# DS 120: Design: Fundamentals I | UW–Madison [View on UW Courses](https://uwcourses.com/courses/DS_120) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T23:19:01.870283+00:00 ### courses 8951 ### current instructors 5754 ### limited false ### terms * 1272 * 1264 * 1262 * 1254 * 1252 * 1244 * 1242 * 1234 * 1232 * 1224 * 1222 * 1212 * 1204 * 1202 * 1194 * 1192 * 1184 * 1182 * 1174 * 1172 * 1164 * 1162 * 1154 * 1152 * 1144 * 1142 * 1134 * 1132 * 1124 * 1122 * 1114 * 1112 * 1104 * 1102 * 1094 * 1092 * 1084 * 1082 * 1074 * 1072 ### term 1272 ### departments | subject | count | | --------- | ----- | | AAE | 90 | | ABT | 20 | | ACCTIS | 36 | | ACTSCI | 14 | | AFAERO | 10 | | AFRICAN | 87 | | AFROAMER | 71 | | AGROECOL | 21 | | AMERIND | 53 | | ANAT\&PHY | 7 | | ANATOMY | 2 | | ANESTHES | 8 | | ANSCI | 57 | | ANTHRO | 95 | | ART | 125 | | ARTED | 10 | | ARTHIST | 121 | | ASIALANG | 129 | | ASIAN | 109 | | ASIANAM | 28 | | ASTRON | 38 | | ATMOCN | 69 | | BIOCHEM | 51 | | BIOCORE | 10 | | BIOLOGY | 14 | | BIOMDSCI | 18 | | BME | 66 | | BMI | 41 | | BMOLCHEM | 10 | | BOTANY | 69 | | BSE | 44 | | C\&ESOC | 73 | | CBE | 48 | | CHEM | 101 | | CHICLA | 52 | | CIVENGR | 133 | | CLASSICS | 47 | | CNP | 10 | | CNSRSCI | 50 | | COMARTS | 137 | | COMPBIO | 15 | | COMPLIT | 11 | | COMPSCI | 138 | | COUNPSY | 78 | | CRB | 19 | | CS\&D | 71 | | CSCS | 40 | | CURRIC | 193 | | DANCE | 93 | | DERM | 8 | | DS | 88 | | DYSCI | 35 | | ECE | 155 | | ECON | 145 | | EDPOL | 114 | | EDPSYCH | 97 | | ELPA | 70 | | EMA | 53 | | EMERMED | 17 | | ENGL | 206 | | ENTOM | 40 | | ENVIRST | 148 | | EP | 15 | | EPD | 67 | | ESL | 16 | | F\&WECOL | 60 | | FAMMED | 22 | | FINANCE | 50 | | FOLKLORE | 40 | | FOODSCI | 43 | | FRENCH | 63 | | GEN\&WS | 145 | | GENBUS | 72 | | GENECSLR | 17 | | GENETICS | 60 | | GEOG | 113 | | GEOSCI | 83 | | GERMAN | 82 | | GLE | 48 | | GNS | 38 | | GREEK | 27 | | HDFS | 41 | | HEBR-BIB | 13 | | HEBR-MOD | 10 | | HISTORY | 233 | | HISTSCI | 56 | | HONCOL | 13 | | ILS | 43 | | INFOSYS | 9 | | INTEGART | 7 | | INTEGSCI | 22 | | INTER-AG | 18 | | INTER-HE | 11 | | INTER-LS | 22 | | INTEREGR | 16 | | INTLBUS | 21 | | INTLST | 50 | | ISYE | 83 | | ITALIAN | 53 | | JEWISH | 56 | | JOURN | 88 | | KINES | 128 | | LACIS | 26 | | LANDARC | 61 | | LATIN | 24 | | LAW | 120 | | LEGALST | 48 | | LINGUIS | 35 | | LIS | 89 | | LITTRANS | 78 | | LSC | 52 | | M\&ENVTOX | 7 | | MARKETNG | 62 | | MATH | 153 | | MDGENET | 8 | | ME | 130 | | MEDHIST | 43 | | MEDICINE | 60 | | MEDIEVAL | 32 | | MEDPHYS | 39 | | MEDSC-M | 29 | | MEDSC-V | 41 | | MHR | 68 | | MICROBIO | 45 | | MILSCI | 16 | | MM\&I | 22 | | MOLBIOL | 6 | | MS\&E | 59 | | MUSIC | 165 | | MUSPERF | 126 | | NAVSCI | 20 | | NE | 44 | | NEURODPT | 11 | | NEUROL | 7 | | NEURSURG | 4 | | NTP | 11 | | NURSING | 111 | | NUTRSCI | 65 | | OBS\&GYN | 18 | | OCCTHER | 39 | | ONCOLOGY | 14 | | OPHTHALM | 5 | | OTM | 43 | | PATH | 34 | | PATH-BIO | 29 | | PEDIAT | 26 | | PHARMACY | 31 | | PHILOS | 77 | | PHMCOL-M | 11 | | PHMPRAC | 45 | | PHMSCI | 60 | | PHYASST | 37 | | PHYSICS | 88 | | PHYSIOL | 3 | | PHYTHER | 37 | | PLANTSCI | 52 | | PLPATH | 35 | | POLISCI | 192 | | POPHLTH | 58 | | PORTUG | 33 | | PSYCH | 101 | | PSYCHIAT | 22 | | PUBAFFR | 54 | | PUBLHLTH | 23 | | RADIOL | 11 | | REALEST | 41 | | RELIGST | 90 | | RHABMED | 9 | | RMI | 24 | | RP\&SE | 102 | | S\&APHM | 17 | | SCANDST | 73 | | SLAVIC | 89 | | SOC | 149 | | SOCWORK | 87 | | SOILSCI | 46 | | SPANISH | 83 | | SRMED | 21 | | STAT | 94 | | STDYABRD | 52 | | STS | 8 | | SURGERY | 25 | | SURGSCI | 33 | | THEATRE | 91 | | URBRPL | 60 | | UROLOGY | 5 | | ZOOLOGY | 89 | ## course ### run id 20260907T155543-ce3781c4 ### semester 1272 ### observed at 2026-09-07 15:55:43.033547+00:00 ### record version id 90a079e111b364894980f2f57124ca31f03e1a54c76e0e88de6acb63cc4b35fe ### course id DS 120 ### course uid course\_3e9352ebac5f44810b182d3c ### catalog version id 84a8bec55bcfebf2e0457940107a43596d9deda906c8f2365028cde5044a4ea3 ### course number 120 ### subjects * DS ### title DESIGN: FUNDAMENTALS I ### description Elements and principles of design relevant to design of the visual environment. ### requirements text None ### credits min 3 ### credits max 3 ### credit offering ids * 1272:359:007161 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 30ab7c74330321df40b8c52cc3a16170145caa7b0ec3d34a8584e17e502ca088 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary DS 120 covers the elements and principles of design relevant to the visual environment. ### llm topics * Visual environment design ### llm skills * Understanding elements and principles of design ### llm assumed background None recorded. ### llm search phrases * design fundamentals * visual design principles * elements of design * DS 120 design ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 0fef95303815542f85402ed574f09ae13af20d3941e5d9f7e73c09876a727867 #### course id DS 120 #### current instructors ```json [ { "instructor_uid": "instructor_5e684ad266651a73320f9358", "message": "No course-specific reviews available", "name": "Ely Rendon Betancur", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2024: 3.84 GPA, 92.7% A/AB (n=123 letter grades); Fall 2025: 3.81 GPA, 93.5% A/AB (n=124 letter grades). Includes jointly taught sections." } ] }, { "instructor_uid": "instructor_d6ce76b47fbd226b77846d45", "message": "No course-specific reviews available", "name": "Lucy Burton", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_aac72164341ba8a1b33bf213", "message": "No course-specific reviews available", "name": "Melody Pak", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2025: 3.81 GPA, 93.5% A/AB (n=124 letter grades). Includes jointly taught sections." } ] }, { "instructor_uid": "instructor_a1ee921fde18990b761e927a", "message": "No course-specific reviews available", "name": "Roya Naamipouran", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2024: 3.84 GPA, 92.7% A/AB (n=123 letter grades); Fall 2025: 3.81 GPA, 93.5% A/AB (n=124 letter grades). Includes jointly taught sections." } ] } ] ``` #### difficulty workload Historical reviews of Brooke Godfrey, Elizabeth Anne Hooper-Lane, Esther Kang: Students report that the class is very time-consuming, with projects requiring extensive digital art knowledge and effort. Weekly quizzes on lecture content and studio sessions add to the burden, and TAs are frequently described as tough graders who deduct points without clear explanation. ```json { "citations": [ { "instructor_name": "Brooke Godfrey", "review_date": "2009-12-28 17:43:24 +0000 UTC", "review_id": "236dadc8a39cd10d56595caf", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1383442", "source_review_id": "UmF0aW5nLTE2NjUwNTc3", "source_url": "https://www.ratemyprofessors.com/professor/1383442", "type": "review" }, { "instructor_name": "Brooke Godfrey", "review_date": "2010-10-02 12:24:33 +0000 UTC", "review_id": "031dc5483ca3cfd1c37bfae3", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1383442", "source_review_id": "UmF0aW5nLTE3NjI3Mjky", "source_url": "https://www.ratemyprofessors.com/professor/1383442", "type": "review" }, { "instructor_name": "Elizabeth Anne Hooper-Lane", "review_date": "2022-12-27 04:04:56 +0000 UTC", "review_id": "ef6087ffcee221d6ec0eda9f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:683029", "source_review_id": "UmF0aW5nLTM3MjQ4MzA0", "source_url": "https://www.ratemyprofessors.com/professor/683029", "type": "review" }, { "instructor_name": "Esther Kang", "review_date": "2026-04-30 20:42:32 +0000 UTC", "review_id": "3d1847bf9f532881c0037570", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3159540", "source_review_id": "UmF0aW5nLTQyOTg3MjY1", "source_url": "https://www.ratemyprofessors.com/professor/3159540", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews for Brooke Godfrey describe her as helpful and engaging outside class, though some found her lectures boring due to reading slides verbatim. Other reviewers praised her as a phenomenal teacher who engages students easily and supports the design program backbone. ```json { "citations": [ { "instructor_name": "Brooke Godfrey", "review_date": "2009-12-28 17:43:24 +0000 UTC", "review_id": "236dadc8a39cd10d56595caf", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1383442", "source_review_id": "UmF0aW5nLTE2NjUwNTc3", "source_url": "https://www.ratemyprofessors.com/professor/1383442", "type": "review" }, { "instructor_name": "Brooke Godfrey", "review_date": "2010-08-30 20:03:33 +0000 UTC", "review_id": "fdbf50b482cffc16d254c632", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1383442", "source_review_id": "UmF0aW5nLTE3NTYyMTcz", "source_url": "https://www.ratemyprofessors.com/professor/1383442", "type": "review" }, { "instructor_name": "Brooke Godfrey", "review_date": "2010-10-02 12:24:33 +0000 UTC", "review_id": "031dc5483ca3cfd1c37bfae3", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1383442", "source_review_id": "UmF0aW5nLTE3NjI3Mjky", "source_url": "https://www.ratemyprofessors.com/professor/1383442", "type": "review" }, { "instructor_name": "Brooke Godfrey", "review_date": "2026-02-18 19:51:54 +0000 UTC", "review_id": "dca24c8c6d2ef095aa11ee77", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1383442", "source_review_id": "UmF0aW5nLTQyNjIzMjAw", "source_url": "https://www.ratemyprofessors.com/professor/1383442", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews of Brooke Godfrey, Elizabeth Anne Hooper-Lane: DS 120 is a rigorous, time-consuming course that demands significant effort, particularly on projects and studio work. While essential for design majors, non-majors often find the workload heavy and the grading harsh, making it a challenging experience for those without prior art or design background. ```json { "citations": [ { "instructor_name": "Brooke Godfrey", "review_date": "2009-12-28 17:43:24 +0000 UTC", "review_id": "236dadc8a39cd10d56595caf", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1383442", "source_review_id": "UmF0aW5nLTE2NjUwNTc3", "source_url": "https://www.ratemyprofessors.com/professor/1383442", "type": "review" }, { "instructor_name": "Brooke Godfrey", "review_date": "2010-08-30 20:03:33 +0000 UTC", "review_id": "fdbf50b482cffc16d254c632", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1383442", "source_review_id": "UmF0aW5nLTE3NTYyMTcz", "source_url": "https://www.ratemyprofessors.com/professor/1383442", "type": "review" }, { "instructor_name": "Elizabeth Anne Hooper-Lane", "review_date": "2018-05-31 12:15:35 +0000 UTC", "review_id": "b022aefd97eb651f7a6994cc", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:683029", "source_review_id": "UmF0aW5nLTMwMjE1MDE5", "source_url": "https://www.ratemyprofessors.com/professor/683029", "type": "review" }, { "instructor_name": "Elizabeth Anne Hooper-Lane", "review_date": "2022-12-27 04:04:56 +0000 UTC", "review_id": "ef6087ffcee221d6ec0eda9f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:683029", "source_review_id": "UmF0aW5nLTM3MjQ4MzA0", "source_url": "https://www.ratemyprofessors.com/professor/683029", "type": "review" } ] } ``` Recent recorded grades — Fall 2023: 3.84 GPA, 95.5% A/AB (n=132 letter grades); Fall 2024: 3.84 GPA, 92.7% A/AB (n=123 letter grades); Fall 2025: 3.81 GPA, 93.5% A/AB (n=124 letter grades). ```json { "citations": [ { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience Historical reviews of Elizabeth Anne Hooper-Lane, Esther Kang: Non-design students often feel intimidated by the design-major cohort and struggle with the technical requirements. The experience is frequently marred by frustrating TA grading practices and boring, mandatory lectures, though some find the studio environment supportive for skill development. ```json { "citations": [ { "instructor_name": "Elizabeth Anne Hooper-Lane", "review_date": "2018-05-31 12:15:35 +0000 UTC", "review_id": "b022aefd97eb651f7a6994cc", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:683029", "source_review_id": "UmF0aW5nLTMwMjE1MDE5", "source_url": "https://www.ratemyprofessors.com/professor/683029", "type": "review" }, { "instructor_name": "Elizabeth Anne Hooper-Lane", "review_date": "2022-12-27 04:04:56 +0000 UTC", "review_id": "ef6087ffcee221d6ec0eda9f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:683029", "source_review_id": "UmF0aW5nLTM3MjQ4MzA0", "source_url": "https://www.ratemyprofessors.com/professor/683029", "type": "review" }, { "instructor_name": "Elizabeth Anne Hooper-Lane", "review_date": "2024-04-24 16:34:04 +0000 UTC", "review_id": "00e42ad52baa2840ead59a12", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:683029", "source_review_id": "UmF0aW5nLTM5MjUxODAw", "source_url": "https://www.ratemyprofessors.com/professor/683029", "type": "review" }, { "instructor_name": "Esther Kang", "review_date": "2026-04-30 20:42:32 +0000 UTC", "review_id": "3d1847bf9f532881c0037570", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3159540", "source_review_id": "UmF0aW5nLTQyOTg3MjY1", "source_url": "https://www.ratemyprofessors.com/professor/3159540", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history BROOKE GODFREY is recorded teaching in Fall 2009, Spring 2010. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1102", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1104", "type": "grade" } ] } ``` ELIZABETH HOOPER-LANE is recorded teaching in Fall 2006, Fall 2017, Spring 2018, Fall 2018, Fall 2020, Fall 2021, Fall 2022, Fall 2023. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1072", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" } ] } ``` ELY RENDON BETANCUR is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` ESTHER KANG is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` JUNG-HYE SHIN is recorded teaching in Fall 2007, Spring 2008, Fall 2008, Spring 2009, Fall 2010, Spring 2011, Fall 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Spring 2019, Fall 2019, Spring 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1082", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1084", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1092", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1094", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1112", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1114", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1122", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1124", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1134", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1144", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1154", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1164", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" } ] } ``` MELODY PAK is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` ROYA NAAMIPOURAN is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "DS 120", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "source_record": { "entity_id": "78f3d458-d793-3edb-a55b-e1afcd757b4d", "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": [], "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 | instructor\_uid | source | source\_instructor\_id | identity\_basis | identity\_status | name | email | first\_observed\_at | last\_observed\_at | instructor\_url | | ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ------------------- | --------------------- | -------------------------------- | -------------------------------- | ---------------------------------- | | instructor\_5e684ad266651a73320f9358 | enrollment | erendon2 | netid | source\_identified | Ely Rendon Betancur | ELY.RENDON\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/ELY\_RENDON\_BETANCUR | | instructor\_d6ce76b47fbd226b77846d45 | enrollment | lburton3 | netid | source\_identified | Lucy Burton | LBURTON3\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/LUCY\_BURTON | | instructor\_aac72164341ba8a1b33bf213 | enrollment | npak2 | netid | source\_identified | Melody Pak | NPAK2\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/MELODY\_PAK | | instructor\_a1ee921fde18990b761e927a | enrollment | naamipouran | netid | source\_identified | Roya Naamipouran | NAAMIPOURAN\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/ROYA\_NAAMIPOURAN | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:359:007161", "course_id": "DS 120", "course_uid": "course_3e9352ebac5f44810b182d3c", "term_id": "1272", "source_course_id": "007161", "source_subject_id": "359", "title": "Design: Fundamentals I", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall, Spring" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:12399", "term_id": "1272", "source_section_id": "12399", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 128, "enrolled": 124, "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:1272:12400", "term_id": "1272", "source_section_id": "12400", "identity_basis": "class_number", "section_number": "301", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 16, "enrolled": 16, "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:1272:12401", "term_id": "1272", "source_section_id": "12401", "identity_basis": "class_number", "section_number": "302", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 16, "enrolled": 16, "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:1272:12402", "term_id": "1272", "source_section_id": "12402", "identity_basis": "class_number", "section_number": "303", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 16, "enrolled": 16, "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:1272:12403", "term_id": "1272", "source_section_id": "12403", "identity_basis": "class_number", "section_number": "304", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 16, "enrolled": 16, "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:1272:21172", "term_id": "1272", "source_section_id": "21172", "identity_basis": "class_number", "section_number": "306", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 16, "enrolled": 15, "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:1272:22360", "term_id": "1272", "source_section_id": "22360", "identity_basis": "class_number", "section_number": "307", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 16, "enrolled": 14, "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:1272:27414", "term_id": "1272", "source_section_id": "27414", "identity_basis": "class_number", "section_number": "305", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 16, "enrolled": 15, "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:1272:29607", "term_id": "1272", "source_section_id": "29607", "identity_basis": "class_number", "section_number": "308", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 15, "enrolled": 16, "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_8816237658a722671f203039", "source": "madgrades", "source_instructor_id": "602200", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ELIZABETH HOOPER-LANE", "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": 3.588, "graded": 1971, "counts": [ 1210, 363, 189, 92, 69, 26, 22 ], "sections": 33 }, "instructor_url": "/instructors/ELIZABETH_HOOPER-LANE--instructor_8816237658a722671f203039" }, { "instructor_uid": "instructor_501502df9a17690b36c934ac", "source": "madgrades", "source_instructor_id": "3088074", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PORNPIMON P. ROSSING", "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": 3.264, "graded": 106, "counts": [ 29, 36, 25, 8, 3, 3, 2 ], "sections": 1 }, "instructor_url": "/instructors/PORNPIMON_P_ROSSING" }, { "instructor_uid": "instructor_2a7b3e39a0c7e86dc8e101c0", "source": "madgrades", "source_instructor_id": "3455136", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JUNG-HYE SHIN", "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": 17, "quality": 2.82, "difficulty": 2.94, "quality_count": 17, "difficulty_count": 17, "profile_id": "rmp:1564738", "source_url": "https://www.ratemyprofessors.com/professor/1564738", "match_basis": "exact_name", "observed_at": "2026-09-07 16:29:25.936847+00:00", "courses": { "course_4925cb96bb7a8d9a437bc1c1": { "review_count": 1, "quality": 1, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_3e9352ebac5f44810b182d3c": { "review_count": 13, "quality": 2.92, "difficulty": 2.77, "quality_count": 13, "difficulty_count": 13 } }, "bayesian_quality": 3.273884207322484, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.313, "graded": 1934, "counts": [ 561, 591, 553, 107, 71, 27, 24 ], "sections": 75 }, "instructor_url": "/instructors/JUNG-HYE_SHIN--instructor_2a7b3e39a0c7e86dc8e101c0" }, { "instructor_uid": "instructor_d2350730130ae8c214c4de00", "source": "madgrades", "source_instructor_id": "1556005", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BROOKE GODFREY", "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": 8, "quality": 4.5, "difficulty": 3, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:1383442", "source_url": "https://www.ratemyprofessors.com/professor/1383442", "match_basis": "exact_name", "observed_at": "2026-09-07 16:50:53.827183+00:00", "courses": { "course_e0920a2301353e76bd2cc15a": { "review_count": 1, "quality": 4, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 }, "course_3e9352ebac5f44810b182d3c": { "review_count": 4, "quality": 4.25, "difficulty": 3.25, "quality_count": 4, "difficulty_count": 4 }, "course_7615a54b1c61bff70fa11aca": { "review_count": 2, "quality": 5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.8997755596761396, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.706, "graded": 1326, "counts": [ 951, 173, 109, 42, 34, 4, 13 ], "sections": 54 }, "instructor_url": "/instructors/BROOKE_GODFREY--instructor_d2350730130ae8c214c4de00" }, { "instructor_uid": "instructor_fbb8a853a001d16ac982141e", "source": "madgrades", "source_instructor_id": "4978097", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JOY HUNTINGTON", "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": 3.431, "graded": 180, "counts": [ 54, 81, 34, 4, 2, 2, 3 ], "sections": 7 }, "instructor_url": "/instructors/JOY_HUNTINGTON--instructor_fbb8a853a001d16ac982141e" }, { "instructor_uid": "instructor_429d33593e9e0ace927b9c21", "source": "madgrades", "source_instructor_id": "5936052", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HEATHER KOHLMEIER", "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": 3.658, "graded": 273, "counts": [ 192, 30, 22, 15, 10, 2, 2 ], "sections": 5 }, "instructor_url": "/instructors/HEATHER_KOHLMEIER--instructor_429d33593e9e0ace927b9c21" }, { "instructor_uid": "instructor_998af11908fa5dd8deefc6fe", "source": "madgrades", "source_instructor_id": "6551312", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BONBON YANG", "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": 3.688, "graded": 597, "counts": [ 416, 85, 62, 5, 19, 4, 6 ], "sections": 6 }, "instructor_url": "/instructors/BONBON_YANG--instructor_998af11908fa5dd8deefc6fe" }, { "instructor_uid": "instructor_7fa1e4fb16b8ba7b1e7bb369", "source": "madgrades", "source_instructor_id": "6298154", "identity_basis": "source_id", "identity_status": "source_identified", "name": "IAN DANNER", "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": 3.848, "graded": 138, "counts": [ 117, 12, 4, 2, 1, 2, 0 ], "sections": 2 }, "instructor_url": "/instructors/IAN_DANNER--instructor_7fa1e4fb16b8ba7b1e7bb369" }, { "instructor_uid": "instructor_cd39aca679a729396d9d73e6", "source": "madgrades", "source_instructor_id": "6500021", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ELY RENDON BETANCUR", "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": 3.852, "graded": 494, "counts": [ 427, 37, 17, 3, 1, 5, 4 ], "sections": 6 }, "instructor_url": "/instructors/ELY_RENDON_BETANCUR--instructor_cd39aca679a729396d9d73e6" }, { "instructor_uid": "instructor_d412396d6848ec48f85ed062", "source": "madgrades", "source_instructor_id": "6651636", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ROYA NAAMIPOURAN", "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": 3.7, "graded": 416, "counts": [ 316, 44, 31, 2, 9, 5, 9 ], "sections": 4 }, "instructor_url": "/instructors/ROYA_NAAMIPOURAN--instructor_d412396d6848ec48f85ed062" }, { "instructor_uid": "instructor_dc537254826b88faa89956bf", "source": "madgrades", "source_instructor_id": "6687987", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ESTHER KANG", "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": 1, "quality": 3, "difficulty": 1, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:3159540", "source_url": "https://www.ratemyprofessors.com/professor/3159540", "match_basis": "exact_name", "observed_at": "2026-09-07 16:40:13.388896+00:00", "courses": { "course_3e9352ebac5f44810b182d3c": { "review_count": 1, "quality": 3, "difficulty": 1, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.6282721748062814, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.911, "graded": 524, "counts": [ 479, 27, 9, 2, 2, 3, 2 ], "sections": 7 }, "instructor_url": "/instructors/ESTHER_KANG--instructor_dc537254826b88faa89956bf" }, { "instructor_uid": "instructor_f530dbde172016fb8bf26073", "source": "madgrades", "source_instructor_id": "6368621", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MAHA ZIADEH", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 4, "quality": 1.5, "difficulty": 2.25, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2834949", "source_url": "https://www.ratemyprofessors.com/professor/2834949", "match_basis": "exact_name", "observed_at": "2026-09-07 16:21:34.165494+00:00", "courses": { "course_65e8e94bbd9a434f7539af0a": { "review_count": 2, "quality": 1, "difficulty": 3.5, "quality_count": 2, "difficulty_count": 2 }, "course_d196bd73edce3e6f805aea4c": { "review_count": 2, "quality": 2, "difficulty": 1, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.2997381529554963, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.556, "graded": 249, "counts": [ 172, 20, 21, 13, 13, 6, 4 ], "sections": 3 }, "instructor_url": "/instructors/MAHA_ZIADEH--instructor_f530dbde172016fb8bf26073" }, { "instructor_uid": "instructor_6b49bb482126150606cf4ea9", "source": "madgrades", "source_instructor_id": "6365758", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MELODY PAK", "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": 3.772, "graded": 723, "counts": [ 547, 89, 58, 9, 15, 1, 4 ], "sections": 7 }, "instructor_url": "/instructors/MELODY_PAK--instructor_6b49bb482126150606cf4ea9" }, { "instructor_uid": "instructor_5e684ad266651a73320f9358", "source": "enrollment", "source_instructor_id": "erendon2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Ely Rendon Betancur", "email": "ELY.RENDON@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/ELY_RENDON_BETANCUR" }, { "instructor_uid": "instructor_a1ee921fde18990b761e927a", "source": "enrollment", "source_instructor_id": "naamipouran", "identity_basis": "netid", "identity_status": "source_identified", "name": "Roya Naamipouran", "email": "NAAMIPOURAN@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/ROYA_NAAMIPOURAN" }, { "instructor_uid": "instructor_aac72164341ba8a1b33bf213", "source": "enrollment", "source_instructor_id": "npak2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Melody Pak", "email": "NPAK2@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/MELODY_PAK" }, { "instructor_uid": "instructor_d6ce76b47fbd226b77846d45", "source": "enrollment", "source_instructor_id": "lburton3", "identity_basis": "netid", "identity_status": "source_identified", "name": "Lucy Burton", "email": "LBURTON3@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/LUCY_BURTON" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 120", "course_uid": "course_3e9352ebac5f44810b182d3c", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "Elizabeth Hooper-Lane" ], "a": 10, "ab": 15, "b": 17, "bc": 19, "c": 23, "d": 3, "f": 1, "satisfactory": 0, 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"run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 120", "course_uid": "course_3e9352ebac5f44810b182d3c", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Ely Rendon Betancur", "Esther Kang", "Ian Danner", "MAHA ZIADEH", "Roya Naamipouran" ], "a": 104, "ab": 10, "b": 4, "bc": 2, "c": 1, "d": 2, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 124, "source_aliases": [ "DS 120" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 120", "course_uid": "course_3e9352ebac5f44810b182d3c", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Ely Rendon Betancur", "Esther Kang", "Melody Pak", "Roya Naamipouran" ], "a": 100, "ab": 16, "b": 5, "bc": 0, "c": 0, "d": 1, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 124, "source_aliases": [ "DS 120" ] } ] ``` ### statistics #### gpa 3.374 #### graded 2949 #### counts * 1104 * 792 * 675 * 182 * 122 * 38 * 36 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_3e9352ebac5f44810b182d3c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_3e9352ebac5f44810b182d3c-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_3e9352ebac5f44810b182d3c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_3e9352ebac5f44810b182d3c-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_3e9352ebac5f44810b182d3c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_3e9352ebac5f44810b182d3c-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_3e9352ebac5f44810b182d3c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_3e9352ebac5f44810b182d3c-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_3e9352ebac5f44810b182d3c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_3e9352ebac5f44810b182d3c-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.3740250932519498 #### count 2949 #### university ##### size 5242 ##### gpa Percentile 17 ##### count Percentile 95 ##### median Count 226 ##### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 15 | false | | 2.8–3.2 | 392 | false | | 3.2–3.6 | 1529 | true | | 3.6–4.0 | 3306 | false | #### departments ```json [ { "subject": "DS", "comparison": { "size": 50, "gpaPercentile": 4, "countPercentile": 100, "medianCount": 279.5, "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": 1, "current": false }, { "range": "3.2–3.6", "count": 12, "current": true }, { "range": "3.6–4.0", "count": 37, "current": false } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 2.727272727272727 ##### count 88 ##### university ###### size 723 ###### gpa Percentile 5 ###### count Percentile 63 ###### 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 | true | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 306 | false | | 3.6–4.0 | 180 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1074 ##### term 1074 ##### gpa 3.2641509433962264 ##### count 106 ##### university ###### size 695 ###### gpa Percentile 41 ###### count Percentile 69 ###### 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 | 3 | false | | 2.4–2.8 | 53 | false | | 2.8–3.2 | 184 | false | | 3.2–3.6 | 256 | true | | 3.6–4.0 | 199 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1082 ##### term 1082 ##### gpa 3.4842105263157896 ##### count 95 ##### university ###### size 723 ###### gpa Percentile 63 ###### count Percentile 65 ###### 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 | | ------- | ---------- | | DS | | #### 1084 ##### term 1084 ##### gpa 2.8701298701298703 ##### count 77 ##### university ###### size 720 ###### gpa Percentile 10 ###### count Percentile 56 ###### 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 | 45 | false | | 2.8–3.2 | 207 | true | | 3.2–3.6 | 248 | false | | 3.6–4.0 | 217 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1092 ##### term 1092 ##### gpa 3.170886075949367 ##### count 79 ##### university ###### size 732 ###### gpa Percentile 31 ###### count Percentile 55 ###### 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 | true | | 3.2–3.6 | 271 | false | | 3.6–4.0 | 211 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1094 ##### term 1094 ##### gpa 3 ##### count 76 ##### university ###### size 758 ###### gpa Percentile 16 ###### count Percentile 53 ###### median Count 71 ###### 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 | 35 | false | | 2.8–3.2 | 226 | true | | 3.2–3.6 | 259 | false | | 3.6–4.0 | 236 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1102 ##### term 1102 ##### gpa 2.865079365079365 ##### count 63 ##### university ###### size 774 ###### gpa Percentile 10 ###### count Percentile 46 ###### 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 | true | | 3.2–3.6 | 287 | false | | 3.6–4.0 | 235 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1104 ##### term 1104 ##### gpa 3 ##### count 72 ##### university ###### size 793 ###### gpa Percentile 17 ###### count Percentile 53 ###### 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 | 4 | false | | 2.4–2.8 | 49 | false | | 2.8–3.2 | 205 | true | | 3.2–3.6 | 294 | false | | 3.6–4.0 | 241 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1112 ##### term 1112 ##### gpa 3.271604938271605 ##### count 81 ##### university ###### size 805 ###### gpa Percentile 40 ###### count Percentile 59 ###### 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 | | ------- | ---------- | | DS | | #### 1114 ##### term 1114 ##### gpa 3.033707865168539 ##### count 89 ##### university ###### size 804 ###### gpa Percentile 21 ###### count Percentile 64 ###### 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 | 53 | false | | 2.8–3.2 | 231 | true | | 3.2–3.6 | 292 | false | | 3.6–4.0 | 227 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1122 ##### term 1122 ##### gpa 3.379120879120879 ##### count 91 ##### university ###### size 804 ###### gpa Percentile 51 ###### count Percentile 63 ###### 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 | | ------- | ---------- | | DS | | #### 1124 ##### term 1124 ##### gpa 3.4105263157894736 ##### count 95 ##### university ###### size 821 ###### gpa Percentile 48 ###### count Percentile 67 ###### 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 | 39 | false | | 2.8–3.2 | 223 | false | | 3.2–3.6 | 278 | true | | 3.6–4.0 | 280 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1132 ##### term 1132 ##### gpa 3.1790123456790123 ##### count 81 ##### university ###### size 851 ###### gpa Percentile 30 ###### count Percentile 59 ###### 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 | true | | 3.2–3.6 | 303 | false | | 3.6–4.0 | 272 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1134 ##### term 1134 ##### gpa 3.257575757575758 ##### count 66 ##### university ###### size 852 ###### gpa Percentile 36 ###### count Percentile 49 ###### 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 | 30 | false | | 2.8–3.2 | 229 | false | | 3.2–3.6 | 304 | true | | 3.6–4.0 | 287 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1142 ##### term 1142 ##### gpa 3.1785714285714284 ##### count 84 ##### university ###### size 853 ###### gpa Percentile 29 ###### count Percentile 63 ###### 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 | true | | 3.2–3.6 | 320 | false | | 3.6–4.0 | 268 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1144 ##### term 1144 ##### gpa 3.1838235294117645 ##### count 68 ##### university ###### size 878 ###### gpa Percentile 30 ###### count Percentile 52 ###### 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 | 4 | false | | 2.4–2.8 | 30 | false | | 2.8–3.2 | 243 | true | | 3.2–3.6 | 302 | false | | 3.6–4.0 | 299 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1152 ##### term 1152 ##### gpa 3.2228915662650603 ##### count 83 ##### university ###### size 918 ###### gpa Percentile 31 ###### count Percentile 60 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 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 | | ------- | ---------- | | DS | | #### 1154 ##### term 1154 ##### gpa 3.0538461538461537 ##### count 65 ##### university ###### size 935 ###### gpa Percentile 18 ###### count Percentile 51 ###### median Count 63 ###### 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 | 38 | false | | 2.8–3.2 | 237 | true | | 3.2–3.6 | 326 | false | | 3.6–4.0 | 334 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1162 ##### term 1162 ##### gpa 3.1447368421052633 ##### count 76 ##### university ###### size 954 ###### gpa Percentile 23 ###### count Percentile 58 ###### 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 | true | | 3.2–3.6 | 350 | false | | 3.6–4.0 | 345 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1164 ##### term 1164 ##### gpa 3.2868852459016393 ##### count 61 ##### university ###### size 965 ###### gpa Percentile 34 ###### count Percentile 45 ###### 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 | 3 | false | | 2.4–2.8 | 37 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 319 | true | | 3.6–4.0 | 390 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1172 ##### term 1172 ##### gpa 3.4078947368421053 ##### count 76 ##### university ###### size 991 ###### gpa Percentile 44 ###### count Percentile 56 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 226 | false | | 3.2–3.6 | 353 | true | | 3.6–4.0 | 390 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1174 ##### term 1174 ##### gpa 3.1875 ##### count 64 ##### university ###### size 955 ###### gpa Percentile 25 ###### count Percentile 46 ###### 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 | 29 | false | | 2.8–3.2 | 224 | true | | 3.2–3.6 | 332 | false | | 3.6–4.0 | 369 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1182 ##### term 1182 ##### gpa 3.707865168539326 ##### count 89 ##### university ###### size 1025 ###### gpa Percentile 69 ###### count Percentile 63 ###### 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 ```json [ { "subject": "DS", "comparison": { "size": 11, "gpaPercentile": 40, "countPercentile": 100, "medianCount": 38, "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": 1, "current": false }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 7, "current": true } ] } } ] ``` #### 1184 ##### term 1184 ##### gpa 3.5634920634920637 ##### count 63 ##### university ###### size 1010 ###### gpa Percentile 55 ###### count Percentile 46 ###### 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 | 26 | false | | 2.8–3.2 | 210 | false | | 3.2–3.6 | 355 | true | | 3.6–4.0 | 418 | false | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 10, "gpaPercentile": 11, "countPercentile": 89, "medianCount": 38, "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": 1, "current": false }, { "range": "3.2–3.6", "count": 1, "current": true }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1192 ##### term 1192 ##### gpa 3.6990291262135924 ##### count 103 ##### university ###### size 1077 ###### gpa Percentile 66 ###### count Percentile 69 ###### 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 ```json [ { "subject": "DS", "comparison": { "size": 13, "gpaPercentile": 58, "countPercentile": 100, "medianCount": 37, "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": false }, { "range": "3.6–4.0", "count": 8, "current": true } ] } } ] ``` #### 1194 ##### term 1194 ##### gpa 2.9711538461538463 ##### count 52 ##### university ###### size 1040 ###### gpa Percentile 8 ###### count Percentile 36 ###### 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 | 23 | false | | 2.8–3.2 | 220 | true | | 3.2–3.6 | 342 | false | | 3.6–4.0 | 454 | false | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 11, "gpaPercentile": 0, "countPercentile": 70, "medianCount": 34, "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": 2, "current": true }, { "range": "3.2–3.6", "count": 2, "current": false }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 3.4646464646464645 ##### count 99 ##### university ###### size 1102 ###### gpa Percentile 42 ###### count Percentile 67 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 218 | false | | 3.2–3.6 | 371 | true | | 3.6–4.0 | 498 | false | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 15, "gpaPercentile": 7, "countPercentile": 100, "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": 1, "current": false }, { "range": "3.2–3.6", "count": 3, "current": true }, { "range": "3.6–4.0", "count": 11, "current": false } ] } } ] ``` #### 1204 ##### term 1204 ##### gpa 3.603448275862069 ##### count 58 ##### university ###### size 1012 ###### gpa Percentile 33 ###### count Percentile 45 ###### median Count 65.5 ###### 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 | 0 | false | | 2.4–2.8 | 1 | false | | 2.8–3.2 | 25 | false | | 3.2–3.6 | 301 | false | | 3.6–4.0 | 685 | true | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 10, "gpaPercentile": 11, "countPercentile": 100, "medianCount": 38, "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": 1, "current": false }, { "range": "3.6–4.0", "count": 9, "current": true } ] } } ] ``` #### 1212 ##### term 1212 ##### gpa 3.768292682926829 ##### count 82 ##### university ###### size 1111 ###### gpa Percentile 65 ###### count Percentile 57 ###### 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 ```json [ { "subject": "DS", "comparison": { "size": 12, "gpaPercentile": 36, "countPercentile": 91, "medianCount": 39.5, "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": 2, "current": false }, { "range": "3.6–4.0", "count": 10, "current": true } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 3.6875 ##### count 136 ##### university ###### size 1157 ###### gpa Percentile 56 ###### count Percentile 77 ###### 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 ```json [ { "subject": "DS", "comparison": { "size": 12, "gpaPercentile": 45, "countPercentile": 91, "medianCount": 40.5, "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": 1, "current": false }, { "range": "3.2–3.6", "count": 2, "current": false }, { "range": "3.6–4.0", "count": 9, "current": true } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 3.5723684210526314 ##### count 152 ##### university ###### size 1216 ###### gpa Percentile 43 ###### count Percentile 80 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 356 | true | | 3.6–4.0 | 670 | false | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 11, "gpaPercentile": 10, "countPercentile": 100, "medianCount": 45, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 2, "current": true }, { "range": "3.6–4.0", "count": 9, "current": false } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 3.837121212121212 ##### count 132 ##### university ###### size 1295 ###### gpa Percentile 72 ###### count Percentile 77 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 162 | false | | 3.2–3.6 | 394 | false | | 3.6–4.0 | 726 | true | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 14, "gpaPercentile": 38, "countPercentile": 100, "medianCount": 34, "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 } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.83739837398374 ##### count 123 ##### university ###### size 1333 ###### gpa Percentile 71 ###### count Percentile 74 ###### 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 ```json [ { "subject": "DS", "comparison": { "size": 15, "gpaPercentile": 50, "countPercentile": 100, "medianCount": 34, "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": 1, "current": false }, { "range": "3.6–4.0", "count": 14, "current": true } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.806451612903226 ##### count 124 ##### university ###### size 1320 ###### gpa Percentile 64 ###### count Percentile 74 ###### 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 ```json [ { "subject": "DS", "comparison": { "size": 16, "gpaPercentile": 40, "countPercentile": 93, "medianCount": 35, "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": 1, "current": false }, { "range": "3.6–4.0", "count": 15, "current": true } ] } } ] ``` ### benchmarks #### all ##### school ###### size 5242 ###### gpa 3.65536845671296 ###### top Share 81.56912962752224 ###### count 226 ##### DS ###### size 50 ###### gpa 3.6855901994278013 ###### top Share 84.2549480886555 ###### count 279.5 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ###### DS ###### size 11 ###### gpa 3.6728726403334844 ###### top Share 82.65322902004556 ###### count 38 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ###### DS ###### size 10 ###### gpa 3.7054923786909084 ###### top Share 86.43360347036818 ###### count 38 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ###### DS ###### size 13 ###### gpa 3.648509685550376 ###### top Share 81.82278724694115 ###### count 37 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ###### DS ###### size 11 ###### gpa 3.5309138536745497 ###### top Share 77.20350801901606 ###### count 34 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ###### DS ###### size 15 ###### gpa 3.6646702742916895 ###### top Share 85.74158978455371 ###### count 36 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ###### DS ###### size 10 ###### gpa 3.7806120054487833 ###### top Share 93.04736244958227 ###### count 38 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ###### DS ###### size 12 ###### gpa 3.784992260200742 ###### top Share 90.38777055679854 ###### count 39.5 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### DS ###### size 12 ###### gpa 3.6331242946101185 ###### top Share 83.46446070919158 ###### count 40.5 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### DS ###### size 11 ###### gpa 3.7551425596820334 ###### top Share 88.13990152148047 ###### count 45 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### DS ###### size 14 ###### gpa 3.867870759457944 ###### top Share 95.13807967559639 ###### count 34 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### DS ###### size 15 ###### gpa 3.8294156923925837 ###### top Share 91.72424128616156 ###### count 34 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### DS ###### size 16 ###### gpa 3.8204789402191395 ###### top Share 90.8177094763585 ###### count 35 ## instructor Trends ```json [ { "uid": "instructor_2a7b3e39a0c7e86dc8e101c0", "name": "JUNG-HYE SHIN", "count": 1616, "terms": [ { "term": "1082", "count": 95, "sections": 1, "gpa": 3.4842105263157896 }, { "term": "1084", "count": 77, "sections": 1, "gpa": 2.8701298701298703 }, { "term": "1092", "count": 79, "sections": 1, "gpa": 3.170886075949367 }, { "term": "1094", "count": 76, "sections": 1, "gpa": 3 }, { "term": "1112", "count": 81, "sections": 1, "gpa": 3.271604938271605 }, { "term": "1114", "count": 89, "sections": 1, "gpa": 3.033707865168539 }, { "term": "1122", "count": 91, "sections": 1, "gpa": 3.379120879120879 }, { "term": "1124", "count": 95, "sections": 1, "gpa": 3.4105263157894736 }, { "term": "1132", "count": 81, "sections": 1, "gpa": 3.1790123456790123 }, { "term": "1134", "count": 66, "sections": 1, "gpa": 3.257575757575758 }, { "term": "1142", "count": 84, "sections": 1, "gpa": 3.1785714285714284 }, { "term": "1144", "count": 68, "sections": 1, "gpa": 3.1838235294117645 }, { "term": "1152", "count": 83, "sections": 1, "gpa": 3.2228915662650603 }, { "term": "1154", "count": 65, "sections": 1, "gpa": 3.0538461538461537 }, { "term": "1162", "count": 76, "sections": 1, "gpa": 3.1447368421052633 }, { "term": "1164", "count": 61, "sections": 1, "gpa": 3.2868852459016393 }, { "term": "1172", "count": 76, "sections": 1, "gpa": 3.4078947368421053 }, { "term": "1174", "count": 64, "sections": 1, "gpa": 3.1875 }, { "term": "1194", "count": 52, "sections": 1, "gpa": 2.9711538461538463 }, { "term": "1202", "count": 99, "sections": 1, "gpa": 3.4646464646464645 }, { "term": "1204", "count": 58, "sections": 1, "gpa": 3.603448275862069 } ] }, { "uid": "instructor_8816237658a722671f203039", "name": "ELIZABETH HOOPER-LANE", "count": 845, "terms": [ { "term": "1072", "count": 88, "sections": 1, "gpa": 2.727272727272727 }, { "term": "1182", "count": 89, "sections": 1, "gpa": 3.707865168539326 }, { "term": "1184", "count": 63, "sections": 1, "gpa": 3.5634920634920637 }, { "term": "1192", "count": 103, "sections": 1, "gpa": 3.6990291262135924 }, { "term": "1212", "count": 82, "sections": 1, "gpa": 3.768292682926829 }, { "term": "1222", "count": 136, "sections": 1, "gpa": 3.6875 }, { "term": "1232", "count": 152, "sections": 1, "gpa": 3.5723684210526314 }, { "term": "1242", "count": 132, "sections": 1, "gpa": 3.837121212121212 } ] }, { "uid": "instructor_cd39aca679a729396d9d73e6", "name": "ELY RENDON BETANCUR", "count": 247, "terms": [ { "term": "1252", "count": 123, "sections": 1, "gpa": 3.83739837398374 }, { "term": "1262", "count": 124, "sections": 1, "gpa": 3.806451612903226 } ] }, { "uid": "instructor_d412396d6848ec48f85ed062", "name": "ROYA NAAMIPOURAN", "count": 247, "terms": [ { "term": "1252", "count": 123, "sections": 1, "gpa": 3.83739837398374 }, { "term": "1262", "count": 124, "sections": 1, "gpa": 3.806451612903226 } ] }, { "uid": "instructor_dc537254826b88faa89956bf", "name": "ESTHER KANG", "count": 247, "terms": [ { "term": "1252", "count": 123, "sections": 1, "gpa": 3.83739837398374 }, { "term": "1262", "count": 124, "sections": 1, "gpa": 3.806451612903226 } ] }, { "uid": "instructor_d2350730130ae8c214c4de00", "name": "BROOKE GODFREY", "count": 135, "terms": [ { "term": "1102", "count": 63, "sections": 1, "gpa": 2.865079365079365 }, { "term": "1104", "count": 72, "sections": 1, "gpa": 3 } ] }, { "uid": "instructor_429d33593e9e0ace927b9c21", "name": "HEATHER KOHLMEIER", "count": 132, "terms": [ { "term": "1242", "count": 132, "sections": 1, "gpa": 3.837121212121212 } ] }, { "uid": "instructor_998af11908fa5dd8deefc6fe", "name": "BONBON YANG", "count": 132, "terms": [ { "term": "1242", "count": 132, "sections": 1, "gpa": 3.837121212121212 } ] }, { "uid": "instructor_6b49bb482126150606cf4ea9", "name": "MELODY PAK", "count": 124, "terms": [ { "term": "1262", "count": 124, "sections": 1, "gpa": 3.806451612903226 } ] }, { "uid": "instructor_7fa1e4fb16b8ba7b1e7bb369", "name": "IAN DANNER", "count": 123, "terms": [ { "term": "1252", "count": 123, "sections": 1, "gpa": 3.83739837398374 } ] }, { "uid": "instructor_f530dbde172016fb8bf26073", "name": "MAHA ZIADEH", "count": 123, "terms": [ { "term": "1252", "count": 123, "sections": 1, "gpa": 3.83739837398374 } ] }, { "uid": "instructor_501502df9a17690b36c934ac", "name": "PORNPIMON P. ROSSING", "count": 106, "terms": [ { "term": "1074", "count": 106, "sections": 1, "gpa": 3.2641509433962264 } ] }, { "uid": "instructor_fbb8a853a001d16ac982141e", "name": "JOY HUNTINGTON", "count": 58, "terms": [ { "term": "1204", "count": 58, "sections": 1, "gpa": 3.603448275862069 } ] } ] ``` ## following | code | title | | --------------- | ----------------------------------------------------------------------- | | ART 302 | COLOR | | ART/DS 226 | TEXTILE DESIGN: OFF-LOOM CONSTRUCTION | | ART/THEATRE 366 | STAGE LIGHTING I | | DS 210 | FASHION ILLUSTRATION | | DS 220 | DESIGN: FUNDAMENTALS II | | DS 421 | HISTORY OF ARCHITECTURE AND INTERIORS I: ANTIQUITY THROUGH 18TH CENTURY | | THEATRE 328 | MATERIAL CULTURE FOR PERFORMANCE DESIGN | | THEATRE 363 | COSTUME DESIGN I | ## projection ### target 1272 ### interval #### lower 3.46 #### upper 4 #### coverage 80 #### terms 8 ### gpa 3.7695087218665932 ### grades | grade | percentage | | ----- | ------------------ | | A | 75.41199512412234 | | AB | 16.11290250064928 | | B | 4.436118010210496 | | BC | 1.2675692188685914 | | C | 0.7066951766841353 | | D | 1.0170655067262662 | | F | 1.047654462738889 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 667 ### same Season true ### historical Range * 3.5723684210526314 * 3.83739837398374 ### backtest #### terms 8 #### gpa Error 0.14366982118448635 #### mix Error 19.512698513656357