# ACTSCI 653: Advanced Short-term Actuarial Modeling | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ACTSCI_653) ## 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 468760f2bafd649755e926acd062796ac8ad9553364dcc49179ed58a30d8ad87 ### course id ACTSCI 653 ### course uid course\_201b25ecc8a2ddee30b320c8 ### catalog version id 0acefff61d26e908faa4d194785c66205adacf8457f1c1ee2d4af12292978c64 ### course number 653 ### subjects * ACTSCI ### title ADVANCED SHORT-TERM ACTUARIAL MODELING ### description Estimation of parameters of probability distributions appropriate for insurance data that are heavy tailed and skewed; assessment of credibility of data for ratemaking. ### requirements text ACT SCI 652or declared in undergraduate Business Exchange program ### credits min 3 ### credits max 3 ### credit offering ids * 1272:242:003682 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 818aca5e7afdf42fdd99fa2e3546d53e807866268212ad6b760721ce4c48c18a ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Advanced short-term actuarial modeling focusing on parameter estimation for heavy-tailed insurance data and credibility assessment for ratemaking. ### llm topics * Parameter estimation for heavy-tailed and skewed distributions * Credibility assessment for ratemaking ### llm skills * Estimating parameters of heavy-tailed and skewed probability distributions * Assessing data credibility for ratemaking ### llm assumed background * Probability distributions for insurance data ### llm search phrases * short-term actuarial modeling * insurance data estimation * credibility ratemaking * heavy tailed distributions ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 2600066d87b174921e7d668100e1c0085b7079cf39c2fc7e56acb6c5bb3a2fd2 #### course id ACTSCI 653 #### current instructors ```json [ { "instructor_uid": "instructor_16108f07e489ecef35556124", "message": null, "name": "Paul Johnson", "review_status": "supported", "rmp_instructor_id": "rmp:2067033", "summary": [ { "citations": [ { "instructor_name": "Paul Johnson", "review_date": "2018-05-05 18:04:04 +0000 UTC", "review_id": "711e2f1cf439cd1f2c764335", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2067033", "source_review_id": "UmF0aW5nLTI5OTk3MTM5", "source_url": "https://www.ratemyprofessors.com/professor/2067033", "type": "review" } ], "text": "Paul Johnson is criticized for rushing through lectures and failing to explain the broader context, which leaves students struggling with problem sets. Reviewers also describe his demeanor as condescending when questions are asked." }, { "citations": [ { "instructor_name": "Paul Johnson", "review_date": "2020-04-08 20:00:33 +0000 UTC", "review_id": "f4cacd154a414e082606dc65", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2067033", "source_review_id": "UmF0aW5nLTMzMDM1NTc4", "source_url": "https://www.ratemyprofessors.com/professor/2067033", "type": "review" }, { "instructor_name": "Paul Johnson", "review_date": "2026-01-30 17:48:33 +0000 UTC", "review_id": "bd5e06b4ffb8cc6e13b49ce2", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2067033", "source_review_id": "UmF0aW5nLTQyNTY3OTk2", "source_url": "https://www.ratemyprofessors.com/professor/2067033", "type": "review" } ], "text": "Other students praise Johnson as a great professor who cares about students and answers questions well. They note that his slides are concise and exams are more predictable than in related courses, despite the difficult material." }, { "citations": [ { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2024: 3.50 GPA, 72.7% A/AB (n=11 letter grades); Spring 2025: 3.14 GPA, 45.5% A/AB (n=11 letter grades); Fall 2025: 3.30 GPA, 57.6% A/AB (n=33 letter grades)." } ] } ] ``` #### difficulty workload Reviewers describe the material as difficult, though one notes exams are more predictable than in related courses. ```json { "citations": [ { "instructor_name": "Paul Johnson", "review_date": "2018-05-05 18:04:04 +0000 UTC", "review_id": "711e2f1cf439cd1f2c764335", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2067033", "source_review_id": "UmF0aW5nLTI5OTk3MTM5", "source_url": "https://www.ratemyprofessors.com/professor/2067033", "type": "review" }, { "instructor_name": "Paul Johnson", "review_date": "2026-01-30 17:48:33 +0000 UTC", "review_id": "bd5e06b4ffb8cc6e13b49ce2", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2067033", "source_review_id": "UmF0aW5nLTQyNTY3OTk2", "source_url": "https://www.ratemyprofessors.com/professor/2067033", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Greg Wanner: Greg Wanner was willing to help students who were stuck and cared about them, though his explanations were sometimes unclear. The reviewer recommended buying an Exam C/4 manual to practice topics covered in class. ```json { "citations": [ { "instructor_name": "Greg Wanner", "review_date": "2016-05-17 20:03:24 +0000 UTC", "review_id": "c15b7b59cca2a66f954d2603", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1877076", "source_review_id": "UmF0aW5nLTI2NjAxNzE3", "source_url": "https://www.ratemyprofessors.com/professor/1877076", "type": "review" } ] } ``` #### offered true #### profile hash 672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90 #### quick take Paul Johnson receives polarized reviews, with some finding his lectures rushed and condescending while others praise his concise slides and helpfulness. ```json { "citations": [ { "instructor_name": "Paul Johnson", "review_date": "2018-05-05 18:04:04 +0000 UTC", "review_id": "711e2f1cf439cd1f2c764335", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2067033", "source_review_id": "UmF0aW5nLTI5OTk3MTM5", "source_url": "https://www.ratemyprofessors.com/professor/2067033", "type": "review" }, { "instructor_name": "Paul Johnson", "review_date": "2020-04-08 20:00:33 +0000 UTC", "review_id": "f4cacd154a414e082606dc65", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2067033", "source_review_id": "UmF0aW5nLTMzMDM1NTc4", "source_url": "https://www.ratemyprofessors.com/professor/2067033", "type": "review" }, { "instructor_name": "Paul Johnson", "review_date": "2026-01-30 17:48:33 +0000 UTC", "review_id": "bd5e06b4ffb8cc6e13b49ce2", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2067033", "source_review_id": "UmF0aW5nLTQyNTY3OTk2", "source_url": "https://www.ratemyprofessors.com/professor/2067033", "type": "review" } ] } ``` Recent recorded grades — Fall 2024: 3.50 GPA, 72.7% A/AB (n=11 letter grades); Spring 2025: 3.14 GPA, 45.5% A/AB (n=11 letter grades); Fall 2025: 3.30 GPA, 57.6% A/AB (n=33 letter grades). ```json { "citations": [ { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience Students report frustration with rushed lectures and lack of broad context, while others appreciate his willingness to answer questions. ```json { "citations": [ { "instructor_name": "Paul Johnson", "review_date": "2018-05-05 18:04:04 +0000 UTC", "review_id": "711e2f1cf439cd1f2c764335", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2067033", "source_review_id": "UmF0aW5nLTI5OTk3MTM5", "source_url": "https://www.ratemyprofessors.com/professor/2067033", "type": "review" }, { "instructor_name": "Paul Johnson", "review_date": "2026-01-30 17:48:33 +0000 UTC", "review_id": "bd5e06b4ffb8cc6e13b49ce2", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2067033", "source_review_id": "UmF0aW5nLTQyNTY3OTk2", "source_url": "https://www.ratemyprofessors.com/professor/2067033", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history GREGORY WANNER is recorded teaching in Spring 2014, Spring 2015, Spring 2016. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1144", "type": "grade" }, { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1144", "type": "grade" }, { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1154", "type": "grade" }, { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1164", "type": "grade" } ] } ``` PAUL JOHNSON is recorded teaching in Fall 2016, Fall 2017, Spring 2018, Fall 2019, Spring 2020, Fall 2020, Spring 2022, Spring 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "ACTSCI 653", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "source_record": { "entity_id": "bc9ee2a5-0e47-3662-ade5-d568e53950c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2" ], "condition": null, "course": null, "evidence": "ACT SCI 652or declared in undergraduate Business Exchange program", "id": "n0", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 652, "minimum_grade": null, "subjects": [ "ACTSCI" ], "timing": "prior" }, "evidence": "ACT SCI 652", "id": "n1", "kind": "course" }, { "children": [], "condition": "declared in undergraduate Business Exchange program", "course": null, "evidence": "declared in undergraduate Business Exchange program", "id": "n2", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_16108f07e489ecef35556124", "source": "enrollment", "source_instructor_id": "pauljohnson", "identity_basis": "netid", "identity_status": "source_identified", "name": "Paul Johnson", "email": "PAUL.JOHNSON@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 15, "quality": 3.8, "difficulty": 3.67, "quality_count": 15, "difficulty_count": 15, "profile_id": "rmp:2067033", "source_url": "https://www.ratemyprofessors.com/professor/2067033", "match_basis": "exact_name", "observed_at": "2026-09-07 16:12:31.391967+00:00", "courses": { "course_d5c3b831cc97e1d5bef0f5ff": { "review_count": 1, "quality": 4, "difficulty": 1, "quality_count": 1, "difficulty_count": 1 }, "course_201b25ecc8a2ddee30b320c8": { "review_count": 3, "quality": 4, "difficulty": 3.67, "quality_count": 3, "difficulty_count": 3 }, "course_9f3d31814669db24532fa2c2": { "review_count": 8, "quality": 3.75, "difficulty": 4.12, "quality_count": 8, "difficulty_count": 8 }, "course_969e3f1b5c6d33d8965c5c9b": { "review_count": 1, "quality": 3, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_cf57ee176273b438b9f1adc9": { "review_count": 2, "quality": 4, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.719820447740912, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/PAUL_JOHNSON" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:242:003682", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1272", "source_course_id": "003682", "source_subject_id": "242", "title": "Advanced Short-Term Actuarial Modeling", "credits_min": 3, "credits_max": 3, "typically_offered": "Spring" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:17913", "term_id": "1272", "source_section_id": "17913", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 40, "enrolled": 23, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_84709acad3beeac1cf043074", "source": "madgrades", "source_instructor_id": "257377", "identity_basis": "source_id", "identity_status": "source_identified", "name": "EDWARD FREES", "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": 3.32, "graded": 920, "counts": [ 241, 249, 345, 48, 31, 2, 4 ], "sections": 49 }, "instructor_url": "/instructors/EDWARD_FREES--instructor_84709acad3beeac1cf043074" }, { "instructor_uid": "instructor_9037fa8a96387b5ee8551ae3", "source": "madgrades", "source_instructor_id": "977376", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARTIN HALEK", "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": 15, "quality": 3.87, "difficulty": 2.67, "quality_count": 15, "difficulty_count": 15, "profile_id": "rmp:1275205", "source_url": "https://www.ratemyprofessors.com/professor/1275205", "match_basis": "exact_name", "observed_at": "2026-09-07 16:20:19.818306+00:00", "courses": { "course_0c8e3181eb78a64cfd6d4cdf": { "review_count": 9, "quality": 4.22, "difficulty": 2.22, "quality_count": 9, "difficulty_count": 9 } }, "bayesian_quality": 3.749820447740912, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.086, "graded": 2620, "counts": [ 713, 398, 782, 326, 292, 96, 13 ], "sections": 40 }, "instructor_url": "/instructors/MARTIN_HALEK" }, { "instructor_uid": "instructor_7d515bcc926b2bf5c9e7fc43", "source": "madgrades", "source_instructor_id": "2844161", "identity_basis": "source_id", "identity_status": "source_identified", "name": "GREGORY WANNER", "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": 3.631, "graded": 729, "counts": [ 453, 111, 101, 47, 13, 0, 4 ], "sections": 20 }, "instructor_url": "/instructors/GREGORY_WANNER--instructor_7d515bcc926b2bf5c9e7fc43" }, { "instructor_uid": "instructor_a543224f2b400e44d06c4237", "source": "madgrades", "source_instructor_id": "553148", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PAUL JOHNSON", "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": 15, "quality": 3.8, "difficulty": 3.67, "quality_count": 15, "difficulty_count": 15, "profile_id": "rmp:2067033", "source_url": "https://www.ratemyprofessors.com/professor/2067033", "match_basis": "exact_name", "observed_at": "2026-09-07 16:12:31.391967+00:00", "courses": { "course_d5c3b831cc97e1d5bef0f5ff": { "review_count": 1, "quality": 4, "difficulty": 1, "quality_count": 1, "difficulty_count": 1 }, "course_201b25ecc8a2ddee30b320c8": { "review_count": 3, "quality": 4, "difficulty": 3.67, "quality_count": 3, "difficulty_count": 3 }, "course_9f3d31814669db24532fa2c2": { "review_count": 8, "quality": 3.75, "difficulty": 4.12, "quality_count": 8, "difficulty_count": 8 }, "course_969e3f1b5c6d33d8965c5c9b": { "review_count": 1, "quality": 3, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_cf57ee176273b438b9f1adc9": { "review_count": 2, "quality": 4, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.719820447740912, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.191, "graded": 1670, "counts": [ 498, 341, 485, 158, 130, 34, 24 ], "sections": 61 }, "instructor_url": "/instructors/PAUL_JOHNSON--instructor_a543224f2b400e44d06c4237" }, { "instructor_uid": "instructor_5217fc21c238a5fae9262ddf", "source": "madgrades", "source_instructor_id": "3800534", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PENG SHI", "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": 3, "quality": 4.33, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:1877077", "source_url": "https://www.ratemyprofessors.com/professor/1877077", "match_basis": "exact_name", "observed_at": "2026-09-07 16:12:10.449164+00:00", "courses": { "course_874e30b1d4fa32884aa74250": { "review_count": 2, "quality": 4.5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 }, "course_2df2f7477ed071a49c40488a": { "review_count": 1, "quality": 4, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.7471180726492133, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.377, "graded": 999, "counts": [ 344, 322, 173, 115, 28, 8, 9 ], "sections": 56 }, "instructor_url": "/instructors/PENG_SHI--instructor_5217fc21c238a5fae9262ddf" }, { "instructor_uid": "instructor_16108f07e489ecef35556124", "source": "enrollment", "source_instructor_id": "pauljohnson", "identity_basis": "netid", "identity_status": "source_identified", "name": "Paul Johnson", "email": "PAUL.JOHNSON@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 15, "quality": 3.8, "difficulty": 3.67, "quality_count": 15, "difficulty_count": 15, "profile_id": "rmp:2067033", "source_url": "https://www.ratemyprofessors.com/professor/2067033", "match_basis": "exact_name", "observed_at": "2026-09-07 16:12:31.391967+00:00", "courses": { "course_d5c3b831cc97e1d5bef0f5ff": { "review_count": 1, "quality": 4, "difficulty": 1, "quality_count": 1, "difficulty_count": 1 }, "course_201b25ecc8a2ddee30b320c8": { "review_count": 3, "quality": 4, "difficulty": 3.67, "quality_count": 3, "difficulty_count": 3 }, "course_9f3d31814669db24532fa2c2": { "review_count": 8, "quality": 3.75, "difficulty": 4.12, "quality_count": 8, "difficulty_count": 8 }, "course_969e3f1b5c6d33d8965c5c9b": { "review_count": 1, "quality": 3, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_cf57ee176273b438b9f1adc9": { "review_count": 2, "quality": 4, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.719820447740912, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/PAUL_JOHNSON" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1074", "term_name": "Spring 2007", "instructors": [ "EDWARD FREES" ], "a": 13, "ab": 6, "b": 10, "bc": 2, "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": 32, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1084", "term_name": "Spring 2008", "instructors": [ "MARTIN HALEK" ], "a": 9, "ab": 11, "b": 10, "bc": 3, "c": 1, "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": 35, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1094", "term_name": "Spring 2009", "instructors": [ "MARTIN HALEK" ], "a": 13, "ab": 6, "b": 10, "bc": 4, "c": 1, "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": 35, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1104", "term_name": "Spring 2010", "instructors": [ "MARTIN HALEK" ], "a": 15, "ab": 6, "b": 13, "bc": 1, "c": 3, "d": 2, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 41, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1114", "term_name": "Spring 2011", "instructors": [ "MARTIN HALEK" ], "a": 10, "ab": 4, "b": 18, "bc": 8, "c": 3, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 43, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1124", "term_name": "Spring 2012", "instructors": [ "MARTIN HALEK" ], "a": 12, "ab": 7, "b": 11, "bc": 3, "c": 1, "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": 35, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1134", "term_name": "Spring 2013", "instructors": [ "MARTIN HALEK" ], "a": 18, "ab": 19, "b": 15, "bc": 5, "c": 3, "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": 61, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "GREGORY WANNER" ], "a": 11, "ab": 8, "b": 15, "bc": 4, "c": 2, "d": 0, "f": 0, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 1, "not_reported": 0, "other": 0, "total": 43, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "GREGORY WANNER" ], "a": 11, "ab": 13, "b": 9, "bc": 10, "c": 0, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 44, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "GREGORY WANNER" ], "a": 8, "ab": 19, "b": 18, "bc": 6, "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": 51, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "Paul Johnson" ], "a": 5, "ab": 2, "b": 2, "bc": 1, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 12, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "Peng Shi" ], "a": 27, "ab": 36, "b": 15, "bc": 16, "c": 5, "d": 1, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 102, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Paul Johnson" ], "a": 3, "ab": 3, "b": 6, "bc": 1, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 15, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "Paul Johnson" ], "a": 21, "ab": 16, "b": 25, "bc": 9, "c": 10, "d": 1, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 84, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "Peng Shi" ], "a": 7, "ab": 6, "b": 3, "bc": 2, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 19, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "Peng Shi" ], "a": 14, "ab": 28, "b": 7, "bc": 6, "c": 5, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 61, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Paul Johnson" ], "a": 10, "ab": 5, "b": 8, "bc": 3, "c": 4, "d": 2, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 33, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "Paul Johnson" ], "a": 21, "ab": 9, "b": 15, "bc": 1, "c": 0, "d": 1, "f": 0, "satisfactory": 17, "unsatisfactory": 1, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 65, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Paul Johnson" ], "a": 10, "ab": 3, "b": 7, "bc": 1, "c": 0, "d": 0, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 23, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Peng Shi" ], "a": 7, "ab": 5, "b": 5, "bc": 3, "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": 20, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Paul Johnson" ], "a": 10, "ab": 10, "b": 8, "bc": 4, "c": 3, "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": 36, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Peng Shi" ], "a": 6, "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": 0, "other": 0, "total": 14, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Paul Johnson" ], "a": 5, "ab": 0, "b": 4, "bc": 3, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 14, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Peng Shi" ], "a": 6, "ab": 5, "b": 8, "bc": 2, "c": 0, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 22, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Paul Johnson" ], "a": 4, "ab": 5, "b": 6, "bc": 1, "c": 0, "d": 2, "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": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Paul Johnson" ], "a": 4, "ab": 4, "b": 2, "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": 11, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Paul Johnson" ], "a": 4, "ab": 1, "b": 3, "bc": 2, "c": 0, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 11, "source_aliases": [ "ACTSCI 653" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACTSCI 653", "course_uid": "course_201b25ecc8a2ddee30b320c8", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Paul Johnson" ], "a": 14, "ab": 5, "b": 8, "bc": 3, "c": 1, "d": 2, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 33, "source_aliases": [ "ACTSCI 653" ] } ] ``` ### statistics #### gpa 3.262 #### graded 989 #### counts * 298 * 246 * 265 * 105 * 49 * 18 * 8 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_201b25ecc8a2ddee30b320c8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_201b25ecc8a2ddee30b320c8-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_201b25ecc8a2ddee30b320c8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_201b25ecc8a2ddee30b320c8-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_201b25ecc8a2ddee30b320c8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_201b25ecc8a2ddee30b320c8-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_201b25ecc8a2ddee30b320c8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_201b25ecc8a2ddee30b320c8-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_201b25ecc8a2ddee30b320c8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_201b25ecc8a2ddee30b320c8-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.2623862487360973 #### count 989 #### university ##### size 5471 ##### gpa Percentile 9 ##### count Percentile 85 ##### median Count 199 ##### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 8 | false | | 2.8–3.2 | 336 | false | | 3.2–3.6 | 1486 | true | | 3.6–4.0 | 3640 | false | #### departments ```json [ { "subject": "ACTSCI", "comparison": { "size": 12, "gpaPercentile": 36, "countPercentile": 82, "medianCount": 828, "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": 2, "current": false }, { "range": "3.2–3.6", "count": 7, "current": true }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` ### terms #### 1074 ##### term 1074 ##### gpa 3.4838709677419355 ##### count 31 ##### university ###### size 695 ###### gpa Percentile 62 ###### count Percentile 1 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 53 | false | | 2.8–3.2 | 184 | false | | 3.2–3.6 | 256 | true | | 3.6–4.0 | 199 | false | ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1084 ##### term 1084 ##### gpa 3.2857142857142856 ##### count 35 ##### university ###### size 720 ###### gpa Percentile 42 ###### count Percentile 11 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 45 | false | | 2.8–3.2 | 207 | false | | 3.2–3.6 | 248 | true | | 3.6–4.0 | 217 | false | ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1094 ##### term 1094 ##### gpa 3.3142857142857145 ##### count 35 ##### university ###### size 758 ###### gpa Percentile 44 ###### count Percentile 10 ###### median Count 71 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 35 | false | | 2.8–3.2 | 226 | false | | 3.2–3.6 | 259 | true | | 3.6–4.0 | 236 | false | ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1104 ##### term 1104 ##### gpa 3.2625 ##### count 40 ##### university ###### size 793 ###### gpa Percentile 38 ###### count Percentile 22 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 4 | false | | 2.4–2.8 | 49 | false | | 2.8–3.2 | 205 | false | | 3.2–3.6 | 294 | true | | 3.6–4.0 | 241 | false | ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1114 ##### term 1114 ##### gpa 3.116279069767442 ##### count 43 ##### university ###### size 804 ###### gpa Percentile 28 ###### count Percentile 24 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 53 | false | | 2.8–3.2 | 231 | true | | 3.2–3.6 | 292 | false | | 3.6–4.0 | 227 | false | ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1124 ##### term 1124 ##### gpa 3.3142857142857145 ##### count 35 ##### university ###### size 821 ###### gpa Percentile 41 ###### count Percentile 12 ###### 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 | | ------- | ---------- | | ACTSCI | | #### 1134 ##### term 1134 ##### gpa 3.3278688524590163 ##### count 61 ##### university ###### size 852 ###### gpa Percentile 42 ###### count Percentile 45 ###### 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 | true | | 3.6–4.0 | 287 | false | ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1144 ##### term 1144 ##### gpa 3.275 ##### count 40 ##### university ###### size 878 ###### gpa Percentile 39 ###### count Percentile 20 ###### 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 | | ------- | ---------- | | ACTSCI | | #### 1154 ##### term 1154 ##### gpa 3.215909090909091 ##### count 44 ##### university ###### size 935 ###### gpa Percentile 30 ###### count Percentile 28 ###### 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 | | ------- | ---------- | | ACTSCI | | #### 1164 ##### term 1164 ##### gpa 3.284313725490196 ##### count 51 ##### university ###### size 965 ###### gpa Percentile 33 ###### count Percentile 36 ###### 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 | | ------- | ---------- | | ACTSCI | | #### 1172 ##### term 1172 ##### gpa 3.2916666666666665 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1174 ##### term 1174 ##### gpa 3.235294117647059 ##### count 102 ##### university ###### size 955 ###### gpa Percentile 30 ###### count Percentile 68 ###### 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 | true | | 3.6–4.0 | 369 | false | ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1182 ##### term 1182 ##### gpa 3.1333333333333333 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1184 ##### term 1184 ##### gpa 3.1144578313253013 ##### count 83 ##### university ###### size 1010 ###### gpa Percentile 18 ###### count Percentile 59 ###### 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 | true | | 3.2–3.6 | 355 | false | | 3.6–4.0 | 418 | false | ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1192 ##### term 1192 ##### gpa 3.4210526315789473 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1194 ##### term 1194 ##### gpa 3.278688524590164 ##### count 61 ##### university ###### size 1040 ###### gpa Percentile 29 ###### count Percentile 44 ###### 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 | | ------- | ---------- | | ACTSCI | | #### 1202 ##### term 1202 ##### gpa 3 ##### count 33 ##### university ###### size 1102 ###### gpa Percentile 7 ###### count Percentile 7 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 218 | true | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 498 | false | ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1204 ##### term 1204 ##### gpa 3.4893617021276597 ##### count 47 ##### university ###### size 1012 ###### gpa Percentile 19 ###### count Percentile 33 ###### 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 | | ------- | ---------- | | ACTSCI | | #### 1212 ##### term 1212 ##### gpa 3.217391304347826 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1222 ##### term 1222 ##### gpa 3.4 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1224 ##### term 1224 ##### gpa 3.2222222222222223 ##### count 36 ##### university ###### size 1171 ###### gpa Percentile 18 ###### count Percentile 14 ###### 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 | | ------- | ---------- | | ACTSCI | | #### 1232 ##### term 1232 ##### gpa 3.5714285714285716 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1234 ##### term 1234 ##### gpa 3.107142857142857 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1242 ##### term 1242 ##### gpa 3.25 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1244 ##### term 1244 ##### gpa 3.111111111111111 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1252 ##### term 1252 ##### gpa 3.5 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1254 ##### term 1254 ##### gpa 3.1363636363636362 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | #### 1262 ##### term 1262 ##### gpa 3.303030303030303 ##### count 33 ##### university ###### size 1320 ###### gpa Percentile 16 ###### count Percentile 7 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 8 | false | | 2.8–3.2 | 133 | false | | 3.2–3.6 | 381 | true | | 3.6–4.0 | 797 | false | ##### departments | subject | comparison | | ------- | ---------- | | ACTSCI | | ### benchmarks #### all ##### school ###### size 5471 ###### gpa 3.6793566910309474 ###### top Share 83.0102815287665 ###### count 199 ##### ACTSCI ###### size 12 ###### gpa 3.445465851221631 ###### top Share 67.17797951987922 ###### count 828 #### terms ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ##### 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 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### 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 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ##### 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 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ## instructor Trends ```json [ { "uid": "instructor_a543224f2b400e44d06c4237", "name": "PAUL JOHNSON", "count": 336, "terms": [ { "term": "1172", "count": 12, "sections": 1, "gpa": 3.2916666666666665 }, { "term": "1182", "count": 15, "sections": 1, "gpa": 3.1333333333333333 }, { "term": "1184", "count": 83, "sections": 2, "gpa": 3.1144578313253013 }, { "term": "1202", "count": 33, "sections": 1, "gpa": 3 }, { "term": "1204", "count": 47, "sections": 1, "gpa": 3.4893617021276597 }, { "term": "1212", "count": 23, "sections": 1, "gpa": 3.217391304347826 }, { "term": "1224", "count": 36, "sections": 1, "gpa": 3.2222222222222223 }, { "term": "1234", "count": 14, "sections": 1, "gpa": 3.107142857142857 }, { "term": "1244", "count": 18, "sections": 1, "gpa": 3.111111111111111 }, { "term": "1252", "count": 11, "sections": 1, "gpa": 3.5 }, { "term": "1254", "count": 11, "sections": 1, "gpa": 3.1363636363636362 }, { "term": "1262", "count": 33, "sections": 1, "gpa": 3.303030303030303 } ] }, { "uid": "instructor_9037fa8a96387b5ee8551ae3", "name": "MARTIN HALEK", "count": 249, "terms": [ { "term": "1084", "count": 35, "sections": 1, "gpa": 3.2857142857142856 }, { "term": "1094", "count": 35, "sections": 1, "gpa": 3.3142857142857145 }, { "term": "1104", "count": 40, "sections": 1, "gpa": 3.2625 }, { "term": "1114", "count": 43, "sections": 1, "gpa": 3.116279069767442 }, { "term": "1124", "count": 35, "sections": 1, "gpa": 3.3142857142857145 }, { "term": "1134", "count": 61, "sections": 2, "gpa": 3.3278688524590163 } ] }, { "uid": "instructor_5217fc21c238a5fae9262ddf", "name": "PENG SHI", "count": 238, "terms": [ { "term": "1174", "count": 102, "sections": 3, "gpa": 3.235294117647059 }, { "term": "1192", "count": 19, "sections": 1, "gpa": 3.4210526315789473 }, { "term": "1194", "count": 61, "sections": 2, "gpa": 3.278688524590164 }, { "term": "1222", "count": 20, "sections": 1, "gpa": 3.4 }, { "term": "1232", "count": 14, "sections": 1, "gpa": 3.5714285714285716 }, { "term": "1242", "count": 22, "sections": 1, "gpa": 3.25 } ] }, { "uid": "instructor_7d515bcc926b2bf5c9e7fc43", "name": "GREGORY WANNER", "count": 135, "terms": [ { "term": "1144", "count": 40, "sections": 2, "gpa": 3.275 }, { "term": "1154", "count": 44, "sections": 1, "gpa": 3.215909090909091 }, { "term": "1164", "count": 51, "sections": 1, "gpa": 3.284313725490196 } ] }, { "uid": "instructor_84709acad3beeac1cf043074", "name": "EDWARD FREES", "count": 31, "terms": [ { "term": "1074", "count": 31, "sections": 1, "gpa": 3.4838709677419355 } ] } ] ``` ## following None recorded.