Datasets:

twangodev
/

uwcourses

@@ -95,6 +95,14 @@ configs:
   data_files:
   - split: train
     path: public/sections_current.parquet
 - config_name: archive_course_enrichment_runs
   data_files:
   - split: train
@@ -182,9 +190,9 @@ configs:
 ![last scan](https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fhuggingface.co%2Fdatasets%2Ftwangodev%2Fuwcourses%2Fraw%2Fmain%2Fsync.json&query=%24.last_scan_utc&label=last+scan&color=red&cacheSeconds=3600)
 ![courses](https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fhuggingface.co%2Fdatasets%2Ftwangodev%2Fuwcourses%2Fraw%2Fmain%2Fsync.json&query=%24.courses&label=courses&color=red&cacheSeconds=3600)
-UW–Madison courses, grades, instructors, student reviews, offerings, history, and LLM metadata in Parquet.
-Sources: [UW Guide](https://guide.wisc.edu/), [enrollment](https://public.enroll.wisc.edu/), [Madgrades](https://madgrades.com/), [Rate My Professors](https://www.ratemyprofessors.com/).
 ```python
 from datasets import load_dataset

   data_files:
   - split: train
     path: public/sections_current.parquet
+- config_name: buildings_current
+  data_files:
+  - split: train
+    path: public/buildings_current.parquet
+- config_name: building_observations
+  data_files:
+  - split: train
+    path: public/building_observations.parquet
 - config_name: archive_course_enrichment_runs
   data_files:
   - split: train
 ![last scan](https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fhuggingface.co%2Fdatasets%2Ftwangodev%2Fuwcourses%2Fraw%2Fmain%2Fsync.json&query=%24.last_scan_utc&label=last+scan&color=red&cacheSeconds=3600)
 ![courses](https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fhuggingface.co%2Fdatasets%2Ftwangodev%2Fuwcourses%2Fraw%2Fmain%2Fsync.json&query=%24.courses&label=courses&color=red&cacheSeconds=3600)
+UW–Madison courses, grades, instructors, student reviews, offerings, campus buildings, history, and LLM metadata in Parquet.
+Sources: [UW Guide](https://guide.wisc.edu/), [enrollment](https://public.enroll.wisc.edu/), [campus map](https://map.wisc.edu/buildings/), [Madgrades](https://madgrades.com/), [Rate My Professors](https://www.ratemyprofessors.com/).
 ```python
 from datasets import load_dataset

manifest.json CHANGED Viewed

@@ -1 +1 @@

- 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Cross-listed course aliases may still overlap; do not interpret a sum across courses as distinct students. Missing counts remain null.","rows":124259},"instructor_aliases":{"columns":{"instructor_uid":"string","legacy_instructor_id":"string","name":"string","observed_at":"timestamp[us, tz=UTC]","run_id":"string","source":"string"},"description":"Names observed for source-scoped instructor identities. Legacy name-derived IDs are retained as unresolved identities.","rows":1690599},"instructors":{"columns":{"email":"string","first_observed_at":"timestamp[us, tz=UTC]","identity_basis":"string","identity_status":"string","instructor_uid":"string","last_observed_at":"timestamp[us, tz=UTC]","name":"string","source":"string","source_instructor_id":"string"},"description":"Latest observed instructor labels, with stable source-scoped IDs. Madgrades IDs and UW netids are not merged by name. name_only identities are unresolved labels, not verified unique people.","rows":65680},"llm_results":{"columns":{"candidate_json":"string","catalog_version_id":"string","course_id":"string","course_uid":"string","error":"string","job_id":"string","model":"string","model_revision":"string","observed_at":"timestamp[us, tz=UTC]","output_id":"string","record_version_id":"string","run_id":"string","section":"string","selected_for_release":"bool","status":"string","value_json":"string"},"description":"Version-bound section outputs including rejected candidates and status. All archived jobs are retained; selected_for_release marks explicitly selected jobs, not necessarily the newest result. 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These are model-generated traces, not authoritative course facts.","rows":33667},"meetings_current":{"columns":{"building":"string","course_id":"string","course_uid":"string","ends_at":"timestamp[us, tz=UTC]","instructor_names":"list<item: string>","latitude":"double","longitude":"double","meeting_id":"string","meeting_type":"string","name":"string","observed_at":"timestamp[us, tz=UTC]","room":"string","run_id":"string","starts_at":"timestamp[us, tz=UTC]"},"description":"Expanded meeting occurrences from the selected snapshot, with UTC timestamps. Instructor names are source labels; no identity is inferred from these names.","rows":218119},"offering_sections":{"columns":{"course_uid":"string","observed_at":"timestamp[us, tz=UTC]","offering_id":"string","run_id":"string","section_uid":"string"},"description":"Many-to-many offering/class links. A cross-listed class may belong to several catalog offerings.","rows":24232},"offerings_current":{"columns":{"course_id":"string","course_uid":"string","credits_max":"double","credits_min":"double","observed_at":"timestamp[us, tz=UTC]","offering_id":"string","run_id":"string","semester":"string","source_course_id":"string","source_subject_id":"string","term_id":"string","title":"string","typically_offered":"string"},"description":"One row per enrollment offering in the selected source snapshot. Unmatched course_id stays null. This is a schedule snapshot, not live enrollment availability.","rows":5859},"rmp_reviews":{"columns":{"comment":"string","course_id":"string","course_label":"string","course_uid":"string","difficulty_rating":"double","instructor_name":"string","observed_at":"timestamp[us, tz=UTC]","quality_rating":"double","review_date":"string","run_id":"string","source_instructor_id":"string","source_review_id":"string","source_url":"string"},"description":"One review observation per run, RMP profile and review ID, deduplicated across instructor-name searches. Includes all reviews on matched profiles, without an age cutoff or LLM sampling limit. course_label and review_date retain source text; course_id/course_uid are null when the label cannot be resolved uniquely in that snapshot. source_instructor_id is the RMP profile ID, not a verified cross-source person identity. Repeated snapshots are not distinct reviews.","rows":65178},"section_grades_latest":{"columns":{"a":"int64","ab":"int64","b":"int64","bc":"int64","c":"int64","course_id":"string","course_match_status":"string","course_uid":"string","credit":"int64","d":"int64","f":"int64","grade_section_uid":"string","incomplete":"int64","no_credit":"int64","no_work":"int64","not_reported":"int64","observed_at":"timestamp[us, tz=UTC]","other":"int64","passed":"int64","run_id":"string","satisfactory":"int64","section_number":"int64","source_course_id":"string","term_id":"string","total":"int64","unsatisfactory":"int64"},"description":"One latest observed Madgrades distribution per source course UUID, term, and section number. Course matches use snapshot-local aliases; unresolved matches stay null. Unnumbered legacy sections remain in archive observations. Zero and missing counts stay distinct. 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Join offerings through offering_sections; cross-listings do not duplicate the class.","rows":23292}},"version":6}

+ {"tables":{"building_observations":{"columns":{"content_hash":"string","entity_id":"string","kind":"string","observed_at":"timestamp[us, tz=UTC]","payload_json":"string","run_id":"string","source":"string","source_url":"string"},"description":"Complete official campus-map observations across snapshots, including source metadata and image URLs in payload_json. observed_at is the observation timestamp, not an inferred validity interval. entity_id is the map-object ID; FP&M building numbers remain strings in the payload. buildings_current selects the map snapshot used by this release. Supplemental building publications can extend an existing course release without replacing its course or enrichment snapshot.","rows":206},"buildings_current":{"columns":{"building_number":"string","building_uid":"string","content_hash":"string","description":"string","geometry_json":"string","hours":"string","latitude":"double","longitude":"double","map_object_id":"int64","meta_json":"string","name":"string","object_type":"string","observed_at":"timestamp[us, tz=UTC]","run_id":"string","source_observed_at":"timestamp[us, tz=UTC]","source_url":"string","street_address":"string"},"description":"Official map.wisc.edu buildings in the selected source snapshot. Map object IDs and FP&M building numbers are distinct source identities; building numbers are strings retaining leading zeros and suffixes. Geometry is source GeoJSON in longitude/latitude order, including holes and multipolygons. Null geometry means unavailable. Observation timestamps and URLs preserve provenance; full source records and historical observations remain in archive_observations. These records do not infer course-location identity. Older snapshots may be empty.","rows":206},"catalog_versions":{"columns":{"catalog_version_id":"string","course_id":"string","course_number":"int64","course_uid":"string","description":"string","requirements_text":"string","subjects":"list<item: string>","title":"string"},"description":"Distinct catalog projections: course identity, subjects, number, title, description, and source requirement text. Parsed trees, grades, similar courses and term activity do not change this ID. Original full records remain in the archive.","rows":10726},"course_aliases":{"columns":{"course_id":"string","course_number":"int64","course_uid":"string","observed_at":"timestamp[us, tz=UTC]","run_id":"string","subject":"string"},"description":"Observed subject/number aliases for each catalog reference. Join by run_id plus subject/course_number; multiple matches remain explicit.","rows":880543},"course_entities":{"columns":{"course_uid":"string","first_observed_at":"timestamp[us, tz=UTC]","last_observed_at":"timestamp[us, tz=UTC]"},"description":"Persistent course identities. Aliases share an identity only when unambiguous; conflicting identities and renumberings are not automatically merged. Preserve public/course_identity_registry.json when moving the pipeline workspace.","rows":9568},"course_observations":{"columns":{"catalog_version_id":"string","course_id":"string","course_uid":"string","observed_at":"timestamp[us, tz=UTC]","record_version_id":"string","run_id":"string","semester":"string"},"description":"Normalized observation-to-version links. semester labels the scrape context; observed_at is observation time, not a validity interval.","rows":751962},"courses_current":{"columns":{"catalog_version_id":"string","course_id":"string","course_number":"int64","course_uid":"string","credit_offering_ids":"list<item: string>","credits_max":"double","credits_min":"double","description":"string","llm_assumed_background":"list<item: string>","llm_experience_json":"string","llm_experience_status":"string","llm_job_id":"string","llm_model":"string","llm_model_revision":"string","llm_output_id":"string","llm_requirements_ast_json":"string","llm_requirements_status":"string","llm_search_phrases":"list<item: string>","llm_search_status":"string","llm_skills":"list<item: string>","llm_student_summary_json":"string","llm_student_summary_status":"string","llm_summary":"string","llm_task_version":"string","llm_topics":"list<item: string>","observed_at":"timestamp[us, tz=UTC]","record_version_id":"string","requirements_text":"string","run_id":"string","semester":"string","subjects":"list<item: string>","title":"string"},"description":"One row per course in the selected source snapshot. Credits come from matched current enrollment offerings; null means unavailable. LLM fields use the newest explicitly selected output per course (created_at, job_id); invalid sections never become search text or usable ASTs.","rows":8952},"courses_history":{"columns":{"catalog_version_id":"string","course_id":"string","course_number":"int64","course_uid":"string","description":"string","observed_at":"timestamp[us, tz=UTC]","record_version_id":"string","requirements_text":"string","run_id":"string","semester":"string","subjects":"list<item: string>","title":"string"},"description":"One row per observed course per source run, with directly readable catalog fields. This is observation history, not inferred validity intervals or one row per semester. record_version_id links to the complete archival record.","rows":751962},"grade_section_instructors":{"columns":{"grade_section_uid":"string","instructor_uid":"string","observed_at":"timestamp[us, tz=UTC]","run_id":"string"},"description":"Instructors reported for the corresponding latest grade section. 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Madgrades IDs and UW netids are not merged by name. name_only identities are unresolved labels, not verified unique people.","rows":65680},"llm_results":{"columns":{"candidate_json":"string","catalog_version_id":"string","course_id":"string","course_uid":"string","error":"string","job_id":"string","model":"string","model_revision":"string","observed_at":"timestamp[us, tz=UTC]","output_id":"string","record_version_id":"string","run_id":"string","section":"string","selected_for_release":"bool","status":"string","value_json":"string"},"description":"Version-bound section outputs including rejected candidates and status. All archived jobs are retained; selected_for_release marks explicitly selected jobs, not necessarily the newest result. Full conversations remain in llm_traces.","rows":112038},"llm_traces":{"columns":{"course_id":"string","course_uid":"string","created_at":"timestamp[us, tz=UTC]","has_conversation":"bool","job_id":"string","job_spec_json":"string","model":"string","model_revision":"string","output_id":"string","output_json":"string","run_id":"string","selected_for_release":"bool","usage_json":"string"},"description":"One row per archived job/course output, including unselected experiments. output_json preserves recorded model thinking, native conversations, tools, validator feedback, truncation recovery traces, rejected candidates and final sections. job_spec_json records task and inference settings. Older jobs may lack a conversation; missing traces are not reconstructed. Join courses through run_id/course_id and current outputs through llm_output_id. These are model-generated traces, not authoritative course facts.","rows":33667},"meetings_current":{"columns":{"building":"string","course_id":"string","course_uid":"string","ends_at":"timestamp[us, tz=UTC]","instructor_names":"list<item: string>","latitude":"double","longitude":"double","meeting_id":"string","meeting_type":"string","name":"string","observed_at":"timestamp[us, tz=UTC]","room":"string","run_id":"string","starts_at":"timestamp[us, tz=UTC]"},"description":"Expanded meeting occurrences from the selected snapshot, with UTC timestamps. Instructor names are source labels; no identity is inferred from these names.","rows":218119},"offering_sections":{"columns":{"course_uid":"string","observed_at":"timestamp[us, tz=UTC]","offering_id":"string","run_id":"string","section_uid":"string"},"description":"Many-to-many offering/class links. A cross-listed class may belong to several catalog offerings.","rows":24232},"offerings_current":{"columns":{"course_id":"string","course_uid":"string","credits_max":"double","credits_min":"double","observed_at":"timestamp[us, tz=UTC]","offering_id":"string","run_id":"string","semester":"string","source_course_id":"string","source_subject_id":"string","term_id":"string","title":"string","typically_offered":"string"},"description":"One row per enrollment offering in the selected source snapshot. Unmatched course_id stays null. This is a schedule snapshot, not live enrollment availability.","rows":5859},"rmp_reviews":{"columns":{"comment":"string","course_id":"string","course_label":"string","course_uid":"string","difficulty_rating":"double","instructor_name":"string","observed_at":"timestamp[us, tz=UTC]","quality_rating":"double","review_date":"string","run_id":"string","source_instructor_id":"string","source_review_id":"string","source_url":"string"},"description":"One review observation per run, RMP profile and review ID, deduplicated across instructor-name searches. Includes all reviews on matched profiles, without an age cutoff or LLM sampling limit. course_label and review_date retain source text; course_id/course_uid are null when the label cannot be resolved uniquely in that snapshot. source_instructor_id is the RMP profile ID, not a verified cross-source person identity. Repeated snapshots are not distinct reviews.","rows":65178},"section_grades_latest":{"columns":{"a":"int64","ab":"int64","b":"int64","bc":"int64","c":"int64","course_id":"string","course_match_status":"string","course_uid":"string","credit":"int64","d":"int64","f":"int64","grade_section_uid":"string","incomplete":"int64","no_credit":"int64","no_work":"int64","not_reported":"int64","observed_at":"timestamp[us, tz=UTC]","other":"int64","passed":"int64","run_id":"string","satisfactory":"int64","section_number":"int64","source_course_id":"string","term_id":"string","total":"int64","unsatisfactory":"int64"},"description":"One latest observed Madgrades distribution per source course UUID, term, and section number. Course matches use snapshot-local aliases; unresolved matches stay null. Unnumbered legacy sections remain in archive observations. Zero and missing counts stay distinct. Do not sum course aggregates with section counts.","rows":345204},"section_instructors_current":{"columns":{"instructor_uid":"string","observed_at":"timestamp[us, tz=UTC]","run_id":"string","section_uid":"string"},"description":"Instructors explicitly reported for each enrollment class. These links do not infer equivalence with Madgrades identities.","rows":26396},"sections_current":{"columns":{"capacity":"int64","end_date":"timestamp[us, tz=UTC]","enrolled":"int64","identity_basis":"string","instruction_mode":"string","observed_at":"timestamp[us, tz=UTC]","run_id":"string","section_number":"string","section_type":"string","section_uid":"string","source_section_id":"string","start_date":"timestamp[us, tz=UTC]","term_id":"string","waitlisted":"int64"},"description":"One row per enrollment term/class number in the selected snapshot. If a class number is unavailable, identity stays scoped to its offering and section. Join offerings through offering_sections; cross-listings do not duplicate the class.","rows":23292}},"version":6}

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	@@ -1 +1 @@
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