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The class is fairly easy as it's mostly graded on reflections, essays, and a group presentation. That being said, the structure can be a bit confusing. She doesn't put grades in until the last month or so of class. However, she isn't a hard grader at all. Take this class!!\",\"course_id\":\"HDFS 471\",\"date\":\"2024-04-17 04:45:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"6ec6995d980599954cd58e99\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MTg5ODA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"},{\"comment\":\"I loved Kristy! she was so caring and genuinely invested in the material she was teaching. The only negative I would say is that she didnt update canvas regularly (or ever really) but there werent alot of assignments, and her lectures made you want to listen and be attentive in class. Would reccomend to anyone!\",\"course_id\":\"HDFS 471\",\"date\":\"2025-12-15 21:20:43 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"169e95d4c0f3a66d02ecbc63\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMjY2NTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"}],\"evidence_count\":3,\"review_ids\":[\"6fe62449273ad16cb762cb4e\",\"6ec6995d980599954cd58e99\",\"169e95d4c0f3a66d02ecbc63\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1073677\",\"name\":\"Kristy Burkholder\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"summary\":\"Instructor is caring, invested in material, and lectures are engaging.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Kristy is great and you can tell she really cares for all her students. The class is fairly easy as it's mostly graded on reflections, essays, and a group presentation. That being said, the structure can be a bit confusing. She doesn't put grades in until the last month or so of class. However, she isn't a hard grader at all. Take this class!!\",\"course_id\":\"HDFS 471\",\"date\":\"2024-04-17 04:45:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"6ec6995d980599954cd58e99\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MTg5ODA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"},{\"comment\":\"I loved Kristy! she was so caring and genuinely invested in the material she was teaching. The only negative I would say is that she didnt update canvas regularly (or ever really) but there werent alot of assignments, and her lectures made you want to listen and be attentive in class. Would reccomend to anyone!\",\"course_id\":\"HDFS 471\",\"date\":\"2025-12-15 21:20:43 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"169e95d4c0f3a66d02ecbc63\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMjY2NTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"}],\"evidence_count\":2,\"review_ids\":[\"6ec6995d980599954cd58e99\",\"169e95d4c0f3a66d02ecbc63\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1073677\",\"name\":\"Kristy Burkholder\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2024\"},\"sentiment\":\"positive\",\"summary\":\"Class is fairly easy with few assignments, graded on reflections, essays, and group presentation.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Kristy is great and you can tell she really cares for all her students. The class is fairly easy as it's mostly graded on reflections, essays, and a group presentation. That being said, the structure can be a bit confusing. She doesn't put grades in until the last month or so of class. However, she isn't a hard grader at all. Take this class!!\",\"course_id\":\"HDFS 471\",\"date\":\"2024-04-17 04:45:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"6ec6995d980599954cd58e99\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MTg5ODA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"},{\"comment\":\"I loved Kristy! she was so caring and genuinely invested in the material she was teaching. The only negative I would say is that she didnt update canvas regularly (or ever really) but there werent alot of assignments, and her lectures made you want to listen and be attentive in class. Would reccomend to anyone!\",\"course_id\":\"HDFS 471\",\"date\":\"2025-12-15 21:20:43 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"169e95d4c0f3a66d02ecbc63\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMjY2NTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"}],\"evidence_count\":2,\"review_ids\":[\"6ec6995d980599954cd58e99\",\"169e95d4c0f3a66d02ecbc63\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1073677\",\"name\":\"Kristy Burkholder\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2024\"},\"sentiment\":\"mixed\",\"summary\":\"Structure can be confusing and Canvas updates are irregular or non-existent.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Kristy is great and you can tell she really cares for all her students. The class is fairly easy as it's mostly graded on reflections, essays, and a group presentation. That being said, the structure can be a bit confusing. She doesn't put grades in until the last month or so of class. However, she isn't a hard grader at all. Take this class!!\",\"course_id\":\"HDFS 471\",\"date\":\"2024-04-17 04:45:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"6ec6995d980599954cd58e99\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MTg5ODA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"}],\"evidence_count\":1,\"review_ids\":[\"6ec6995d980599954cd58e99\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1073677\",\"name\":\"Kristy Burkholder\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2024\"},\"sentiment\":\"positive\",\"summary\":\"Grading is not hard, though grades may not appear until the last month.\"}]}","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_28dbea4f7188b1dafc920d31","course_id":"HDFS 471","catalog_version_id":"607a4bcb45318f163e69c3c186f666f83ffb1a10a8813fdacccd759e6ce23b9e","record_version_id":"932ed99fafdbdf8d4d084eb3efa0caa2bdabe6754f986a8d372eb75bd2c62034","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"352c00f23d1abfbd85e351d2922cc656eb77058948ffff185e3d9440d8b10ec2","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"52870e58aae2eec5d150e6152ec0eddb52413b9a76d50098b81d4869969e7440\",\"course_id\":\"HDFS 471\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2024-04-17 04:45:12 +0000 UTC\",\"review_id\":\"6ec6995d980599954cd58e99\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTM5MTg5ODA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2025-12-15 21:20:43 +0000 UTC\",\"review_id\":\"169e95d4c0f3a66d02ecbc63\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTQyMjY2NTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"}],\"text\":\"Historical reviews of Kristy Burkholder: The workload is light, consisting mainly of reflections, essays, and a group presentation, with few assignments overall.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2016-10-09 20:38:50 +0000 UTC\",\"review_id\":\"6fe62449273ad16cb762cb4e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTI3MDI0MDA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2024-04-17 04:45:12 +0000 UTC\",\"review_id\":\"6ec6995d980599954cd58e99\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTM5MTg5ODA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2025-12-15 21:20:43 +0000 UTC\",\"review_id\":\"169e95d4c0f3a66d02ecbc63\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTQyMjY2NTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"}],\"text\":\"Historical reviews for Kristy Burkholder describe her as caring, invested, and easy to listen to, with high quality ratings. Reviewers note she is not a hard grader and assigns few assignments, though some find the course structure confusing and criticize infrequent Canvas updates.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2016-10-09 20:38:50 +0000 UTC\",\"review_id\":\"6fe62449273ad16cb762cb4e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTI3MDI0MDA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2024-04-17 04:45:12 +0000 UTC\",\"review_id\":\"6ec6995d980599954cd58e99\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTM5MTg5ODA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2025-12-15 21:20:43 +0000 UTC\",\"review_id\":\"169e95d4c0f3a66d02ecbc63\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTQyMjY2NTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"}],\"text\":\"Historical reviews of Kristy Burkholder: Reviewers describe Professor Kristy Burkholder as caring and engaging, recommending the course for its low difficulty and reflective grading structure.\"},{\"citations\":[{\"course_id\":\"HDFS 471\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"HDFS 471\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"HDFS 471\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.88 GPA, 94.6% A/AB (n=37 letter grades); Fall 2024: 3.50 GPA, 80.0% A/AB (n=25 letter grades); Fall 2025: 3.76 GPA, 90.3% A/AB (n=31 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2024-04-17 04:45:12 +0000 UTC\",\"review_id\":\"6ec6995d980599954cd58e99\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTM5MTg5ODA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2025-12-15 21:20:43 +0000 UTC\",\"review_id\":\"169e95d4c0f3a66d02ecbc63\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTQyMjY2NTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"}],\"text\":\"Historical reviews of Kristy Burkholder: Students appreciate the engaging lectures but note that Canvas updates are irregular and grades are delayed until the final month.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"HDFS 471\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"source_record\":{\"entity_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"HDFS 471\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"source_record\":{\"entity_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"HDFS 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471\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"source_record\":{\"entity_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"HDFS 471\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"source_record\":{\"entity_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"HDFS 471\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"source_record\":{\"entity_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"HDFS 471\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"source_record\":{\"entity_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"HDFS 471\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"source_record\":{\"entity_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"HDFS 471\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"source_record\":{\"entity_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"HDFS 471\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"source_record\":{\"entity_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"HDFS 471\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"source_record\":{\"entity_id\":\"2210bd45-226a-3f36-944a-0fcdc0585938\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"KRISTY ANN BURKHOLDER is recorded teaching in Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Fall 2017, Fall 2018, Spring 2022, Fall 2023, Spring 2024, Fall 2024, Fall 2025. 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}]