# PHMSCI 542: Parenteral Therapy and Nutrition | UW–Madison [View on UW Courses](https://uwcourses.com/courses/PHMSCI_542) ## 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 a5d3a2986ece54e4cddd91e63e31c0bec2f9e5f40bfff2c46444b501c4fd2b86 ### course id PHMSCI 542 ### course uid course\_4fd4611a9d710cc30a177cda ### catalog version id 06b7b0b8fb0ecbab160c52167a8689ef66e449c4fdf5336c378c8ef08fb603d0 ### course number 542 ### subjects * PHMSCI ### title PARENTERAL THERAPY AND NUTRITION ### description An introduction to parenteral therapy and nutrition focusing on the fundamental properties, calculations involved and the methods to prepare safe and reliable injectable medications for patients. ### requirements text PHM SCI 541and concurrent registration inPHM SCI 540 ### credits min 3 ### credits max 3 ### credit offering ids * 1272:718:014406 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 1526f549f441f04c103a91b4a224c3f54fdda9194d028548fba7630d8206ef07 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary PHMSCI 542 introduces parenteral therapy and nutrition, teaching calculations and methods to prepare safe injectable medications. ### llm topics * Parenteral therapy and nutrition * Fundamental properties of injectable medications * Preparation of injectable medications ### llm skills * Preparation of safe and reliable injectable medications * Pharmaceutical calculations for parenteral therapy ### llm assumed background * Pharmaceutical calculations, compounding procedures, and drug delivery systems ### llm search phrases * parenteral therapy * injectable medications * pharmaceutical calculations * sterile compounding * drug delivery systems ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash b369e68370da554fd22d6bfbca7676a79078366b6e9b742d16dbb41025695dde #### course id PHMSCI 542 #### current instructors ```json [ { "instructor_uid": "instructor_0197f581e7b32ea9beaaeb8c", "message": "No course-specific reviews available", "name": "Melgardt De Villiers", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2023: 3.83 GPA, 89.8% A/AB (n=98 letter grades); Fall 2024: 3.75 GPA, 83.7% A/AB (n=92 letter grades); Fall 2025: 3.63 GPA, 77.0% A/AB (n=126 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 — Fall 2023: 3.83 GPA, 89.8% A/AB (n=98 letter grades); Fall 2024: 3.75 GPA, 83.7% A/AB (n=92 letter grades); Fall 2025: 3.63 GPA, 77.0% A/AB (n=126 letter grades). ```json { "citations": [ { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history MELGARDT DE VILLIERS is recorded teaching in Spring 2007, Spring 2008, Spring 2009, Spring 2010, Spring 2011, Spring 2012, Fall 2012, Fall 2013, Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1074", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1084", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1094", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1104", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1114", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1124", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "PHMSCI 542", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cd72adb7-b411-311e-9016-6641f504962a", "source_record": { "entity_id": "cd72adb7-b411-311e-9016-6641f504962a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2" ], "condition": null, "course": null, "evidence": "PHM SCI 541and concurrent registration inPHM SCI 540", "id": "n0", "kind": "all" }, { "children": [], "condition": null, "course": { "course_number": 541, "minimum_grade": null, "subjects": [ "PHMSCI" ], "timing": "prior" }, "evidence": "PHM SCI 541", "id": "n1", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 540, "minimum_grade": null, "subjects": [ "PHMSCI" ], "timing": "concurrent" }, "evidence": "concurrent registration inPHM SCI 540", "id": "n2", "kind": "course" } ] ``` #### notes None recorded. #### 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\_26c9e03b08f50b1d742578e7 | enrollment | bjfinger | netid | source\_identified | Bonnie Fingerhut | BONNIE.FINGERHUT\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/BONNIE\_FINGERHUT | | instructor\_104f7fe3b93ca152e5c216e6 | enrollment | ckim243 | netid | source\_identified | Carter Kim | CKIM243\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/CARTER\_KIM | | instructor\_d0a9928b8a32863bfabf90c2 | enrollment | li2949 | netid | source\_identified | Lydia Li | LI2949\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/LYDIA\_LI | | instructor\_0197f581e7b32ea9beaaeb8c | enrollment | devilliers | netid | source\_identified | Melgardt De Villiers | MELGARDT.DEVILLIERS\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/MELGARDT\_DE\_VILLIERS | | instructor\_f11bee6325e833a5301f7ce2 | enrollment | tcwolter | netid | source\_identified | Tyler Wolter | TCWOLTER\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/TYLER\_WOLTER | | instructor\_a5f23ff210d3539ffdefa8e1 | enrollment | lxinchen | netid | source\_identified | XINCHEN Lu | LXINCHEN\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/XINCHEN\_LU | | instructor\_0f21597afa674a5370580d3a | enrollment | zli2863 | netid | source\_identified | Zhaoting Li | ZHAOTING.LI\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/ZHAOTING\_LI | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:718:014406", "course_id": "PHMSCI 542", "course_uid": "course_4fd4611a9d710cc30a177cda", "term_id": "1272", "source_course_id": "014406", "source_subject_id": "718", "title": "Parenteral Therapy and Nutrition", "credits_min": 3, "credits_max": 3, "typically_offered": "Spring" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:17239", "term_id": "1272", "source_section_id": "17239", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 132, "enrolled": 131, "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:1272:17240", "term_id": "1272", "source_section_id": "17240", "identity_basis": "class_number", "section_number": "301", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 33, "enrolled": 34, "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:1272:17241", "term_id": "1272", "source_section_id": "17241", "identity_basis": "class_number", "section_number": "302", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 33, "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:1272:17242", "term_id": "1272", "source_section_id": "17242", "identity_basis": "class_number", "section_number": "303", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 33, "enrolled": 34, "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:1272:17243", "term_id": "1272", "source_section_id": "17243", "identity_basis": "class_number", "section_number": "304", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 33, "enrolled": 32, "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_b3cffd9bd716e8b625a044a9", "source": "madgrades", "source_instructor_id": "4083108", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MELGARDT DE VILLIERS", "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": 3.565, "graded": 6602, "counts": [ 3355, 1421, 1361, 305, 140, 18, 2 ], "sections": 62 }, "instructor_url": "/instructors/MELGARDT_DE_VILLIERS--instructor_b3cffd9bd716e8b625a044a9" }, { "instructor_uid": "instructor_039c1f335afa8b6d0416248e", "source": "madgrades", "source_instructor_id": "1259235", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BONNIE FINGERHUT", "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": 3.63, "graded": 2645, "counts": [ 1485, 551, 492, 67, 42, 6, 2 ], "sections": 20 }, "instructor_url": "/instructors/BONNIE_FINGERHUT--instructor_039c1f335afa8b6d0416248e" }, { "instructor_uid": "instructor_821427302fcbd54eab817226", "source": "madgrades", "source_instructor_id": "2601940", "identity_basis": "source_id", "identity_status": "source_identified", "name": "GLEN KWON", "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": 3.414, "graded": 3487, "counts": [ 1335, 762, 945, 350, 93, 2, 0 ], "sections": 116 }, "instructor_url": "/instructors/GLEN_KWON--instructor_821427302fcbd54eab817226" }, { "instructor_uid": "instructor_81a3e084d3292629682e2849", "source": "madgrades", "source_instructor_id": "6097960", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YUNXIANG WU", "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": 3.844, "graded": 320, "counts": [ 249, 42, 29, 0, 0, 0, 0 ], "sections": 3 }, "instructor_url": "/instructors/YUNXIANG_WU--instructor_81a3e084d3292629682e2849" }, { "instructor_uid": "instructor_92dbf461a3a2a010bf2e0e1c", "source": "madgrades", "source_instructor_id": "6269636", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YINGYUE DING", "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": 3.862, "graded": 98, "counts": [ 81, 7, 10, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/YINGYUE_DING" }, { "instructor_uid": "instructor_9486db9ecfbd1f39e405ecfb", "source": "madgrades", "source_instructor_id": "6284119", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DAWON KIM", "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": 3.68, "graded": 295, "counts": [ 168, 78, 40, 5, 4, 0, 0 ], "sections": 3 }, "instructor_url": "/instructors/DAWON_KIM" }, { "instructor_uid": "instructor_a946f2ee9362db5814ca6927", "source": "madgrades", "source_instructor_id": "3099173", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KATE ROTZENBERG", "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": 3.76, "graded": 4192, "counts": [ 2789, 916, 378, 99, 8, 2, 0 ], "sections": 37 }, "instructor_url": "/instructors/KATE_ROTZENBERG--instructor_a946f2ee9362db5814ca6927" }, { "instructor_uid": "instructor_bd0543b3859ebf38a423bbe1", "source": "madgrades", "source_instructor_id": "6191769", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SIDDHARTH UPPAL", "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": 3.651, "graded": 192, "counts": [ 121, 26, 33, 6, 6, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/SIDDHARTH_UPPAL--instructor_bd0543b3859ebf38a423bbe1" }, { "instructor_uid": "instructor_095b701ec5d4005d11372bc8", "source": "madgrades", "source_instructor_id": "6363626", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YIXIN WANG", "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": 3.776, "graded": 321, "counts": [ 224, 56, 37, 2, 2, 0, 0 ], "sections": 3 }, "instructor_url": "/instructors/YIXIN_WANG" }, { "instructor_uid": "instructor_347c147b69a4b3f562dc0142", "source": "madgrades", "source_instructor_id": "5863695", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ZEXIN ZHU", "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": 3.753, "graded": 223, "counts": [ 150, 42, 27, 2, 2, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/ZEXIN_ZHU--instructor_347c147b69a4b3f562dc0142" }, { "instructor_uid": "instructor_5c73d2cf75ba3a5666dabab3", "source": "madgrades", "source_instructor_id": "6217005", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KE WANG", "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": 3.737, "graded": 658, "counts": [ 436, 125, 74, 19, 4, 0, 0 ], "sections": 6 }, "instructor_url": "/instructors/KE_WANG--instructor_5c73d2cf75ba3a5666dabab3" }, { "instructor_uid": "instructor_9da453d00557ee8554d781aa", "source": "madgrades", "source_instructor_id": "6459359", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SICHEN YUAN", "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": 3.827, "graded": 98, "counts": [ 74, 14, 10, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/SICHEN_YUAN--instructor_9da453d00557ee8554d781aa" }, { "instructor_uid": "instructor_d74dc9aab092c42306e67b8c", "source": "madgrades", "source_instructor_id": "6213465", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KAILA JAVIUS-JONES", "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": 3.8, "graded": 223, "counts": [ 156, 47, 18, 2, 0, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/KAILA_JAVIUS-JONES--instructor_d74dc9aab092c42306e67b8c" }, { "instructor_uid": "instructor_0197f581e7b32ea9beaaeb8c", "source": "enrollment", "source_instructor_id": "devilliers", "identity_basis": "netid", "identity_status": "source_identified", "name": "Melgardt De Villiers", "email": "MELGARDT.DEVILLIERS@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/MELGARDT_DE_VILLIERS" }, { "instructor_uid": "instructor_0f21597afa674a5370580d3a", "source": "enrollment", "source_instructor_id": "zli2863", "identity_basis": "netid", "identity_status": "source_identified", "name": "Zhaoting Li", "email": "ZHAOTING.LI@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/ZHAOTING_LI" }, { "instructor_uid": "instructor_104f7fe3b93ca152e5c216e6", "source": "enrollment", "source_instructor_id": "ckim243", "identity_basis": "netid", "identity_status": "source_identified", "name": "Carter Kim", "email": "CKIM243@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/CARTER_KIM" }, { "instructor_uid": "instructor_26c9e03b08f50b1d742578e7", "source": "enrollment", "source_instructor_id": "bjfinger", "identity_basis": "netid", "identity_status": "source_identified", "name": "Bonnie Fingerhut", "email": "BONNIE.FINGERHUT@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/BONNIE_FINGERHUT" }, { "instructor_uid": "instructor_a5f23ff210d3539ffdefa8e1", "source": "enrollment", "source_instructor_id": "lxinchen", "identity_basis": "netid", "identity_status": "source_identified", "name": "XINCHEN Lu", "email": "LXINCHEN@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/XINCHEN_LU" }, { "instructor_uid": "instructor_d0a9928b8a32863bfabf90c2", "source": "enrollment", "source_instructor_id": "li2949", "identity_basis": "netid", "identity_status": "source_identified", "name": "Lydia Li", "email": "LI2949@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/LYDIA_LI" }, { "instructor_uid": "instructor_f11bee6325e833a5301f7ce2", "source": "enrollment", "source_instructor_id": "tcwolter", "identity_basis": "netid", "identity_status": "source_identified", "name": "Tyler Wolter", "email": "TCWOLTER@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/TYLER_WOLTER" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 542", "course_uid": "course_4fd4611a9d710cc30a177cda", "term_id": "1074", "term_name": "Spring 2007", "instructors": [ "Melgardt De Villiers" ], "a": 61, "ab": 29, "b": 28, "bc": 3, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 123, "source_aliases": [ "PHMSCI 542" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 542", "course_uid": "course_4fd4611a9d710cc30a177cda", "term_id": "1084", "term_name": "Spring 2008", "instructors": [ "Melgardt De Villiers" ], "a": 18, "ab": 22, "b": 51, "bc": 14, "c": 18, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 1, "total": 126, "source_aliases": [ "PHMSCI 542" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 542", "course_uid": "course_4fd4611a9d710cc30a177cda", "term_id": "1094", "term_name": "Spring 2009", "instructors": [ "Melgardt De Villiers" ], "a": 54, "ab": 24, "b": 36, "bc": 10, "c": 5, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 130, "source_aliases": [ "PHMSCI 542" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 542", "course_uid": "course_4fd4611a9d710cc30a177cda", "term_id": "1104", "term_name": "Spring 2010", "instructors": [ "Melgardt De Villiers" ], "a": 64, "ab": 29, "b": 32, "bc": 4, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 131, "source_aliases": [ "PHMSCI 542" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 542", "course_uid": "course_4fd4611a9d710cc30a177cda", "term_id": "1114", "term_name": "Spring 2011", "instructors": [ "Melgardt De Villiers" ], "a": 77, "ab": 36, "b": 21, "bc": 1, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 136, "source_aliases": [ "PHMSCI 542" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 542", "course_uid": "course_4fd4611a9d710cc30a177cda", "term_id": "1124", "term_name": "Spring 2012", "instructors": [ "Bonnie Fingerhut", "Melgardt De Villiers" ], "a": 90, "ab": 28, "b": 11, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 129, "source_aliases": [ "PHMSCI 542" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 542", "course_uid": "course_4fd4611a9d710cc30a177cda", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "Bonnie Fingerhut", "Melgardt De Villiers" ], "a": 103, "ab": 15, "b": 7, "bc": 2, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 128, "source_aliases": [ "PHMSCI 542" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 542", "course_uid": "course_4fd4611a9d710cc30a177cda", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "Bonnie Fingerhut", "Melgardt De Villiers" ], "a": 89, "ab": 31, "b": 13, "bc": 0, "c": 0, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 134, "source_aliases": [ "PHMSCI 542" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 542", "course_uid": "course_4fd4611a9d710cc30a177cda", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "Bonnie Fingerhut", "Melgardt De Villiers" ], "a": 110, "ab": 21, "b": 3, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 134, "source_aliases": [ "PHMSCI 542" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 542", "course_uid": "course_4fd4611a9d710cc30a177cda", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "Bonnie Fingerhut", "Melgardt De Villiers" ], "a": 105, "ab": 13, "b": 6, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 125, "source_aliases": [ "PHMSCI 542" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 542", "course_uid": "course_4fd4611a9d710cc30a177cda", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "Bonnie Fingerhut", "Melgardt De Villiers" ], "a": 125, "ab": 11, "b": 13, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 149, "source_aliases": [ "PHMSCI 542" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 542", "course_uid": "course_4fd4611a9d710cc30a177cda", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Bonnie Fingerhut", "Melgardt De Villiers" ], "a": 94, "ab": 27, "b": 22, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 144, "source_aliases": [ "PHMSCI 542" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 542", "course_uid": "course_4fd4611a9d710cc30a177cda", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "Glen Kwon", "Melgardt De Villiers" ], "a": 86, "ab": 21, "b": 26, "bc": 3, "c": 3, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 139, "source_aliases": [ "PHMSCI 542" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 542", "course_uid": "course_4fd4611a9d710cc30a177cda", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Glen Kwon", "Melgardt De Villiers" ], "a": 99, "ab": 24, "b": 11, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 134, "source_aliases": [ "PHMSCI 542" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 542", "course_uid": "course_4fd4611a9d710cc30a177cda", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Glen Kwon", "Melgardt De Villiers" ], "a": 109, "ab": 11, "b": 5, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 125, "source_aliases": [ "PHMSCI 542" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 542", "course_uid": "course_4fd4611a9d710cc30a177cda", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "DAWON KIM", "Glen Kwon", "Kate Rotzenberg", "Melgardt De Villiers", "SIDDHARTH UPPAL", "YINGYUE DING", "YUNXIANG WU" ], "a": 81, "ab": 7, "b": 10, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 98, "source_aliases": [ "PHMSCI 542" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 542", "course_uid": "course_4fd4611a9d710cc30a177cda", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Glen Kwon", "KE WANG", "Melgardt De Villiers", "YUNXIANG WU", "Yiting Wang", "Zixian Zhu" ], "a": 94, "ab": 21, "b": 9, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 124, "source_aliases": [ "PHMSCI 542" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 542", "course_uid": "course_4fd4611a9d710cc30a177cda", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Glen Kwon", "KAILA JAVIUS-JONES", "KE WANG", "Melgardt De Villiers", "SICHEN YUAN", "YUNXIANG WU", "Yiting Wang" ], "a": 74, "ab": 14, "b": 10, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 98, "source_aliases": [ "PHMSCI 542" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 542", "course_uid": "course_4fd4611a9d710cc30a177cda", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Bonnie Fingerhut", "Glen Kwon", "Melgardt De Villiers" ], "a": 61, "ab": 16, "b": 15, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 92, "source_aliases": [ "PHMSCI 542" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 542", "course_uid": "course_4fd4611a9d710cc30a177cda", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Bonnie Fingerhut", "Glen Kwon", "Melgardt De Villiers" ], "a": 63, "ab": 34, "b": 28, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 126, "source_aliases": [ "PHMSCI 542" ] } ] ``` ### statistics #### gpa 3.72 #### graded 2523 #### counts * 1657 * 434 * 357 * 39 * 33 * 3 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_4fd4611a9d710cc30a177cda-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_4fd4611a9d710cc30a177cda-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_4fd4611a9d710cc30a177cda-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_4fd4611a9d710cc30a177cda-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_4fd4611a9d710cc30a177cda-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_4fd4611a9d710cc30a177cda-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_4fd4611a9d710cc30a177cda-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_4fd4611a9d710cc30a177cda-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.719579865239794 #### count 2523 #### university ##### size 4617 ##### gpa Percentile 52 ##### count Percentile 96 ##### median Count 171 ##### 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 | 2 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 384 | false | | 3.2–3.6 | 1345 | false | | 3.6–4.0 | 2869 | true | #### departments ```json [ { "subject": "PHMSCI", "comparison": { "size": 29, "gpaPercentile": 57, "countPercentile": 100, "medianCount": 180, "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": 9, "current": false }, { "range": "3.6–4.0", "count": 20, "current": true } ] } } ] ``` ### terms #### 1074 ##### term 1074 ##### gpa 3.5853658536585367 ##### count 123 ##### university ###### size 695 ###### gpa Percentile 70 ###### count Percentile 74 ###### median Count 69 ###### 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 | 3 | false | | 2.4–2.8 | 53 | false | | 2.8–3.2 | 184 | false | | 3.2–3.6 | 256 | true | | 3.6–4.0 | 199 | false | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1084 ##### term 1084 ##### gpa 3.0161290322580645 ##### count 124 ##### university ###### size 720 ###### gpa Percentile 19 ###### count Percentile 76 ###### median Count 70 ###### 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 | 3 | false | | 2.4–2.8 | 45 | false | | 2.8–3.2 | 207 | true | | 3.2–3.6 | 248 | false | | 3.6–4.0 | 217 | false | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1094 ##### term 1094 ##### gpa 3.4153846153846152 ##### count 130 ##### university ###### size 758 ###### gpa Percentile 53 ###### count Percentile 77 ###### median Count 71 ###### 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 | 2 | false | | 2.4–2.8 | 35 | false | | 2.8–3.2 | 226 | false | | 3.2–3.6 | 259 | true | | 3.6–4.0 | 236 | false | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1104 ##### term 1104 ##### gpa 3.568702290076336 ##### count 131 ##### university ###### size 793 ###### gpa Percentile 67 ###### count Percentile 79 ###### median Count 66 ###### 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 | 4 | false | | 2.4–2.8 | 49 | false | | 2.8–3.2 | 205 | false | | 3.2–3.6 | 294 | true | | 3.6–4.0 | 241 | false | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1114 ##### term 1114 ##### gpa 3.6875 ##### count 136 ##### university ###### size 804 ###### gpa Percentile 77 ###### count Percentile 80 ###### median Count 68 ###### 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 | 53 | false | | 2.8–3.2 | 231 | false | | 3.2–3.6 | 292 | false | | 3.6–4.0 | 227 | true | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1124 ##### term 1124 ##### gpa 3.806201550387597 ##### count 129 ##### university ###### size 821 ###### gpa Percentile 80 ###### count Percentile 78 ###### median Count 67 ###### 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 | 39 | false | | 2.8–3.2 | 223 | false | | 3.2–3.6 | 278 | false | | 3.6–4.0 | 280 | true | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1132 ##### term 1132 ##### gpa 3.84765625 ##### count 128 ##### university ###### size 851 ###### gpa Percentile 87 ###### count Percentile 77 ###### median Count 66 ###### 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 | 2 | false | | 2.4–2.8 | 40 | false | | 2.8–3.2 | 234 | false | | 3.2–3.6 | 303 | false | | 3.6–4.0 | 272 | true | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1142 ##### term 1142 ##### gpa 3.764925373134328 ##### count 134 ##### university ###### size 853 ###### gpa Percentile 80 ###### count Percentile 79 ###### median Count 67 ###### 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 | 4 | false | | 2.4–2.8 | 33 | false | | 2.8–3.2 | 228 | false | | 3.2–3.6 | 320 | false | | 3.6–4.0 | 268 | true | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1152 ##### term 1152 ##### gpa 3.8992537313432836 ##### count 134 ##### university ###### size 918 ###### gpa Percentile 90 ###### count Percentile 78 ###### median Count 65 ###### 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 | 33 | false | | 2.8–3.2 | 227 | false | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 286 | true | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1162 ##### term 1162 ##### gpa 3.884 ##### count 125 ##### university ###### size 954 ###### gpa Percentile 88 ###### count Percentile 76 ###### median Count 64.5 ###### 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 | 2 | false | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 234 | false | | 3.2–3.6 | 350 | false | | 3.6–4.0 | 345 | true | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1172 ##### term 1172 ##### gpa 3.8758389261744965 ##### count 149 ##### university ###### size 991 ###### gpa Percentile 86 ###### count Percentile 82 ###### median Count 67 ###### 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 | 0 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 226 | false | | 3.2–3.6 | 353 | false | | 3.6–4.0 | 390 | true | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1182 ##### term 1182 ##### gpa 3.7430555555555554 ##### count 144 ##### university ###### size 1025 ###### gpa Percentile 72 ###### count Percentile 80 ###### median Count 69 ###### 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 | 21 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 369 | false | | 3.6–4.0 | 418 | true | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1192 ##### term 1192 ##### gpa 3.661870503597122 ##### count 139 ##### university ###### size 1077 ###### gpa Percentile 62 ###### count Percentile 79 ###### median Count 67 ###### 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 | 22 | false | | 2.8–3.2 | 203 | false | | 3.2–3.6 | 370 | false | | 3.6–4.0 | 481 | true | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1202 ##### term 1202 ##### gpa 3.828358208955224 ##### count 134 ##### university ###### size 1102 ###### gpa Percentile 79 ###### count Percentile 76 ###### median Count 68 ###### 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 | 14 | false | | 2.8–3.2 | 218 | false | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 498 | true | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1212 ##### term 1212 ##### gpa 3.916 ##### count 125 ##### university ###### size 1111 ###### gpa Percentile 85 ###### count Percentile 74 ###### median Count 68 ###### 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 | 0 | false | | 2.4–2.8 | 4 | false | | 2.8–3.2 | 159 | false | | 3.2–3.6 | 337 | false | | 3.6–4.0 | 611 | true | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1222 ##### term 1222 ##### gpa 3.8622448979591835 ##### count 98 ##### university ###### size 1157 ###### gpa Percentile 79 ###### count Percentile 66 ###### median Count 64 ###### 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 | 17 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 351 | false | | 3.6–4.0 | 614 | true | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1232 ##### term 1232 ##### gpa 3.842741935483871 ##### count 124 ##### university ###### size 1216 ###### gpa Percentile 75 ###### count Percentile 75 ###### median Count 66 ###### 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 | 2 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 356 | false | | 3.6–4.0 | 670 | true | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1242 ##### term 1242 ##### gpa 3.826530612244898 ##### count 98 ##### university ###### size 1295 ###### gpa Percentile 71 ###### count Percentile 67 ###### median Count 67 ###### 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 | 2 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 162 | false | | 3.2–3.6 | 394 | false | | 3.6–4.0 | 726 | true | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1252 ##### term 1252 ##### gpa 3.75 ##### count 92 ##### university ###### size 1333 ###### gpa Percentile 59 ###### count Percentile 62 ###### median Count 69 ###### 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 | 0 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 115 | false | | 3.2–3.6 | 431 | false | | 3.6–4.0 | 773 | true | ##### departments ```json [ { "subject": "PHMSCI", "comparison": { "size": 12, "gpaPercentile": 55, "countPercentile": 55, "medianCount": 65, "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": 2, "current": false }, { "range": "3.6–4.0", "count": 10, "current": true } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.630952380952381 ##### count 126 ##### university ###### size 1320 ###### gpa Percentile 43 ###### count Percentile 74 ###### median Count 70 ###### 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 | 8 | false | | 2.8–3.2 | 133 | false | | 3.2–3.6 | 381 | false | | 3.6–4.0 | 797 | true | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | ### benchmarks #### all ##### school ###### size 4617 ###### gpa 3.6478932936934045 ###### top Share 81.09072773179275 ###### count 171 ##### PHMSCI ###### size 29 ###### gpa 3.7050307027163316 ###### top Share 83.10896337727144 ###### count 180 #### terms ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### PHMSCI ###### size 12 ###### gpa 3.728543154478551 ###### top Share 84.94017449057357 ###### count 65 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ## instructor Trends ```json [ { "uid": "instructor_b3cffd9bd716e8b625a044a9", "name": "MELGARDT DE VILLIERS", "count": 2523, "terms": [ { "term": "1074", "count": 123, "sections": 1, "gpa": 3.5853658536585367 }, { "term": "1084", "count": 124, "sections": 1, "gpa": 3.0161290322580645 }, { "term": "1094", "count": 130, "sections": 1, "gpa": 3.4153846153846152 }, { "term": "1104", "count": 131, "sections": 1, "gpa": 3.568702290076336 }, { "term": "1114", "count": 136, "sections": 1, "gpa": 3.6875 }, { "term": "1124", "count": 129, "sections": 1, "gpa": 3.806201550387597 }, { "term": "1132", "count": 128, "sections": 1, "gpa": 3.84765625 }, { "term": "1142", "count": 134, "sections": 1, "gpa": 3.764925373134328 }, { "term": "1152", "count": 134, "sections": 1, "gpa": 3.8992537313432836 }, { "term": "1162", "count": 125, "sections": 1, "gpa": 3.884 }, { "term": "1172", "count": 149, "sections": 1, "gpa": 3.8758389261744965 }, { "term": "1182", "count": 144, "sections": 1, "gpa": 3.7430555555555554 }, { "term": "1192", "count": 139, "sections": 1, "gpa": 3.661870503597122 }, { "term": "1202", "count": 134, "sections": 1, "gpa": 3.828358208955224 }, { "term": "1212", "count": 125, "sections": 1, "gpa": 3.916 }, { "term": "1222", "count": 98, "sections": 1, "gpa": 3.8622448979591835 }, { "term": "1232", "count": 124, "sections": 1, "gpa": 3.842741935483871 }, { "term": "1242", "count": 98, "sections": 1, "gpa": 3.826530612244898 }, { "term": "1252", "count": 92, "sections": 1, "gpa": 3.75 }, { "term": "1262", "count": 126, "sections": 1, "gpa": 3.630952380952381 } ] }, { "uid": "instructor_039c1f335afa8b6d0416248e", "name": "BONNIE FINGERHUT", "count": 1161, "terms": [ { "term": "1124", "count": 129, "sections": 1, "gpa": 3.806201550387597 }, { "term": "1132", "count": 128, "sections": 1, "gpa": 3.84765625 }, { "term": "1142", "count": 134, "sections": 1, "gpa": 3.764925373134328 }, { "term": "1152", "count": 134, "sections": 1, "gpa": 3.8992537313432836 }, { "term": "1162", "count": 125, "sections": 1, "gpa": 3.884 }, { "term": "1172", "count": 149, "sections": 1, "gpa": 3.8758389261744965 }, { "term": "1182", "count": 144, "sections": 1, "gpa": 3.7430555555555554 }, { "term": "1252", "count": 92, "sections": 1, "gpa": 3.75 }, { "term": "1262", "count": 126, "sections": 1, "gpa": 3.630952380952381 } ] }, { "uid": "instructor_821427302fcbd54eab817226", "name": "GLEN KWON", "count": 936, "terms": [ { "term": "1192", "count": 139, "sections": 1, "gpa": 3.661870503597122 }, { "term": "1202", "count": 134, "sections": 1, "gpa": 3.828358208955224 }, { "term": "1212", "count": 125, "sections": 1, "gpa": 3.916 }, { "term": "1222", "count": 98, "sections": 1, "gpa": 3.8622448979591835 }, { "term": "1232", "count": 124, "sections": 1, "gpa": 3.842741935483871 }, { "term": "1242", "count": 98, "sections": 1, "gpa": 3.826530612244898 }, { "term": "1252", "count": 92, "sections": 1, "gpa": 3.75 }, { "term": "1262", "count": 126, "sections": 1, "gpa": 3.630952380952381 } ] }, { "uid": "instructor_81a3e084d3292629682e2849", "name": "YUNXIANG WU", "count": 320, "terms": [ { "term": "1222", "count": 98, "sections": 1, "gpa": 3.8622448979591835 }, { "term": "1232", "count": 124, "sections": 1, "gpa": 3.842741935483871 }, { "term": "1242", "count": 98, "sections": 1, "gpa": 3.826530612244898 } ] }, { "uid": "instructor_095b701ec5d4005d11372bc8", "name": "YIXIN WANG", "count": 222, "terms": [ { "term": "1232", "count": 124, "sections": 1, "gpa": 3.842741935483871 }, { "term": "1242", "count": 98, "sections": 1, "gpa": 3.826530612244898 } ] }, { "uid": "instructor_5c73d2cf75ba3a5666dabab3", "name": "KE WANG", "count": 222, "terms": [ { "term": "1232", "count": 124, "sections": 1, "gpa": 3.842741935483871 }, { "term": "1242", "count": 98, "sections": 1, "gpa": 3.826530612244898 } ] }, { "uid": "instructor_347c147b69a4b3f562dc0142", "name": "ZEXIN ZHU", "count": 124, "terms": [ { "term": "1232", "count": 124, "sections": 1, "gpa": 3.842741935483871 } ] }, { "uid": "instructor_92dbf461a3a2a010bf2e0e1c", "name": "YINGYUE DING", "count": 98, "terms": [ { "term": "1222", "count": 98, "sections": 1, "gpa": 3.8622448979591835 } ] }, { "uid": "instructor_9486db9ecfbd1f39e405ecfb", "name": "DAWON KIM", "count": 98, "terms": [ { "term": "1222", "count": 98, "sections": 1, "gpa": 3.8622448979591835 } ] }, { "uid": "instructor_9da453d00557ee8554d781aa", "name": "SICHEN YUAN", "count": 98, "terms": [ { "term": "1242", "count": 98, "sections": 1, "gpa": 3.826530612244898 } ] }, { "uid": "instructor_a946f2ee9362db5814ca6927", "name": "KATE ROTZENBERG", "count": 98, "terms": [ { "term": "1222", "count": 98, "sections": 1, "gpa": 3.8622448979591835 } ] }, { "uid": "instructor_bd0543b3859ebf38a423bbe1", "name": "SIDDHARTH UPPAL", "count": 98, "terms": [ { "term": "1222", "count": 98, "sections": 1, "gpa": 3.8622448979591835 } ] }, { "uid": "instructor_d74dc9aab092c42306e67b8c", "name": "KAILA JAVIUS-JONES", "count": 98, "terms": [ { "term": "1242", "count": 98, "sections": 1, "gpa": 3.826530612244898 } ] } ] ``` ## following None recorded. ## projection ### target 1272 ### interval #### lower 3.56 #### upper 3.95 #### coverage 80 #### terms 8 ### gpa 3.756958398965058 ### grades | grade | percentage | | ----- | ------------------- | | A | 66.64612267267728 | | AB | 18.3355276156874 | | B | 14.78225654360498 | | BC | 0.23609316803034075 | | C | 0 | | D | 0 | | F | 0 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 538 ### same Season true ### historical Range * 3.630952380952381 * 3.862244897959184 ### backtest #### terms 8 #### gpa Error 0.08862551756098619 #### mix Error 10.835277109224155