# DS 252: Design Leadership Symposium | UW–Madison [View on UW Courses](https://uwcourses.com/courses/DS_252) ## 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 f6831538dc9bc1727533e9ee178e754339af108acafd518e2d8bb0bbfef8e9dc ### course id DS 252 ### course uid course\_68ffb685c5f656426a7589aa ### catalog version id a8d34782d9c7d8f00aa62d87edad507b21b56b797478b21e31955dcd725bffef ### course number 252 ### subjects * DS ### title DESIGN LEADERSHIP SYMPOSIUM ### description Provides detailed examination of design careers in the fields of textiles, fashion, and apparel design as well as interior design, industrial design, and architecture. High level industry experts from leading companies in the design industry participate as guest speakers and panel members. ### requirements text None ### credits min 1 ### credits max 1 ### credit offering ids * 1272:359:024771 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 4f7ed81cebff63e3cafe7723d28690ad7e5261339c688d8767dddc1ddf71eaba ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary DS 252 examines design careers across textiles, fashion, apparel, interior, industrial, and architecture fields through industry expert guest speakers. ### llm topics * Textiles, fashion, and apparel design careers * Interior, industrial, and architecture design careers ### llm skills * Examination of design career paths * Engagement with industry professionals ### llm assumed background None recorded. ### llm search phrases * design career exploration * textile fashion apparel design * interior industrial architecture design * industry guest speakers * design leadership symposium ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 20940fb3ce45f1fc023d674364ce3df7a018d0bcac83a91b8689323f6d63cc9c #### course id DS 252 #### current instructors ```json [ { "instructor_uid": "instructor_8cf3bb565a858b9db232bc7f", "message": "No course-specific reviews available", "name": "Mitch Frank", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_d5d42c3147caac0a584931b7", "message": "No course-specific reviews available", "name": "Monika Thadhani", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:3126386", "summary": [ { "citations": [ { "course_id": "DS 252", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "271b4ff7-92ea-3b77-8108-92bf9792d641", "source_record": { "entity_id": "271b4ff7-92ea-3b77-8108-92bf9792d641", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "DS 252", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "271b4ff7-92ea-3b77-8108-92bf9792d641", "source_record": { "entity_id": "271b4ff7-92ea-3b77-8108-92bf9792d641", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "DS 252", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "271b4ff7-92ea-3b77-8108-92bf9792d641", "source_record": { "entity_id": "271b4ff7-92ea-3b77-8108-92bf9792d641", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ], "text": "Recent recorded grades — Spring 2025: 3.42 GPA, 77.4% A/AB (n=31 letter grades); Fall 2025: 3.70 GPA, 82.9% A/AB (n=70 letter grades); Spring 2026: 3.70 GPA, 85.7% A/AB (n=28 letter grades)." } ] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Spring 2025: 3.42 GPA, 77.4% A/AB (n=31 letter grades); Fall 2025: 3.59 GPA, 77.7% A/AB (n=94 letter grades); Spring 2026: 3.70 GPA, 85.7% A/AB (n=28 letter grades). ```json { "citations": [ { "course_id": "DS 252", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "271b4ff7-92ea-3b77-8108-92bf9792d641", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "DS 252", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "271b4ff7-92ea-3b77-8108-92bf9792d641", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "DS 252", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "271b4ff7-92ea-3b77-8108-92bf9792d641", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history MONIKA THADHANI is recorded teaching in Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "DS 252", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "271b4ff7-92ea-3b77-8108-92bf9792d641", "source_record": { "entity_id": "271b4ff7-92ea-3b77-8108-92bf9792d641", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "DS 252", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "271b4ff7-92ea-3b77-8108-92bf9792d641", "source_record": { "entity_id": "271b4ff7-92ea-3b77-8108-92bf9792d641", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "DS 252", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "271b4ff7-92ea-3b77-8108-92bf9792d641", "source_record": { "entity_id": "271b4ff7-92ea-3b77-8108-92bf9792d641", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "DS 252", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "271b4ff7-92ea-3b77-8108-92bf9792d641", "source_record": { "entity_id": "271b4ff7-92ea-3b77-8108-92bf9792d641", "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 ```json [ { "instructor_uid": "instructor_8cf3bb565a858b9db232bc7f", "source": "enrollment", "source_instructor_id": "msfrank2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Mitch Frank", "email": "MSFRANK2@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/MITCH_FRANK" }, { "instructor_uid": "instructor_d5d42c3147caac0a584931b7", "source": "enrollment", "source_instructor_id": "mthadhani", "identity_basis": "netid", "identity_status": "source_identified", "name": "Monika Thadhani", "email": "MTHADHANI@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", "ratings": { "review_count": 2, "quality": 5, "difficulty": 1.5, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:3126386", "source_url": "https://www.ratemyprofessors.com/professor/3126386", "match_basis": "exact_name", "observed_at": "2026-09-07 16:16:30.834318+00:00", "courses": {}, "bayesian_quality": 3.781532530496905, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/MONIKA_THADHANI" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:359:024771", "course_id": "DS 252", "course_uid": "course_68ffb685c5f656426a7589aa", "term_id": "1272", "source_course_id": "024771", "source_subject_id": "359", "title": "Design Leadership Symposium", "credits_min": 1, "credits_max": 1, "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:1272:18841", "term_id": "1272", "source_section_id": "18841", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 125, "enrolled": 71, "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:1272:32501", "term_id": "1272", "source_section_id": "32501", "identity_basis": "class_number", "section_number": "002", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 40, "enrolled": 24, "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_0f5cb798468ea54fae3e4351", "source": "madgrades", "source_instructor_id": "172570", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LESLEY SAGER", "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": 3.75, "difficulty": 2.25, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2475288", "source_url": "https://www.ratemyprofessors.com/professor/2475288", "match_basis": "exact_name", "observed_at": "2026-09-07 16:23:35.927652+00:00", "courses": { "course_1f446eea828b11e33923146d": { "review_count": 2, "quality": 5, "difficulty": 2, "quality_count": 2, "difficulty_count": 2 }, "course_bc15af5ed86c36d93f9f6c04": { "review_count": 1, "quality": 1, "difficulty": 1, "quality_count": 1, "difficulty_count": 1 }, "course_d1abd5096e340439d04df22e": { "review_count": 1, "quality": 4, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.6747381529554963, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.756, "graded": 1967, "counts": [ 1391, 363, 126, 44, 28, 9, 6 ], "sections": 75 }, "instructor_url": "/instructors/LESLEY_SAGER" }, { "instructor_uid": "instructor_6901f46a50d2e944eca2d7ad", "source": "madgrades", "source_instructor_id": "3922123", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARIA KURUTZ", "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": 3.578, "graded": 1481, "counts": [ 746, 372, 279, 45, 27, 9, 3 ], "sections": 80 }, "instructor_url": "/instructors/MARIA_KURUTZ--instructor_6901f46a50d2e944eca2d7ad" }, { "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_54f21221b4c21a348ad96231", "source": "madgrades", "source_instructor_id": "6587467", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MONIKA THADHANI", "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": 2, "quality": 5, "difficulty": 1.5, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:3126386", "source_url": "https://www.ratemyprofessors.com/professor/3126386", "match_basis": "exact_name", "observed_at": "2026-09-07 16:16:30.834318+00:00", "courses": {}, "bayesian_quality": 3.781532530496905, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.829, "graded": 712, "counts": [ 596, 61, 30, 10, 6, 2, 7 ], "sections": 18 }, "instructor_url": "/instructors/MONIKA_THADHANI--instructor_54f21221b4c21a348ad96231" }, { "instructor_uid": "instructor_a2e3e0f66d4595bd4a2710c3", "source": "madgrades", "source_instructor_id": "6587807", "identity_basis": "source_id", "identity_status": "source_identified", "name": "J HENLEY", "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": 3.385, "graded": 52, "counts": [ 26, 11, 6, 3, 3, 2, 1 ], "sections": 3 }, "instructor_url": "/instructors/J_HENLEY--instructor_a2e3e0f66d4595bd4a2710c3" }, { "instructor_uid": "instructor_8cf3bb565a858b9db232bc7f", "source": "enrollment", "source_instructor_id": "msfrank2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Mitch Frank", "email": "MSFRANK2@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/MITCH_FRANK" }, { "instructor_uid": "instructor_d5d42c3147caac0a584931b7", "source": "enrollment", "source_instructor_id": "mthadhani", "identity_basis": "netid", "identity_status": "source_identified", "name": "Monika Thadhani", "email": "MTHADHANI@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", "ratings": { "review_count": 2, "quality": 5, "difficulty": 1.5, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:3126386", "source_url": "https://www.ratemyprofessors.com/professor/3126386", "match_basis": "exact_name", "observed_at": "2026-09-07 16:16:30.834318+00:00", "courses": {}, "bayesian_quality": 3.781532530496905, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/MONIKA_THADHANI" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 252", "course_uid": "course_68ffb685c5f656426a7589aa", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "LESLEY SAGER", "MARIA KURUTZ" ], "a": 32, "ab": 6, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 40, "source_aliases": [ "DS 252" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 252", "course_uid": "course_68ffb685c5f656426a7589aa", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "LESLEY SAGER", "MARIA KURUTZ" ], "a": 51, "ab": 8, "b": 2, "bc": 3, "c": 2, "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": 68, "source_aliases": [ "DS 252" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 252", "course_uid": "course_68ffb685c5f656426a7589aa", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "LESLEY SAGER", "MARIA KURUTZ" ], "a": 90, "ab": 7, "b": 1, "bc": 0, "c": 0, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 99, "source_aliases": [ "DS 252" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 252", "course_uid": "course_68ffb685c5f656426a7589aa", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "LESLEY SAGER", "MARIA KURUTZ" ], "a": 43, "ab": 11, "b": 4, "bc": 4, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 64, "source_aliases": [ "DS 252" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 252", "course_uid": "course_68ffb685c5f656426a7589aa", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "LESLEY SAGER" ], "a": 73, "ab": 6, "b": 4, "bc": 3, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 86, "source_aliases": [ "DS 252" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 252", "course_uid": "course_68ffb685c5f656426a7589aa", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "MARIA KURUTZ" ], "a": 38, "ab": 4, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 42, "source_aliases": [ "DS 252" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 252", "course_uid": "course_68ffb685c5f656426a7589aa", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "LESLEY SAGER" ], "a": 48, "ab": 4, "b": 3, "bc": 6, "c": 2, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 64, "source_aliases": [ "DS 252" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 252", "course_uid": "course_68ffb685c5f656426a7589aa", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "LESLEY SAGER" ], "a": 68, "ab": 11, "b": 4, "bc": 5, "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": 93, "source_aliases": [ "DS 252" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 252", "course_uid": "course_68ffb685c5f656426a7589aa", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "LESLEY SAGER" ], "a": 84, "ab": 16, "b": 8, "bc": 5, "c": 3, "d": 3, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 120, "source_aliases": [ "DS 252" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 252", "course_uid": "course_68ffb685c5f656426a7589aa", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "JILL HARMON" ], "a": 95, "ab": 9, "b": 10, "bc": 5, "c": 2, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 122, "source_aliases": [ "DS 252" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 252", "course_uid": "course_68ffb685c5f656426a7589aa", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Monika Thadhani" ], "a": 93, "ab": 7, "b": 7, "bc": 1, "c": 1, "d": 0, "f": 3, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 113, "source_aliases": [ "DS 252" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 252", "course_uid": "course_68ffb685c5f656426a7589aa", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Monika Thadhani" ], "a": 20, "ab": 4, "b": 3, "bc": 0, "c": 1, "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": 31, "source_aliases": [ "DS 252" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 252", "course_uid": "course_68ffb685c5f656426a7589aa", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "J HENLEY", "Monika Thadhani" ], "a": 64, "ab": 9, "b": 11, "bc": 3, "c": 3, "d": 3, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 94, "source_aliases": [ "DS 252" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 252", "course_uid": "course_68ffb685c5f656426a7589aa", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Monika Thadhani" ], "a": 24, "ab": 0, "b": 1, "bc": 1, "c": 1, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 28, "source_aliases": [ "DS 252" ] } ] ``` ### statistics #### gpa 3.734 #### graded 1063 #### counts * 823 * 102 * 60 * 36 * 19 * 12 * 11 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_68ffb685c5f656426a7589aa-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_68ffb685c5f656426a7589aa-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_68ffb685c5f656426a7589aa-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_68ffb685c5f656426a7589aa-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_68ffb685c5f656426a7589aa-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_68ffb685c5f656426a7589aa-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_68ffb685c5f656426a7589aa-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_68ffb685c5f656426a7589aa-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.733772342427093 #### count 1063 #### university ##### size 4760 ##### gpa Percentile 46 ##### count Percentile 91 ##### median Count 142 ##### 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 | 5 | false | | 2.8–3.2 | 260 | false | | 3.2–3.6 | 1202 | false | | 3.6–4.0 | 3292 | true | #### departments ```json [ { "subject": "DS", "comparison": { "size": 55, "gpaPercentile": 35, "countPercentile": 98, "medianCount": 166, "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": 8, "current": false }, { "range": "3.6–4.0", "count": 47, "current": true } ] } } ] ``` ### terms #### 1182 ##### term 1182 ##### gpa 3.875 ##### count 40 ##### university ###### size 1025 ###### gpa Percentile 87 ###### count Percentile 17 ###### 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": 90, "countPercentile": 60, "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 3.698529411764706 ##### count 68 ##### university ###### size 1010 ###### gpa Percentile 68 ###### count Percentile 50 ###### 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 | false | | 3.6–4.0 | 418 | true | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 10, "gpaPercentile": 33, "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": 1, "current": false }, { "range": "3.6–4.0", "count": 8, "current": true } ] } } ] ``` #### 1192 ##### term 1192 ##### gpa 3.9242424242424243 ##### count 99 ##### university ###### size 1077 ###### gpa Percentile 89 ###### count Percentile 68 ###### 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": 92, "countPercentile": 92, "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 3.6953125 ##### count 64 ##### university ###### size 1040 ###### gpa Percentile 66 ###### count Percentile 47 ###### 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 | false | | 3.2–3.6 | 342 | false | | 3.6–4.0 | 454 | true | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 11, "gpaPercentile": 70, "countPercentile": 80, "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": false }, { "range": "3.2–3.6", "count": 2, "current": false }, { "range": "3.6–4.0", "count": 7, "current": true } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 3.866279069767442 ##### count 86 ##### university ###### size 1102 ###### gpa Percentile 83 ###### count Percentile 61 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 218 | false | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 498 | true | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 15, "gpaPercentile": 93, "countPercentile": 93, "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": false }, { "range": "3.6–4.0", "count": 11, "current": true } ] } } ] ``` #### 1204 ##### term 1204 ##### gpa 3.9523809523809526 ##### count 42 ##### university ###### size 1012 ###### gpa Percentile 84 ###### count Percentile 25 ###### 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": 100, "countPercentile": 67, "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 3.671875 ##### count 64 ##### university ###### size 1111 ###### gpa Percentile 53 ###### 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 | 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": 18, "countPercentile": 73, "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 3.6559139784946235 ##### count 93 ##### university ###### size 1157 ###### gpa Percentile 53 ###### count Percentile 64 ###### 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": 36, "countPercentile": 82, "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 3.6458333333333335 ##### count 120 ##### university ###### size 1216 ###### gpa Percentile 51 ###### count Percentile 73 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 356 | false | | 3.6–4.0 | 670 | true | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 11, "gpaPercentile": 20, "countPercentile": 80, "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": false }, { "range": "3.6–4.0", "count": 9, "current": true } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 3.7540983606557377 ##### count 122 ##### university ###### size 1295 ###### gpa Percentile 62 ###### count Percentile 75 ###### 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": 15, "countPercentile": 85, "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 3.767857142857143 ##### count 112 ##### university ###### size 1333 ###### gpa Percentile 61 ###### count Percentile 71 ###### 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": 21, "countPercentile": 86, "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 } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.4193548387096775 ##### count 31 ##### university ###### size 1289 ###### gpa Percentile 26 ###### count Percentile 3 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 128 | false | | 3.2–3.6 | 379 | true | | 3.6–4.0 | 765 | false | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 18, "gpaPercentile": 12, "countPercentile": 6, "medianCount": 34.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 5, "current": true }, { "range": "3.6–4.0", "count": 13, "current": false } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.5851063829787235 ##### count 94 ##### university ###### size 1320 ###### gpa Percentile 38 ###### count Percentile 62 ###### 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 | true | | 3.6–4.0 | 797 | false | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 16, "gpaPercentile": 0, "countPercentile": 80, "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": true }, { "range": "3.6–4.0", "count": 15, "current": false } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.6964285714285716 ##### count 28 ##### departments | subject | comparison | | ------- | ---------- | | DS | | ### benchmarks #### all ##### school ###### size 4760 ###### gpa 3.694068434253972 ###### top Share 84.00719208424051 ###### count 142 ##### DS ###### size 55 ###### gpa 3.7488100163151707 ###### top Share 87.8873167265112 ###### count 166 #### terms ##### 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 ##### 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 ##### 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 ##### 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_0f5cb798468ea54fae3e4351", "name": "LESLEY SAGER", "count": 634, "terms": [ { "term": "1182", "count": 40, "sections": 1, "gpa": 3.875 }, { "term": "1184", "count": 68, "sections": 1, "gpa": 3.698529411764706 }, { "term": "1192", "count": 99, "sections": 1, "gpa": 3.9242424242424243 }, { "term": "1194", "count": 64, "sections": 1, "gpa": 3.6953125 }, { "term": "1202", "count": 86, "sections": 1, "gpa": 3.866279069767442 }, { "term": "1212", "count": 64, "sections": 1, "gpa": 3.671875 }, { "term": "1222", "count": 93, "sections": 1, "gpa": 3.6559139784946235 }, { "term": "1232", "count": 120, "sections": 1, "gpa": 3.6458333333333335 } ] }, { "uid": "instructor_6901f46a50d2e944eca2d7ad", "name": "MARIA KURUTZ", "count": 313, "terms": [ { "term": "1182", "count": 40, "sections": 1, "gpa": 3.875 }, { "term": "1184", "count": 68, "sections": 1, "gpa": 3.698529411764706 }, { "term": "1192", "count": 99, "sections": 1, "gpa": 3.9242424242424243 }, { "term": "1194", "count": 64, "sections": 1, "gpa": 3.6953125 }, { "term": "1204", "count": 42, "sections": 1, "gpa": 3.9523809523809526 } ] }, { "uid": "instructor_54f21221b4c21a348ad96231", "name": "MONIKA THADHANI", "count": 241, "terms": [ { "term": "1252", "count": 112, "sections": 1, "gpa": 3.767857142857143 }, { "term": "1254", "count": 31, "sections": 1, "gpa": 3.4193548387096775 }, { "term": "1262", "count": 70, "sections": 1, "gpa": 3.7 }, { "term": "1264", "count": 28, "sections": 1, "gpa": 3.6964285714285716 } ] }, { "uid": "instructor_7222d8d60650c2d84e558a35", "name": "JILL HARMON", "count": 122, "terms": [ { "term": "1242", "count": 122, "sections": 1, "gpa": 3.7540983606557377 } ] }, { "uid": "instructor_a2e3e0f66d4595bd4a2710c3", "name": "J HENLEY", "count": 24, "terms": [ { "term": "1262", "count": 24, "sections": 1, "gpa": 3.25 } ] } ] ``` ## following None recorded. ## projection ### target 1272 ### interval #### lower 3.46 #### upper 3.9 #### coverage 80 #### terms 7 ### gpa 3.6786482866320127 ### grades | grade | percentage | | ----- | ------------------ | | A | 74.4106945196182 | | AB | 9.212035164796104 | | B | 8.068504004747616 | | BC | 3.231856784456127 | | C | 2.1167942702613214 | | D | 1.4611849920362354 | | F | 1.498930264084377 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 541 ### same Season true ### historical Range * 3.5851063829787235 * 3.767857142857143 ### backtest #### terms 7 #### gpa Error 0.10788396946176253 #### mix Error 9.05740142369271