# PUBAFFR 240: Evidence-based Policy Making | UW–Madison [View on UW Courses](https://uwcourses.com/courses/PUBAFFR_240) ## 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 091ddaf7c2816e35fa4a913f202953bdf1fa87c0ad5e856d0241e03a1cb7e648 ### course id PUBAFFR 240 ### course uid course\_1eee5617c5757e07c197a310 ### catalog version id d35c2b2c7edc0f80e18cf75143f06b463da81f461d981e3ce479a9d94df7e411 ### course number 240 ### subjects * PUBAFFR ### title EVIDENCE-BASED POLICY MAKING ### description Facilitates skill-building to answer questions such as how policymakers use research and evidence in their jobs, how researchers can make their work useful to policymakers, and how legislative support staff and other stakeholders use research and evidence to shape policy. Explore the definition of "evidence-based", learn about different kinds of evidence and how it is used, and learn strategies for judging the rigor of research evidence. Also explore the difference between an education-based approach to working with policymakers versus an advocacy-based approach, learn strategies for communicating research to policy makers (including written and oral presentations and data visualizations), research examples of successful evidence-based policymaking efforts, and understand the limits of using research in policymaking. ### requirements text None ### credits min 3 ### credits max 3 ### credit offering ids * 1272:826:025247 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 5116da6e9d979ce5711d3af759238ede7ecb19bcf0d8b6cfa2d34f566a101d2a ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary EVIDENCE-BASED POLICY MAKING teaches how policymakers use research, how to judge evidence rigor, and how to communicate findings effectively. ### llm topics * Definition and kinds of evidence * Education-based vs. advocacy-based approaches to policy work * Examples of successful evidence-based policymaking * Limits of using research in policymaking ### llm skills * Understanding how policymakers use research and evidence * Judging the rigor of research evidence * Communicating research to policymakers via written, oral, and visual methods ### llm assumed background None recorded. ### llm search phrases * evidence-based policymaking * research communication policy * data visualization policy * researcher policymaker collaboration ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 46851f1fc9d64933d2898f0ee046a40a3187a5510c42cf24ccca741147a99db4 #### course id PUBAFFR 240 #### current instructors ```json [ { "instructor_uid": "instructor_4888603b4bc3d5c4b29610bf", "message": null, "name": "Mariel Barnes", "review_status": "supported", "rmp_instructor_id": "rmp:2746828", "summary": [ { "citations": [ { "instructor_name": "Mariel Barnes", "review_date": "2021-12-17 22:33:21 +0000 UTC", "review_id": "9f753be2b7760c94fdeb3e31", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2746828", "source_review_id": "UmF0aW5nLTM1NTgwNDI5", "source_url": "https://www.ratemyprofessors.com/professor/2746828", "type": "review" } ], "text": "Mariel Barnes is described as great, with grades based on four projects including a group presentation and paper, and no tests or homework. Reviewers note she grades very easily, making the class super chill with minimal effort required for high grades." }, { "citations": [ { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "62991285-3cef-395f-86e0-b05dadbf5750", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "62991285-3cef-395f-86e0-b05dadbf5750", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "62991285-3cef-395f-86e0-b05dadbf5750", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ], "text": "Recent recorded grades — Spring 2023: 3.34 GPA, 71.4% A/AB (n=28 letter grades); Fall 2023: 3.34 GPA, 89.5% A/AB (n=19 letter grades); Spring 2026: 3.45 GPA, 65.2% A/AB (n=46 letter grades)." } ] }, { "instructor_uid": "instructor_985c0a5e3c8d46202be81046", "message": "No course-specific reviews available", "name": "Sydney Radwin", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] } ] ``` #### difficulty workload The workload is minimal, requiring only assigned readings and four projects, including a group presentation and paper. ```json { "citations": [ { "instructor_name": "Mariel Barnes", "review_date": "2021-12-17 22:33:21 +0000 UTC", "review_id": "9f753be2b7760c94fdeb3e31", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2746828", "source_review_id": "UmF0aW5nLTM1NTgwNDI5", "source_url": "https://www.ratemyprofessors.com/professor/2746828", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Eric Bolland: Eric Bolland is described as kind but ineffective, with lectures disconnected from course content and readings. Reviewers report excessive tangents about unrelated topics like airplanes and Oppenheimer, vague assignment rubrics, and a lack of learning outcomes. ```json { "citations": [ { "instructor_name": "Eric Bolland", "review_date": "2024-12-25 22:30:23 +0000 UTC", "review_id": "259359460e107dc175a39da4", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3066044", "source_review_id": "UmF0aW5nLTQwNDM3MDMx", "source_url": "https://www.ratemyprofessors.com/professor/3066044", "type": "review" }, { "instructor_name": "Eric Bolland", "review_date": "2025-03-19 00:24:05 +0000 UTC", "review_id": "d0a27d95ad92dd669537c89b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3066044", "source_review_id": "UmF0aW5nLTQwNzg2Nzgz", "source_url": "https://www.ratemyprofessors.com/professor/3066044", "type": "review" }, { "instructor_name": "Eric Bolland", "review_date": "2025-04-24 22:23:36 +0000 UTC", "review_id": "3595e19e388deb7111761b93", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3066044", "source_review_id": "UmF0aW5nLTQxMDM3NzA4", "source_url": "https://www.ratemyprofessors.com/professor/3066044", "type": "review" }, { "instructor_name": "Eric Bolland", "review_date": "2025-05-02 16:08:49 +0000 UTC", "review_id": "14ab33782268f84f46a12e52", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3066044", "source_review_id": "UmF0aW5nLTQxMTM0MTE2", "source_url": "https://www.ratemyprofessors.com/professor/3066044", "type": "review" } ] } ``` #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Mariel Barnes teaches a super chill class with no tests or homework, where grades are based on four projects and she grades very easily. ```json { "citations": [ { "instructor_name": "Mariel Barnes", "review_date": "2021-12-17 22:33:21 +0000 UTC", "review_id": "9f753be2b7760c94fdeb3e31", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2746828", "source_review_id": "UmF0aW5nLTM1NTgwNDI5", "source_url": "https://www.ratemyprofessors.com/professor/2746828", "type": "review" } ] } ``` Recent recorded grades — Fall 2024: 3.59 GPA, 88.0% A/AB (n=75 letter grades); Spring 2025: 3.78 GPA, 97.1% A/AB (n=105 letter grades); Spring 2026: 3.45 GPA, 65.2% A/AB (n=46 letter grades). ```json { "citations": [ { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Students report that the class is easy and likely to result in an A or AB with minimal effort. ```json { "citations": [ { "instructor_name": "Mariel Barnes", "review_date": "2021-12-17 22:33:21 +0000 UTC", "review_id": "9f753be2b7760c94fdeb3e31", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2746828", "source_review_id": "UmF0aW5nLTM1NTgwNDI5", "source_url": "https://www.ratemyprofessors.com/professor/2746828", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history ERIC BOLLAND is recorded teaching in Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "62991285-3cef-395f-86e0-b05dadbf5750", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "62991285-3cef-395f-86e0-b05dadbf5750", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "62991285-3cef-395f-86e0-b05dadbf5750", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "62991285-3cef-395f-86e0-b05dadbf5750", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "62991285-3cef-395f-86e0-b05dadbf5750", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "62991285-3cef-395f-86e0-b05dadbf5750", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "62991285-3cef-395f-86e0-b05dadbf5750", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "62991285-3cef-395f-86e0-b05dadbf5750", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "62991285-3cef-395f-86e0-b05dadbf5750", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "62991285-3cef-395f-86e0-b05dadbf5750", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "62991285-3cef-395f-86e0-b05dadbf5750", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "62991285-3cef-395f-86e0-b05dadbf5750", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ] } ``` MARIEL BARNES is recorded teaching in Fall 2021, Spring 2023, Fall 2023, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "62991285-3cef-395f-86e0-b05dadbf5750", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "62991285-3cef-395f-86e0-b05dadbf5750", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "62991285-3cef-395f-86e0-b05dadbf5750", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "62991285-3cef-395f-86e0-b05dadbf5750", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "PUBAFFR 240", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "62991285-3cef-395f-86e0-b05dadbf5750", "source_record": { "entity_id": "62991285-3cef-395f-86e0-b05dadbf5750", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "None", "course": null, "evidence": "None", "id": "source_requirements", "kind": "condition" } ] ``` #### notes * Display fallback using original requirements text; not an LLM-parsed rule. #### root source\_requirements #### status needs\_review ### instructors ```json [ { "instructor_uid": "instructor_4888603b4bc3d5c4b29610bf", "source": "enrollment", "source_instructor_id": "barnes5", "identity_basis": "netid", "identity_status": "source_identified", "name": "Mariel Barnes", "email": "MARIEL.BARNES@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": 3, "quality": 4.67, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2746828", "source_url": "https://www.ratemyprofessors.com/professor/2746828", "match_basis": "exact_name", "observed_at": "2026-09-07 16:20:53.409985+00:00", "courses": { "course_1eee5617c5757e07c197a310": { "review_count": 1, "quality": 4, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.79146589873617, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/MARIEL_BARNES" }, { "instructor_uid": "instructor_985c0a5e3c8d46202be81046", "source": "enrollment", "source_instructor_id": "radwin", "identity_basis": "netid", "identity_status": "source_identified", "name": "Sydney Radwin", "email": "RADWIN@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/SYDNEY_RADWIN" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:826:025247", "course_id": "PUBAFFR 240", "course_uid": "course_1eee5617c5757e07c197a310", "term_id": "1272", "source_course_id": "025247", "source_subject_id": "826", "title": "Evidence-Based Policy Making", "credits_min": 3, "credits_max": 3, "typically_offered": "Not Applicable" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:35986", "term_id": "1272", "source_section_id": "35986", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 60, "enrolled": 59, "waitlisted": 13, "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_a9ed9ab4c97245e616dfd668", "source": "madgrades", "source_instructor_id": "5342247", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARIEL BARNES", "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": 4.67, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2746828", "source_url": "https://www.ratemyprofessors.com/professor/2746828", "match_basis": "exact_name", "observed_at": "2026-09-07 16:20:53.409985+00:00", "courses": { "course_1eee5617c5757e07c197a310": { "review_count": 1, "quality": 4, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.79146589873617, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.538, "graded": 239, "counts": [ 90, 103, 32, 6, 7, 0, 1 ], "sections": 13 }, "instructor_url": "/instructors/MARIEL_BARNES--instructor_a9ed9ab4c97245e616dfd668" }, { "instructor_uid": "instructor_552d675d77765e7ce37db7af", "source": "madgrades", "source_instructor_id": "3877183", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MORGAN EDWARDS", "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": 3.673, "graded": 168, "counts": [ 102, 42, 16, 4, 2, 0, 2 ], "sections": 27 }, "instructor_url": "/instructors/MORGAN_EDWARDS--instructor_552d675d77765e7ce37db7af" }, { "instructor_uid": "instructor_401e23d5d7d374689ab1a06c", "source": "madgrades", "source_instructor_id": "498422", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ERIC BOLLAND", "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": 4, "quality": 1, "difficulty": 1.75, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:3066044", "source_url": "https://www.ratemyprofessors.com/professor/3066044", "match_basis": "exact_name", "observed_at": "2026-09-07 16:40:45.811316+00:00", "courses": { "course_1eee5617c5757e07c197a310": { "review_count": 4, "quality": 1, "difficulty": 1.75, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 3.216404819622163, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.685, "graded": 371, "counts": [ 195, 151, 15, 3, 3, 0, 4 ], "sections": 18 }, "instructor_url": "/instructors/ERIC_BOLLAND" }, { "instructor_uid": "instructor_4bef69fe6587c94f01b0d7f3", "source": "madgrades", "source_instructor_id": "6686324", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MYRIAM GREGOIRE-ZAWILSKI", "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": 3.563, "graded": 134, "counts": [ 62, 42, 21, 5, 3, 1, 0 ], "sections": 2 }, "instructor_url": "/instructors/MYRIAM_GREGOIRE-ZAWILSKI--instructor_4bef69fe6587c94f01b0d7f3" }, { "instructor_uid": "instructor_7df69feb05a550f8b1172c07", "source": "madgrades", "source_instructor_id": "6688308", "identity_basis": "source_id", "identity_status": "source_identified", "name": "WALTER STEINGRESS", "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": 3.794, "graded": 90, "counts": [ 57, 29, 4, 0, 0, 0, 0 ], "sections": 4 }, "instructor_url": "/instructors/WALTER_STEINGRESS" }, { "instructor_uid": "instructor_4888603b4bc3d5c4b29610bf", "source": "enrollment", "source_instructor_id": "barnes5", "identity_basis": "netid", "identity_status": "source_identified", "name": "Mariel Barnes", "email": "MARIEL.BARNES@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": 3, "quality": 4.67, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2746828", "source_url": "https://www.ratemyprofessors.com/professor/2746828", "match_basis": "exact_name", "observed_at": "2026-09-07 16:20:53.409985+00:00", "courses": { "course_1eee5617c5757e07c197a310": { "review_count": 1, "quality": 4, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.79146589873617, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/MARIEL_BARNES" }, { "instructor_uid": "instructor_985c0a5e3c8d46202be81046", "source": "enrollment", "source_instructor_id": "radwin", "identity_basis": "netid", "identity_status": "source_identified", "name": "Sydney Radwin", "email": "RADWIN@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/SYDNEY_RADWIN" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 240", "course_uid": "course_1eee5617c5757e07c197a310", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Mariel Barnes" ], "a": 13, "ab": 26, "b": 12, "bc": 2, "c": 1, "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": 55, "source_aliases": [ "PUBAFFR 240" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 240", "course_uid": "course_1eee5617c5757e07c197a310", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Morgan Edwards" ], "a": 16, "ab": 7, "b": 0, "bc": 0, "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": 25, "source_aliases": [ "PUBAFFR 240" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 240", "course_uid": "course_1eee5617c5757e07c197a310", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "ERIC BOLLAND" ], "a": 27, "ab": 21, "b": 2, "bc": 0, "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": 51, "source_aliases": [ "PUBAFFR 240" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 240", "course_uid": "course_1eee5617c5757e07c197a310", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "ERIC BOLLAND", "Mariel Barnes" ], "a": 32, "ab": 39, "b": 7, "bc": 1, "c": 4, "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": 84, "source_aliases": [ "PUBAFFR 240" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 240", "course_uid": "course_1eee5617c5757e07c197a310", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "ERIC BOLLAND", "Mariel Barnes", "Morgan Edwards" ], "a": 40, "ab": 31, "b": 1, "bc": 0, "c": 1, "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": 75, "source_aliases": [ "PUBAFFR 240" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 240", "course_uid": "course_1eee5617c5757e07c197a310", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "ERIC BOLLAND" ], "a": 32, "ab": 18, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 50, "source_aliases": [ "PUBAFFR 240" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 240", "course_uid": "course_1eee5617c5757e07c197a310", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "ERIC BOLLAND", "MYRIAM GREGOIRE-ZAWILSKI" ], "a": 32, "ab": 34, "b": 6, "bc": 1, "c": 1, "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": 75, "source_aliases": [ "PUBAFFR 240" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 240", "course_uid": "course_1eee5617c5757e07c197a310", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "ERIC BOLLAND", "WALTER STEINGRESS" ], "a": 61, "ab": 41, "b": 3, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 105, "source_aliases": [ "PUBAFFR 240" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 240", "course_uid": "course_1eee5617c5757e07c197a310", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Mariel Barnes" ], "a": 16, "ab": 14, "b": 12, "bc": 3, "c": 1, "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": 47, "source_aliases": [ "PUBAFFR 240" ] } ] ``` ### statistics #### gpa 3.623 #### graded 565 #### counts * 269 * 231 * 43 * 7 * 8 * 0 * 7 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_1eee5617c5757e07c197a310-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_1eee5617c5757e07c197a310-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_1eee5617c5757e07c197a310-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_1eee5617c5757e07c197a310-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_1eee5617c5757e07c197a310-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_1eee5617c5757e07c197a310-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_1eee5617c5757e07c197a310-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_1eee5617c5757e07c197a310-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_1eee5617c5757e07c197a310-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_1eee5617c5757e07c197a310-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.623008849557522 #### count 565 #### university ##### size 4270 ##### gpa Percentile 33 ##### count Percentile 88 ##### median Count 119 ##### 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 | 15 | false | | 2.8–3.2 | 236 | false | | 3.2–3.6 | 1055 | false | | 3.6–4.0 | 2964 | true | #### departments ```json [ { "subject": "PUBAFFR", "comparison": { "size": 31, "gpaPercentile": 30, "countPercentile": 90, "medianCount": 115, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 6, "current": false }, { "range": "3.6–4.0", "count": 25, "current": true } ] } } ] ``` ### terms #### 1222 ##### term 1222 ##### gpa 3.4444444444444446 ##### count 54 ##### university ###### size 1157 ###### gpa Percentile 33 ###### count Percentile 40 ###### median Count 64 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 351 | true | | 3.6–4.0 | 614 | false | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1224 ##### term 1224 ##### gpa 3.54 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1232 ##### term 1232 ##### gpa 3.676470588235294 ##### count 51 ##### university ###### size 1216 ###### gpa Percentile 55 ###### count Percentile 37 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 356 | false | | 3.6–4.0 | 670 | true | ##### departments ```json [ { "subject": "PUBAFFR", "comparison": { "size": 10, "gpaPercentile": 44, "countPercentile": 78, "medianCount": 43, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 4, "current": false }, { "range": "3.6–4.0", "count": 6, "current": true } ] } } ] ``` #### 1234 ##### term 1234 ##### gpa 3.5238095238095237 ##### count 84 ##### university ###### size 1188 ###### gpa Percentile 38 ###### count Percentile 60 ###### 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 | false | | 3.2–3.6 | 374 | true | | 3.6–4.0 | 650 | false | ##### departments ```json [ { "subject": "PUBAFFR", "comparison": { "size": 10, "gpaPercentile": 11, "countPercentile": 89, "medianCount": 49, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 3, "current": true }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 3.6466666666666665 ##### count 75 ##### university ###### size 1295 ###### gpa Percentile 48 ###### count Percentile 54 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 162 | false | | 3.2–3.6 | 394 | false | | 3.6–4.0 | 726 | true | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1244 ##### term 1244 ##### gpa 3.82 ##### count 50 ##### university ###### size 1241 ###### gpa Percentile 70 ###### count Percentile 36 ###### 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 | false | | 3.2–3.6 | 373 | false | | 3.6–4.0 | 706 | true | ##### departments ```json [ { "subject": "PUBAFFR", "comparison": { "size": 11, "gpaPercentile": 40, "countPercentile": 70, "medianCount": 43, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 2, "current": false }, { "range": "3.6–4.0", "count": 9, "current": true } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.5933333333333333 ##### count 75 ##### university ###### size 1333 ###### gpa Percentile 41 ###### count Percentile 53 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 115 | false | | 3.2–3.6 | 431 | true | | 3.6–4.0 | 773 | false | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1254 ##### term 1254 ##### gpa 3.776190476190476 ##### count 105 ##### university ###### size 1289 ###### gpa Percentile 62 ###### count Percentile 73 ###### 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 | false | | 3.6–4.0 | 765 | true | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1264 ##### term 1264 ##### gpa 3.4456521739130435 ##### count 46 ##### university ###### size 1283 ###### gpa Percentile 26 ###### count Percentile 30 ###### 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 | | ------- | ---------- | | PUBAFFR | | ### benchmarks #### all ##### school ###### size 4270 ###### gpa 3.6946386704405865 ###### top Share 84.09067610375051 ###### count 119 ##### PUBAFFR ###### size 31 ###### gpa 3.7336887940680437 ###### top Share 88.31669985647842 ###### count 115 #### terms ##### 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 ###### PUBAFFR ###### size 10 ###### gpa 3.6559302930529958 ###### top Share 84.00572242546237 ###### count 43 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### PUBAFFR ###### size 10 ###### gpa 3.755929146640761 ###### top Share 89.57379929781504 ###### count 49 ##### 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 ###### PUBAFFR ###### size 11 ###### gpa 3.7535051430091726 ###### top Share 89.36312427904964 ###### count 43 ##### 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 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ## instructor Trends ```json [ { "uid": "instructor_401e23d5d7d374689ab1a06c", "name": "ERIC BOLLAND", "count": 280, "terms": [ { "term": "1232", "count": 51, "sections": 3, "gpa": 3.676470588235294 }, { "term": "1234", "count": 56, "sections": 2, "gpa": 3.6160714285714284 }, { "term": "1242", "count": 27, "sections": 1, "gpa": 3.611111111111111 }, { "term": "1244", "count": 50, "sections": 2, "gpa": 3.82 }, { "term": "1252", "count": 48, "sections": 2, "gpa": 3.5729166666666665 }, { "term": "1254", "count": 48, "sections": 2, "gpa": 3.75 } ] }, { "uid": "instructor_a9ed9ab4c97245e616dfd668", "name": "MARIEL BARNES", "count": 147, "terms": [ { "term": "1222", "count": 54, "sections": 2, "gpa": 3.4444444444444446 }, { "term": "1234", "count": 28, "sections": 1, "gpa": 3.3392857142857144 }, { "term": "1242", "count": 19, "sections": 1, "gpa": 3.3421052631578947 }, { "term": "1264", "count": 46, "sections": 1, "gpa": 3.4456521739130435 } ] }, { "uid": "instructor_7df69feb05a550f8b1172c07", "name": "WALTER STEINGRESS", "count": 57, "terms": [ { "term": "1254", "count": 57, "sections": 2, "gpa": 3.7982456140350878 } ] }, { "uid": "instructor_552d675d77765e7ce37db7af", "name": "MORGAN EDWARDS", "count": 54, "terms": [ { "term": "1224", "count": 25, "sections": 1, "gpa": 3.54 }, { "term": "1242", "count": 29, "sections": 1, "gpa": 3.8793103448275863 } ] }, { "uid": "instructor_4bef69fe6587c94f01b0d7f3", "name": "MYRIAM GREGOIRE-ZAWILSKI", "count": 27, "terms": [ { "term": "1252", "count": 27, "sections": 1, "gpa": 3.6296296296296298 } ] } ] ``` ## following None recorded. ## projection ### target 1272 ### gpa 3.599987601183201 ### grades | grade | percentage | | ----- | ------------------ | | A | 44.56016673456495 | | AB | 43.836312001464236 | | B | 7.77582939228085 | | BC | 1.0940479775168122 | | C | 1.1341965271504568 | | D | 0 | | F | 1.5994473670226896 | ### source Terms * 1252 * 1242 * 1232 * 1222 ### source Count 255 ### same Season true ### historical Range * 3.444444444444444 * 3.676470588235294