# HDFS 501: Special Topics | UW–Madison [View on UW Courses](https://uwcourses.com/courses/HDFS_501) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07 ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T19:50:42.743001+00:00 ### courses 8951 ### current instructors 5754 ### limited false ### terms * 1272 * 1264 * 1262 * 1254 * 1252 * 1244 * 1242 * 1234 * 1232 * 1224 * 1222 * 1212 * 1204 * 1202 * 1194 * 1192 * 1184 * 1182 * 1174 * 1172 * 1164 * 1162 * 1154 * 1152 * 1144 * 1142 * 1134 * 1132 * 1124 * 1122 * 1114 * 1112 * 1104 * 1102 * 1094 * 1092 * 1084 * 1082 * 1074 * 1072 ### term 1272 ### departments | subject | count | | --------- | ----- | | AAE | 90 | | ABT | 20 | | ACCTIS | 36 | | ACTSCI | 14 | | AFAERO | 10 | | AFRICAN | 87 | | AFROAMER | 71 | | AGROECOL | 21 | | AMERIND | 53 | | ANAT\&PHY | 7 | | ANATOMY | 2 | | ANESTHES | 8 | | ANSCI | 57 | | ANTHRO | 95 | | ART | 125 | | ARTED | 10 | | ARTHIST | 121 | | ASIALANG | 129 | | ASIAN | 109 | | ASIANAM | 28 | | ASTRON | 38 | | ATMOCN | 69 | | BIOCHEM | 51 | | BIOCORE | 10 | | BIOLOGY | 14 | | BIOMDSCI | 18 | | BME | 66 | | BMI | 41 | | BMOLCHEM | 10 | | BOTANY | 69 | | BSE | 44 | | C\&ESOC | 73 | | CBE | 48 | | CHEM | 101 | | CHICLA | 52 | | CIVENGR | 133 | | CLASSICS | 47 | | CNP | 10 | | CNSRSCI | 50 | | COMARTS | 137 | | COMPBIO | 15 | | COMPLIT | 11 | | COMPSCI | 138 | | COUNPSY | 78 | | CRB | 19 | | CS\&D | 71 | | CSCS | 40 | | CURRIC | 193 | | DANCE | 93 | | DERM | 8 | | DS | 88 | | DYSCI | 35 | | ECE | 155 | | ECON | 145 | | EDPOL | 114 | | EDPSYCH | 97 | | ELPA | 70 | | EMA | 53 | | EMERMED | 17 | | ENGL | 206 | | ENTOM | 40 | | ENVIRST | 148 | | EP | 15 | | EPD | 67 | | ESL | 16 | | F\&WECOL | 60 | | FAMMED | 22 | | FINANCE | 50 | | FOLKLORE | 40 | | FOODSCI | 43 | | FRENCH | 63 | | GEN\&WS | 145 | | GENBUS | 72 | | GENECSLR | 17 | | GENETICS | 60 | | GEOG | 113 | | GEOSCI | 83 | | GERMAN | 82 | | GLE | 48 | | GNS | 38 | | GREEK | 27 | | HDFS | 41 | | HEBR-BIB | 13 | | HEBR-MOD | 10 | | HISTORY | 233 | | HISTSCI | 56 | | HONCOL | 13 | | ILS | 43 | | INFOSYS | 9 | | INTEGART | 7 | | INTEGSCI | 22 | | INTER-AG | 18 | | INTER-HE | 11 | | INTER-LS | 22 | | INTEREGR | 16 | | INTLBUS | 21 | | INTLST | 50 | | ISYE | 83 | | ITALIAN | 53 | | JEWISH | 56 | | JOURN | 88 | | KINES | 128 | | LACIS | 26 | | LANDARC | 61 | | LATIN | 24 | | LAW | 120 | | LEGALST | 48 | | LINGUIS | 35 | | LIS | 89 | | LITTRANS | 78 | | LSC | 52 | | M\&ENVTOX | 7 | | MARKETNG | 62 | | MATH | 153 | | MDGENET | 8 | | ME | 130 | | MEDHIST | 43 | | MEDICINE | 60 | | MEDIEVAL | 32 | | MEDPHYS | 39 | | MEDSC-M | 29 | | MEDSC-V | 41 | | MHR | 68 | | MICROBIO | 45 | | MILSCI | 16 | | MM\&I | 22 | | MOLBIOL | 6 | | MS\&E | 59 | | MUSIC | 165 | | MUSPERF | 126 | | NAVSCI | 20 | | NE | 44 | | NEURODPT | 11 | | NEUROL | 7 | | NEURSURG | 4 | | NTP | 11 | | NURSING | 111 | | NUTRSCI | 65 | | OBS\&GYN | 18 | | OCCTHER | 39 | | ONCOLOGY | 14 | | OPHTHALM | 5 | | OTM | 43 | | PATH | 34 | | PATH-BIO | 29 | | PEDIAT | 26 | | PHARMACY | 31 | | PHILOS | 77 | | PHMCOL-M | 11 | | PHMPRAC | 45 | | PHMSCI | 60 | | PHYASST | 37 | | PHYSICS | 88 | | PHYSIOL | 3 | | PHYTHER | 37 | | PLANTSCI | 52 | | PLPATH | 35 | | POLISCI | 192 | | POPHLTH | 58 | | PORTUG | 33 | | PSYCH | 101 | | PSYCHIAT | 22 | | PUBAFFR | 54 | | PUBLHLTH | 23 | | RADIOL | 11 | | REALEST | 41 | | RELIGST | 90 | | RHABMED | 9 | | RMI | 24 | | RP\&SE | 102 | | S\&APHM | 17 | | SCANDST | 73 | | SLAVIC | 89 | | SOC | 149 | | SOCWORK | 87 | | SOILSCI | 46 | | SPANISH | 83 | | SRMED | 21 | | STAT | 94 | | STDYABRD | 52 | | STS | 8 | | SURGERY | 25 | | SURGSCI | 33 | | THEATRE | 91 | | URBRPL | 60 | | UROLOGY | 5 | | ZOOLOGY | 89 | ## course ### run id 20260907T155543-ce3781c4 ### semester 1272 ### observed at 2026-09-07 15:55:43.033547+00:00 ### record version id 0c2bc371999b58068b313f5359a84c7b2dadbfe3f4456c6cad610b0693b2bba5 ### course id HDFS 501 ### course uid course\_a072e557ffebf8877670ca10 ### catalog version id 945cb79596e200687a547d08afeb0cb5c815c1c6378590173642802e88602e07 ### course number 501 ### subjects * HDFS ### title SPECIAL TOPICS ### description Specialized subject matter of current interest. ### requirements text None ### credits min 1 ### credits max 3 ### credit offering ids * 1272:230:002918 * 1272:230:002918.83 * 1272:230:002918.84 * 1272:230:002918.85 * 1272:230:002918.86 * 1272:230:002918.87 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 55a2499e4cb34fb15a0cb2ae4fa22b61e50d48c8b46ab75175ceba2780a1e4c2 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary HDFS 501 covers specialized subject matter of current interest. ### llm topics None recorded. ### llm skills None recorded. ### llm assumed background None recorded. ### llm search phrases * HDFS 501 special topics * HDFS 501 current interest * HDFS 501 specialized subject ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 50c5e1b1a25b359cc8a7dc74da96613d8db7fe01081c6e3855dcdb5b0163b24f #### course id HDFS 501 #### current instructors ```json [ { "instructor_uid": "instructor_d333d58b931d8a73802a2cd6", "message": "No course-specific reviews available", "name": "Claire Barrett", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_a299da243a2bdacfdd694b68", "message": null, "name": "Kristy Burkholder", "review_status": "supported", "rmp_instructor_id": "rmp:1073677", "summary": [ { "citations": [ { "instructor_name": "Kristy Burkholder", "review_date": "2012-02-06 14:16:29 +0000 UTC", "review_id": "1ec2d851a2fb86d30b4b5a91", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1073677", "source_review_id": "UmF0aW5nLTE5ODAzNzM3", "source_url": "https://www.ratemyprofessors.com/professor/1073677", "type": "review" } ], "text": "Kristy Burkholder is described as a wonderful, caring professor who serves as a role model and inspiration. One reviewer highlights her dedication to both students and her work, rating her highly for quality." } ] }, { "instructor_uid": "instructor_ed149402e8e71ef992e0975d", "message": "No course-specific reviews available", "name": "Sarah Halpern-Meekin", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context Historical reviews for David Riley describe him as one of the nicest and smartest professors, with students calling him their favorite. These early reviews highlight his high quality ratings and positive student reception. ```json { "citations": [ { "instructor_name": "David Riley", "review_date": "2011-09-15 14:24:22 +0000 UTC", "review_id": "9420c3f99e8af6b30faa49ca", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1618818", "source_review_id": "UmF0aW5nLTE5MDAxNzgz", "source_url": "https://www.ratemyprofessors.com/professor/1618818", "type": "review" }, { "instructor_name": "David Riley", "review_date": "2011-10-23 14:54:58 +0000 UTC", "review_id": "975119c86bc24fdfd335be85", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1618818", "source_review_id": "UmF0aW5nLTE5MDk3MTYz", "source_url": "https://www.ratemyprofessors.com/professor/1618818", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take A single review describes instructor Kristy Burkholder as a wonderful, inspiring role model who cares deeply about her students and work. ```json { "citations": [ { "instructor_name": "Kristy Burkholder", "review_date": "2012-02-06 14:16:29 +0000 UTC", "review_id": "1ec2d851a2fb86d30b4b5a91", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1073677", "source_review_id": "UmF0aW5nLTE5ODAzNzM3", "source_url": "https://www.ratemyprofessors.com/professor/1073677", "type": "review" } ] } ``` #### student experience The reviewer found the experience highly positive, citing the instructor's personal qualities and dedication as major strengths. ```json { "citations": [ { "instructor_name": "Kristy Burkholder", "review_date": "2012-02-06 14:16:29 +0000 UTC", "review_id": "1ec2d851a2fb86d30b4b5a91", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1073677", "source_review_id": "UmF0aW5nLTE5ODAzNzM3", "source_url": "https://www.ratemyprofessors.com/professor/1073677", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history None recorded. #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "None", "course": null, "evidence": "None", "id": "source_requirements", "kind": "condition" } ] ``` #### notes * Display fallback using original requirements text; not an LLM-parsed rule. #### root source\_requirements #### status needs\_review ### instructors ```json [ { "instructor_uid": "instructor_d333d58b931d8a73802a2cd6", "source": "enrollment", "source_instructor_id": "ckbarrett", "identity_basis": "netid", "identity_status": "source_identified", "name": "Claire Barrett", "email": "CLAIRE.BARRETT@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/CLAIRE_BARRETT" }, { "instructor_uid": "instructor_a299da243a2bdacfdd694b68", "source": "enrollment", "source_instructor_id": "kburkholder", "identity_basis": "netid", "identity_status": "source_identified", "name": "Kristy Burkholder", "email": "KBURKHOLDER@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 50, "quality": 4.3, "difficulty": 2.24, "quality_count": 50, "difficulty_count": 50, "profile_id": "rmp:1073677", "source_url": "https://www.ratemyprofessors.com/professor/1073677", "match_basis": "exact_name", "observed_at": "2026-09-07 16:25:22.503484+00:00", "courses": { "course_28dbea4f7188b1dafc920d31": { "review_count": 3, "quality": 5, "difficulty": 1.67, "quality_count": 3, "difficulty_count": 3 }, "course_1012e0b6bce4bdda46f01fbb": { "review_count": 2, "quality": 3, "difficulty": 1.5, "quality_count": 2, "difficulty_count": 2 }, "course_e831b3ccc019624cb0424eb3": { "review_count": 4, "quality": 5, "difficulty": 2.5, "quality_count": 4, "difficulty_count": 4 }, "course_a072e557ffebf8877670ca10": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_215d003d56fbaa10ddadbf86": { "review_count": 1, "quality": 5, "difficulty": 1, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 4.117053081013313, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/KRISTY_BURKHOLDER" }, { "instructor_uid": "instructor_ed149402e8e71ef992e0975d", "source": "enrollment", "source_instructor_id": "halpernmeeki", "identity_basis": "netid", "identity_status": "source_identified", "name": "Sarah Halpern-Meekin", "email": "SARAH.HALPERNMEEKIN@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/SARAH_HALPERN-MEEKIN" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:230:002918", "course_id": "HDFS 501", "course_uid": "course_a072e557ffebf8877670ca10", "term_id": "1272", "source_course_id": "002918", "source_subject_id": "230", "title": "Special Topics", "credits_min": 1, "credits_max": 3, "typically_offered": "Fall, Spring" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:230:002918.83", "course_id": "HDFS 501", "course_uid": "course_a072e557ffebf8877670ca10", "term_id": "1272", "source_course_id": "002918.83", "source_subject_id": "230", "title": "Caregiving", "credits_min": 1, "credits_max": 3, "typically_offered": "Fall, Spring" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:230:002918.84", "course_id": "HDFS 501", "course_uid": "course_a072e557ffebf8877670ca10", "term_id": "1272", "source_course_id": "002918.84", "source_subject_id": "230", "title": "Social Policy & Family Life", "credits_min": 1, "credits_max": 3, "typically_offered": "Fall, Spring" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:230:002918.85", "course_id": "HDFS 501", "course_uid": "course_a072e557ffebf8877670ca10", "term_id": "1272", "source_course_id": "002918.85", "source_subject_id": "230", "title": "Ecology of Well-being", "credits_min": 1, "credits_max": 3, "typically_offered": "Fall, Spring" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:230:002918.86", "course_id": "HDFS 501", "course_uid": "course_a072e557ffebf8877670ca10", "term_id": "1272", "source_course_id": "002918.86", "source_subject_id": "230", "title": "Attachment Across the Lifespan", "credits_min": 1, "credits_max": 3, "typically_offered": "Fall, Spring" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:230:002918.87", "course_id": "HDFS 501", "course_uid": "course_a072e557ffebf8877670ca10", "term_id": "1272", "source_course_id": "002918.87", "source_subject_id": "230", "title": "AI, Human, and Society", "credits_min": 1, "credits_max": 3, "typically_offered": "Fall, Spring" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:29149", "term_id": "1272", "source_section_id": "29149", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Online (some classroom)", "capacity": 40, "enrolled": 39, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:35025", "term_id": "1272", "source_section_id": "35025", "identity_basis": "class_number", "section_number": "003", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 40, "enrolled": 31, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:37140", "term_id": "1272", "source_section_id": "37140", "identity_basis": "class_number", "section_number": "004", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 40, "enrolled": 38, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_a299da243a2bdacfdd694b68", "source": "enrollment", "source_instructor_id": "kburkholder", "identity_basis": "netid", "identity_status": "source_identified", "name": "Kristy Burkholder", "email": "KBURKHOLDER@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 50, "quality": 4.3, "difficulty": 2.24, "quality_count": 50, "difficulty_count": 50, "profile_id": "rmp:1073677", "source_url": "https://www.ratemyprofessors.com/professor/1073677", "match_basis": "exact_name", "observed_at": "2026-09-07 16:25:22.503484+00:00", "courses": { "course_28dbea4f7188b1dafc920d31": { "review_count": 3, "quality": 5, "difficulty": 1.67, "quality_count": 3, "difficulty_count": 3 }, "course_1012e0b6bce4bdda46f01fbb": { "review_count": 2, "quality": 3, "difficulty": 1.5, "quality_count": 2, "difficulty_count": 2 }, "course_e831b3ccc019624cb0424eb3": { "review_count": 4, "quality": 5, "difficulty": 2.5, "quality_count": 4, "difficulty_count": 4 }, "course_a072e557ffebf8877670ca10": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_215d003d56fbaa10ddadbf86": { "review_count": 1, "quality": 5, "difficulty": 1, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 4.117053081013313, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/KRISTY_BURKHOLDER" }, { "instructor_uid": "instructor_d333d58b931d8a73802a2cd6", "source": "enrollment", "source_instructor_id": "ckbarrett", "identity_basis": "netid", "identity_status": "source_identified", "name": "Claire Barrett", "email": "CLAIRE.BARRETT@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/CLAIRE_BARRETT" }, { "instructor_uid": "instructor_ed149402e8e71ef992e0975d", "source": "enrollment", "source_instructor_id": "halpernmeeki", "identity_basis": "netid", "identity_status": "source_identified", "name": "Sarah Halpern-Meekin", "email": "SARAH.HALPERNMEEKIN@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/SARAH_HALPERN-MEEKIN" } ] ``` ### grades None recorded. ### statistics #### graded 0 #### counts * 0 * 0 * 0 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_a072e557ffebf8877670ca10-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_a072e557ffebf8877670ca10-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_a072e557ffebf8877670ca10-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_a072e557ffebf8877670ca10-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_a072e557ffebf8877670ca10-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_a072e557ffebf8877670ca10-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_a072e557ffebf8877670ca10-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_a072e557ffebf8877670ca10-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_a072e557ffebf8877670ca10-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_a072e557ffebf8877670ca10-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## instructor Trends None recorded. ## following None recorded.