but time consuming. Tests are timed and range from easy to hard. An easier science course but I didn't learn anything about the topic because of the teaching method. \",\"course_id\":\"GEOG 170\",\"date\":\"2024-06-21 19:19:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bebd896fdfebf78e9039b17e\",\"instructor_id\":\"rmp:2862862\",\"instructor_name\":\"Qunying Huang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5NTg2Mzc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\"}],\"evidence_count\":3,\"review_ids\":[\"621d617ca91ea8191b027d17\",\"4784d26c60aa0e21fdb93117\",\"bebd896fdfebf78e9039b17e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2862862\",\"name\":\"Qunying Huang\"},{\"id\":\"rmp:974742\",\"name\":\"Amy Burnicki\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"Student opinions vary significantly based on the instructor and learning style; some find it a great gen-ed, while others find it boring and unengaging.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Very few assignments, discussions, and exams, all online, very clear assignment instructions and gives lots of time to complete work. Everything is already laid out so not much connection with professor unless you reach out first. \",\"course_id\":\"GEOG 170\",\"date\":\"2025-02-18 04:12:25 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ac16b0b30b669eb982464918\",\"instructor_id\":\"rmp:2862862\",\"instructor_name\":\"Qunying Huang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwNjgxMzg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\"},{\"comment\":\"Everything is online with no professor/instructor interaction unless you seek it out. Easy gen-ed class but you get out of it what you put in. Few assignments, heavy weight on quizzes and exams with random questions from a bank so difficulty varied. Did not open assignments to let you work ahead. Classmates often did not care to try either.\",\"course_id\":\"GEOG 170\",\"date\":\"2024-12-07 20:31:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"8b50777159815b2c8ea648ff\",\"instructor_id\":\"rmp:2862862\",\"instructor_name\":\"Qunying Huang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMTUyMjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\"},{\"comment\":\"Incredibly boring, reads right from the slides, repetitive, NOT an easy science credit\",\"course_id\":\"GEOG 170\",\"date\":\"2007-04-09 16:55:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"621d617ca91ea8191b027d17\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEyOTg4MTAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"}],\"evidence_count\":3,\"review_ids\":[\"ac16b0b30b669eb982464918\",\"8b50777159815b2c8ea648ff\",\"621d617ca91ea8191b027d17\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2862862\",\"name\":\"Qunying Huang\"},{\"id\":\"rmp:974742\",\"name\":\"Amy Burnicki\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"Recent online formats are described as well-structured with clear instructions, whereas older in-person lectures were criticized for being repetitive and boring.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 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UTC\",\"review_id\":\"8b50777159815b2c8ea648ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862862\",\"source_review_id\":\"UmF0aW5nLTQwMTUyMjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\",\"type\":\"review\"},{\"instructor_name\":\"Qunying Huang\",\"review_date\":\"2025-02-18 04:12:25 +0000 UTC\",\"review_id\":\"ac16b0b30b669eb982464918\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862862\",\"source_review_id\":\"UmF0aW5nLTQwNjgxMzg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\",\"type\":\"review\"}],\"text\":\"Historical reviews of Qunying Huang: Workload is light with very few assignments and exams, but quizzes and exams carry heavy weight and may feature random questions from a test bank.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Amy Burnicki\",\"review_date\":\"2007-04-09 16:55:34 +0000 UTC\",\"review_id\":\"621d617ca91ea8191b027d17\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:974742\",\"source_review_id\":\"UmF0aW5nLTEyOTg4MTAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\",\"type\":\"review\"},{\"instructor_name\":\"Amy Burnicki\",\"review_date\":\"2007-05-12 21:33:46 +0000 UTC\",\"review_id\":\"4784d26c60aa0e21fdb93117\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:974742\",\"source_review_id\":\"UmF0aW5nLTEzMTU2MTYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\",\"type\":\"review\"},{\"instructor_name\":\"Amy Burnicki\",\"review_date\":\"2008-06-10 14:15:14 +0000 UTC\",\"review_id\":\"966972de5ce70d6ff8bd410a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:974742\",\"source_review_id\":\"UmF0aW5nLTE0NTcxODY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\",\"type\":\"review\"},{\"instructor_name\":\"Amy Burnicki\",\"review_date\":\"2008-12-22 23:27:48 +0000 UTC\",\"review_id\":\"499ecaa3a9dcf959e6a6bb89\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:974742\",\"source_review_id\":\"UmF0aW5nLTE1MjY3MTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\",\"type\":\"review\"},{\"instructor_name\":\"Amy Burnicki\",\"review_date\":\"2009-04-05 19:50:24 +0000 UTC\",\"review_id\":\"b2821dbd7974ba021ba05b15\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:974742\",\"source_review_id\":\"UmF0aW5nLTE1NjA5Nzg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\",\"type\":\"review\"},{\"instructor_name\":\"Amy Burnicki\",\"review_date\":\"2009-05-04 14:39:12 +0000 UTC\",\"review_id\":\"8a844ba91ea69dbfbdb81a6c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:974742\",\"source_review_id\":\"UmF0aW5nLTE1NzU5NjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\",\"type\":\"review\"},{\"instructor_name\":\"Amy Burnicki\",\"review_date\":\"2009-05-21 17:20:41 +0000 UTC\",\"review_id\":\"a49b9b56c8a9ed69cef62489\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:974742\",\"source_review_id\":\"UmF0aW5nLTE1ODgxMDIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\",\"type\":\"review\"},{\"instructor_name\":\"Amy Burnicki\",\"review_date\":\"2010-05-22 02:48:19 +0000 UTC\",\"review_id\":\"9ec2cb2c5c65b752ce0310fe\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:974742\",\"source_review_id\":\"UmF0aW5nLTE3MjUxNDk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\",\"type\":\"review\"}],\"text\":\"Historical reviews of Amy Burnicki describe polarized experiences. Some students found the lectures boring and the class difficult, while others reported it was an easy science credit with straightforward tests based on slides. Reviewers noted that attending lectures and copying notes was key to success, though some criticized unclear exam wording and inconsistent grading.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Qunying Huang\",\"review_date\":\"2024-12-07 20:31:57 +0000 UTC\",\"review_id\":\"8b50777159815b2c8ea648ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862862\",\"source_review_id\":\"UmF0aW5nLTQwMTUyMjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\",\"type\":\"review\"},{\"instructor_name\":\"Qunying Huang\",\"review_date\":\"2025-02-18 04:12:25 +0000 UTC\",\"review_id\":\"ac16b0b30b669eb982464918\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862862\",\"source_review_id\":\"UmF0aW5nLTQwNjgxMzg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\",\"type\":\"review\"}],\"text\":\"Historical reviews of Qunying Huang: The course is an easy online gen-ed with minimal assignments and clear instructions, though it lacks instructor interaction unless students seek it out.\"},{\"citations\":[{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.66 GPA, 83.1% A/AB (n=439 letter grades); Fall 2025: 3.72 GPA, 85.7% A/AB (n=265 letter grades); Spring 2026: 3.51 GPA, 76.4% A/AB (n=440 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Qunying Huang\",\"review_date\":\"2024-12-07 20:31:57 +0000 UTC\",\"review_id\":\"8b50777159815b2c8ea648ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862862\",\"source_review_id\":\"UmF0aW5nLTQwMTUyMjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\",\"type\":\"review\"},{\"instructor_name\":\"Qunying Huang\",\"review_date\":\"2025-02-18 04:12:25 +0000 UTC\",\"review_id\":\"ac16b0b30b669eb982464918\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862862\",\"source_review_id\":\"UmF0aW5nLTQwNjgxMzg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\",\"type\":\"review\"}],\"text\":\"Historical reviews of Qunying Huang: Students appreciate the clear instructions and ample time for work, but note that the online format offers little connection with the professor without proactive outreach.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"}],\"text\":\"AMY BURNICKI is recorded teaching in Spring 2007, Spring 2008, Fall 2008, Spring 2009, Fall 2009, Spring 2010, Fall 2010. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"QUNYING HUANG is recorded teaching in Fall 2013, Fall 2014, Spring 2016, Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_a3dc86d993db7814ebb1fe68","course_id":"GEOG 170","catalog_version_id":"9ae7d720826508f0f565567341fc67d0b2321b9d05d65e1d9f0fcef5310a994f","record_version_id":"e65b34f70a759cfc9e6cb5ed8ce13cc0c1123fde1a93a6032192ffff6dff5d9c","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"0fc6dc4d873d7245b1023ec577ce4bd20548855e9c92e4cc763d931825e606fc","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_a3dc86d993db7814ebb1fe68","course_id":"GEOG 170","catalog_version_id":"9ae7d720826508f0f565567341fc67d0b2321b9d05d65e1d9f0fcef5310a994f","record_version_id":"e65b34f70a759cfc9e6cb5ed8ce13cc0c1123fde1a93a6032192ffff6dff5d9c","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"0fc6dc4d873d7245b1023ec577ce4bd20548855e9c92e4cc763d931825e606fc","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"GIScience introduction\",\"geospatial data collection\",\"GPS Google Earth satellite imagery\",\"spatial representations maps\",\"GIS technology overview\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GEOG 170\",\"field\":\"description\",\"quote\":\"Introduction to the collection, representation and use of geospatial data\"}],\"text\":\"Collection, representation, and use of geospatial data\"},{\"evidence\":[{\"course_id\":\"GEOG 170\",\"field\":\"description\",\"quote\":\"Introduction to geospatial technologies like GPS, Google Earth, satellite imagery, and GIS\"}],\"text\":\"Use of geospatial technologies including GPS, Google Earth, satellite imagery, and GIS\"},{\"evidence\":[{\"course_id\":\"GEOG 170\",\"field\":\"description\",\"quote\":\"provides a critical understanding of the strengths and limitations of spatial representations (e.g., maps, images)\"}],\"text\":\"Critical understanding of strengths and limitations of spatial representations\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GEOG 170\",\"field\":\"title\",\"quote\":\"OUR DIGITAL GLOBE: AN OVERVIEW OF GISCIENCE AND ITS TECHNOLOGY\"},{\"course_id\":\"GEOG 170\",\"field\":\"description\",\"quote\":\"Introduction to the collection, representation and use of geospatial data\"}],\"text\":\"An overview of GIScience and its technology, introducing geospatial data collection, representation, and tools like GPS and GIS.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GEOG 170\",\"field\":\"description\",\"quote\":\"geospatial technologies like GPS, Google Earth, satellite imagery, and GIS\"}],\"text\":\"Geospatial technologies (GPS, Google Earth, satellite imagery, GIS)\"},{\"evidence\":[{\"course_id\":\"GEOG 170\",\"field\":\"description\",\"quote\":\"spatial representations (e.g., maps, images)\"}],\"text\":\"Spatial representations such as maps and images\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_a3dc86d993db7814ebb1fe68","course_id":"GEOG 170","catalog_version_id":"9ae7d720826508f0f565567341fc67d0b2321b9d05d65e1d9f0fcef5310a994f","record_version_id":"e65b34f70a759cfc9e6cb5ed8ce13cc0c1123fde1a93a6032192ffff6dff5d9c","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"0fc6dc4d873d7245b1023ec577ce4bd20548855e9c92e4cc763d931825e606fc","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Easy material. Burnicki is pretty funny and seems to care about teaching and not just her research (which is the exception at UW). Only problem: assignments/exams are not clearly worded and points are often marked off inconsistantly- so make sure and argue them back!\",\"course_id\":\"GEOG 170\",\"date\":\"2009-05-04 14:39:12 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8a844ba91ea69dbfbdb81a6c\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE1NzU5NjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"I don't know what people are talking about in terms of this class being easy. I found the exams and quizzes worded terribly and her lectures are EXTREMELY boring. She goes into detail about things like Infared and GIS, etc. This class was not what I thought it was going to be. DO NOT TAKE IT if you are are just looking to fill up your requirements.\",\"course_id\":\"GEOG 170\",\"date\":\"2008-06-10 14:15:14 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"966972de5ce70d6ff8bd410a\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE0NTcxODY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"Very few assignments, discussions, and exams, all online, very clear assignment instructions and gives lots of time to complete work. Everything is already laid out so not much connection with professor unless you reach out first. \",\"course_id\":\"GEOG 170\",\"date\":\"2025-02-18 04:12:25 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ac16b0b30b669eb982464918\",\"instructor_id\":\"rmp:2862862\",\"instructor_name\":\"Qunying Huang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwNjgxMzg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\"}],\"evidence_count\":3,\"review_ids\":[\"8a844ba91ea69dbfbdb81a6c\",\"966972de5ce70d6ff8bd410a\",\"ac16b0b30b669eb982464918\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2862862\",\"name\":\"Qunying Huang\"},{\"id\":\"rmp:974742\",\"name\":\"Amy Burnicki\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Reviews are polarized; some find the material and instructions clear and straightforward, while others criticize unclear exam wording and inconsistent grading.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"I don't know how you can not do well in this class if you go to lecture. Her tests and quizzes are directly based off of lecture slides and the assignments are easy As. Random attendance checks for extra credit too. I'll agree that lecture can be boring, but just write everything down. At least she's kinda hot... oh, and don't bother with the book.\",\"course_id\":\"GEOG 170\",\"date\":\"2008-12-22 23:27:48 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"499ecaa3a9dcf959e6a6bb89\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjY3MTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"Ok I don't understand how people could not think this class was easy. Go to lecture, copy everything down, and all is well.  She's really nice and if you question her about where you got points marked off, she almost always gives them back. She's very helpful and straight forward, no tricks! there's also lots of extra credit!GREAT class for non-sci\",\"course_id\":\"GEOG 170\",\"date\":\"2009-04-05 19:50:24 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b2821dbd7974ba021ba05b15\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1NjA5Nzg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"Easiest prof. at UW thus far, take her class if you want to fulfill an easy science requirement.\",\"course_id\":\"GEOG 170\",\"date\":\"2009-05-21 17:20:41 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a49b9b56c8a9ed69cef62489\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE1ODgxMDIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"Everything is online with no professor/instructor interaction unless you seek it out. Easy gen-ed class but you get out of it what you put in. Few assignments, heavy weight on quizzes and exams with random questions from a bank so difficulty varied. Did not open assignments to let you work ahead. Classmates often did not care to try either.\",\"course_id\":\"GEOG 170\",\"date\":\"2024-12-07 20:31:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"8b50777159815b2c8ea648ff\",\"instructor_id\":\"rmp:2862862\",\"instructor_name\":\"Qunying Huang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMTUyMjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\"}],\"evidence_count\":4,\"review_ids\":[\"499ecaa3a9dcf959e6a6bb89\",\"b2821dbd7974ba021ba05b15\",\"a49b9b56c8a9ed69cef62489\",\"8b50777159815b2c8ea648ff\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2862862\",\"name\":\"Qunying Huang\"},{\"id\":\"rmp:974742\",\"name\":\"Amy Burnicki\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2008\"},\"sentiment\":\"positive\",\"summary\":\"Generally considered an easy science credit with few assignments and low difficulty, though some find the work time-consuming.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Incredibly boring, reads right from the slides, repetitive, NOT an easy science credit\",\"course_id\":\"GEOG 170\",\"date\":\"2007-04-09 16:55:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"621d617ca91ea8191b027d17\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEyOTg4MTAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"Burnicki is incredibly boring. This could be one of the worst professors in all of UW. Definitely not an easy class, highly suggest not taking.\",\"course_id\":\"GEOG 170\",\"date\":\"2007-05-12 21:33:46 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4784d26c60aa0e21fdb93117\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEzMTU2MTYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"},{\"comment\":\"The prof is nonexistent in this course. All lectures are typed out and there are no video lectures. There are very few assignments that are not difficult but time consuming. Tests are timed and range from easy to hard. An easier science course but I didn't learn anything about the topic because of the teaching method. \",\"course_id\":\"GEOG 170\",\"date\":\"2024-06-21 19:19:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bebd896fdfebf78e9039b17e\",\"instructor_id\":\"rmp:2862862\",\"instructor_name\":\"Qunying Huang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5NTg2Mzc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\"}],\"evidence_count\":3,\"review_ids\":[\"621d617ca91ea8191b027d17\",\"4784d26c60aa0e21fdb93117\",\"bebd896fdfebf78e9039b17e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2862862\",\"name\":\"Qunying Huang\"},{\"id\":\"rmp:974742\",\"name\":\"Amy Burnicki\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"Student opinions vary significantly based on the instructor and learning style; some find it a great gen-ed, while others find it boring and unengaging.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Very few assignments, discussions, and exams, all online, very clear assignment instructions and gives lots of time to complete work. Everything is already laid out so not much connection with professor unless you reach out first. \",\"course_id\":\"GEOG 170\",\"date\":\"2025-02-18 04:12:25 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ac16b0b30b669eb982464918\",\"instructor_id\":\"rmp:2862862\",\"instructor_name\":\"Qunying Huang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwNjgxMzg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\"},{\"comment\":\"Everything is online with no professor/instructor interaction unless you seek it out. Easy gen-ed class but you get out of it what you put in. Few assignments, heavy weight on quizzes and exams with random questions from a bank so difficulty varied. Did not open assignments to let you work ahead. Classmates often did not care to try either.\",\"course_id\":\"GEOG 170\",\"date\":\"2024-12-07 20:31:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"8b50777159815b2c8ea648ff\",\"instructor_id\":\"rmp:2862862\",\"instructor_name\":\"Qunying Huang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMTUyMjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\"},{\"comment\":\"Incredibly boring, reads right from the slides, repetitive, NOT an easy science credit\",\"course_id\":\"GEOG 170\",\"date\":\"2007-04-09 16:55:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"621d617ca91ea8191b027d17\",\"instructor_id\":\"rmp:974742\",\"instructor_name\":\"Amy Burnicki\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEyOTg4MTAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/974742\"}],\"evidence_count\":3,\"review_ids\":[\"ac16b0b30b669eb982464918\",\"8b50777159815b2c8ea648ff\",\"621d617ca91ea8191b027d17\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2862862\",\"name\":\"Qunying Huang\"},{\"id\":\"rmp:974742\",\"name\":\"Amy Burnicki\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"Recent online formats are described as well-structured with clear instructions, whereas older in-person lectures were criticized for being repetitive and boring.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_a3dc86d993db7814ebb1fe68","course_id":"GEOG 170","catalog_version_id":"9ae7d720826508f0f565567341fc67d0b2321b9d05d65e1d9f0fcef5310a994f","record_version_id":"e65b34f70a759cfc9e6cb5ed8ce13cc0c1123fde1a93a6032192ffff6dff5d9c","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"0fc6dc4d873d7245b1023ec577ce4bd20548855e9c92e4cc763d931825e606fc","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"76022eff7ea3a72c04148205c60577925cee67420204720a627735c48de9e5db\",\"course_id\":\"GEOG 170\",\"current_instructors\":[{\"instructor_uid\":\"instructor_fc97af96146fd5aefec1a858\",\"message\":\"No course-specific reviews available\",\"name\":\"Atlas Guo\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Qunying Huang\",\"review_date\":\"2024-12-07 20:31:57 +0000 UTC\",\"review_id\":\"8b50777159815b2c8ea648ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862862\",\"source_review_id\":\"UmF0aW5nLTQwMTUyMjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\",\"type\":\"review\"},{\"instructor_name\":\"Qunying Huang\",\"review_date\":\"2025-02-18 04:12:25 +0000 UTC\",\"review_id\":\"ac16b0b30b669eb982464918\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862862\",\"source_review_id\":\"UmF0aW5nLTQwNjgxMzg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\",\"type\":\"review\"}],\"text\":\"Historical reviews of Qunying Huang: Workload is light with very few assignments and exams, but quizzes and exams carry heavy weight and may feature random questions from a test bank.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Qunying Huang\",\"review_date\":\"2024-06-21 19:19:35 +0000 UTC\",\"review_id\":\"bebd896fdfebf78e9039b17e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862862\",\"source_review_id\":\"UmF0aW5nLTM5NTg2Mzc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\",\"type\":\"review\"},{\"instructor_name\":\"Qunying Huang\",\"review_date\":\"2024-12-07 20:31:57 +0000 UTC\",\"review_id\":\"8b50777159815b2c8ea648ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862862\",\"source_review_id\":\"UmF0aW5nLTQwMTUyMjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\",\"type\":\"review\"},{\"instructor_name\":\"Qunying Huang\",\"review_date\":\"2025-02-18 04:12:25 +0000 UTC\",\"review_id\":\"ac16b0b30b669eb982464918\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862862\",\"source_review_id\":\"UmF0aW5nLTQwNjgxMzg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\",\"type\":\"review\"}],\"text\":\"Historical reviews of Qunying Huang: Qunying Huang teaches an online format with minimal instructor interaction, requiring students to seek out help. Reviewers note very few assignments and clear instructions, but the lack of connection can hinder learning. Atlas Guo is the current instructor, but no reviews are available to assess their teaching.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Qunying Huang\",\"review_date\":\"2024-12-07 20:31:57 +0000 UTC\",\"review_id\":\"8b50777159815b2c8ea648ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862862\",\"source_review_id\":\"UmF0aW5nLTQwMTUyMjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\",\"type\":\"review\"},{\"instructor_name\":\"Qunying Huang\",\"review_date\":\"2025-02-18 04:12:25 +0000 UTC\",\"review_id\":\"ac16b0b30b669eb982464918\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862862\",\"source_review_id\":\"UmF0aW5nLTQwNjgxMzg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\",\"type\":\"review\"}],\"text\":\"Historical reviews of Qunying Huang: The course is an easy online gen-ed with minimal assignments and clear instructions, though it lacks instructor interaction unless students seek it out.\"},{\"citations\":[{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.66 GPA, 83.1% A/AB (n=439 letter grades); Fall 2025: 3.72 GPA, 85.7% A/AB (n=265 letter grades); Spring 2026: 3.51 GPA, 76.4% A/AB (n=440 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Qunying Huang\",\"review_date\":\"2024-12-07 20:31:57 +0000 UTC\",\"review_id\":\"8b50777159815b2c8ea648ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862862\",\"source_review_id\":\"UmF0aW5nLTQwMTUyMjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\",\"type\":\"review\"},{\"instructor_name\":\"Qunying Huang\",\"review_date\":\"2025-02-18 04:12:25 +0000 UTC\",\"review_id\":\"ac16b0b30b669eb982464918\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862862\",\"source_review_id\":\"UmF0aW5nLTQwNjgxMzg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862862\",\"type\":\"review\"}],\"text\":\"Historical reviews of Qunying Huang: Students appreciate the clear instructions and ample time for work, but note that the online format offers little connection with the professor without proactive outreach.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"}],\"text\":\"AMY BURNICKI is recorded teaching in Spring 2007, Spring 2008, Fall 2008, Spring 2009, Fall 2009, Spring 2010, Fall 2010. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"GEOG 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170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GEOG 170\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"source_record\":{\"entity_id\":\"6b991cc1-966f-3f14-bed0-94228de4df43\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"QUNYING HUANG is recorded teaching in Fall 2013, Fall 2014, Spring 2016, Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]