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praised by some as smart, caring, and entertaining, with one reviewer noting the class was worthwhile for practical application in software development. These students found him supportive and easy to get an A with consistent attendance and teamwork.\"},{\"citations\":[{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2022-12-05 02:27:38 +0000 UTC\",\"review_id\":\"d5dc5359c51190b0f1091ae3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTM2OTY1NDQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2023-02-21 22:42:47 +0000 UTC\",\"review_id\":\"1c286a57378c3c98461c71c3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTM3NDQ4MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2024-03-06 04:29:35 +0000 UTC\",\"review_id\":\"1a9306538317a7258081795a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTM5MDI3Njk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2025-01-07 02:29:28 +0000 UTC\",\"review_id\":\"3d0a50f214b5571295d9c0e0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTQwNDk2Nzc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2025-10-10 19:48:23 +0000 UTC\",\"review_id\":\"fc36f5e3ee9df5aff3e082c1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTQxNzA2Mjg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"}],\"text\":\"Other reviewers criticize Swanson for disorganization, irrelevant lectures, and rude or passive-aggressive communication. They report poor course structure, confusing grading schemes, and a lack of practical technical teaching, describing the experience as frustrating and a waste of time.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.54 GPA, 74.0% A/AB (n=127 letter grades); Fall 2025: 3.56 GPA, 76.5% A/AB (n=81 letter grades); Spring 2026: 3.60 GPA, 78.0% A/AB (n=168 letter grades). 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Students report that the large group project carries significant weight and causes grading disputes. While most reviewers criticize the course organization and office hours, one student found the class well-organized.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2022-10-08 01:26:22 +0000 UTC\",\"review_id\":\"96f100df7f713ea7a8a8e949\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTM2Njg1Njcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2022-12-05 02:27:38 +0000 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UTC\",\"review_id\":\"1a9306538317a7258081795a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTM5MDI3Njk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2025-01-07 02:29:28 +0000 UTC\",\"review_id\":\"3d0a50f214b5571295d9c0e0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTQwNDk2Nzc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2025-10-10 19:48:23 +0000 UTC\",\"review_id\":\"fc36f5e3ee9df5aff3e082c1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTQxNzA2Mjg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott 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These students found him supportive and easy to get an A with consistent attendance and teamwork.\"},{\"citations\":[{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2022-12-05 02:27:38 +0000 UTC\",\"review_id\":\"d5dc5359c51190b0f1091ae3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTM2OTY1NDQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2023-02-21 22:42:47 +0000 UTC\",\"review_id\":\"1c286a57378c3c98461c71c3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTM3NDQ4MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2024-03-06 04:29:35 +0000 UTC\",\"review_id\":\"1a9306538317a7258081795a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTM5MDI3Njk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2025-01-07 02:29:28 +0000 UTC\",\"review_id\":\"3d0a50f214b5571295d9c0e0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTQwNDk2Nzc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2025-10-10 19:48:23 +0000 UTC\",\"review_id\":\"fc36f5e3ee9df5aff3e082c1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTQxNzA2Mjg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"}],\"text\":\"Other reviewers criticize Swanson for disorganization, irrelevant lectures, and rude or passive-aggressive communication. 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praised by some as smart, caring, and entertaining, with one reviewer noting the class was worthwhile for practical application in software development. These students found him supportive and easy to get an A with consistent attendance and teamwork.\"},{\"citations\":[{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2022-12-05 02:27:38 +0000 UTC\",\"review_id\":\"d5dc5359c51190b0f1091ae3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTM2OTY1NDQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2023-02-21 22:42:47 +0000 UTC\",\"review_id\":\"1c286a57378c3c98461c71c3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTM3NDQ4MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2024-03-06 04:29:35 +0000 UTC\",\"review_id\":\"1a9306538317a7258081795a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTM5MDI3Njk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2025-01-07 02:29:28 +0000 UTC\",\"review_id\":\"3d0a50f214b5571295d9c0e0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTQwNDk2Nzc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2025-10-10 19:48:23 +0000 UTC\",\"review_id\":\"fc36f5e3ee9df5aff3e082c1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTQxNzA2Mjg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"}],\"text\":\"Other reviewers criticize Swanson for disorganization, irrelevant lectures, and rude or passive-aggressive communication. They report poor course structure, confusing grading schemes, and a lack of practical technical teaching, describing the experience as frustrating and a waste of time.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.54 GPA, 74.0% A/AB (n=127 letter grades); Fall 2025: 3.56 GPA, 76.5% A/AB (n=81 letter grades); Spring 2026: 3.60 GPA, 78.0% A/AB (n=168 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2023-05-16 21:40:41 +0000 UTC\",\"review_id\":\"a06d49221baded3c721c8d05\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTM3OTM5MTUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2025-01-07 02:29:28 +0000 UTC\",\"review_id\":\"3d0a50f214b5571295d9c0e0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTQwNDk2Nzc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"}],\"text\":\"The course focuses on agile team software projects and is considered easy if students participate, though logistics and reading quizzes add to the workload.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Tracy Lewis-Williams\",\"review_date\":\"2018-11-08 23:39:32 +0000 UTC\",\"review_id\":\"2c88ce5de201a3c83965bdc1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2126212\",\"source_review_id\":\"UmF0aW5nLTMwNjkxMjI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\",\"type\":\"review\"}],\"text\":\"Historical reviews of Tracy Lewis-Williams: Scott Swanson is the current instructor for COMPSCI/ECE 506. No reviews are available for his teaching, so this summary cannot describe his specific strengths or concerns based on student feedback.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2022-10-08 01:26:22 +0000 UTC\",\"review_id\":\"96f100df7f713ea7a8a8e949\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTM2Njg1Njcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2022-12-05 02:27:38 +0000 UTC\",\"review_id\":\"d5dc5359c51190b0f1091ae3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTM2OTY1NDQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2023-02-21 22:42:47 +0000 UTC\",\"review_id\":\"1c286a57378c3c98461c71c3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTM3NDQ4MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2023-03-30 21:54:46 +0000 UTC\",\"review_id\":\"4e29fcd4f96799dae96fe4e7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTM3NTYyMTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2023-05-16 21:40:41 +0000 UTC\",\"review_id\":\"a06d49221baded3c721c8d05\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTM3OTM5MTUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2023-12-19 23:17:42 +0000 UTC\",\"review_id\":\"1c5e60d05e10be29b566ea17\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTM4NzQ3OTI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2024-03-06 04:29:35 +0000 UTC\",\"review_id\":\"1a9306538317a7258081795a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTM5MDI3Njk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2025-01-07 02:29:28 +0000 UTC\",\"review_id\":\"3d0a50f214b5571295d9c0e0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTQwNDk2Nzc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2025-10-10 19:48:23 +0000 UTC\",\"review_id\":\"fc36f5e3ee9df5aff3e082c1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTQxNzA2Mjg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2026-05-27 22:09:35 +0000 UTC\",\"review_id\":\"a3f7a07f88d08c9a738c69f4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTQzMjAwNTAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"}],\"text\":\"Reviews for Scott Swanson are sharply divided, with some praising his support and entertainment value while others criticize his disorganization, rudeness, and lack of structure.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 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UTC\",\"review_id\":\"1a9306538317a7258081795a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTM5MDI3Njk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2025-01-07 02:29:28 +0000 UTC\",\"review_id\":\"3d0a50f214b5571295d9c0e0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTQwNDk2Nzc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"},{\"instructor_name\":\"Scott Swanson\",\"review_date\":\"2025-10-10 19:48:23 +0000 UTC\",\"review_id\":\"fc36f5e3ee9df5aff3e082c1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2823898\",\"source_review_id\":\"UmF0aW5nLTQxNzA2Mjg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2823898\",\"type\":\"review\"}],\"text\":\"Students report frustration with complicated grading schemes, passive-aggressive communication, and lectures that lack practical technical content.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 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506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"SCOTT SWANSON is recorded teaching in 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.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 506\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"source_record\":{\"entity_id\":\"88e440eb-1e19-3b5f-b7a7-bf29b505e9c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"TRACY LEWIS-WILLIAMS is recorded teaching in Spring 2015, Fall 2016, Fall 2017, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021. 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}]