# MUSIC 422: Fundamentals of Music Production | UW–Madison [View on UW Courses](https://uwcourses.com/courses/MUSIC_422) ## 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 b9ef116e63f97d73b22195efd7ab7334f1dd1add2bcdaafa5957f10b171f96cd ### course id MUSIC 422 ### course uid course\_7d974a5e0f3cbaff85d0e1b9 ### catalog version id 6f77dd19fa04769b3260f41e9ae0da624db0584c3590d3ab2b5a23357850b59b ### course number 422 ### subjects * MUSIC ### title FUNDAMENTALS OF MUSIC PRODUCTION ### description Introduction to the theory and practices of digital audio recording and editing. Covers basic background knowledge of signal flow, culminating in hands-on operation of a digital audio workstation. Introduction to industry standard software and hardware. Related equipment, including microphones, virtual instruments, and outboard processors are covered. Ear Training terms and skills, studio definitions and nomenclature for equipment, and terminology used in the current professional environment. Learn how to make music "in the box" using only a computer, then transition to working with real musicians. ### requirements text Sophomore standing ### credits min 3 ### credits max 3 ### credit offering ids * 1272:660:026917 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 857a5a6f05d0bb206017258f81d36b94febbd8a8ff8825a7d04f49a3289c506d ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary MUSIC 422 introduces the fundamentals of music production, covering digital audio recording, editing, and DAW operation. ### llm topics * Signal flow. * Industry standard software and hardware. * Microphones, virtual instruments, and outboard processors. * Studio definitions and nomenclature. ### llm skills * Digital audio recording and editing. * Operating a digital audio workstation (DAW). * Ear training skills and terminology. * Producing music digitally using a computer. ### llm assumed background * Must have sophomore standing. ### llm search phrases * digital audio recording * music production software * audio editing * signal flow * digital audio workstation * studio recording ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash a5731b233453f75b58d83ebf469688f7a4916a49320a2399a01fad3a625fe83a #### course id MUSIC 422 #### current instructors ```json [ { "instructor_uid": "instructor_e44debe704a362c14f6ac360", "message": "No course-specific reviews available", "name": "Audrey Martinovich", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" }, { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ], "text": "Recent recorded grades — Spring 2025: 3.46 GPA, 82.6% A/AB (n=23 letter grades); Fall 2025: 3.81 GPA, 95.8% A/AB (n=24 letter grades); Spring 2026: 3.84 GPA, 95.5% A/AB (n=22 letter grades). Includes jointly taught sections." } ] }, { "instructor_uid": "instructor_6327924fc49ee9c89d537cb0", "message": "No course-specific reviews available", "name": "Trev Healy", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" }, { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ], "text": "Recent recorded grades — Spring 2025: 3.46 GPA, 82.6% A/AB (n=23 letter grades); Fall 2025: 3.81 GPA, 95.8% A/AB (n=24 letter grades); Spring 2026: 3.84 GPA, 95.5% A/AB (n=22 letter grades). Includes jointly taught sections." } ] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Spring 2025: 3.46 GPA, 82.6% A/AB (n=23 letter grades); Fall 2025: 3.81 GPA, 95.8% A/AB (n=24 letter grades); Spring 2026: 3.84 GPA, 95.5% A/AB (n=22 letter grades). ```json { "citations": [ { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history AUDREY MARTINOVICH is recorded teaching in Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" }, { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` TREVOR HEALY is recorded teaching in Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" }, { "course_id": "MUSIC 422", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "source_record": { "entity_id": "ab96f97c-8423-34f7-9e93-7e89bfd2118d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Sophomore standing", "course": null, "evidence": "Sophomore standing", "id": "n0", "kind": "condition" } ] ``` #### notes * Sophomore standing is a standing requirement, not a specific course. It is treated as a verbatim condition leaf. #### root n0 #### status parsed ### instructors | instructor\_uid | source | source\_instructor\_id | identity\_basis | identity\_status | name | email | first\_observed\_at | last\_observed\_at | instructor\_url | | ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ------------------ | ---------------------- | -------------------------------- | -------------------------------- | -------------------------------- | | instructor\_e44debe704a362c14f6ac360 | enrollment | amartinovich | netid | source\_identified | Audrey Martinovich | AMARTINOVICH\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/AUDREY\_MARTINOVICH | | instructor\_6327924fc49ee9c89d537cb0 | enrollment | tjhealy2 | netid | source\_identified | Trev Healy | TJHEALY2\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/TREV\_HEALY | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:660:026917", "course_id": "MUSIC 422", "course_uid": "course_7d974a5e0f3cbaff85d0e1b9", "term_id": "1272", "source_course_id": "026917", "source_subject_id": "660", "title": "Fundamentals of Music Production", "credits_min": 3, "credits_max": 3, "typically_offered": "Not Applicable" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:32526", "term_id": "1272", "source_section_id": "32526", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 15, "enrolled": 14, "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:1272:32527", "term_id": "1272", "source_section_id": "32527", "identity_basis": "class_number", "section_number": "002", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 15, "enrolled": 15, "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_077a86a1a097f40f49057a3c", "source": "madgrades", "source_instructor_id": "6587383", "identity_basis": "source_id", "identity_status": "source_identified", "name": "AUDREY MARTINOVICH", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.728, "graded": 114, "counts": [ 89, 15, 1, 5, 0, 1, 3 ], "sections": 10 }, "instructor_url": "/instructors/AUDREY_MARTINOVICH--instructor_077a86a1a097f40f49057a3c" }, { "instructor_uid": "instructor_41080eb7294cad740c6fca2a", "source": "madgrades", "source_instructor_id": "6456332", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TREVOR HEALY", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.75, "graded": 92, "counts": [ 73, 13, 0, 3, 0, 0, 3 ], "sections": 8 }, "instructor_url": "/instructors/TREVOR_HEALY" }, { "instructor_uid": "instructor_6327924fc49ee9c89d537cb0", "source": "enrollment", "source_instructor_id": "tjhealy2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Trev Healy", "email": "TJHEALY2@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/TREV_HEALY" }, { "instructor_uid": "instructor_e44debe704a362c14f6ac360", "source": "enrollment", "source_instructor_id": "amartinovich", "identity_basis": "netid", "identity_status": "source_identified", "name": "Audrey Martinovich", "email": "AMARTINOVICH@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/AUDREY_MARTINOVICH" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MUSIC 422", "course_uid": "course_7d974a5e0f3cbaff85d0e1b9", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Audrey Martinovich", "Trev Healy" ], "a": 16, "ab": 3, "b": 0, "bc": 2, "c": 0, "d": 0, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 23, "source_aliases": [ "MUSIC 422" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MUSIC 422", "course_uid": "course_7d974a5e0f3cbaff85d0e1b9", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Audrey Martinovich", "Trev Healy" ], "a": 22, "ab": 1, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 24, "source_aliases": [ "MUSIC 422" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MUSIC 422", "course_uid": "course_7d974a5e0f3cbaff85d0e1b9", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Audrey Martinovich", "Trev Healy" ], "a": 17, "ab": 4, "b": 0, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 1, "other": 0, "total": 24, "source_aliases": [ "MUSIC 422" ] } ] ``` ### statistics #### gpa 3.703 #### graded 69 #### counts * 55 * 8 * 0 * 3 * 0 * 0 * 3 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_7d974a5e0f3cbaff85d0e1b9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_7d974a5e0f3cbaff85d0e1b9-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_7d974a5e0f3cbaff85d0e1b9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_7d974a5e0f3cbaff85d0e1b9-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_7d974a5e0f3cbaff85d0e1b9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_7d974a5e0f3cbaff85d0e1b9-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_7d974a5e0f3cbaff85d0e1b9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_7d974a5e0f3cbaff85d0e1b9-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.7028985507246377 #### count 69 #### university ##### size 2686 ##### gpa Percentile 45 ##### count Percentile 45 ##### median Count 78 ##### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 13 | false | | 2.8–3.2 | 187 | false | | 3.2–3.6 | 672 | false | | 3.6–4.0 | 1813 | true | #### departments ```json [ { "subject": "MUSIC", "comparison": { "size": 44, "gpaPercentile": 23, "countPercentile": 33, "medianCount": 103.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 39, "current": true } ] } } ] ``` ### terms #### 1254 ##### term 1254 ##### gpa 3.4565217391304346 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | MUSIC | | #### 1262 ##### term 1262 ##### gpa 3.8125 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | MUSIC | | #### 1264 ##### term 1264 ##### gpa 3.840909090909091 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | MUSIC | | ### benchmarks #### all ##### school ###### size 2686 ###### gpa 3.6742454559027866 ###### top Share 82.98826810202836 ###### count 78 ##### MUSIC ###### size 44 ###### gpa 3.8504770413934466 ###### top Share 93.13361607743592 ###### count 103.5 #### terms ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### MUSIC ###### size 23 ###### gpa 3.842798510674615 ###### top Share 92.5565673311951 ###### count 77 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### MUSIC ###### size 25 ###### gpa 3.856351491633138 ###### top Share 93.38197408084092 ###### count 70 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### MUSIC ###### size 26 ###### gpa 3.8663418185287757 ###### top Share 93.93639546262403 ###### count 60 ## instructor Trends ```json [ { "uid": "instructor_077a86a1a097f40f49057a3c", "name": "AUDREY MARTINOVICH", "count": 69, "terms": [ { "term": "1254", "count": 23, "sections": 2, "gpa": 3.4565217391304346 }, { "term": "1262", "count": 24, "sections": 2, "gpa": 3.8125 }, { "term": "1264", "count": 22, "sections": 2, "gpa": 3.840909090909091 } ] }, { "uid": "instructor_41080eb7294cad740c6fca2a", "name": "TREVOR HEALY", "count": 69, "terms": [ { "term": "1254", "count": 23, "sections": 2, "gpa": 3.4565217391304346 }, { "term": "1262", "count": 24, "sections": 2, "gpa": 3.8125 }, { "term": "1264", "count": 22, "sections": 2, "gpa": 3.840909090909091 } ] } ] ``` ## following None recorded.