# PUBAFFR 818: Introduction to Statistical Methods for Public Policy Analysis | UW–Madison [View on UW Courses](https://uwcourses.com/courses/PUBAFFR_818) ## 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 b6e9f6df3c8bf3fff17ecadf2bea4369ccfea6d1540996a77d9dcad5a59aa4c1 ### course id PUBAFFR 818 ### course uid course\_85d30ac5db14774c900b2ade ### catalog version id 4ffd9c11cd1fb055bbb69790fb3bdd2f322817d46ffceebeef77ddae237efd02 ### course number 818 ### subjects * PUBAFFR ### title INTRODUCTION TO STATISTICAL METHODS FOR PUBLIC POLICY ANALYSIS ### description An introduction to the statistical methods used in public policy. Covers the basics of probability, statistics, and quantitative methods in public policy analysis. Stresses interpretation and presentation of data as well as theory. ### requirements text Declared in Public Affairs MPA or International Public Affairs MIPA ### credits min 3 ### credits max 3 ### credit offering ids * 1272:826:021353 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id fa01a22f06d1510d69270d074da257413fa4d75c7082d2f116ea5142b927e7cf ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Introduction to statistical methods, probability, and quantitative analysis for public policy. ### llm topics * Probability and statistics * Quantitative methods in public policy ### llm skills * Interpretation and presentation of data * Statistical methods for public policy ### llm assumed background None recorded. ### llm search phrases * public policy statistics * quantitative methods policy * data interpretation policy * probability statistics basics ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 21fa3f0adb598c2029434a56c8f8c387a446ae414b5236efafd5f9599f1c7a25 #### course id PUBAFFR 818 #### current instructors ```json [ { "instructor_uid": "instructor_38dec27a5fa83280ba766466", "message": "No course-specific reviews available", "name": "Sarah Strochak", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Spring 2024: 3.33 GPA, 60.0% A/AB (n=40 letter grades); Fall 2024: 3.30 GPA, 57.6% A/AB (n=33 letter grades); Fall 2025: 3.57 GPA, 76.3% A/AB (n=38 letter grades). ```json { "citations": [ { "course_id": "PUBAFFR 818", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "971c2f62-8376-3621-845a-112bfb6e0d3b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "PUBAFFR 818", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "971c2f62-8376-3621-845a-112bfb6e0d3b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "PUBAFFR 818", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "971c2f62-8376-3621-845a-112bfb6e0d3b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history None recorded. #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2" ], "condition": null, "course": null, "evidence": "Declared in Public Affairs MPA or International Public Affairs MIPA", "id": "n0", "kind": "any" }, { "children": [], "condition": "Declared in Public Affairs MPA", "course": null, "evidence": "Declared in Public Affairs MPA or International Public Affairs MIPA", "id": "n1", "kind": "condition" }, { "children": [], "condition": "International Public Affairs MIPA", "course": null, "evidence": "Declared in Public Affairs MPA or International Public Affairs MIPA", "id": "n2", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors | instructor\_uid | source | source\_instructor\_id | identity\_basis | identity\_status | name | email | first\_observed\_at | 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"2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_78a29b114d7bfaf838885dc1", "source": "madgrades", "source_instructor_id": "707181", "identity_basis": "source_id", "identity_status": "source_identified", "name": "GEOFFREY WALLACE", "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": 107, "quality": 2.63, "difficulty": 3.21, "quality_count": 107, "difficulty_count": 107, "profile_id": "rmp:152264", "source_url": "https://www.ratemyprofessors.com/professor/152264", "match_basis": "exact_name", "observed_at": "2026-09-07 16:38:31.818676+00:00", "courses": { "course_6d73053cf52090039c56ff08": { "review_count": 2, "quality": 2.5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 }, "course_921b4908221d05cbad377045": { "review_count": 70, "quality": 2.77, "difficulty": 2.99, 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"last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 1, "quality": 4, "difficulty": 3, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:2947948", "source_url": "https://www.ratemyprofessors.com/professor/2947948", "match_basis": "exact_name", "observed_at": "2026-09-07 16:09:00.889685+00:00", "courses": {}, "bayesian_quality": 3.675891222425329, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.588, "graded": 382, "counts": [ 203, 97, 40, 30, 12, 0, 0 ], "sections": 14 }, "instructor_url": "/instructors/ROSS_MILTON--instructor_0d19d1d1ec42d82cc4c2acef" }, { "instructor_uid": "instructor_1de72975c680817fa4d11c89", "source": "enrollment", "source_instructor_id": "hwparker", "identity_basis": "netid", "identity_status": "source_identified", "name": "Hasaan Parker", "email": "HWPARKER@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", 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WALLACE", "WILSON LAW" ], "a": 20, "ab": 13, "b": 5, "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": 41, "source_aliases": [ "PUBAFFR 818" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 818", "course_uid": "course_85d30ac5db14774c900b2ade", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "DAVID WEIMER" ], "a": 19, "ab": 26, "b": 9, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 3, "no_work": 0, "not_reported": 1, "other": 0, "total": 58, "source_aliases": [ "PUBAFFR 818" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 818", "course_uid": "course_85d30ac5db14774c900b2ade", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "DAVID WEIMER" ], "a": 10, "ab": 14, "b": 11, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 2, "no_work": 0, "not_reported": 0, "other": 0, "total": 37, "source_aliases": [ "PUBAFFR 818" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 818", "course_uid": "course_85d30ac5db14774c900b2ade", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "GEOFFREY WALLACE" ], "a": 10, "ab": 12, "b": 13, "bc": 4, "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": 39, "source_aliases": [ "PUBAFFR 818" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 818", "course_uid": "course_85d30ac5db14774c900b2ade", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "GEOFFREY WALLACE" ], "a": 12, "ab": 14, "b": 12, "bc": 2, "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": 42, "source_aliases": [ "PUBAFFR 818" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 818", "course_uid": "course_85d30ac5db14774c900b2ade", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "GEOFFREY WALLACE" ], "a": 18, "ab": 20, "b": 8, "bc": 2, "c": 1, "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": 50, "source_aliases": [ "PUBAFFR 818" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 818", "course_uid": "course_85d30ac5db14774c900b2ade", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "GEOFFREY WALLACE" ], "a": 22, "ab": 12, "b": 12, "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": 46, "source_aliases": [ "PUBAFFR 818" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 818", "course_uid": "course_85d30ac5db14774c900b2ade", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "GEOFFREY WALLACE" ], "a": 20, "ab": 8, "b": 10, "bc": 3, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 43, "source_aliases": [ "PUBAFFR 818" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 818", "course_uid": "course_85d30ac5db14774c900b2ade", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "ROSS MILTON" ], "a": 20, "ab": 14, "b": 7, "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": 44, "source_aliases": [ "PUBAFFR 818" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 818", "course_uid": "course_85d30ac5db14774c900b2ade", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "ROSS MILTON" ], "a": 23, "ab": 15, "b": 7, "bc": 4, "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": 51, "source_aliases": [ "PUBAFFR 818" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 818", "course_uid": "course_85d30ac5db14774c900b2ade", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "ROSS MILTON" ], "a": 19, "ab": 8, "b": 8, "bc": 4, "c": 2, "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": 42, "source_aliases": [ "PUBAFFR 818" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 818", "course_uid": "course_85d30ac5db14774c900b2ade", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "ROSS MILTON" ], "a": 14, "ab": 10, "b": 8, "bc": 4, "c": 4, "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": 40, "source_aliases": [ "PUBAFFR 818" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 818", "course_uid": "course_85d30ac5db14774c900b2ade", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "ROSS MILTON" ], "a": 13, "ab": 6, "b": 4, "bc": 8, "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": 33, "source_aliases": [ "PUBAFFR 818" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 818", "course_uid": "course_85d30ac5db14774c900b2ade", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "ROSS MILTON" ], "a": 22, "ab": 7, "b": 1, "bc": 8, "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": 38, "source_aliases": [ "PUBAFFR 818" ] } ] ``` ### statistics #### gpa 3.486 #### graded 892 #### counts * 349 * 278 * 180 * 61 * 24 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_85d30ac5db14774c900b2ade-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_85d30ac5db14774c900b2ade-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_85d30ac5db14774c900b2ade-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_85d30ac5db14774c900b2ade-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_85d30ac5db14774c900b2ade-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_85d30ac5db14774c900b2ade-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_85d30ac5db14774c900b2ade-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_85d30ac5db14774c900b2ade-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.4859865470852016 #### count 892 #### university ##### size 4439 ##### gpa Percentile 26 ##### count Percentile 85 ##### median Count 170 ##### 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 | 12 | false | | 2.8–3.2 | 338 | false | | 3.2–3.6 | 1276 | true | | 3.6–4.0 | 2813 | false | #### departments ```json [ { "subject": "PUBAFFR", "comparison": { "size": 30, "gpaPercentile": 14, "countPercentile": 100, "medianCount": 157.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 9, "current": true }, { "range": "3.6–4.0", "count": 21, "current": false } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.2777777777777777 ##### count 54 ##### university ###### size 723 ###### gpa Percentile 41 ###### count Percentile 38 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 62 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 306 | true | | 3.6–4.0 | 180 | false | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1082 ##### term 1082 ##### gpa 3.409090909090909 ##### count 55 ##### university ###### size 723 ###### gpa Percentile 57 ###### count Percentile 39 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 51 | false | | 2.8–3.2 | 202 | false | | 3.2–3.6 | 265 | true | | 3.6–4.0 | 204 | false | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1092 ##### term 1092 ##### gpa 3.688679245283019 ##### count 53 ##### university ###### size 732 ###### gpa Percentile 77 ###### count Percentile 34 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 41 | false | | 2.8–3.2 | 208 | false | | 3.2–3.6 | 271 | false | | 3.6–4.0 | 211 | true | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1102 ##### term 1102 ##### gpa 3.627659574468085 ##### count 47 ##### university ###### size 774 ###### gpa Percentile 72 ###### count Percentile 31 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 1 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 49 | false | | 2.8–3.2 | 201 | false | | 3.2–3.6 | 287 | false | | 3.6–4.0 | 235 | true | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1112 ##### term 1112 ##### gpa 3.5 ##### count 41 ##### university ###### size 805 ###### gpa Percentile 62 ###### count Percentile 23 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 45 | false | | 2.8–3.2 | 218 | false | | 3.2–3.6 | 316 | true | | 3.6–4.0 | 225 | false | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1122 ##### term 1122 ##### gpa 3.3020833333333335 ##### count 48 ##### university ###### size 804 ###### gpa Percentile 43 ###### count Percentile 31 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 47 | false | | 2.8–3.2 | 224 | false | | 3.2–3.6 | 282 | true | | 3.6–4.0 | 248 | false | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1132 ##### term 1132 ##### gpa 3.597560975609756 ##### count 41 ##### university ###### size 851 ###### gpa Percentile 68 ###### count Percentile 23 ###### 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 | 40 | false | | 2.8–3.2 | 234 | false | | 3.2–3.6 | 303 | true | | 3.6–4.0 | 272 | false | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1142 ##### term 1142 ##### gpa 3.5925925925925926 ##### count 54 ##### university ###### size 853 ###### gpa Percentile 68 ###### count Percentile 39 ###### 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 | 4 | false | | 2.4–2.8 | 33 | false | | 2.8–3.2 | 228 | false | | 3.2–3.6 | 320 | true | | 3.6–4.0 | 268 | false | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1152 ##### term 1152 ##### gpa 3.4857142857142858 ##### count 35 ##### university ###### size 918 ###### gpa Percentile 59 ###### count Percentile 10 ###### 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 | 1 | false | | 2.4–2.8 | 33 | false | | 2.8–3.2 | 227 | false | | 3.2–3.6 | 371 | true | | 3.6–4.0 | 286 | false | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1162 ##### term 1162 ##### gpa 3.358974358974359 ##### count 39 ##### university ###### size 954 ###### gpa Percentile 42 ###### count Percentile 17 ###### median Count 64.5 ###### 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 | 2 | false | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 234 | false | | 3.2–3.6 | 350 | true | | 3.6–4.0 | 345 | false | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1172 ##### term 1172 ##### gpa 3.380952380952381 ##### count 42 ##### university ###### size 991 ###### gpa Percentile 41 ###### count Percentile 24 ###### 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 | 0 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 226 | false | | 3.2–3.6 | 353 | true | | 3.6–4.0 | 390 | false | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1182 ##### term 1182 ##### gpa 3.5306122448979593 ##### count 49 ##### university ###### size 1025 ###### gpa Percentile 53 ###### count Percentile 31 ###### 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 | 21 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 369 | true | | 3.6–4.0 | 418 | false | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1192 ##### term 1192 ##### gpa 3.608695652173913 ##### count 46 ##### university ###### size 1077 ###### gpa Percentile 56 ###### count Percentile 29 ###### 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 | 22 | false | | 2.8–3.2 | 203 | false | | 3.2–3.6 | 370 | false | | 3.6–4.0 | 481 | true | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1202 ##### term 1202 ##### gpa 3.548780487804878 ##### count 41 ##### university ###### size 1102 ###### gpa Percentile 50 ###### count Percentile 23 ###### 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 | false | | 3.2–3.6 | 371 | true | | 3.6–4.0 | 498 | false | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1212 ##### term 1212 ##### gpa 3.5681818181818183 ##### count 44 ##### university ###### size 1111 ###### gpa Percentile 41 ###### count Percentile 26 ###### 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 | 0 | false | | 2.4–2.8 | 4 | false | | 2.8–3.2 | 159 | false | | 3.2–3.6 | 337 | true | | 3.6–4.0 | 611 | false | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1222 ##### term 1222 ##### gpa 3.519607843137255 ##### count 51 ##### university ###### size 1157 ###### gpa Percentile 39 ###### count Percentile 38 ###### 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 | | #### 1232 ##### term 1232 ##### gpa 3.4634146341463414 ##### count 41 ##### university ###### size 1216 ###### gpa Percentile 33 ###### count Percentile 23 ###### 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 | true | | 3.6–4.0 | 670 | false | ##### departments ```json [ { "subject": "PUBAFFR", "comparison": { "size": 10, "gpaPercentile": 22, "countPercentile": 44, "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": true }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.325 ##### count 40 ##### university ###### size 1241 ###### gpa Percentile 20 ###### count Percentile 22 ###### 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 | true | | 3.6–4.0 | 706 | false | ##### departments ```json [ { "subject": "PUBAFFR", "comparison": { "size": 11, "gpaPercentile": 0, "countPercentile": 40, "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": true }, { "range": "3.6–4.0", "count": 9, "current": false } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.303030303030303 ##### count 33 ##### university ###### size 1333 ###### gpa Percentile 15 ###### count Percentile 7 ###### 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 | | #### 1262 ##### term 1262 ##### gpa 3.5657894736842106 ##### count 38 ##### university ###### size 1320 ###### gpa Percentile 36 ###### count Percentile 16 ###### 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 | | ------- | ---------- | | PUBAFFR | | ### benchmarks #### all ##### school ###### size 4439 ###### gpa 3.655512127154098 ###### top Share 81.59217168069688 ###### count 170 ##### PUBAFFR ###### size 30 ###### gpa 3.667362232500431 ###### top Share 83.78976373325155 ###### count 157.5 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ##### 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 ##### 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 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ## instructor Trends ```json [ { "uid": "instructor_78a29b114d7bfaf838885dc1", "name": "GEOFFREY WALLACE", "count": 556, "terms": [ { "term": "1072", "count": 54, "sections": 2, "gpa": 3.2777777777777777 }, { "term": "1082", "count": 55, "sections": 2, "gpa": 3.409090909090909 }, { "term": "1092", "count": 53, "sections": 2, "gpa": 3.688679245283019 }, { "term": "1102", "count": 47, "sections": 2, "gpa": 3.627659574468085 }, { "term": "1112", "count": 41, "sections": 1, "gpa": 3.5 }, { "term": "1122", "count": 48, "sections": 1, "gpa": 3.3020833333333335 }, { "term": "1132", "count": 41, "sections": 1, "gpa": 3.597560975609756 }, { "term": "1162", "count": 39, "sections": 1, "gpa": 3.358974358974359 }, { "term": "1172", "count": 42, "sections": 1, "gpa": 3.380952380952381 }, { "term": "1182", "count": 49, "sections": 1, "gpa": 3.5306122448979593 }, { "term": "1192", "count": 46, "sections": 1, "gpa": 3.608695652173913 }, { "term": "1202", "count": 41, "sections": 1, "gpa": 3.548780487804878 } ] }, { "uid": "instructor_0d19d1d1ec42d82cc4c2acef", "name": "ROSS MILTON", "count": 247, "terms": [ { "term": "1212", "count": 44, "sections": 1, "gpa": 3.5681818181818183 }, { "term": "1222", "count": 51, "sections": 1, "gpa": 3.519607843137255 }, { "term": "1232", "count": 41, "sections": 1, "gpa": 3.4634146341463414 }, { "term": "1244", "count": 40, "sections": 1, "gpa": 3.325 }, { "term": "1252", "count": 33, "sections": 1, "gpa": 3.303030303030303 }, { "term": "1262", "count": 38, "sections": 1, "gpa": 3.5657894736842106 } ] }, { "uid": "instructor_dcfcbaf678ec27aef25c2f6c", "name": "WILSON LAW", "count": 177, "terms": [ { "term": "1102", "count": 47, "sections": 2, "gpa": 3.627659574468085 }, { "term": "1112", "count": 41, "sections": 1, "gpa": 3.5 }, { "term": "1122", "count": 48, "sections": 1, "gpa": 3.3020833333333335 }, { "term": "1132", "count": 41, "sections": 1, "gpa": 3.597560975609756 } ] }, { "uid": "instructor_8901b6e776e317bfc46997a5", "name": "DAVID WEIMER", "count": 89, "terms": [ { "term": "1142", "count": 54, "sections": 1, "gpa": 3.5925925925925926 }, { "term": "1152", "count": 35, "sections": 1, "gpa": 3.4857142857142858 } ] }, { "uid": "instructor_d6612e6221bfe360de93de11", "name": "MARC THOMAS RATKOVIC", "count": 53, "terms": [ { "term": "1092", "count": 53, "sections": 2, "gpa": 3.688679245283019 } ] } ] ``` ## following | code | title | | ------------------- | ------------------------------------------------------- | | POLISCI/PUBAFFR 871 | PUBLIC PROGRAM EVALUATION | | PUBAFFR 819 | ADVANCED STATISTICAL METHODS FOR PUBLIC POLICY ANALYSIS | | PUBAFFR 856 | TRADE, COMPETITION, AND GOVERNANCE IN A GLOBAL ECONOMY |