# PUBAFFR 880: Microeconomic Policy Analysis | UW–Madison [View on UW Courses](https://uwcourses.com/courses/PUBAFFR_880) ## 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 8e7a985db9dc0072c3ee7c3b2782a82e8dddab0fff0f6bc0166f7cfa0cd951f5 ### course id PUBAFFR 880 ### course uid course\_51488398fb48a1a8ce6bdecf ### catalog version id 3580a85d9103a29b1bf586cb8b5846c90b9d8c9ea28bfa2b45c60c363ac1997c ### course number 880 ### subjects * PUBAFFR ### title MICROECONOMIC POLICY ANALYSIS ### description The tools and techniques used in the economic approach to policy analysis. Emphasis is on applying these methodological tools to evaluating existing public policies and policy alternatives, as well as providing a deeper understanding of how the economy operates. ### requirements text Declared in Public Affairs MPA or International Public Affairs MIPA ### credits min 3 ### credits max 3 ### credit offering ids * 1272:826:016596 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id d3fafc732166b4bd0da96e91efd1c2f1ca472ede096fbdabf21af62ef13d3968 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary MICROECONOMIC POLICY ANALYSIS teaches the economic approach's tools and techniques for evaluating public policies and understanding the economy. ### llm topics * Economic approach to policy analysis * Evaluation of existing public policies and alternatives * Economic operations ### llm skills * Applying methodological tools to evaluate public policies and alternatives * Understanding economic operations through policy analysis ### llm assumed background None recorded. ### llm search phrases * microeconomic policy analysis * economic approach policy evaluation * public policy alternatives * PUBAFFR 880 tools techniques ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 9d11e5cc47107bc63942fb9aa82e8745ea8c16128d8b1ca4f77b0fad3a08609a #### course id PUBAFFR 880 #### current instructors ```json [ { "instructor_uid": "instructor_87eecaf75705a06e9e168f40", "message": "No course-specific reviews available", "name": "Jason Fletcher", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "PUBAFFR 880", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "source_record": { "entity_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "PUBAFFR 880", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "source_record": { "entity_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "PUBAFFR 880", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "source_record": { "entity_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2023: 3.60 GPA, 87.2% A/AB (n=47 letter grades); Fall 2024: 3.79 GPA, 90.9% A/AB (n=33 letter grades); Fall 2025: 3.73 GPA, 86.5% A/AB (n=37 letter grades)." } ] } ] ``` #### 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 — Fall 2023: 3.60 GPA, 87.2% A/AB (n=47 letter grades); Fall 2024: 3.79 GPA, 90.9% A/AB (n=33 letter grades); Fall 2025: 3.73 GPA, 86.5% A/AB (n=37 letter grades). ```json { "citations": [ { "course_id": "PUBAFFR 880", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "PUBAFFR 880", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "PUBAFFR 880", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "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 JASON FLETCHER is recorded teaching in Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PUBAFFR 880", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "source_record": { "entity_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "PUBAFFR 880", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "source_record": { "entity_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "PUBAFFR 880", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "source_record": { "entity_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "PUBAFFR 880", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "source_record": { "entity_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "PUBAFFR 880", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "source_record": { "entity_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "PUBAFFR 880", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "source_record": { "entity_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "PUBAFFR 880", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "source_record": { "entity_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "PUBAFFR 880", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "source_record": { "entity_id": "f8e51c93-a0c5-35b8-8b69-e66fdcf62527", "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": "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 | last\_observed\_at | instructor\_url | | ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | -------------- | ------------------------ | -------------------------------- | -------------------------------- | ----------------------------- | | instructor\_87eecaf75705a06e9e168f40 | enrollment | jmfletcher | netid | source\_identified | Jason Fletcher | JASON.FLETCHER\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/JASON\_FLETCHER | | instructor\_dd85c90f89b23d187c685720 | enrollment | swong26 | netid | source\_identified | Soong Kit Wong | SWONG26\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/SOONG\_KIT\_WONG | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:826:016596", "course_id": "PUBAFFR 880", "course_uid": "course_51488398fb48a1a8ce6bdecf", "term_id": "1272", "source_course_id": "016596", "source_subject_id": "826", "title": "Microeconomic Policy Analysis", "credits_min": 3, "credits_max": 3, "typically_offered": "Occasionally" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:17552", "term_id": "1272", "source_section_id": "17552", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 60, "enrolled": 35, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:17596", "term_id": "1272", "source_section_id": "17596", "identity_basis": "class_number", "section_number": "301", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 13, "enrolled": 13, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:17597", "term_id": "1272", "source_section_id": "17597", "identity_basis": "class_number", "section_number": "302", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 13, "enrolled": 12, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:17598", "term_id": "1272", "source_section_id": "17598", "identity_basis": "class_number", "section_number": "303", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 13, "enrolled": 10, "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_2ca73acaf4da4b8998706583", "source": "madgrades", "source_instructor_id": "3467123", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHAEL ANDREW MALCOLM", "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": 3.348, "graded": 56, "counts": [ 15, 15, 21, 4, 1, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/MICHAEL_ANDREW_MALCOLM" }, { "instructor_uid": "instructor_a2ca9af7cf9817a7e72f4971", "source": "madgrades", "source_instructor_id": "2600577", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANDREW M RESCHOVSKY", "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": 3.641, "graded": 206, "counts": [ 121, 39, 37, 7, 0, 1, 1 ], "sections": 18 }, "instructor_url": "/instructors/ANDREW_M_RESCHOVSKY" }, { "instructor_uid": "instructor_a899579066c0e07b22acdd69", "source": "madgrades", "source_instructor_id": "2601165", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ROBERT HAVEMAN", "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": 3.327, "graded": 310, "counts": [ 87, 79, 108, 26, 9, 0, 1 ], "sections": 10 }, "instructor_url": "/instructors/ROBERT_HAVEMAN--instructor_a899579066c0e07b22acdd69" }, { "instructor_uid": "instructor_8625153d5fd999dfe9068faa", "source": "madgrades", "source_instructor_id": "2600180", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARIA CANCIAN", "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": 3.368, "graded": 53, "counts": [ 20, 10, 14, 7, 2, 0, 0 ], "sections": 41 }, "instructor_url": "/instructors/MARIA_CANCIAN--instructor_8625153d5fd999dfe9068faa" }, { "instructor_uid": "instructor_b6cef46ff61a7d256d01ad99", "source": "madgrades", "source_instructor_id": "4395727", "identity_basis": "source_id", "identity_status": "source_identified", "name": "THOMAS DELEIRE", "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": 3.586, "graded": 269, "counts": [ 113, 103, 43, 6, 4, 0, 0 ], "sections": 13 }, "instructor_url": "/instructors/THOMAS_DELEIRE--instructor_b6cef46ff61a7d256d01ad99" }, { "instructor_uid": "instructor_e3c4baf045c7bab6031a48d4", "source": "madgrades", "source_instructor_id": "3986482", "identity_basis": "source_id", "identity_status": "source_identified", "name": "REBECCA HOPE LESSEM", "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": 2.905, "graded": 1304, "counts": [ 240, 260, 298, 212, 226, 42, 26 ], "sections": 7 }, "instructor_url": "/instructors/REBECCA_HOPE_LESSEM--instructor_e3c4baf045c7bab6031a48d4" }, { "instructor_uid": "instructor_9cdb35f2e25e6135918f2d52", "source": "madgrades", "source_instructor_id": "3336890", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ISAO KAMATA", "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": 7, "quality": 3.29, "difficulty": 2.71, "quality_count": 7, "difficulty_count": 7, "profile_id": "rmp:1674348", "source_url": "https://www.ratemyprofessors.com/professor/1674348", "match_basis": "exact_name", "observed_at": "2026-09-07 16:35:40.480588+00:00", "courses": { "course_5241381a51196507bfd72daf": { "review_count": 6, "quality": 3.67, "difficulty": 2.5, "quality_count": 6, "difficulty_count": 6 } }, "bayesian_quality": 3.563841321145626, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.095, "graded": 902, "counts": [ 210, 174, 296, 94, 103, 14, 11 ], "sections": 19 }, "instructor_url": "/instructors/ISAO_KAMATA" }, { "instructor_uid": "instructor_210f6a33bbe70821f01f3797", "source": "madgrades", "source_instructor_id": "3150184", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TIMOTHY HUEGERICH", "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": 3.13, "graded": 304, "counts": [ 62, 87, 85, 38, 22, 5, 5 ], "sections": 3 }, "instructor_url": "/instructors/TIMOTHY_HUEGERICH" }, { "instructor_uid": "instructor_5cebda8695aa55696bccf61f", "source": "madgrades", "source_instructor_id": "4150805", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARIA CAMILA CASAS", "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": 2.979, "graded": 813, "counts": [ 147, 182, 224, 104, 121, 23, 12 ], "sections": 3 }, "instructor_url": "/instructors/MARIA_CAMILA_CASAS" }, { "instructor_uid": "instructor_458738b8edd21d6a3db62d62", "source": "madgrades", "source_instructor_id": "4434646", "identity_basis": "source_id", "identity_status": "source_identified", "name": "NALINI PRASAD", "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": 3.367, "graded": 49, "counts": [ 13, 15, 17, 3, 1, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/NALINI_PRASAD" }, { "instructor_uid": "instructor_8ab7f6dff3f5264cbdebd73a", "source": "madgrades", "source_instructor_id": "3337905", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JASON FLETCHER", "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": 3.671, "graded": 413, "counts": [ 225, 125, 47, 15, 0, 0, 1 ], "sections": 18 }, "instructor_url": "/instructors/JASON_FLETCHER--instructor_8ab7f6dff3f5264cbdebd73a" }, { "instructor_uid": "instructor_9bc898fa666f8db4ec7eaa97", "source": "madgrades", "source_instructor_id": "4627421", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LINDSAY JACOBS", "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": 3.933, "graded": 658, "counts": [ 582, 64, 12, 0, 0, 0, 0 ], "sections": 28 }, "instructor_url": "/instructors/LINDSAY_JACOBS--instructor_9bc898fa666f8db4ec7eaa97" }, { "instructor_uid": "instructor_87eecaf75705a06e9e168f40", "source": "enrollment", "source_instructor_id": "jmfletcher", "identity_basis": "netid", "identity_status": "source_identified", "name": "Jason Fletcher", "email": "JASON.FLETCHER@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/JASON_FLETCHER" }, { "instructor_uid": "instructor_dd85c90f89b23d187c685720", "source": "enrollment", "source_instructor_id": "swong26", "identity_basis": "netid", "identity_status": "source_identified", "name": "Soong Kit Wong", "email": "SWONG26@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/SOONG_KIT_WONG" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 880", "course_uid": "course_51488398fb48a1a8ce6bdecf", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "ANDREW M RESCHOVSKY", "MICHAEL ANDREW MALCOLM", "ROBERT HAVEMAN" ], "a": 14, "ab": 9, "b": 26, "bc": 7, "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": 57, "source_aliases": [ "PUBAFFR 880" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 880", "course_uid": "course_51488398fb48a1a8ce6bdecf", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "MARIA CANCIAN", "ROBERT HAVEMAN" ], "a": 15, "ab": 9, "b": 14, "bc": 7, "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": 47, "source_aliases": [ "PUBAFFR 880" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 880", "course_uid": "course_51488398fb48a1a8ce6bdecf", "term_id": "1092", "term_name": "Fall 2008", "instructors": [ "REBECCA HOPE LESSEM", "ROBERT HAVEMAN", "THOMAS DELEIRE" ], "a": 16, "ab": 16, "b": 17, "bc": 3, "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": 54, "source_aliases": [ "PUBAFFR 880" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 880", "course_uid": "course_51488398fb48a1a8ce6bdecf", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "ISAO KAMATA", "REBECCA HOPE LESSEM", "THOMAS DELEIRE" ], "a": 12, "ab": 17, "b": 18, "bc": 3, "c": 3, "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": 54, "source_aliases": [ "PUBAFFR 880" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 880", "course_uid": "course_51488398fb48a1a8ce6bdecf", "term_id": "1112", "term_name": "Fall 2010", "instructors": [ "ISAO KAMATA", "ROBERT HAVEMAN", "TIMOTHY HUEGERICH" ], "a": 12, "ab": 14, "b": 16, "bc": 3, "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": 48, "source_aliases": [ "PUBAFFR 880" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 880", "course_uid": "course_51488398fb48a1a8ce6bdecf", "term_id": "1122", "term_name": "Fall 2011", "instructors": [ "ISAO KAMATA", "MARIA CAMILA CASAS", "ROBERT HAVEMAN" ], "a": 11, "ab": 14, "b": 18, "bc": 3, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 1, "other": 0, "total": 50, "source_aliases": [ "PUBAFFR 880" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 880", "course_uid": "course_51488398fb48a1a8ce6bdecf", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "ISAO KAMATA", "NALINI PRASAD", "ROBERT HAVEMAN" ], "a": 13, "ab": 15, "b": 17, "bc": 3, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 49, "source_aliases": [ "PUBAFFR 880" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 880", "course_uid": "course_51488398fb48a1a8ce6bdecf", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "ISAO KAMATA" ], "a": 14, "ab": 14, "b": 25, "bc": 4, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 1, "other": 0, "total": 59, "source_aliases": [ "PUBAFFR 880" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 880", "course_uid": "course_51488398fb48a1a8ce6bdecf", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "Jason Fletcher" ], "a": 17, "ab": 12, "b": 8, "bc": 4, "c": 0, "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 880" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 880", "course_uid": "course_51488398fb48a1a8ce6bdecf", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "Jason Fletcher" ], "a": 23, "ab": 4, "b": 5, "bc": 5, "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": 37, "source_aliases": [ "PUBAFFR 880" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 880", "course_uid": "course_51488398fb48a1a8ce6bdecf", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "Jason Fletcher" ], "a": 20, "ab": 20, "b": 2, "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": 42, "source_aliases": [ "PUBAFFR 880" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 880", "course_uid": "course_51488398fb48a1a8ce6bdecf", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Jason Fletcher" ], "a": 21, "ab": 19, "b": 5, "bc": 2, "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": 47, "source_aliases": [ "PUBAFFR 880" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 880", "course_uid": "course_51488398fb48a1a8ce6bdecf", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "Lindsay Jacobs" ], "a": 40, "ab": 8, "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": 48, "source_aliases": [ "PUBAFFR 880" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 880", "course_uid": "course_51488398fb48a1a8ce6bdecf", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Lindsay Jacobs" ], "a": 31, "ab": 17, "b": 4, "bc": 0, "c": 0, "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": 53, "source_aliases": [ "PUBAFFR 880" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 880", "course_uid": "course_51488398fb48a1a8ce6bdecf", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Lindsay Jacobs" ], "a": 27, "ab": 13, "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": 43, "source_aliases": [ "PUBAFFR 880" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 880", "course_uid": "course_51488398fb48a1a8ce6bdecf", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Lindsay Jacobs" ], "a": 43, "ab": 7, "b": 2, "bc": 0, "c": 0, "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": 53, "source_aliases": [ "PUBAFFR 880" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 880", "course_uid": "course_51488398fb48a1a8ce6bdecf", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Jason Fletcher" ], "a": 27, "ab": 10, "b": 7, "bc": 1, "c": 0, "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": 46, "source_aliases": [ "PUBAFFR 880" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 880", "course_uid": "course_51488398fb48a1a8ce6bdecf", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Jason Fletcher" ], "a": 23, "ab": 18, "b": 3, "bc": 2, "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": 47, "source_aliases": [ "PUBAFFR 880" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 880", "course_uid": "course_51488398fb48a1a8ce6bdecf", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Jason Fletcher" ], "a": 23, "ab": 7, "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": 33, "source_aliases": [ "PUBAFFR 880" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 880", "course_uid": "course_51488398fb48a1a8ce6bdecf", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Jason Fletcher" ], "a": 22, "ab": 10, "b": 5, "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": 37, "source_aliases": [ "PUBAFFR 880" ] } ] ``` ### statistics #### gpa 3.542 #### graded 937 #### counts * 424 * 253 * 197 * 48 * 13 * 0 * 2 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_51488398fb48a1a8ce6bdecf-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_51488398fb48a1a8ce6bdecf-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_51488398fb48a1a8ce6bdecf-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_51488398fb48a1a8ce6bdecf-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_51488398fb48a1a8ce6bdecf-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_51488398fb48a1a8ce6bdecf-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_51488398fb48a1a8ce6bdecf-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_51488398fb48a1a8ce6bdecf-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.54162219850587 #### count 937 #### university ##### size 4146 ##### gpa Percentile 31 ##### count Percentile 85 ##### median Count 193 ##### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 10 | false | | 2.8–3.2 | 326 | false | | 3.2–3.6 | 1185 | true | | 3.6–4.0 | 2625 | false | #### departments ```json [ { "subject": "PUBAFFR", "comparison": { "size": 30, "gpaPercentile": 28, "countPercentile": 100, "medianCount": 180, "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": 12, "current": true }, { "range": "3.6–4.0", "count": 18, "current": false } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.210526315789474 ##### count 57 ##### university ###### size 723 ###### gpa Percentile 34 ###### count Percentile 41 ###### 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 3.297872340425532 ##### count 47 ##### university ###### size 723 ###### gpa Percentile 44 ###### count Percentile 29 ###### 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 3.4056603773584904 ##### count 53 ##### university ###### size 732 ###### gpa Percentile 53 ###### 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 | true | | 3.6–4.0 | 211 | false | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1102 ##### term 1102 ##### gpa 3.30188679245283 ##### count 53 ##### university ###### size 774 ###### gpa Percentile 43 ###### 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 | 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 | true | | 3.6–4.0 | 235 | false | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1112 ##### term 1112 ##### gpa 3.3020833333333335 ##### count 48 ##### university ###### size 805 ###### gpa Percentile 43 ###### count Percentile 32 ###### 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 3.36734693877551 ##### count 49 ##### university ###### size 851 ###### gpa Percentile 48 ###### count Percentile 35 ###### 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 3.310344827586207 ##### count 58 ##### university ###### size 853 ###### gpa Percentile 42 ###### count Percentile 43 ###### 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 3.5121951219512195 ##### count 41 ##### university ###### size 918 ###### gpa Percentile 62 ###### 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 | 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 3.608108108108108 ##### count 37 ##### university ###### size 954 ###### gpa Percentile 65 ###### count Percentile 14 ###### 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 | false | | 3.6–4.0 | 345 | true | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1172 ##### term 1172 ##### gpa 3.7142857142857144 ##### count 42 ##### university ###### size 991 ###### gpa Percentile 71 ###### 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 | false | | 3.6–4.0 | 390 | true | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1182 ##### term 1182 ##### gpa 3.627659574468085 ##### count 47 ##### university ###### size 1025 ###### gpa Percentile 63 ###### count Percentile 30 ###### 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 | false | | 3.6–4.0 | 418 | true | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1192 ##### term 1192 ##### gpa 3.9166666666666665 ##### count 48 ##### university ###### size 1077 ###### gpa Percentile 88 ###### count Percentile 32 ###### 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 3.7596153846153846 ##### count 52 ##### university ###### size 1102 ###### gpa Percentile 72 ###### 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 | 1 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 218 | false | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 498 | true | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1212 ##### term 1212 ##### gpa 3.7790697674418605 ##### count 43 ##### university ###### size 1111 ###### gpa Percentile 66 ###### count Percentile 25 ###### 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 | false | | 3.6–4.0 | 611 | true | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1222 ##### term 1222 ##### gpa 3.894230769230769 ##### count 52 ##### university ###### size 1157 ###### gpa Percentile 83 ###### 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 | false | | 3.6–4.0 | 614 | true | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1232 ##### term 1232 ##### gpa 3.7 ##### count 45 ##### university ###### size 1216 ###### gpa Percentile 58 ###### count Percentile 29 ###### 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": 56, "countPercentile": 56, "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 } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 3.595744680851064 ##### count 47 ##### university ###### size 1295 ###### gpa Percentile 43 ###### count Percentile 33 ###### 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 | true | | 3.6–4.0 | 726 | false | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1252 ##### term 1252 ##### gpa 3.787878787878788 ##### count 33 ##### university ###### size 1333 ###### gpa Percentile 64 ###### 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 | false | | 3.6–4.0 | 773 | true | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1262 ##### term 1262 ##### gpa 3.72972972972973 ##### count 37 ##### university ###### size 1320 ###### gpa Percentile 54 ###### count Percentile 14 ###### 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 | false | | 3.6–4.0 | 797 | true | ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | ### benchmarks #### all ##### school ###### size 4146 ###### gpa 3.655576857310451 ###### top Share 81.61127984016484 ###### count 193 ##### PUBAFFR ###### size 30 ###### gpa 3.6513782252911815 ###### top Share 82.84549011007728 ###### count 180 #### 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 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ##### 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_8ab7f6dff3f5264cbdebd73a", "name": "JASON FLETCHER", "count": 329, "terms": [ { "term": "1152", "count": 41, "sections": 1, "gpa": 3.5121951219512195 }, { "term": "1162", "count": 37, "sections": 1, "gpa": 3.608108108108108 }, { "term": "1172", "count": 42, "sections": 1, "gpa": 3.7142857142857144 }, { "term": "1182", "count": 47, "sections": 1, "gpa": 3.627659574468085 }, { "term": "1232", "count": 45, "sections": 1, "gpa": 3.7 }, { "term": "1242", "count": 47, "sections": 1, "gpa": 3.595744680851064 }, { "term": "1252", "count": 33, "sections": 1, "gpa": 3.787878787878788 }, { "term": "1262", "count": 37, "sections": 1, "gpa": 3.72972972972973 } ] }, { "uid": "instructor_a899579066c0e07b22acdd69", "name": "ROBERT HAVEMAN", "count": 302, "terms": [ { "term": "1072", "count": 57, "sections": 2, "gpa": 3.210526315789474 }, { "term": "1082", "count": 47, "sections": 2, "gpa": 3.297872340425532 }, { "term": "1092", "count": 53, "sections": 2, "gpa": 3.4056603773584904 }, { "term": "1112", "count": 48, "sections": 1, "gpa": 3.3020833333333335 }, { "term": "1122", "count": 48, "sections": 1, "gpa": 3.3020833333333335 }, { "term": "1132", "count": 49, "sections": 1, "gpa": 3.36734693877551 } ] }, { "uid": "instructor_9cdb35f2e25e6135918f2d52", "name": "ISAO KAMATA", "count": 256, "terms": [ { "term": "1102", "count": 53, "sections": 2, "gpa": 3.30188679245283 }, { "term": "1112", "count": 48, "sections": 1, "gpa": 3.3020833333333335 }, { "term": "1122", "count": 48, "sections": 1, "gpa": 3.3020833333333335 }, { "term": "1132", "count": 49, "sections": 1, "gpa": 3.36734693877551 }, { "term": "1142", "count": 58, "sections": 1, "gpa": 3.310344827586207 } ] }, { "uid": "instructor_9bc898fa666f8db4ec7eaa97", "name": "LINDSAY JACOBS", "count": 195, "terms": [ { "term": "1192", "count": 48, "sections": 1, "gpa": 3.9166666666666665 }, { "term": "1202", "count": 52, "sections": 1, "gpa": 3.7596153846153846 }, { "term": "1212", "count": 43, "sections": 1, "gpa": 3.7790697674418605 }, { "term": "1222", "count": 52, "sections": 1, "gpa": 3.894230769230769 } ] }, { "uid": "instructor_b6cef46ff61a7d256d01ad99", "name": "THOMAS DELEIRE", "count": 106, "terms": [ { "term": "1092", "count": 53, "sections": 2, "gpa": 3.4056603773584904 }, { "term": "1102", "count": 53, "sections": 2, "gpa": 3.30188679245283 } ] }, { "uid": "instructor_e3c4baf045c7bab6031a48d4", "name": "REBECCA HOPE LESSEM", "count": 106, "terms": [ { "term": "1092", "count": 53, "sections": 2, "gpa": 3.4056603773584904 }, { "term": "1102", "count": 53, "sections": 2, "gpa": 3.30188679245283 } ] }, { "uid": "instructor_a2ca9af7cf9817a7e72f4971", "name": "ANDREW M RESCHOVSKY", "count": 57, "terms": [ { "term": "1072", "count": 57, "sections": 2, "gpa": 3.210526315789474 } ] }, { "uid": "instructor_458738b8edd21d6a3db62d62", "name": "NALINI PRASAD", "count": 49, "terms": [ { "term": "1132", "count": 49, "sections": 1, "gpa": 3.36734693877551 } ] }, { "uid": "instructor_210f6a33bbe70821f01f3797", "name": "TIMOTHY HUEGERICH", "count": 48, "terms": [ { "term": "1112", "count": 48, "sections": 1, "gpa": 3.3020833333333335 } ] }, { "uid": "instructor_5cebda8695aa55696bccf61f", "name": "MARIA CAMILA CASAS", "count": 48, "terms": [ { "term": "1122", "count": 48, "sections": 1, "gpa": 3.3020833333333335 } ] }, { "uid": "instructor_8625153d5fd999dfe9068faa", "name": "MARIA CANCIAN", "count": 47, "terms": [ { "term": "1082", "count": 47, "sections": 2, "gpa": 3.297872340425532 } ] }, { "uid": "instructor_2ca73acaf4da4b8998706583", "name": "MICHAEL ANDREW MALCOLM", "count": 36, "terms": [ { "term": "1072", "count": 36, "sections": 1, "gpa": 3.1944444444444446 } ] } ] ``` ## following | code | title | | ------------------------ | ----------------------------------------------------------- | | ECON/POPHLTH/PUBAFFR 548 | THE ECONOMICS OF HEALTH CARE | | PUBAFFR 854 | MACROECONOMIC POLICY AND INTERNATIONAL FINANCIAL REGULATION | | PUBAFFR 856 | TRADE, COMPETITION, AND GOVERNANCE IN A GLOBAL ECONOMY | | PUBAFFR 873 | INTRODUCTION TO POLICY ANALYSIS | | PUBAFFR 891 | STATE AND LOCAL GOVERNMENT FINANCE | ## projection ### target 1272 ### interval #### lower 3.4 #### upper 4 #### coverage 80 #### terms 8 ### gpa 3.733575166246538 ### grades | grade | percentage | | ----- | ------------------ | | A | 62.80549541408098 | | AB | 25.404267677957005 | | B | 9.515389637317393 | | BC | 1.8697716734112775 | | C | 0 | | D | 0 | | F | 0.4050755972333337 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 214 ### same Season true ### historical Range * 3.595744680851064 * 3.894230769230769 ### backtest #### terms 8 #### gpa Error 0.11482331344941094 #### mix Error 14.495061870961218