# BMI/POPHLTH 651: Advanced Regression Methods for Population Health | UW–Madison [View on UW Courses](https://uwcourses.com/courses/BMI_POPHLTH_651) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T23:19:01.870283+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 3f52d72978af96f4a2a2bd7ae97b099d1ee609fea25d646e5beee3e5aedfc4cd ### course id BMI/POPHLTH 651 ### course uid course\_a08aa529ddd844ebf5d43f6b ### catalog version id d92ba542fa2453099bbeb9189d33573cfcbf53bcfe648d9bf514b2e785b067e7 ### course number 651 ### subjects * BMI * POPHLTH ### title ADVANCED REGRESSION METHODS FOR POPULATION HEALTH ### description Extension of regression analysis to observational data with unequal variance, unequal sampling and propensity weights, clusters and longitudinal measurements, using different variance structures, mixed linear models, generalized linear models and GEE. Matrix notation will be introduced and underlying mathematical and statistical principles will be explained. Examples use data sets from ongoing population health research. ### requirements text POP HLTH/​B M I  552 ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 77b8add98aa6bef81604d854565b04fabf905f1d66fa8335bead890c92ae555d ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Advanced regression methods for population health, extending analysis to complex observational data structures using mixed models and GEE. ### llm topics * Propensity weights, clustering, and longitudinal measurements * Mixed linear models, generalized linear models, and GEE * Matrix notation and statistical principles ### llm skills * Advanced regression analysis for complex observational data * Application of mixed linear models, GLMs, and GEE * Mathematical and statistical principles using matrix notation ### llm assumed background * Foundational regression methods for various outcome types ### llm search phrases * advanced regression population health * mixed linear models GEE BMI * propensity weights longitudinal data BMI 651 ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 604f1ae0349860f81489400b4547b307a05b609f90e8b0b9a3725b8a6955167c #### course id BMI/POPHLTH 651 #### current instructors None recorded. #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered false #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Fall 2021: 3.35 GPA, 50.0% A/AB (n=10 letter grades); Fall 2024: 3.65 GPA, 90.0% A/AB (n=10 letter grades); Fall 2025: 3.66 GPA, 87.5% A/AB (n=16 letter grades). ```json { "citations": [ { "course_id": "BMI/POPHLTH 651", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "dfcf0369-b486-3bb1-9799-7e69c0749b59", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "BMI/POPHLTH 651", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "dfcf0369-b486-3bb1-9799-7e69c0749b59", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "BMI/POPHLTH 651", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "dfcf0369-b486-3bb1-9799-7e69c0749b59", "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 None recorded. #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": null, "course": { "course_number": 552, "minimum_grade": null, "subjects": [ "BMI", "POPHLTH" ], "timing": "prior" }, "evidence": "POP HLTH/B M I 552", "id": "n0", "kind": "course" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_699e2d13baf3573b224b1dfe", "source": "madgrades", "source_instructor_id": "2601674", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARI PALTA", "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": 3.643, "graded": 129, "counts": [ 71, 30, 26, 0, 1, 1, 0 ], "sections": 47 }, "instructor_url": "/instructors/MARI_PALTA--instructor_699e2d13baf3573b224b1dfe" }, { "instructor_uid": "instructor_f20799d95aade158c151479c", "source": "madgrades", "source_instructor_id": "4426932", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YAJUAN SI", "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": 3.823, "graded": 31, "counts": [ 23, 5, 3, 0, 0, 0, 0 ], "sections": 5 }, "instructor_url": "/instructors/YAJUAN_SI--instructor_f20799d95aade158c151479c" }, { "instructor_uid": "instructor_4d778dafa1ee04996dee46e3", "source": "madgrades", "source_instructor_id": "4726678", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LU MAO", "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": 3.846, "graded": 172, "counts": [ 143, 17, 6, 4, 1, 0, 1 ], "sections": 40 }, "instructor_url": "/instructors/LU_MAO--instructor_4d778dafa1ee04996dee46e3" }, { "instructor_uid": "instructor_f1a82ea118f66a96b5dcda1e", "source": "madgrades", "source_instructor_id": "6243844", "identity_basis": "source_id", "identity_status": "source_identified", "name": "EMMANUEL SAMPENE", "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": 3.567, "graded": 30, "counts": [ 12, 10, 8, 0, 0, 0, 0 ], "sections": 3 }, "instructor_url": "/instructors/EMMANUEL_SAMPENE--instructor_f1a82ea118f66a96b5dcda1e" }, { "instructor_uid": "instructor_9e4a5c36134b8e66c363f500", "source": "madgrades", "source_instructor_id": "4272783", "identity_basis": "source_id", "identity_status": "source_identified", "name": "GUANHUA CHEN", "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": 3.965, "graded": 85, "counts": [ 81, 3, 0, 1, 0, 0, 0 ], "sections": 33 }, "instructor_url": "/instructors/GUANHUA_CHEN--instructor_9e4a5c36134b8e66c363f500" }, { "instructor_uid": "instructor_e0ff4b3f1039ce2db137e6f2", "source": "madgrades", "source_instructor_id": "6685858", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARY RYAN", "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": 3.654, "graded": 26, "counts": [ 12, 11, 2, 1, 0, 0, 0 ], "sections": 3 }, "instructor_url": "/instructors/MARY_RYAN--instructor_e0ff4b3f1039ce2db137e6f2" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI/POPHLTH 651", "course_uid": "course_a08aa529ddd844ebf5d43f6b", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "MARI PALTA" ], "a": 4, "ab": 6, "b": 4, "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": 14, "source_aliases": [ "BMI/POPHLTH 651" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI/POPHLTH 651", "course_uid": "course_a08aa529ddd844ebf5d43f6b", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "MARI PALTA" ], "a": 3, "ab": 5, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 9, "source_aliases": [ "BMI/POPHLTH 651" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI/POPHLTH 651", "course_uid": "course_a08aa529ddd844ebf5d43f6b", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "MARI PALTA" ], "a": 10, "ab": 3, "b": 4, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 18, "source_aliases": [ "BMI/POPHLTH 651" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI/POPHLTH 651", "course_uid": "course_a08aa529ddd844ebf5d43f6b", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "YAJUAN SI" ], "a": 5, "ab": 3, "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": 1, "other": 0, "total": 12, "source_aliases": [ "BMI/POPHLTH 651" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI/POPHLTH 651", "course_uid": "course_a08aa529ddd844ebf5d43f6b", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "YAJUAN SI" ], "a": 7, "ab": 2, "b": 0, "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": 9, "source_aliases": [ "BMI/POPHLTH 651" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI/POPHLTH 651", "course_uid": "course_a08aa529ddd844ebf5d43f6b", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "Lu Mao" ], "a": 6, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 7, "source_aliases": [ "BMI/POPHLTH 651" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI/POPHLTH 651", "course_uid": "course_a08aa529ddd844ebf5d43f6b", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "EMMANUEL SAMPENE" ], "a": 7, "ab": 3, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 12, "source_aliases": [ "BMI/POPHLTH 651" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI/POPHLTH 651", "course_uid": "course_a08aa529ddd844ebf5d43f6b", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "EMMANUEL SAMPENE" ], "a": 3, "ab": 4, "b": 2, "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": 9, "source_aliases": [ "BMI/POPHLTH 651" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI/POPHLTH 651", "course_uid": "course_a08aa529ddd844ebf5d43f6b", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "EMMANUEL SAMPENE" ], "a": 2, "ab": 3, "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": 10, "source_aliases": [ "BMI/POPHLTH 651" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI/POPHLTH 651", "course_uid": "course_a08aa529ddd844ebf5d43f6b", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Guanhua Chen" ], "a": 0, "ab": 0, "b": 0, "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": 0, "source_aliases": [ "BMI/POPHLTH 651" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI/POPHLTH 651", "course_uid": "course_a08aa529ddd844ebf5d43f6b", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "MARY RYAN" ], "a": 4, "ab": 5, "b": 1, "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": 10, "source_aliases": [ "BMI/POPHLTH 651" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI/POPHLTH 651", "course_uid": "course_a08aa529ddd844ebf5d43f6b", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "MARY RYAN" ], "a": 8, "ab": 6, "b": 1, "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": 16, "source_aliases": [ "BMI/POPHLTH 651" ] } ] ``` ### statistics #### gpa 3.649 #### graded 121 #### counts * 59 * 40 * 21 * 1 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_a08aa529ddd844ebf5d43f6b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_a08aa529ddd844ebf5d43f6b-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_a08aa529ddd844ebf5d43f6b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_a08aa529ddd844ebf5d43f6b-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_a08aa529ddd844ebf5d43f6b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_a08aa529ddd844ebf5d43f6b-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.6487603305785123 #### count 121 #### university ##### size 4174 ##### gpa Percentile 42 ##### count Percentile 47 ##### median Count 130.5 ##### 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 | 0 | false | | 2.4–2.8 | 13 | false | | 2.8–3.2 | 307 | false | | 3.2–3.6 | 1199 | false | | 3.6–4.0 | 2655 | true | #### departments ```json [ { "subject": "BMI", "comparison": { "size": 21, "gpaPercentile": 10, "countPercentile": 70, "medianCount": 86, "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": 19, "current": true } ] } }, { "subject": "POPHLTH", "comparison": { "size": 24, "gpaPercentile": 26, "countPercentile": 43, "medianCount": 155.5, "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": 19, "current": true } ] } } ] ``` ### terms #### 1132 ##### term 1132 ##### gpa 3.5 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | | POPHLTH | | #### 1142 ##### term 1142 ##### gpa 3.6875 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | | POPHLTH | | #### 1152 ##### term 1152 ##### gpa 3.676470588235294 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | | POPHLTH | | #### 1162 ##### term 1162 ##### gpa 3.590909090909091 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | | POPHLTH | | #### 1172 ##### term 1172 ##### gpa 3.888888888888889 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | | POPHLTH | | #### 1194 ##### term 1194 ##### gpa 4 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | | POPHLTH | | #### 1202 ##### term 1202 ##### gpa 3.772727272727273 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | | POPHLTH | | #### 1212 ##### term 1212 ##### gpa 3.5555555555555554 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | | POPHLTH | | #### 1222 ##### term 1222 ##### gpa 3.35 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | | POPHLTH | | #### 1252 ##### term 1252 ##### gpa 3.65 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | | POPHLTH | | #### 1262 ##### term 1262 ##### gpa 3.65625 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | | POPHLTH | | ### benchmarks #### all ##### school ###### size 4174 ###### gpa 3.657846718434237 ###### top Share 81.7333387146061 ###### count 130.5 ##### BMI ###### size 21 ###### gpa 3.7791498896390525 ###### top Share 90.06190312143873 ###### count 86 ##### POPHLTH ###### size 24 ###### gpa 3.7681481709902425 ###### top Share 87.59820834442353 ###### count 155.5 #### terms ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ###### POPHLTH ###### size 10 ###### gpa 3.700553572990855 ###### top Share 84.19711217980111 ###### count 37.5 ##### 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 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### 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 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ## instructor Trends ```json [ { "uid": "instructor_699e2d13baf3573b224b1dfe", "name": "MARI PALTA", "count": 39, "terms": [ { "term": "1132", "count": 14, "sections": 1, "gpa": 3.5 }, { "term": "1142", "count": 8, "sections": 1, "gpa": 3.6875 }, { "term": "1152", "count": 17, "sections": 1, "gpa": 3.676470588235294 } ] }, { "uid": "instructor_f1a82ea118f66a96b5dcda1e", "name": "EMMANUEL SAMPENE", "count": 30, "terms": [ { "term": "1202", "count": 11, "sections": 1, "gpa": 3.772727272727273 }, { "term": "1212", "count": 9, "sections": 1, "gpa": 3.5555555555555554 }, { "term": "1222", "count": 10, "sections": 1, "gpa": 3.35 } ] }, { "uid": "instructor_e0ff4b3f1039ce2db137e6f2", "name": "MARY RYAN", "count": 26, "terms": [ { "term": "1252", "count": 10, "sections": 1, "gpa": 3.65 }, { "term": "1262", "count": 16, "sections": 1, "gpa": 3.65625 } ] }, { "uid": "instructor_f20799d95aade158c151479c", "name": "YAJUAN SI", "count": 20, "terms": [ { "term": "1162", "count": 11, "sections": 1, "gpa": 3.590909090909091 }, { "term": "1172", "count": 9, "sections": 1, "gpa": 3.888888888888889 } ] }, { "uid": "instructor_4d778dafa1ee04996dee46e3", "name": "LU MAO", "count": 6, "terms": [ { "term": "1194", "count": 6, "sections": 1, "gpa": 4 } ] } ] ``` ## following None recorded.