# PHMSCI 531: Medicinal Chemistry I | UW–Madison [View on UW Courses](https://uwcourses.com/courses/PHMSCI_531) ## 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 1df52e3e3bbde7842df035d93e38bc5c14fc33387915b265a4502201d8a58125 ### course id PHMSCI 531 ### course uid course\_9e16b17aaf841286719019d6 ### catalog version id 8528527ed011a6c176d2e983e501162a053fda5fdd55478d999e35bd7d2c4974 ### course number 531 ### subjects * PHMSCI ### title MEDICINAL CHEMISTRY I ### description Basic concepts in the chemistry of small molecule medicinal products. Structure activity of cholinergic, adrenergic, serotonergic and dopaminergic agents, antidepressant, antianxiety drugs, opioids, and antihistamines. Overview of drug metabolism and the clinical effects of metabolic drug interactions and genetic variability in drug metabolism genes. ### requirements text PHM SCI 432 ### credit offering ids None recorded. ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 2e4a7cc5e5a679f7d239ebde73dde0f16cf4e32c96e3e8f8c082f6a2f312befc ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Covers basic concepts in the chemistry of small molecule medicinal products, including structure-activity relationships and drug metabolism. ### llm topics * Cholinergic, adrenergic, serotonergic, and dopaminergic agents. * Antidepressants, antianxiety drugs, opioids, and antihistamines. * Drug metabolism, metabolic drug interactions, and genetic variability. ### llm skills * Analyze structure-activity relationships of various drug classes. * Evaluate drug metabolism, interactions, and genetic variability effects. ### llm assumed background * Biochemical principles of drug treatment, including protein structure, enzymatic activity, and metabolic pathways. ### llm search phrases * medicinal chemistry small molecule * structure activity cholinergic adrenergic * drug metabolism genetic variability * PHMSCI 531 medicinal chemistry ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash bed236b8ff6214a31ca975ccf5cc59a8b458b24b6b07d3070cd6c5e7e4244758 #### course id PHMSCI 531 #### current instructors None recorded. #### difficulty workload Historical reviews of Richard Hsung: A 2019 review notes that Hsung’s exams were open-note, allowing notes in any format, and rated the difficulty as low. ```json { "citations": [ { "instructor_name": "Richard Hsung", "review_date": "2019-02-27 21:59:10 +0000 UTC", "review_id": "9433a4c678fc8fdabee9d30d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:939196", "source_review_id": "UmF0aW5nLTMxMzg4OTY0", "source_url": "https://www.ratemyprofessors.com/professor/939196", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Richard Hsung: Richard Hsung is described as enthusiastic and engaging, with students appreciating his humor and passion for the material. His exams are open-note, allowing notes in any format, which contributes to a positive learning experience. ```json { "citations": [ { "instructor_name": "Richard Hsung", "review_date": "2019-02-27 21:59:10 +0000 UTC", "review_id": "9433a4c678fc8fdabee9d30d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:939196", "source_review_id": "UmF0aW5nLTMxMzg4OTY0", "source_url": "https://www.ratemyprofessors.com/professor/939196", "type": "review" } ] } ``` #### offered false #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews describe Richard Hsung as an enthusiastic and humorous instructor who students highly recommend. ```json { "citations": [ { "instructor_name": "Richard Hsung", "review_date": "2019-02-27 21:59:10 +0000 UTC", "review_id": "9433a4c678fc8fdabee9d30d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:939196", "source_review_id": "UmF0aW5nLTMxMzg4OTY0", "source_url": "https://www.ratemyprofessors.com/professor/939196", "type": "review" } ] } ``` Recent recorded grades — Spring 2024: 3.07 GPA, 43.6% A/AB (n=94 letter grades); Spring 2025: 3.48 GPA, 65.6% A/AB (n=125 letter grades); Spring 2026: 3.28 GPA, 59.7% A/AB (n=134 letter grades). ```json { "citations": [ { "course_id": "PHMSCI 531", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "b68835fe-a843-312a-9798-b92c8e8570cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PHMSCI 531", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "b68835fe-a843-312a-9798-b92c8e8570cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PHMSCI 531", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "b68835fe-a843-312a-9798-b92c8e8570cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Richard Hsung: The reviewer found Hsung’s one-liners hilarious and his passion for the material engaging, wishing to take another class with him. ```json { "citations": [ { "instructor_name": "Richard Hsung", "review_date": "2019-02-27 21:59:10 +0000 UTC", "review_id": "9433a4c678fc8fdabee9d30d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:939196", "source_review_id": "UmF0aW5nLTMxMzg4OTY0", "source_url": "https://www.ratemyprofessors.com/professor/939196", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history RICHARD HSUNG is recorded teaching in Fall 2010, Spring 2017, Spring 2018, Spring 2019. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PHMSCI 531", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b68835fe-a843-312a-9798-b92c8e8570cb", "source_record": { "entity_id": "b68835fe-a843-312a-9798-b92c8e8570cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1112", "type": "grade" }, { "course_id": "PHMSCI 531", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b68835fe-a843-312a-9798-b92c8e8570cb", "source_record": { "entity_id": "b68835fe-a843-312a-9798-b92c8e8570cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "PHMSCI 531", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b68835fe-a843-312a-9798-b92c8e8570cb", "source_record": { "entity_id": "b68835fe-a843-312a-9798-b92c8e8570cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "PHMSCI 531", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b68835fe-a843-312a-9798-b92c8e8570cb", "source_record": { "entity_id": "b68835fe-a843-312a-9798-b92c8e8570cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": null, "course": { "course_number": 432, "minimum_grade": null, "subjects": [ "PHMSCI" ], "timing": "prior" }, "evidence": "PHM SCI 432", "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_8dcda059208ccd9d32fb0df1", "source": "madgrades", "source_instructor_id": "2600682", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CHARLES LAUHON", "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": 3.33, "graded": 4664, "counts": [ 1870, 758, 1211, 384, 376, 54, 11 ], "sections": 83 }, "instructor_url": "/instructors/CHARLES_LAUHON--instructor_8dcda059208ccd9d32fb0df1" }, { "instructor_uid": "instructor_c100dd2cf454efa317f2dd13", "source": "madgrades", "source_instructor_id": "3123238", "identity_basis": "source_id", "identity_status": "source_identified", "name": "OANA MARTIN", "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": 87, "quality": 4.34, "difficulty": 2.6, "quality_count": 87, "difficulty_count": 87, "profile_id": "rmp:1472326", "source_url": "https://www.ratemyprofessors.com/professor/1472326", "match_basis": "exact_name", "observed_at": "2026-09-07 16:34:21.219318+00:00", "courses": { "course_1892a0df3dfd0788ad8a857d": { "review_count": 19, "quality": 4.53, "difficulty": 2.37, "quality_count": 19, "difficulty_count": 19 }, "course_34903ee31ae592cff4822461": { "review_count": 6, "quality": 4.17, "difficulty": 3.67, "quality_count": 6, "difficulty_count": 6 }, "course_c6c64d7584708e58ca90e23d": { "review_count": 31, "quality": 4.55, "difficulty": 2.03, "quality_count": 31, "difficulty_count": 31 }, "course_f4c1d40f8af1545c1ccf8488": { "review_count": 18, "quality": 4.17, "difficulty": 2.78, "quality_count": 18, "difficulty_count": 18 } }, "bayesian_quality": 4.212838464214316, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 2.994, "graded": 4362, "counts": [ 1065, 611, 1253, 528, 724, 134, 47 ], "sections": 17 }, "instructor_url": "/instructors/OANA_MARTIN" }, { "instructor_uid": "instructor_5bc97d1e9b8d56e8a92b7599", "source": "madgrades", "source_instructor_id": "4614521", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TIMOTHY BUGNI", "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": 3.65, "graded": 2842, "counts": [ 1624, 642, 443, 77, 52, 4, 0 ], "sections": 102 }, "instructor_url": "/instructors/TIMOTHY_BUGNI--instructor_5bc97d1e9b8d56e8a92b7599" }, { "instructor_uid": "instructor_8eeaff5b04167b2472fad453", "source": "madgrades", "source_instructor_id": "111727", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RICHARD HSUNG", "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": 1, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:939196", "source_url": "https://www.ratemyprofessors.com/professor/939196", "match_basis": "exact_name", "observed_at": "2026-09-07 16:10:00.036054+00:00", "courses": { "course_9e16b17aaf841286719019d6": { "review_count": 1, "quality": 5, "difficulty": 1, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.7235102700443767, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.424, "graded": 1797, "counts": [ 732, 407, 404, 165, 87, 2, 0 ], "sections": 57 }, "instructor_url": "/instructors/RICHARD_HSUNG--instructor_8eeaff5b04167b2472fad453" }, { "instructor_uid": "instructor_a1e81756b2714345ae949a0b", "source": "madgrades", "source_instructor_id": "3217025", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SCOTT RAJSKI", "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": 3.41, "graded": 1888, "counts": [ 782, 382, 470, 132, 113, 7, 2 ], "sections": 19 }, "instructor_url": "/instructors/SCOTT_RAJSKI--instructor_a1e81756b2714345ae949a0b" }, { "instructor_uid": "instructor_7a8de695ec9e04a848798a6d", "source": "madgrades", "source_instructor_id": "703448", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JENNIFER GOLDEN", "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": 3.395, "graded": 1333, "counts": [ 570, 275, 282, 103, 80, 19, 4 ], "sections": 87 }, "instructor_url": "/instructors/JENNIFER_GOLDEN--instructor_7a8de695ec9e04a848798a6d" }, { "instructor_uid": "instructor_0253caf37628a2a39b0257d8", "source": "madgrades", "source_instructor_id": "5929881", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YUGE BRYNER", "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": 3.482, "graded": 357, "counts": [ 160, 91, 61, 25, 19, 1, 0 ], "sections": 3 }, "instructor_url": "/instructors/YUGE_BRYNER" }, { "instructor_uid": "instructor_9b6c5fe113594d674a69e1a6", "source": "madgrades", "source_instructor_id": "5693724", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JINSHAN XIE", "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": 3.416, "graded": 338, "counts": [ 161, 71, 45, 30, 23, 6, 2 ], "sections": 3 }, "instructor_url": "/instructors/JINSHAN_XIE--instructor_9b6c5fe113594d674a69e1a6" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 531", 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"2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 531", "course_uid": "course_9e16b17aaf841286719019d6", "term_id": "1092", "term_name": "Fall 2008", "instructors": [ "Charles Lauhon", "OANA MARTIN" ], "a": 23, "ab": 9, "b": 70, "bc": 7, "c": 23, "d": 1, "f": 1, "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 531" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 531", "course_uid": "course_9e16b17aaf841286719019d6", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "Charles Lauhon" ], "a": 15, "ab": 15, "b": 58, "bc": 19, "c": 23, "d": 4, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 1, "other": 0, "total": 135, "source_aliases": [ "PHMSCI 531" ] }, { 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17, "bc": 3, "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": 138, "source_aliases": [ "PHMSCI 531" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 531", "course_uid": "course_9e16b17aaf841286719019d6", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "Charles Lauhon", "SCOTT RAJSKI", "TIMOTHY BUGNI" ], "a": 37, "ab": 32, "b": 50, "bc": 13, "c": 2, "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": 135, "source_aliases": [ "PHMSCI 531" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 531", "course_uid": "course_9e16b17aaf841286719019d6", "term_id": "1154", 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"unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 131, "source_aliases": [ "PHMSCI 531" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 531", "course_uid": "course_9e16b17aaf841286719019d6", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Charles Lauhon", "Jennifer Golden" ], "a": 51, "ab": 24, "b": 26, "bc": 16, "c": 5, "d": 5, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 3, "no_work": 0, "not_reported": 0, "other": 0, "total": 131, "source_aliases": [ "PHMSCI 531" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 531", "course_uid": "course_9e16b17aaf841286719019d6", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Charles Lauhon", "JINSHAN XIE", "Jennifer Golden" ], "a": 35, "ab": 14, "b": 22, "bc": 12, "c": 10, "d": 5, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 100, "source_aliases": [ "PHMSCI 531" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 531", "course_uid": "course_9e16b17aaf841286719019d6", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Charles Lauhon", "Jennifer Golden" ], "a": 28, "ab": 13, "b": 22, "bc": 12, "c": 16, "d": 3, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 95, "source_aliases": [ "PHMSCI 531" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 531", "course_uid": "course_9e16b17aaf841286719019d6", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Charles Lauhon", "Jennifer Golden" ], "a": 60, "ab": 22, "b": 28, "bc": 8, "c": 7, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 126, "source_aliases": [ "PHMSCI 531" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHMSCI 531", "course_uid": "course_9e16b17aaf841286719019d6", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Charles Lauhon", "Jennifer Golden" ], "a": 53, "ab": 27, "b": 27, "bc": 9, "c": 13, "d": 4, "f": 1, "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 531" ] } ] ``` ### statistics #### gpa 3.29 #### graded 2617 #### counts * 939 * 469 * 731 * 217 * 220 * 36 * 5 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_9e16b17aaf841286719019d6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_9e16b17aaf841286719019d6-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_9e16b17aaf841286719019d6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_9e16b17aaf841286719019d6-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_9e16b17aaf841286719019d6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_9e16b17aaf841286719019d6-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_9e16b17aaf841286719019d6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_9e16b17aaf841286719019d6-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.2896446312571648 #### count 2617 #### university ##### size 4742 ##### gpa Percentile 12 ##### count Percentile 97 ##### median Count 162 ##### 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 | 19 | false | | 2.8–3.2 | 361 | false | | 3.2–3.6 | 1376 | true | | 3.6–4.0 | 2986 | false | #### departments ```json [ { "subject": "PHMSCI", "comparison": { "size": 32, "gpaPercentile": 13, "countPercentile": 100, "medianCount": 137.5, "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": 4, "current": false }, { "range": "3.2–3.6", "count": 9, "current": true }, { "range": "3.6–4.0", "count": 19, "current": false } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.047244094488189 ##### count 127 ##### university ###### size 723 ###### gpa Percentile 23 ###### count Percentile 75 ###### 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 | 62 | false | | 2.8–3.2 | 174 | true | | 3.2–3.6 | 306 | false | | 3.6–4.0 | 180 | false | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1082 ##### term 1082 ##### gpa 2.7888888888888888 ##### count 135 ##### university ###### size 723 ###### gpa Percentile 7 ###### 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 | 51 | true | | 2.8–3.2 | 202 | false | | 3.2–3.6 | 265 | false | | 3.6–4.0 | 204 | false | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1092 ##### term 1092 ##### gpa 2.970149253731343 ##### count 134 ##### university ###### size 732 ###### gpa Percentile 14 ###### 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 | 1 | false | | 2.4–2.8 | 41 | false | | 2.8–3.2 | 208 | true | | 3.2–3.6 | 271 | false | | 3.6–4.0 | 211 | false | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1102 ##### term 1102 ##### gpa 2.8656716417910446 ##### count 134 ##### university ###### size 774 ###### gpa Percentile 10 ###### count Percentile 77 ###### 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 | 1 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 49 | false | | 2.8–3.2 | 201 | true | | 3.2–3.6 | 287 | false | | 3.6–4.0 | 235 | false | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1112 ##### term 1112 ##### gpa 3 ##### count 133 ##### university ###### size 805 ###### gpa Percentile 17 ###### count Percentile 78 ###### 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 | 1 | false | | 2.4–2.8 | 45 | false | | 2.8–3.2 | 218 | true | | 3.2–3.6 | 316 | false | | 3.6–4.0 | 225 | false | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1122 ##### term 1122 ##### gpa 3.2969924812030076 ##### count 133 ##### university ###### size 804 ###### gpa Percentile 43 ###### count Percentile 78 ###### 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 | 47 | false | | 2.8–3.2 | 224 | false | | 3.2–3.6 | 282 | true | | 3.6–4.0 | 248 | false | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1124 ##### term 1124 ##### gpa 3.4653846153846155 ##### count 130 ##### university ###### size 821 ###### gpa Percentile 53 ###### 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 | 39 | false | | 2.8–3.2 | 223 | false | | 3.2–3.6 | 278 | true | | 3.6–4.0 | 280 | false | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1134 ##### term 1134 ##### gpa 3.6594202898550723 ##### count 138 ##### university ###### size 852 ###### gpa Percentile 71 ###### count Percentile 82 ###### 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 | 30 | false | | 2.8–3.2 | 229 | false | | 3.2–3.6 | 304 | false | | 3.6–4.0 | 287 | true | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1144 ##### term 1144 ##### gpa 3.314814814814815 ##### count 135 ##### university ###### size 878 ###### gpa Percentile 43 ###### count Percentile 82 ###### 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 | 4 | false | | 2.4–2.8 | 30 | false | | 2.8–3.2 | 243 | false | | 3.2–3.6 | 302 | true | | 3.6–4.0 | 299 | false | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1154 ##### term 1154 ##### gpa 3.54 ##### count 125 ##### university ###### size 935 ###### gpa Percentile 59 ###### count Percentile 79 ###### median Count 63 ###### 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 | 38 | false | | 2.8–3.2 | 237 | false | | 3.2–3.6 | 326 | true | | 3.6–4.0 | 334 | false | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1164 ##### term 1164 ##### gpa 3.274193548387097 ##### count 155 ##### university ###### size 965 ###### gpa Percentile 32 ###### count Percentile 84 ###### 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 | 3 | false | | 2.4–2.8 | 37 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 319 | true | | 3.6–4.0 | 390 | false | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1174 ##### term 1174 ##### gpa 3.8046357615894038 ##### count 151 ##### university ###### size 955 ###### gpa Percentile 78 ###### count Percentile 83 ###### 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 | 29 | false | | 2.8–3.2 | 224 | false | | 3.2–3.6 | 332 | false | | 3.6–4.0 | 369 | true | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1184 ##### term 1184 ##### gpa 3.4471830985915495 ##### count 142 ##### university ###### size 1010 ###### gpa Percentile 45 ###### 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 | 26 | false | | 2.8–3.2 | 210 | false | | 3.2–3.6 | 355 | true | | 3.6–4.0 | 418 | false | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1194 ##### term 1194 ##### gpa 3.3721804511278197 ##### count 133 ##### university ###### size 1040 ###### gpa Percentile 37 ###### 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 | 23 | false | | 2.8–3.2 | 220 | false | | 3.2–3.6 | 342 | true | | 3.6–4.0 | 454 | false | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1204 ##### term 1204 ##### gpa 3.5572519083969465 ##### count 131 ##### university ###### size 1012 ###### gpa Percentile 27 ###### count Percentile 79 ###### median Count 65.5 ###### 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 | 1 | false | | 2.8–3.2 | 25 | false | | 3.2–3.6 | 301 | true | | 3.6–4.0 | 685 | false | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1224 ##### term 1224 ##### gpa 3.2890625 ##### count 128 ##### university ###### size 1171 ###### gpa Percentile 22 ###### count Percentile 78 ###### 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 | 3 | false | | 2.4–2.8 | 21 | false | | 2.8–3.2 | 173 | false | | 3.2–3.6 | 358 | true | | 3.6–4.0 | 616 | false | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1234 ##### term 1234 ##### gpa 3.1 ##### count 100 ##### university ###### size 1188 ###### gpa Percentile 10 ###### count Percentile 69 ###### 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 | 3 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 144 | true | | 3.2–3.6 | 374 | false | | 3.6–4.0 | 650 | false | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1244 ##### term 1244 ##### gpa 3.0691489361702127 ##### count 94 ##### university ###### size 1241 ###### gpa Percentile 7 ###### count Percentile 67 ###### 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 | 2 | false | | 2.4–2.8 | 9 | false | | 2.8–3.2 | 151 | true | | 3.2–3.6 | 373 | false | | 3.6–4.0 | 706 | false | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1254 ##### term 1254 ##### gpa 3.48 ##### count 125 ##### university ###### size 1289 ###### gpa Percentile 30 ###### count Percentile 78 ###### 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 | 0 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 128 | false | | 3.2–3.6 | 379 | true | | 3.6–4.0 | 765 | false | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | #### 1264 ##### term 1264 ##### gpa 3.283582089552239 ##### count 134 ##### university ###### size 1283 ###### gpa Percentile 16 ###### count Percentile 78 ###### 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 | 1 | false | | 2.4–2.8 | 20 | false | | 2.8–3.2 | 130 | false | | 3.2–3.6 | 343 | true | | 3.6–4.0 | 789 | false | ##### departments | subject | comparison | | ------- | ---------- | | PHMSCI | | ### benchmarks #### all ##### school ###### size 4742 ###### gpa 3.6506692549614574 ###### top Share 81.28945138522218 ###### count 162 ##### PHMSCI ###### size 32 ###### gpa 3.6490345921111422 ###### top Share 78.86370913318045 ###### count 137.5 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ##### 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_8dcda059208ccd9d32fb0df1", "name": "CHARLES LAUHON", "count": 2466, "terms": [ { "term": "1072", "count": 127, "sections": 1, "gpa": 3.047244094488189 }, { "term": "1082", "count": 135, "sections": 1, "gpa": 2.7888888888888888 }, { "term": "1092", "count": 134, "sections": 1, "gpa": 2.970149253731343 }, { "term": "1102", "count": 134, "sections": 1, "gpa": 2.8656716417910446 }, { "term": "1112", "count": 133, "sections": 1, "gpa": 3 }, { "term": "1122", "count": 133, "sections": 1, "gpa": 3.2969924812030076 }, { "term": "1124", "count": 130, "sections": 1, "gpa": 3.4653846153846155 }, { "term": "1134", "count": 138, "sections": 1, "gpa": 3.6594202898550723 }, { "term": "1144", "count": 135, "sections": 1, "gpa": 3.314814814814815 }, { "term": "1154", "count": 125, "sections": 1, "gpa": 3.54 }, { "term": "1164", "count": 155, "sections": 1, "gpa": 3.274193548387097 }, { "term": "1184", "count": 142, "sections": 1, "gpa": 3.4471830985915495 }, { "term": "1194", "count": 133, "sections": 1, "gpa": 3.3721804511278197 }, { "term": "1204", "count": 131, "sections": 1, "gpa": 3.5572519083969465 }, { "term": "1224", "count": 128, "sections": 1, "gpa": 3.2890625 }, { "term": "1234", "count": 100, "sections": 1, "gpa": 3.1 }, { "term": "1244", "count": 94, "sections": 1, "gpa": 3.0691489361702127 }, { "term": "1254", "count": 125, "sections": 1, "gpa": 3.48 }, { "term": "1264", "count": 134, "sections": 1, "gpa": 3.283582089552239 } ] }, { "uid": "instructor_7a8de695ec9e04a848798a6d", "name": "JENNIFER GOLDEN", "count": 1293, "terms": [ { "term": "1164", "count": 155, "sections": 1, "gpa": 3.274193548387097 }, { "term": "1174", "count": 151, "sections": 1, "gpa": 3.8046357615894038 }, { "term": "1184", "count": 142, "sections": 1, "gpa": 3.4471830985915495 }, { "term": "1194", "count": 133, "sections": 1, "gpa": 3.3721804511278197 }, { "term": "1204", "count": 131, "sections": 1, "gpa": 3.5572519083969465 }, { "term": "1224", "count": 128, "sections": 1, "gpa": 3.2890625 }, { "term": "1234", "count": 100, "sections": 1, "gpa": 3.1 }, { "term": "1244", "count": 94, "sections": 1, "gpa": 3.0691489361702127 }, { "term": "1254", "count": 125, "sections": 1, "gpa": 3.48 }, { "term": "1264", "count": 134, "sections": 1, "gpa": 3.283582089552239 } ] }, { "uid": "instructor_a1e81756b2714345ae949a0b", "name": "SCOTT RAJSKI", "count": 816, "terms": [ { "term": "1122", "count": 133, "sections": 1, "gpa": 3.2969924812030076 }, { "term": "1124", "count": 130, "sections": 1, "gpa": 3.4653846153846155 }, { "term": "1134", "count": 138, "sections": 1, "gpa": 3.6594202898550723 }, { "term": "1144", "count": 135, "sections": 1, "gpa": 3.314814814814815 }, { "term": "1154", "count": 125, "sections": 1, "gpa": 3.54 }, { "term": "1164", "count": 155, "sections": 1, "gpa": 3.274193548387097 } ] }, { "uid": "instructor_5bc97d1e9b8d56e8a92b7599", "name": "TIMOTHY BUGNI", "count": 664, "terms": [ { "term": "1112", "count": 133, "sections": 1, "gpa": 3 }, { "term": "1122", "count": 133, "sections": 1, "gpa": 3.2969924812030076 }, { "term": "1134", "count": 138, "sections": 1, "gpa": 3.6594202898550723 }, { "term": "1144", "count": 135, "sections": 1, "gpa": 3.314814814814815 }, { "term": "1154", "count": 125, "sections": 1, "gpa": 3.54 } ] }, { "uid": "instructor_8eeaff5b04167b2472fad453", "name": "RICHARD HSUNG", "count": 559, "terms": [ { "term": "1112", "count": 133, "sections": 1, "gpa": 3 }, { "term": "1174", "count": 151, "sections": 1, "gpa": 3.8046357615894038 }, { "term": "1184", "count": 142, "sections": 1, "gpa": 3.4471830985915495 }, { "term": "1194", "count": 133, "sections": 1, "gpa": 3.3721804511278197 } ] }, { "uid": "instructor_c100dd2cf454efa317f2dd13", "name": "OANA MARTIN", "count": 134, "terms": [ { "term": "1092", "count": 134, "sections": 1, "gpa": 2.970149253731343 } ] }, { "uid": "instructor_0253caf37628a2a39b0257d8", "name": "YUGE BRYNER", "count": 133, "terms": [ { "term": "1194", "count": 133, "sections": 1, "gpa": 3.3721804511278197 } ] }, { "uid": "instructor_9b6c5fe113594d674a69e1a6", "name": "JINSHAN XIE", "count": 100, "terms": [ { "term": "1234", "count": 100, "sections": 1, "gpa": 3.1 } ] } ] ``` ## following | code | title | | ---------- | ---------------------- | | PHMSCI 532 | MEDICINAL CHEMISTRY II | ## projection ### target 1272 ### gpa 3.2622077013033004 ### grades | grade | percentage | | ----- | ------------------ | | A | 39.04571293229539 | | AB | 17.23236481471041 | | B | 21.60637111363595 | | BC | 9.302305651001072 | | C | 9.458326260884705 | | D | 2.733111559482102 | | F | 0.6218076679903671 | ### source Terms * 1264 * 1254 * 1244 * 1234 * 1224 ### source Count 581 ### same Season false ### historical Range * 3.0691489361702127 * 3.4800000000000004 ### backtest #### terms 3 #### gpa Error 0.1724931543506226 #### mix Error 12.836500035464502