# PHMCOL-M 781: Molecular and Cellular Principles in Pharmacology | UW–Madison [View on UW Courses](https://uwcourses.com/courses/PHMCOL-M_781) ## 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 138d9d7568560d6da0dc4a851aa2944bdf64e67fe3837a203132aa551a2d6878 ### course id PHMCOL-M 781 ### course uid course\_08dd130652caa766a4af8aac ### catalog version id 771840f03d48773395e03cdf03a60405feb455503502d2ea60e8272a155a0873 ### course number 781 ### subjects * PHMCOL-M ### title MOLECULAR AND CELLULAR PRINCIPLES IN PHARMACOLOGY ### description Provides an in-depth introduction to the molecular and cellular principles of pharmacology. Emphasis is on the mechanisms of drug and small molecule action in cells, with a particular focus on downstream signaling pathways, second messenger systems, protein kinase cascades, and the regulation of gene transcription. ### requirements text Graduate/professional standing ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 7c219f191cdb2876fb4e8f8ab4d2012c5fac3b49a991d4d720edc1f30e1a0430 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary This course introduces molecular and cellular pharmacology principles, focusing on drug action mechanisms and signaling pathways. ### llm topics * Molecular and cellular principles of pharmacology * Signaling pathways and second messenger systems * Regulation of gene transcription ### llm skills * Understanding mechanisms of drug and small molecule action * Analyzing downstream signaling pathways and second messenger systems * Examining regulation of gene transcription ### llm assumed background None recorded. ### llm search phrases * molecular pharmacology * cellular signaling pathways * drug action mechanisms * protein kinase cascades * gene transcription regulation ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 25cc2247a3a63095249371674de7d78ef1a76eaa60265e0df0d25bee9b92e083 #### course id PHMCOL-M 781 #### 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 — Spring 2024: 3.97 GPA, 100.0% A/AB (n=18 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=15 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=11 letter grades). ```json { "citations": [ { "course_id": "PHMCOL-M 781", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "97d794d7-b285-3187-bef8-fac7096611c6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PHMCOL-M 781", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "97d794d7-b285-3187-bef8-fac7096611c6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PHMCOL-M 781", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "97d794d7-b285-3187-bef8-fac7096611c6", "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 None recorded. #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Graduate/professional standing", "course": null, "evidence": "Graduate/professional standing", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_abdfe895242bd3522a54313f", "source": "madgrades", "source_instructor_id": "377413", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANJON AUDHYA", "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": 3.951, "graded": 355, "counts": [ 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"counts": [ 17, 4, 0, 0, 0, 0, 0 ], "sections": 66 }, "instructor_url": "/instructors/ROBERT_STRIKER--instructor_cc6e3aa41b67ae3726782663" }, { "instructor_uid": "instructor_d90f62e1f885cc5549e2dc7e", "source": "madgrades", "source_instructor_id": "3779821", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DARCIE MOORE", "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": 3.83, "graded": 53, "counts": [ 39, 10, 4, 0, 0, 0, 0 ], "sections": 59 }, "instructor_url": "/instructors/DARCIE_MOORE--instructor_d90f62e1f885cc5549e2dc7e" }, { "instructor_uid": "instructor_db9d8a84a6fc90cc8ab71655", "source": "madgrades", "source_instructor_id": "1473982", "identity_basis": "source_id", "identity_status": "source_identified", "name": "WEIPING TANG", "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": 3.549, "graded": 2976, "counts": [ 1515, 652, 495, 217, 96, 0, 1 ], "sections": 190 }, "instructor_url": "/instructors/WEIPING_TANG--instructor_db9d8a84a6fc90cc8ab71655" }, { "instructor_uid": "instructor_de69a349dda98e40f8ae8b79", "source": "madgrades", "source_instructor_id": "3814513", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CODY WENTHUR", "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": 3.379, "graded": 770, "counts": [ 310, 200, 120, 87, 36, 12, 5 ], "sections": 71 }, "instructor_url": "/instructors/CODY_WENTHUR--instructor_de69a349dda98e40f8ae8b79" }, { "instructor_uid": "instructor_e49d7fd60084b36b51f07e37", "source": "madgrades", "source_instructor_id": "1077809", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YOUNGSOOK LEE", "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": 3.764, "graded": 140, "counts": [ 91, 34, 13, 2, 0, 0, 0 ], "sections": 60 }, "instructor_url": "/instructors/YOUNGSOOK_LEE--instructor_e49d7fd60084b36b51f07e37" }, { "instructor_uid": "instructor_e8f7f765327c4d28fbc47e5a", "source": "madgrades", "source_instructor_id": "5587252", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ALEXEY GLUKHOV", "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": 3.783, "graded": 127, "counts": [ 87, 28, 10, 1, 1, 0, 0 ], "sections": 34 }, "instructor_url": "/instructors/ALEXEY_GLUKHOV--instructor_e8f7f765327c4d28fbc47e5a" }, { "instructor_uid": "instructor_f475b6d20458f63af23d8f77", "source": "madgrades", "source_instructor_id": "4399401", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LARA COLLIER", "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", "ratings": { "review_count": 14, "quality": 3.43, "difficulty": 2.29, "quality_count": 14, "difficulty_count": 14, "profile_id": "rmp:1286801", "source_url": "https://www.ratemyprofessors.com/professor/1286801", "match_basis": "exact_name", "observed_at": "2026-09-07 16:24:21.830358+00:00", "courses": { "course_555d14d63d14613da77872a8": { "review_count": 2, "quality": 5, "difficulty": 1.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.565109284439174, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.535, "graded": 6819, "counts": [ 3717, 1090, 1305, 373, 257, 61, 16 ], "sections": 117 }, "instructor_url": "/instructors/LARA_COLLIER--instructor_f475b6d20458f63af23d8f77" }, { "instructor_uid": "instructor_fe9eee0ac5cf33484c479772", "source": "madgrades", "source_instructor_id": "881945", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RANDAL TIBBETTS", "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": 3.9, "graded": 501, "counts": [ 439, 31, 26, 3, 2, 0, 0 ], "sections": 78 }, "instructor_url": "/instructors/RANDAL_TIBBETTS--instructor_fe9eee0ac5cf33484c479772" }, { "instructor_uid": "instructor_158701da7f4e76f1d6b94057", "source": "madgrades", "source_instructor_id": "5906161", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PETER LUONG", "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": 3.9, "graded": 15, "counts": [ 12, 3, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/PETER_LUONG" }, { "instructor_uid": "instructor_2ab2be5ba7671454a67e567c", "source": "madgrades", "source_instructor_id": "2600852", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TIMOTHY KAMP", "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": 3.959, "graded": 632, "counts": [ 605, 14, 9, 0, 3, 0, 1 ], "sections": 126 }, "instructor_url": "/instructors/TIMOTHY_KAMP--instructor_2ab2be5ba7671454a67e567c" }, { "instructor_uid": "instructor_38b77cf1bd5e6d907581ddb5", "source": "madgrades", "source_instructor_id": "2601646", "identity_basis": "source_id", "identity_status": "source_identified", "name": "GAIL A. ROBERTSON", "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": 3.793, "graded": 29, "counts": [ 21, 4, 4, 0, 0, 0, 0 ], "sections": 76 }, "instructor_url": "/instructors/GAIL_A_ROBERTSON" }, { "instructor_uid": "instructor_6da50b5852d326f3066964ba", "source": "madgrades", "source_instructor_id": "6317734", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANDRE MOURA DA COSTA E SOUSA", "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": 52, "counts": [ 35, 9, 8, 0, 0, 0, 0 ], "sections": 42 }, "instructor_url": "/instructors/ANDRE_MOURA_DA_COSTA_E_SOUSA--instructor_6da50b5852d326f3066964ba" }, { "instructor_uid": "instructor_7bd3c64a05c4c2c4cd22fa62", "source": "madgrades", "source_instructor_id": "6112010", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RAUNAK SINHA", "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": 3.308, "graded": 156, "counts": [ 72, 21, 36, 11, 5, 9, 2 ], "sections": 67 }, "instructor_url": "/instructors/RAUNAK_SINHA--instructor_7bd3c64a05c4c2c4cd22fa62" }, { "instructor_uid": "instructor_996a4d83ae6ec93c84e60817", "source": "madgrades", "source_instructor_id": "4910998", "identity_basis": "source_id", "identity_status": "source_identified", "name": "WILLIAM RICKE", "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": 3.702, "graded": 619, "counts": [ 370, 147, 89, 10, 2, 1, 0 ], "sections": 87 }, "instructor_url": "/instructors/WILLIAM_RICKE" }, { "instructor_uid": "instructor_a65313e1cd0f224501485ce3", "source": "madgrades", "source_instructor_id": "3728293", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DONNA WERLING", "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", "ratings": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:3061483", "source_url": "https://www.ratemyprofessors.com/professor/3061483", "match_basis": "exact_name", "observed_at": "2026-09-07 16:43:16.727715+00:00", "courses": { "course_3072ef2bc2ee7e4a222f0281": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.7235102700443767, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.412, "graded": 370, "counts": [ 137, 107, 77, 26, 21, 2, 0 ], "sections": 50 }, "instructor_url": "/instructors/DONNA_WERLING--instructor_a65313e1cd0f224501485ce3" }, { "instructor_uid": "instructor_b4532efe628f12957de35787", "source": "madgrades", "source_instructor_id": "6397860", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JOSEPH GALLANT", "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": 3.797, "graded": 32, "counts": [ 23, 5, 4, 0, 0, 0, 0 ], "sections": 4 }, "instructor_url": "/instructors/JOSEPH_GALLANT--instructor_b4532efe628f12957de35787" }, { "instructor_uid": "instructor_d1886f79a2b23f273bef5a83", "source": "madgrades", "source_instructor_id": "274152", "identity_basis": "source_id", "identity_status": "source_identified", "name": "AARON LEBEAU", "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": 3.908, "graded": 76, "counts": [ 66, 6, 4, 0, 0, 0, 0 ], "sections": 27 }, "instructor_url": "/instructors/AARON_LEBEAU--instructor_d1886f79a2b23f273bef5a83" }, { "instructor_uid": "instructor_e6d52850d69c3974a9b8e98f", "source": "madgrades", "source_instructor_id": "4933731", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JORGE GUERRERO", "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": 3.7, "graded": 20, "counts": [ 12, 4, 4, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/JORGE_GUERRERO--instructor_e6d52850d69c3974a9b8e98f" }, { "instructor_uid": "instructor_1acddcd5730e0f7c17c647b8", "source": "madgrades", "source_instructor_id": "6361426", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KENDAHL OTT", "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": 3.989, "graded": 44, "counts": [ 43, 1, 0, 0, 0, 0, 0 ], "sections": 6 }, "instructor_url": "/instructors/KENDAHL_OTT" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMCOL-M 781", "course_uid": "course_08dd130652caa766a4af8aac", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "Anjon Audhya" ], "a": 4, "ab": 2, "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": 9, "source_aliases": [ "PHMCOL-M 781" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMCOL-M 781", "course_uid": "course_08dd130652caa766a4af8aac", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "ALAN RAPRAEGER", "Ahmed Mahmoud", "Alexey Glukhov", "Anjon Audhya", "Anna Huttenlocher", "BETH WEAVER", "Cody Wenthur", "Darcie Moore", "Edwin Chapman", "Emery Bresnick", "Jeffrey Johnson", "John Svaren", "Lara Collier", "Lingjun Li", "MEGAN KOTH", "Mark Burkard", "Michelle Kimple", "Nathan Sherer", "Randal Tibbetts", "Richard Anderson", "Robert Striker", "Rupa Sridharan", "Shigeki Miyamoto", "TIMOTHY BUGNI", "Weiping Tang", "Xinyu Zhao", "YOUNGSOOK LEE", "Ying Ge" ], "a": 8, "ab": 4, "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": 12, "source_aliases": [ "PHMCOL-M 781" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMCOL-M 781", "course_uid": "course_08dd130652caa766a4af8aac", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "Anjon Audhya", "PETER LUONG" ], "a": 12, "ab": 3, "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": 15, "source_aliases": [ "PHMCOL-M 781" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMCOL-M 781", "course_uid": "course_08dd130652caa766a4af8aac", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Aaron Lebeau", "Alexey Glukhov", "Andre Moura Da Costa E Sousa", "Anna Huttenlocher", "BETH WEAVER", "Cody Wenthur", "Darcie Moore", "Donna Werling", "Edwin Chapman", "Emery Bresnick", "Gail Robertson", "JORGE GUERRERO", "JOSEPH GALLANT", "Jeffrey Johnson", "John Svaren", "Lara Collier", "Lingjun Li", "Mark Burkard", "Michelle Kimple", "Nathan Sherer", "Raunak Sinha", "Rupa Sridharan", "Shigeki Miyamoto", "TIMOTHY KAMP", "Weiping Tang", "Will Ricke", "Xinyu Zhao", "Ying Ge" ], "a": 12, "ab": 4, "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": 1, "other": 0, "total": 21, "source_aliases": [ "PHMCOL-M 781" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMCOL-M 781", "course_uid": "course_08dd130652caa766a4af8aac", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Aaron Lebeau", "JOSEPH GALLANT" ], "a": 10, "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": 10, "source_aliases": [ "PHMCOL-M 781" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMCOL-M 781", "course_uid": "course_08dd130652caa766a4af8aac", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Aaron Lebeau", "KENDAHL OTT" ], "a": 17, "ab": 1, "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": 18, "source_aliases": [ "PHMCOL-M 781" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMCOL-M 781", "course_uid": "course_08dd130652caa766a4af8aac", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Aaron Lebeau", "KENDAHL OTT" ], "a": 15, "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": 15, "source_aliases": [ "PHMCOL-M 781" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMCOL-M 781", "course_uid": "course_08dd130652caa766a4af8aac", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Aaron Lebeau", "KENDAHL OTT" ], "a": 11, "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": 11, "source_aliases": [ "PHMCOL-M 781" ] } ] ``` ### statistics #### gpa 3.873 #### graded 110 #### counts * 89 * 14 * 7 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_08dd130652caa766a4af8aac-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_08dd130652caa766a4af8aac-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_08dd130652caa766a4af8aac-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_08dd130652caa766a4af8aac-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_08dd130652caa766a4af8aac-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_08dd130652caa766a4af8aac-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.8727272727272726 #### count 110 #### university ##### size 3446 ##### gpa Percentile 69 ##### count Percentile 44 ##### median Count 129 ##### 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 | 10 | false | | 2.8–3.2 | 202 | false | | 3.2–3.6 | 868 | false | | 3.6–4.0 | 2366 | true | #### departments | subject | comparison | | -------- | ---------- | | PHMCOL-M | | ### terms #### 1184 ##### term 1184 ##### gpa 3.5555555555555554 ##### count 9 ##### departments | subject | comparison | | -------- | ---------- | | PHMCOL-M | | #### 1194 ##### term 1194 ##### gpa 3.8333333333333335 ##### count 12 ##### departments | subject | comparison | | -------- | ---------- | | PHMCOL-M | | #### 1204 ##### term 1204 ##### gpa 3.9 ##### count 15 ##### departments | subject | comparison | | -------- | ---------- | | PHMCOL-M | | #### 1224 ##### term 1224 ##### gpa 3.7 ##### count 20 ##### departments | subject | comparison | | -------- | ---------- | | PHMCOL-M | | #### 1234 ##### term 1234 ##### gpa 4 ##### count 10 ##### departments | subject | comparison | | -------- | ---------- | | PHMCOL-M | | #### 1244 ##### term 1244 ##### gpa 3.9722222222222223 ##### count 18 ##### departments | subject | comparison | | -------- | ---------- | | PHMCOL-M | | #### 1254 ##### term 1254 ##### gpa 4 ##### count 15 ##### departments | subject | comparison | | -------- | ---------- | | PHMCOL-M | | #### 1264 ##### term 1264 ##### gpa 4 ##### count 11 ##### departments | subject | comparison | | -------- | ---------- | | PHMCOL-M | | ### benchmarks #### all ##### school ###### size 3446 ###### gpa 3.6908326253320007 ###### top Share 83.90607100299317 ###### count 129 #### terms ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ## instructor Trends ```json [ { "uid": "instructor_d1886f79a2b23f273bef5a83", "name": "AARON LEBEAU", "count": 74, "terms": [ { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 }, { "term": "1234", "count": 10, "sections": 1, "gpa": 4 }, { "term": "1244", "count": 18, "sections": 1, "gpa": 3.9722222222222223 }, { "term": "1254", "count": 15, "sections": 1, "gpa": 4 }, { "term": "1264", "count": 11, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_1acddcd5730e0f7c17c647b8", "name": "KENDAHL OTT", "count": 44, "terms": [ { "term": "1244", "count": 18, "sections": 1, "gpa": 3.9722222222222223 }, { "term": "1254", "count": 15, "sections": 1, "gpa": 4 }, { "term": "1264", "count": 11, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_abdfe895242bd3522a54313f", "name": "ANJON AUDHYA", "count": 36, "terms": [ { "term": "1184", "count": 9, "sections": 1, "gpa": 3.5555555555555554 }, { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1204", "count": 15, "sections": 1, "gpa": 3.9 } ] }, { "uid": "instructor_0916da8a347da120bde52bf9", "name": "YING GE", "count": 32, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_09b17d771806fd8653566b0d", "name": "MICHELLE KIMPLE", "count": 32, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_3d74743153ecf5c45b75c992", "name": "NATHAN SHERER", "count": 32, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_4ddce982d2622828e6b15ccc", "name": "SHIGEKI MIYAMOTO", "count": 32, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_54c9f66e5fad17453eb9d84a", "name": "JOHN SVAREN", "count": 32, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_63d463cf3f0940de5d48fb2e", "name": "XINYU ZHAO", "count": 32, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_647d1ce0b6feda0516422ca8", "name": "EMERY BRESNICK", "count": 32, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_8299fa6079744bdbd2f92d36", "name": "LINGJUN LI", "count": 32, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_8aa14daa9d7088967d9278fe", "name": "BETH WEAVER", "count": 32, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_91313f3bcef7276482badfda", "name": "EDWIN CHAPMAN", "count": 32, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_a8391037e4c2d373c0c818c5", "name": "ANNA HUTTENLOCHER", "count": 32, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_b07c6e99796f5a23b2e63d4a", "name": "JEFFREY JOHNSON", "count": 32, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_c21629931158f312519db60b", "name": "RUPA SRIDHARAN", "count": 32, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_cbe982f1e0e0559290490016", "name": "MARK BURKARD", "count": 32, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_d90f62e1f885cc5549e2dc7e", "name": "DARCIE MOORE", "count": 32, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_db9d8a84a6fc90cc8ab71655", "name": "WEIPING TANG", "count": 32, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_de69a349dda98e40f8ae8b79", "name": "CODY WENTHUR", "count": 32, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_e8f7f765327c4d28fbc47e5a", "name": "ALEXEY GLUKHOV", "count": 32, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_f475b6d20458f63af23d8f77", "name": "LARA COLLIER", "count": 32, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_b4532efe628f12957de35787", "name": "JOSEPH GALLANT", "count": 30, "terms": [ { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 }, { "term": "1234", "count": 10, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_2ab2be5ba7671454a67e567c", "name": "TIMOTHY KAMP", "count": 20, "terms": [ { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_38b77cf1bd5e6d907581ddb5", "name": "GAIL A. ROBERTSON", "count": 20, "terms": [ { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_6da50b5852d326f3066964ba", "name": "ANDRE MOURA DA COSTA E SOUSA", "count": 20, "terms": [ { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_7bd3c64a05c4c2c4cd22fa62", "name": "RAUNAK SINHA", "count": 20, "terms": [ { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_996a4d83ae6ec93c84e60817", "name": "WILLIAM RICKE", "count": 20, "terms": [ { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_a65313e1cd0f224501485ce3", "name": "DONNA WERLING", "count": 20, "terms": [ { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_e6d52850d69c3974a9b8e98f", "name": "JORGE GUERRERO", "count": 20, "terms": [ { "term": "1224", "count": 20, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_158701da7f4e76f1d6b94057", "name": "PETER LUONG", "count": 15, "terms": [ { "term": "1204", "count": 15, "sections": 1, "gpa": 3.9 } ] }, { "uid": "instructor_049577571a8241a8488551bf", "name": "AHMED MAHMOUD", "count": 12, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 } ] }, { "uid": "instructor_37ae026a5341d0cc6a7daf15", "name": "ALAN RAPRAEGER", "count": 12, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 } ] }, { "uid": "instructor_5bc97d1e9b8d56e8a92b7599", "name": "TIMOTHY BUGNI", "count": 12, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 } ] }, { "uid": "instructor_68f8df6b807ed8f9be252d8c", "name": "MEGAN KOTH", "count": 12, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 } ] }, { "uid": "instructor_8f5071822df28a8178d16bdc", "name": "RICHARD A ANDERSON", "count": 12, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 } ] }, { "uid": "instructor_cc6e3aa41b67ae3726782663", "name": "ROBERT STRIKER", "count": 12, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 } ] }, { "uid": "instructor_e49d7fd60084b36b51f07e37", "name": "YOUNGSOOK LEE", "count": 12, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 } ] }, { "uid": "instructor_fe9eee0ac5cf33484c479772", "name": "RANDAL TIBBETTS", "count": 12, "terms": [ { "term": "1194", "count": 12, "sections": 1, "gpa": 3.8333333333333335 } ] } ] ``` ## following None recorded.