# PSYCH 709: Proseminar in Data Science in Human Behavior | UW–Madison [View on UW Courses](https://uwcourses.com/courses/PSYCH_709) ## 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 38a84675a8c4079abfe3f5718831ea384f16087320f3db3605299c442c3049e5 ### course id PSYCH 709 ### course uid course\_dc0d54c741aaa056ac030901 ### catalog version id cc457a69dc004ce2843d4e6f1144f06bf9e017a43e5dc6a28897e702bb1c6b4f ### course number 709 ### subjects * PSYCH ### title PROSEMINAR IN DATA SCIENCE IN HUMAN BEHAVIOR ### description Discussion of current topics in human behavioral data science, including discussion of planned capstone projects, discussion of recent journal articles, training and practice in scientific communication to various stakeholders, and professional development activities. ### requirements text Graduate/professional standing ### credits min 1 ### credits max 1 ### credit offering ids * 1272:820:025910 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 8dd938163e7a18d5c2b61bb28b0c9c6510ebc22b7a8bd5432ea0a603bf96fcdf ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary A proseminar discussing current topics in human behavioral data science, journal articles, and capstone projects. ### llm topics * Human behavioral data science * Capstone projects * Recent journal articles ### llm skills * Scientific communication to stakeholders * Professional development ### llm assumed background None recorded. ### llm search phrases * human behavioral data science * scientific communication * professional development * capstone projects * journal articles ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash b93ae4cbf1c56192ea6e041d2bdbf35e0962b80b24adf94fc9b01707638863ca #### course id PSYCH 709 #### current instructors ```json [ { "instructor_uid": "instructor_2d9064cea5330e70f98c934a", "message": "No course-specific reviews available", "name": "Caitlin Iverson", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "PSYCH 709", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "7308e06c-3d45-39f5-b2e6-2a1d1c25855c", "source_record": { "entity_id": "7308e06c-3d45-39f5-b2e6-2a1d1c25855c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "PSYCH 709", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "7308e06c-3d45-39f5-b2e6-2a1d1c25855c", "source_record": { "entity_id": "7308e06c-3d45-39f5-b2e6-2a1d1c25855c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ], "text": "Recent recorded grades — Fall 2024: 3.98 GPA, 100.0% A/AB (n=24 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=22 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 — Spring 2025: 4.00 GPA, 100.0% A/AB (n=22 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=24 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=24 letter grades). ```json { "citations": [ { "course_id": "PSYCH 709", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "7308e06c-3d45-39f5-b2e6-2a1d1c25855c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "PSYCH 709", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "7308e06c-3d45-39f5-b2e6-2a1d1c25855c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "PSYCH 709", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "7308e06c-3d45-39f5-b2e6-2a1d1c25855c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history CAITLIN IVERSON is recorded teaching in Fall 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PSYCH 709", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "7308e06c-3d45-39f5-b2e6-2a1d1c25855c", "source_record": { "entity_id": "7308e06c-3d45-39f5-b2e6-2a1d1c25855c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "PSYCH 709", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "7308e06c-3d45-39f5-b2e6-2a1d1c25855c", "source_record": { "entity_id": "7308e06c-3d45-39f5-b2e6-2a1d1c25855c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Graduate/professional standing", "course": null, "evidence": "Graduate/professional standing", "id": "n0", "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\_2d9064cea5330e70f98c934a | enrollment | ceiverson | netid | source\_identified | Caitlin Iverson | CEIVERSON\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/CAITLIN\_IVERSON | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:820:025910", "course_id": "PSYCH 709", "course_uid": "course_dc0d54c741aaa056ac030901", "term_id": "1272", "source_course_id": "025910", "source_subject_id": "820", "title": "Proseminar in Data Science in Human Behavior", "credits_min": 1, "credits_max": 1, "typically_offered": "Not Applicable" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:25808", "term_id": "1272", "source_section_id": "25808", "identity_basis": "class_number", "section_number": "001", "section_type": "SEM", "instruction_mode": "Classroom Instruction", "capacity": 20, "enrolled": 19, "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_39cf039d531744f613a7a24b", "source": "madgrades", "source_instructor_id": "3856846", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TIMOTHY ROGERS", "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": 3.201, "graded": 1968, "counts": [ 664, 282, 573, 215, 180, 41, 13 ], "sections": 122 }, "instructor_url": "/instructors/TIMOTHY_ROGERS--instructor_39cf039d531744f613a7a24b" }, { "instructor_uid": "instructor_317f511fd7523fa9e36c2b4b", "source": "madgrades", "source_instructor_id": "3354194", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CAITLIN IVERSON", "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": 3.99, "graded": 99, "counts": [ 97, 2, 0, 0, 0, 0, 0 ], "sections": 8 }, "instructor_url": "/instructors/CAITLIN_IVERSON--instructor_317f511fd7523fa9e36c2b4b" }, { "instructor_uid": "instructor_2d9064cea5330e70f98c934a", "source": "enrollment", "source_instructor_id": "ceiverson", "identity_basis": "netid", "identity_status": "source_identified", "name": "Caitlin Iverson", "email": "CEIVERSON@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/CAITLIN_IVERSON" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 709", "course_uid": "course_dc0d54c741aaa056ac030901", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Timothy Rogers" ], "a": 15, "ab": 0, "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": 15, "source_aliases": [ "PSYCH 709" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 709", "course_uid": "course_dc0d54c741aaa056ac030901", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Timothy Rogers" ], "a": 9, "ab": 0, "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": 9, "source_aliases": [ "PSYCH 709" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 709", "course_uid": "course_dc0d54c741aaa056ac030901", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Timothy Rogers" ], "a": 21, "ab": 0, "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": 21, "source_aliases": [ "PSYCH 709" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 709", "course_uid": "course_dc0d54c741aaa056ac030901", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Timothy Rogers" ], "a": 21, "ab": 0, "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": 21, "source_aliases": [ "PSYCH 709" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 709", "course_uid": "course_dc0d54c741aaa056ac030901", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Caitlin Iverson" ], "a": 23, "ab": 1, "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": 1, "not_reported": 0, "other": 0, "total": 25, "source_aliases": [ "PSYCH 709" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 709", "course_uid": "course_dc0d54c741aaa056ac030901", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Caitlin Iverson" ], "a": 22, "ab": 0, "b": 0, "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": 23, "source_aliases": [ "PSYCH 709" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 709", "course_uid": "course_dc0d54c741aaa056ac030901", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Timothy Rogers" ], "a": 24, "ab": 0, "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": 24, "source_aliases": [ "PSYCH 709" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PSYCH 709", "course_uid": "course_dc0d54c741aaa056ac030901", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Timothy Rogers" ], "a": 24, "ab": 0, "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": 24, "source_aliases": [ "PSYCH 709" ] } ] ``` ### statistics #### gpa 3.997 #### graded 160 #### counts * 159 * 1 * 0 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_dc0d54c741aaa056ac030901-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_dc0d54c741aaa056ac030901-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_dc0d54c741aaa056ac030901-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_dc0d54c741aaa056ac030901-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_dc0d54c741aaa056ac030901-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_dc0d54c741aaa056ac030901-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_dc0d54c741aaa056ac030901-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_dc0d54c741aaa056ac030901-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.996875 #### count 160 #### university ##### size 4176 ##### gpa Percentile 94 ##### count Percentile 62 ##### median Count 115 ##### 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 | 228 | false | | 3.2–3.6 | 1027 | false | | 3.6–4.0 | 2909 | true | #### departments ```json [ { "subject": "PSYCH", "comparison": { "size": 61, "gpaPercentile": 90, "countPercentile": 43, "medianCount": 241, "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": 7, "current": false }, { "range": "3.2–3.6", "count": 23, "current": false }, { "range": "3.6–4.0", "count": 31, "current": true } ] } } ] ``` ### terms #### 1232 ##### term 1232 ##### gpa 4 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | PSYCH | | #### 1234 ##### term 1234 ##### gpa 4 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | PSYCH | | #### 1242 ##### term 1242 ##### gpa 4 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | PSYCH | | #### 1244 ##### term 1244 ##### gpa 4 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | PSYCH | | #### 1252 ##### term 1252 ##### gpa 3.9791666666666665 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | PSYCH | | #### 1254 ##### term 1254 ##### gpa 4 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | PSYCH | | #### 1262 ##### term 1262 ##### gpa 4 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | PSYCH | | #### 1264 ##### term 1264 ##### gpa 4 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | PSYCH | | ### benchmarks #### all ##### school ###### size 4176 ###### gpa 3.697918145556694 ###### top Share 84.20846543469554 ###### count 115 ##### PSYCH ###### size 61 ###### gpa 3.607458219432742 ###### top Share 78.34692704543833 ###### count 241 #### terms ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### PSYCH ###### size 22 ###### gpa 3.442082871984894 ###### top Share 70.28913164013164 ###### count 196 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### PSYCH ###### size 20 ###### gpa 3.4539384055570475 ###### top Share 71.04450483819372 ###### count 201 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### PSYCH ###### size 22 ###### gpa 3.4456179696493945 ###### top Share 69.78973081733967 ###### count 189 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### PSYCH ###### size 20 ###### gpa 3.4090708755099746 ###### top Share 67.32853638768276 ###### count 184.5 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### PSYCH ###### size 22 ###### gpa 3.4481362923647976 ###### top Share 69.32210865734149 ###### count 186.5 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### PSYCH ###### size 21 ###### gpa 3.4758286943378804 ###### top Share 71.4472753270678 ###### count 184 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### PSYCH ###### size 22 ###### gpa 3.483366078865603 ###### top Share 72.6281041106889 ###### count 186 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### PSYCH ###### size 22 ###### gpa 3.5321528029265625 ###### top Share 75.2260106961097 ###### count 185 ## instructor Trends ```json [ { "uid": "instructor_39cf039d531744f613a7a24b", "name": "TIMOTHY ROGERS", "count": 114, "terms": [ { "term": "1232", "count": 15, "sections": 1, "gpa": 4 }, { "term": "1234", "count": 9, "sections": 1, "gpa": 4 }, { "term": "1242", "count": 21, "sections": 1, "gpa": 4 }, { "term": "1244", "count": 21, "sections": 1, "gpa": 4 }, { "term": "1262", "count": 24, "sections": 1, "gpa": 4 }, { "term": "1264", "count": 24, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_317f511fd7523fa9e36c2b4b", "name": "CAITLIN IVERSON", "count": 46, "terms": [ { "term": "1252", "count": 24, "sections": 1, "gpa": 3.9791666666666665 }, { "term": "1254", "count": 22, "sections": 1, "gpa": 4 } ] } ] ``` ## following None recorded.