# DS 140: Visual Thinking - Form and Space | UW–Madison [View on UW Courses](https://uwcourses.com/courses/DS_140) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07 ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T19:50:42.743001+00:00 ### courses 8951 ### current instructors 5754 ### limited false ### terms * 1272 * 1264 * 1262 * 1254 * 1252 * 1244 * 1242 * 1234 * 1232 * 1224 * 1222 * 1212 * 1204 * 1202 * 1194 * 1192 * 1184 * 1182 * 1174 * 1172 * 1164 * 1162 * 1154 * 1152 * 1144 * 1142 * 1134 * 1132 * 1124 * 1122 * 1114 * 1112 * 1104 * 1102 * 1094 * 1092 * 1084 * 1082 * 1074 * 1072 ### term 1272 ### departments | subject | count | | --------- | ----- | | AAE | 90 | | ABT | 20 | | ACCTIS | 36 | | ACTSCI | 14 | | AFAERO | 10 | | AFRICAN | 87 | | AFROAMER | 71 | | AGROECOL | 21 | | AMERIND | 53 | | ANAT\&PHY | 7 | | ANATOMY | 2 | | ANESTHES | 8 | | ANSCI | 57 | | ANTHRO | 95 | | ART | 125 | | ARTED | 10 | | ARTHIST | 121 | | ASIALANG | 129 | | ASIAN | 109 | | ASIANAM | 28 | | ASTRON | 38 | | ATMOCN | 69 | | BIOCHEM | 51 | | BIOCORE | 10 | | BIOLOGY | 14 | | BIOMDSCI | 18 | | BME | 66 | | BMI | 41 | | BMOLCHEM | 10 | | BOTANY | 69 | | BSE | 44 | | C\&ESOC | 73 | | CBE | 48 | | CHEM | 101 | | CHICLA | 52 | | CIVENGR | 133 | | CLASSICS | 47 | | CNP | 10 | | CNSRSCI | 50 | | COMARTS | 137 | | COMPBIO | 15 | | COMPLIT | 11 | | COMPSCI | 138 | | COUNPSY | 78 | | CRB | 19 | | CS\&D | 71 | | CSCS | 40 | | CURRIC | 193 | | DANCE | 93 | | DERM | 8 | | DS | 88 | | DYSCI | 35 | | ECE | 155 | | ECON | 145 | | EDPOL | 114 | | EDPSYCH | 97 | | ELPA | 70 | | EMA | 53 | | EMERMED | 17 | | ENGL | 206 | | ENTOM | 40 | | ENVIRST | 148 | | EP | 15 | | EPD | 67 | | ESL | 16 | | F\&WECOL | 60 | | FAMMED | 22 | | FINANCE | 50 | | FOLKLORE | 40 | | FOODSCI | 43 | | FRENCH | 63 | | GEN\&WS | 145 | | GENBUS | 72 | | GENECSLR | 17 | | GENETICS | 60 | | GEOG | 113 | | GEOSCI | 83 | | GERMAN | 82 | | GLE | 48 | | GNS | 38 | | GREEK | 27 | | HDFS | 41 | | HEBR-BIB | 13 | | HEBR-MOD | 10 | | HISTORY | 233 | | HISTSCI | 56 | | HONCOL | 13 | | ILS | 43 | | INFOSYS | 9 | | INTEGART | 7 | | INTEGSCI | 22 | | INTER-AG | 18 | | INTER-HE | 11 | | INTER-LS | 22 | | INTEREGR | 16 | | INTLBUS | 21 | | INTLST | 50 | | ISYE | 83 | | ITALIAN | 53 | | JEWISH | 56 | | JOURN | 88 | | KINES | 128 | | LACIS | 26 | | LANDARC | 61 | | LATIN | 24 | | LAW | 120 | | LEGALST | 48 | | LINGUIS | 35 | | LIS | 89 | | LITTRANS | 78 | | LSC | 52 | | M\&ENVTOX | 7 | | MARKETNG | 62 | | MATH | 153 | | MDGENET | 8 | | ME | 130 | | MEDHIST | 43 | | MEDICINE | 60 | | MEDIEVAL | 32 | | MEDPHYS | 39 | | MEDSC-M | 29 | | MEDSC-V | 41 | | MHR | 68 | | MICROBIO | 45 | | MILSCI | 16 | | MM\&I | 22 | | MOLBIOL | 6 | | MS\&E | 59 | | MUSIC | 165 | | MUSPERF | 126 | | NAVSCI | 20 | | NE | 44 | | NEURODPT | 11 | | NEUROL | 7 | | NEURSURG | 4 | | NTP | 11 | | NURSING | 111 | | NUTRSCI | 65 | | OBS\&GYN | 18 | | OCCTHER | 39 | | ONCOLOGY | 14 | | OPHTHALM | 5 | | OTM | 43 | | PATH | 34 | | PATH-BIO | 29 | | PEDIAT | 26 | | PHARMACY | 31 | | PHILOS | 77 | | PHMCOL-M | 11 | | PHMPRAC | 45 | | PHMSCI | 60 | | PHYASST | 37 | | PHYSICS | 88 | | PHYSIOL | 3 | | PHYTHER | 37 | | PLANTSCI | 52 | | PLPATH | 35 | | POLISCI | 192 | | POPHLTH | 58 | | PORTUG | 33 | | PSYCH | 101 | | PSYCHIAT | 22 | | PUBAFFR | 54 | | PUBLHLTH | 23 | | RADIOL | 11 | | REALEST | 41 | | RELIGST | 90 | | RHABMED | 9 | | RMI | 24 | | RP\&SE | 102 | | S\&APHM | 17 | | SCANDST | 73 | | SLAVIC | 89 | | SOC | 149 | | SOCWORK | 87 | | SOILSCI | 46 | | SPANISH | 83 | | SRMED | 21 | | STAT | 94 | | STDYABRD | 52 | | STS | 8 | | SURGERY | 25 | | SURGSCI | 33 | | THEATRE | 91 | | URBRPL | 60 | | UROLOGY | 5 | | ZOOLOGY | 89 | ## course ### run id 20260907T155543-ce3781c4 ### semester 1272 ### observed at 2026-09-07 15:55:43.033547+00:00 ### record version id d7612c7801198e311e8f4561f75019bb8e9e62bf03856f37969369daad3127dc ### course id DS 140 ### course uid course\_e0920a2301353e76bd2cc15a ### catalog version id ab0008dd6cb00b4eda566e35306cf22846b353774db15f0ca81e3a8a6b31201e ### course number 140 ### subjects * DS ### title VISUAL THINKING - FORM AND SPACE ### description Manual and digital techniques for idea exploration, concept development, and design presentation using a variety of media. Projects in hand drawing techniques and professional design software. Gain heightened attention to detail; understand the relationship of two-dimensional drawings and three-dimensional objects; explore multiple design solutions visually; convey technical information, and professionally communicate design concepts. Introduce visual communication, visual thinking, visual inspiration and visual representation ### requirements text None ### credit offering ids None recorded. ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 0203815686797b479e636b2bc28804fa34a376c1a8fea84514fa553167647a94 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary DS 140 teaches visual thinking and design presentation through manual and digital techniques, covering hand drawing, software, and spatial relationships. ### llm topics * Visual thinking, form, and space * Visual communication and representation * Hand drawing and professional design software ### llm skills * Idea exploration and concept development * Hand drawing and professional design software usage * Understanding 2D and 3D spatial relationships * Visual exploration of multiple design solutions * Professional communication of design concepts ### llm assumed background None recorded. ### llm search phrases * visual thinking design * hand drawing techniques * design presentation media * 2D 3D spatial relationships * concept development design ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash d823e0c8dc02c4599c8b51f7a5ac83741455e563d5194e79dde5f64f9bbeea9d #### course id DS 140 #### current instructors None recorded. #### difficulty workload Historical reviews of Brooke Godfrey: The course is rated as having low difficulty, with a difficulty rating of 2. ```json { "citations": [ { "instructor_name": "Brooke Godfrey", "review_date": "2026-04-30 20:51:53 +0000 UTC", "review_id": "b1c4ed9c57f856f3a93a2f58", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1383442", "source_review_id": "UmF0aW5nLTQyOTg3NDE5", "source_url": "https://www.ratemyprofessors.com/professor/1383442", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews for Brooke Godfrey describe her as knowledgeable and well-organized, teaching design software effectively. However, lectures rely heavily on demonstrations not included in slides, making it easy to forget methods without a way to review them. ```json { "citations": [ { "instructor_name": "Brooke Godfrey", "review_date": "2026-04-30 20:51:53 +0000 UTC", "review_id": "b1c4ed9c57f856f3a93a2f58", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1383442", "source_review_id": "UmF0aW5nLTQyOTg3NDE5", "source_url": "https://www.ratemyprofessors.com/professor/1383442", "type": "review" } ] } ``` #### offered false #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews of Brooke Godfrey: Brooke Godfrey teaches a well-organized class with strong subject matter expertise in design software, though the lack of slide coverage for lecture demonstrations is a drawback. ```json { "citations": [ { "instructor_name": "Brooke Godfrey", "review_date": "2026-04-30 20:51:53 +0000 UTC", "review_id": "b1c4ed9c57f856f3a93a2f58", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1383442", "source_review_id": "UmF0aW5nLTQyOTg3NDE5", "source_url": "https://www.ratemyprofessors.com/professor/1383442", "type": "review" } ] } ``` Recent recorded grades — Spring 2024: 3.79 GPA, 87.7% A/AB (n=73 letter grades); Spring 2025: 3.60 GPA, 81.9% A/AB (n=83 letter grades); Spring 2026: 3.44 GPA, 72.1% A/AB (n=86 letter grades). ```json { "citations": [ { "course_id": "DS 140", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "3d72f1e6-9d1a-3295-bf0f-eeb0f108c500", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "DS 140", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "3d72f1e6-9d1a-3295-bf0f-eeb0f108c500", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "DS 140", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "3d72f1e6-9d1a-3295-bf0f-eeb0f108c500", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Brooke Godfrey: Students find it easy to forget lecture content because demonstrations are not included on slides, and they desire a way to review these methods later. ```json { "citations": [ { "instructor_name": "Brooke Godfrey", "review_date": "2026-04-30 20:51:53 +0000 UTC", "review_id": "b1c4ed9c57f856f3a93a2f58", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1383442", "source_review_id": "UmF0aW5nLTQyOTg3NDE5", "source_url": "https://www.ratemyprofessors.com/professor/1383442", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history BROOKE GODFREY is recorded teaching in Fall 2022, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "DS 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "3d72f1e6-9d1a-3295-bf0f-eeb0f108c500", "source_record": { "entity_id": "3d72f1e6-9d1a-3295-bf0f-eeb0f108c500", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "DS 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "3d72f1e6-9d1a-3295-bf0f-eeb0f108c500", "source_record": { "entity_id": "3d72f1e6-9d1a-3295-bf0f-eeb0f108c500", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "DS 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "3d72f1e6-9d1a-3295-bf0f-eeb0f108c500", "source_record": { "entity_id": "3d72f1e6-9d1a-3295-bf0f-eeb0f108c500", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "DS 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "3d72f1e6-9d1a-3295-bf0f-eeb0f108c500", "source_record": { "entity_id": "3d72f1e6-9d1a-3295-bf0f-eeb0f108c500", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "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 None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_1d5b8b70a70069ac0085e0c8", "source": "madgrades", "source_instructor_id": "2600672", "identity_basis": "source_id", "identity_status": "source_identified", "name": "WEI DONG", "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": 3.707, "graded": 362, "counts": [ 240, 76, 27, 12, 2, 1, 4 ], "sections": 65 }, "instructor_url": "/instructors/WEI_DONG" }, { "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_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_7222d8d60650c2d84e558a35", "source": "madgrades", "source_instructor_id": "6587178", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JILL HARMON", "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": 3.795, "graded": 310, "counts": [ 252, 21, 22, 8, 3, 3, 1 ], "sections": 6 }, "instructor_url": "/instructors/JILL_HARMON--instructor_7222d8d60650c2d84e558a35" }, { "instructor_uid": "instructor_bfa13b3482d26e9f7d96bf7a", "source": "madgrades", "source_instructor_id": "6549266", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DOWON LEE", "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": 3.796, "graded": 137, "counts": [ 107, 14, 12, 2, 0, 2, 0 ], "sections": 5 }, "instructor_url": "/instructors/DOWON_LEE--instructor_bfa13b3482d26e9f7d96bf7a" }, { "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_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_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_e70163d7decdb5f93e5a599b", "source": "madgrades", "source_instructor_id": "6774397", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MOHAMMED MURTUZA", "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": 3.442, "graded": 86, "counts": [ 52, 10, 16, 0, 2, 1, 5 ], "sections": 1 }, "instructor_url": "/instructors/MOHAMMED_MURTUZA--instructor_e70163d7decdb5f93e5a599b" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 140", "course_uid": "course_e0920a2301353e76bd2cc15a", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "JOY HUNTINGTON", "WEI DONG" ], "a": 20, "ab": 22, "b": 6, "bc": 3, "c": 2, "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": 56, "source_aliases": [ "DS 140" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 140", "course_uid": "course_e0920a2301353e76bd2cc15a", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Brooke Godfrey" ], "a": 11, "ab": 1, "b": 0, "bc": 1, "c": 2, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 17, "source_aliases": [ "DS 140" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 140", "course_uid": "course_e0920a2301353e76bd2cc15a", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "JOY HUNTINGTON", "WEI DONG" ], "a": 13, "ab": 31, "b": 18, "bc": 7, "c": 1, "d": 1, "f": 3, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 75, "source_aliases": [ "DS 140" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 140", "course_uid": "course_e0920a2301353e76bd2cc15a", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Brooke Godfrey", "DOWON LEE", "Ely Rendon Betancur", "JILL HARMON" ], "a": 60, "ab": 4, "b": 6, "bc": 1, "c": 0, "d": 2, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 73, "source_aliases": [ "DS 140" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 140", "course_uid": "course_e0920a2301353e76bd2cc15a", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "BONBON YANG", "Brooke Godfrey", "Roya Naamipouran" ], "a": 60, "ab": 8, "b": 6, "bc": 0, "c": 6, "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": 83, "source_aliases": [ "DS 140" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 140", "course_uid": "course_e0920a2301353e76bd2cc15a", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Brooke Godfrey", "Mohammed Murtuza", "Roya Naamipouran" ], "a": 52, "ab": 10, "b": 16, "bc": 0, "c": 2, "d": 1, "f": 5, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 86, "source_aliases": [ "DS 140" ] } ] ``` ### statistics #### gpa 3.474 #### graded 388 #### counts * 216 * 76 * 52 * 12 * 13 * 6 * 13 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_e0920a2301353e76bd2cc15a-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_e0920a2301353e76bd2cc15a-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_e0920a2301353e76bd2cc15a-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_e0920a2301353e76bd2cc15a-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_e0920a2301353e76bd2cc15a-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_e0920a2301353e76bd2cc15a-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_e0920a2301353e76bd2cc15a-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_e0920a2301353e76bd2cc15a-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.4742268041237114 #### count 388 #### university ##### size 3428 ##### gpa Percentile 21 ##### count Percentile 84 ##### median Count 108 ##### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 234 | false | | 3.2–3.6 | 852 | true | | 3.6–4.0 | 2325 | false | #### departments ```json [ { "subject": "DS", "comparison": { "size": 37, "gpaPercentile": 8, "countPercentile": 97, "medianCount": 135, "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": 7, "current": true }, { "range": "3.6–4.0", "count": 30, "current": false } ] } } ] ``` ### terms #### 1224 ##### term 1224 ##### gpa 3.3482142857142856 ##### count 56 ##### university ###### size 1171 ###### gpa Percentile 26 ###### count Percentile 42 ###### 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 | 3 | false | | 2.4–2.8 | 21 | false | | 2.8–3.2 | 173 | false | | 3.2–3.6 | 358 | true | | 3.6–4.0 | 616 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1232 ##### term 1232 ##### gpa 3.375 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1234 ##### term 1234 ##### gpa 3.175675675675676 ##### count 74 ##### university ###### size 1188 ###### gpa Percentile 13 ###### count Percentile 55 ###### 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 | 3 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 144 | true | | 3.2–3.6 | 374 | false | | 3.6–4.0 | 650 | false | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 11, "gpaPercentile": 10, "countPercentile": 80, "medianCount": 31, "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": 1, "current": false }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.787671232876712 ##### count 73 ##### university ###### size 1241 ###### gpa Percentile 67 ###### count Percentile 55 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 9 | false | | 2.8–3.2 | 151 | false | | 3.2–3.6 | 373 | false | | 3.6–4.0 | 706 | true | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 14, "gpaPercentile": 38, "countPercentile": 92, "medianCount": 33, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 0, "current": false }, { "range": "3.6–4.0", "count": 14, "current": true } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.602409638554217 ##### count 83 ##### university ###### size 1289 ###### gpa Percentile 41 ###### count Percentile 60 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 128 | false | | 3.2–3.6 | 379 | false | | 3.6–4.0 | 765 | true | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 18, "gpaPercentile": 29, "countPercentile": 88, "medianCount": 34.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 13, "current": true } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.441860465116279 ##### count 86 ##### university ###### size 1283 ###### gpa Percentile 26 ###### count Percentile 61 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 20 | false | | 2.8–3.2 | 130 | false | | 3.2–3.6 | 343 | true | | 3.6–4.0 | 789 | false | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 14, "gpaPercentile": 0, "countPercentile": 85, "medianCount": 36, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 2, "current": true }, { "range": "3.6–4.0", "count": 12, "current": false } ] } } ] ``` ### benchmarks #### all ##### school ###### size 3428 ###### gpa 3.6791331687247233 ###### top Share 83.1840049017317 ###### count 108 ##### DS ###### size 37 ###### gpa 3.724551538073615 ###### top Share 86.42649550290749 ###### count 135 #### terms ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ##### 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 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### DS ###### size 11 ###### gpa 3.636396435482837 ###### top Share 80.89050297516486 ###### count 31 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### DS ###### size 14 ###### gpa 3.8266959181653313 ###### top Share 91.86539067663273 ###### count 33 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### DS ###### size 18 ###### gpa 3.6871034627572357 ###### top Share 84.30262127212505 ###### count 34.5 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### DS ###### size 14 ###### gpa 3.7654672426537994 ###### top Share 89.6260971129426 ###### count 36 ## instructor Trends ```json [ { "uid": "instructor_d2350730130ae8c214c4de00", "name": "BROOKE GODFREY", "count": 258, "terms": [ { "term": "1232", "count": 16, "sections": 1, "gpa": 3.375 }, { "term": "1244", "count": 73, "sections": 1, "gpa": 3.787671232876712 }, { "term": "1254", "count": 83, "sections": 1, "gpa": 3.602409638554217 }, { "term": "1264", "count": 86, "sections": 1, "gpa": 3.441860465116279 } ] }, { "uid": "instructor_d412396d6848ec48f85ed062", "name": "ROYA NAAMIPOURAN", "count": 169, "terms": [ { "term": "1254", "count": 83, "sections": 1, "gpa": 3.602409638554217 }, { "term": "1264", "count": 86, "sections": 1, "gpa": 3.441860465116279 } ] }, { "uid": "instructor_e70163d7decdb5f93e5a599b", "name": "MOHAMMED MURTUZA", "count": 86, "terms": [ { "term": "1264", "count": 86, "sections": 1, "gpa": 3.441860465116279 } ] }, { "uid": "instructor_998af11908fa5dd8deefc6fe", "name": "BONBON YANG", "count": 83, "terms": [ { "term": "1254", "count": 83, "sections": 1, "gpa": 3.602409638554217 } ] }, { "uid": "instructor_7222d8d60650c2d84e558a35", "name": "JILL HARMON", "count": 73, "terms": [ { "term": "1244", "count": 73, "sections": 1, "gpa": 3.787671232876712 } ] }, { "uid": "instructor_bfa13b3482d26e9f7d96bf7a", "name": "DOWON LEE", "count": 73, "terms": [ { "term": "1244", "count": 73, "sections": 1, "gpa": 3.787671232876712 } ] }, { "uid": "instructor_cd39aca679a729396d9d73e6", "name": "ELY RENDON BETANCUR", "count": 73, "terms": [ { "term": "1244", "count": 73, "sections": 1, "gpa": 3.787671232876712 } ] }, { "uid": "instructor_fbb8a853a001d16ac982141e", "name": "JOY HUNTINGTON", "count": 71, "terms": [ { "term": "1224", "count": 30, "sections": 2, "gpa": 3.4 }, { "term": "1234", "count": 41, "sections": 3, "gpa": 3.1097560975609757 } ] }, { "uid": "instructor_1d5b8b70a70069ac0085e0c8", "name": "WEI DONG", "count": 59, "terms": [ { "term": "1224", "count": 26, "sections": 2, "gpa": 3.2884615384615383 }, { "term": "1234", "count": 33, "sections": 2, "gpa": 3.257575757575758 } ] } ] ``` ## following | code | title | | ------ | --------------------------------- | | DS 333 | DIGITAL FABRICATION FOR DESIGNERS | | DS 650 | COLLABORATIVE DESIGN CAPSTONE | ## projection ### target 1272 ### gpa 3.4939529635814086 ### grades | grade | percentage | | ----- | ------------------ | | A | 57.86600051447762 | | AB | 17.963373657003768 | | B | 13.829927162107152 | | BC | 2.3543078552760837 | | C | 3.0531481914024132 | | D | 1.5776389934007244 | | F | 3.355603626332224 | ### source Terms * 1264 * 1254 * 1244 * 1234 * 1224 ### source Count 372 ### same Season false ### historical Range * 3.175675675675676 * 3.787671232876712