# DS 150: Visual Thinking - Pixels and Pencils | UW–Madison [View on UW Courses](https://uwcourses.com/courses/DS_150) ## 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 9f9578afe5a9b64309aa7f18b0867e10907448aba1411b4f8b305f535247f1ad ### course id DS 150 ### course uid course\_5df3db0078d8a87997c6803c ### catalog version id 21e76e477c951708d6a9aa507789d4fb2f205114a88040f65a5a552bcee44328 ### course number 150 ### subjects * DS ### title VISUAL THINKING - PIXELS AND PENCILS ### description Explores visual media as a means of describing what exists, as a method for generating ideas for what could be, and for professionally communicating a design concept. Use hand drawing techniques and professional design software. Supports the proficiency of technical skills while teaching essential methods for creative practice. Learn to move fluidly across platforms to visually explore possibilities, refine ideas, and professionally communicate design plans. ### requirements text None ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id b39c1c67824e5a1713d331404fdf94fe04d1307394df5d4e571113359c27260a ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary DS 150 teaches visual thinking through hand drawing and software to explore ideas and communicate design concepts professionally. ### llm topics * Visual media and description * Idea generation * Hand drawing techniques * Professional design software ### llm skills * Hand drawing and professional software usage * Creative practice methods * Professional communication of design concepts * Visual exploration and idea refinement ### llm assumed background None recorded. ### llm search phrases * visual thinking design * hand drawing techniques * professional design software * creative practice methods * visual communication skills ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 9218b6298a4ad737042bb03cf2a31c9d4ff5fb6b1cbf6a4e456702171601b086 #### course id DS 150 #### current instructors None recorded. #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered false #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Spring 2024: 3.83 GPA, 96.7% A/AB (n=30 letter grades); Spring 2025: 3.27 GPA, 64.5% A/AB (n=31 letter grades); Spring 2026: 3.73 GPA, 93.5% A/AB (n=31 letter grades). ```json { "citations": [ { "course_id": "DS 150", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "399510d6-c4d7-3247-8d21-ab440d017d30", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "DS 150", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "399510d6-c4d7-3247-8d21-ab440d017d30", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "DS 150", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "399510d6-c4d7-3247-8d21-ab440d017d30", "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 None recorded. #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "None", "course": null, "evidence": "None", "id": "source_requirements", "kind": "condition" } ] ``` #### notes * Display fallback using original requirements text; not an LLM-parsed rule. #### root source\_requirements #### status needs\_review ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_86114d4a0869a9794ce02fbe", "source": "madgrades", "source_instructor_id": "6223786", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HENRY OBENG", "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": 3.143, "graded": 28, "counts": [ 9, 8, 5, 2, 1, 2, 1 ], "sections": 1 }, "instructor_url": "/instructors/HENRY_OBENG" }, { "instructor_uid": "instructor_b453f7d48ac75f453c8b6d1d", "source": "madgrades", "source_instructor_id": "1325266", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARIANNE FAIRBANKS", "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": 3.754, "graded": 419, "counts": [ 318, 53, 27, 7, 6, 5, 3 ], "sections": 100 }, "instructor_url": "/instructors/MARIANNE_FAIRBANKS--instructor_b453f7d48ac75f453c8b6d1d" }, { "instructor_uid": "instructor_38b42ee2eace849d2a15a85a", "source": "madgrades", "source_instructor_id": "6212118", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ESTHER CHO", "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": 3.73, "graded": 74, "counts": [ 50, 15, 4, 3, 2, 0, 0 ], "sections": 3 }, "instructor_url": "/instructors/ESTHER_CHO" }, { "instructor_uid": "instructor_b79d762a4147577a7c33031f", "source": "madgrades", "source_instructor_id": "6490611", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SARA HOLWERDA", "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": 3.522, "graded": 92, "counts": [ 57, 12, 12, 2, 5, 3, 1 ], "sections": 7 }, "instructor_url": "/instructors/SARA_HOLWERDA--instructor_b79d762a4147577a7c33031f" }, { "instructor_uid": "instructor_bb3b270c50b52cd160153369", "source": "madgrades", "source_instructor_id": "3746595", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MITCH FRANK", "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": 3.82, "graded": 361, "counts": [ 304, 20, 23, 6, 4, 1, 3 ], "sections": 20 }, "instructor_url": "/instructors/MITCH_FRANK--instructor_bb3b270c50b52cd160153369" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 150", "course_uid": "course_5df3db0078d8a87997c6803c", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "HENRY OBENG", "Marianne Fairbanks" ], "a": 9, "ab": 8, "b": 5, "bc": 2, "c": 1, "d": 2, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 28, "source_aliases": [ "DS 150" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 150", "course_uid": "course_5df3db0078d8a87997c6803c", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "ESTHER CHO" ], "a": 18, "ab": 5, "b": 1, "bc": 3, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 29, "source_aliases": [ "DS 150" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 150", "course_uid": "course_5df3db0078d8a87997c6803c", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "ESTHER CHO" ], "a": 21, "ab": 8, "b": 1, "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": 30, "source_aliases": [ "DS 150" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 150", "course_uid": "course_5df3db0078d8a87997c6803c", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "SARA HOLWERDA" ], "a": 18, "ab": 2, "b": 4, "bc": 1, "c": 3, "d": 2, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 31, "source_aliases": [ "DS 150" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 150", "course_uid": "course_5df3db0078d8a87997c6803c", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Mitch Frank" ], "a": 28, "ab": 1, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 31, "source_aliases": [ "DS 150" ] } ] ``` ### statistics #### gpa 3.517 #### graded 149 #### counts * 94 * 24 * 11 * 6 * 6 * 4 * 4 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_5df3db0078d8a87997c6803c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_5df3db0078d8a87997c6803c-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_5df3db0078d8a87997c6803c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_5df3db0078d8a87997c6803c-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_5df3db0078d8a87997c6803c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_5df3db0078d8a87997c6803c-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.5167785234899327 #### count 149 #### university ##### size 2947 ##### gpa Percentile 24 ##### count Percentile 60 ##### median Count 113 ##### 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 | 11 | false | | 2.8–3.2 | 200 | false | | 3.2–3.6 | 728 | true | | 3.6–4.0 | 2007 | false | #### departments ```json [ { "subject": "DS", "comparison": { "size": 30, "gpaPercentile": 10, "countPercentile": 69, "medianCount": 127, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 6, "current": true }, { "range": "3.6–4.0", "count": 24, "current": false } ] } } ] ``` ### terms #### 1224 ##### term 1224 ##### gpa 3.142857142857143 ##### count 28 ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1234 ##### term 1234 ##### gpa 3.586206896551724 ##### count 29 ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1244 ##### term 1244 ##### gpa 3.8333333333333335 ##### count 30 ##### university ###### size 1241 ###### gpa Percentile 72 ###### count Percentile 0 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 9 | false | | 2.8–3.2 | 151 | false | | 3.2–3.6 | 373 | false | | 3.6–4.0 | 706 | true | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 14, "gpaPercentile": 62, "countPercentile": 0, "medianCount": 33, "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": 0, "current": false }, { "range": "3.6–4.0", "count": 14, "current": true } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.274193548387097 ##### count 31 ##### university ###### size 1289 ###### gpa Percentile 16 ###### count Percentile 3 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 128 | false | | 3.2–3.6 | 379 | true | | 3.6–4.0 | 765 | false | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 18, "gpaPercentile": 0, "countPercentile": 6, "medianCount": 34.5, "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": 5, "current": true }, { "range": "3.6–4.0", "count": 13, "current": false } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.725806451612903 ##### count 31 ##### university ###### size 1283 ###### gpa Percentile 54 ###### count Percentile 2 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 20 | false | | 2.8–3.2 | 130 | false | | 3.2–3.6 | 343 | false | | 3.6–4.0 | 789 | true | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 14, "gpaPercentile": 46, "countPercentile": 0, "medianCount": 36, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 2, "current": false }, { "range": "3.6–4.0", "count": 12, "current": true } ] } } ] ``` ### benchmarks #### all ##### school ###### size 2947 ###### gpa 3.684503227431485 ###### top Share 83.48969667841149 ###### count 113 ##### DS ###### size 30 ###### gpa 3.7237854638329693 ###### top Share 86.69616268704343 ###### count 127 #### terms ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### DS ###### size 11 ###### gpa 3.636396435482837 ###### top Share 80.89050297516486 ###### count 31 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### DS ###### size 14 ###### gpa 3.8266959181653313 ###### top Share 91.86539067663273 ###### count 33 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### DS ###### size 18 ###### gpa 3.6871034627572357 ###### top Share 84.30262127212505 ###### count 34.5 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### DS ###### size 14 ###### gpa 3.7654672426537994 ###### top Share 89.6260971129426 ###### count 36 ## instructor Trends ```json [ { "uid": "instructor_38b42ee2eace849d2a15a85a", "name": "ESTHER CHO", "count": 59, "terms": [ { "term": "1234", "count": 29, "sections": 1, "gpa": 3.586206896551724 }, { "term": "1244", "count": 30, "sections": 1, "gpa": 3.8333333333333335 } ] }, { "uid": "instructor_b79d762a4147577a7c33031f", "name": "SARA HOLWERDA", "count": 31, "terms": [ { "term": "1254", "count": 31, "sections": 1, "gpa": 3.274193548387097 } ] }, { "uid": "instructor_bb3b270c50b52cd160153369", "name": "MITCH FRANK", "count": 31, "terms": [ { "term": "1264", "count": 31, "sections": 1, "gpa": 3.725806451612903 } ] }, { "uid": "instructor_86114d4a0869a9794ce02fbe", "name": "HENRY OBENG", "count": 28, "terms": [ { "term": "1224", "count": 28, "sections": 1, "gpa": 3.142857142857143 } ] }, { "uid": "instructor_b453f7d48ac75f453c8b6d1d", "name": "MARIANNE FAIRBANKS", "count": 28, "terms": [ { "term": "1224", "count": 28, "sections": 1, "gpa": 3.142857142857143 } ] } ] ``` ## following None recorded.