# EPD 654: Teaching in Science and Engineering | UW–Madison [View on UW Courses](https://uwcourses.com/courses/EPD_654) ## 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 46112436608afed22796ae2af7d0683da0de40528df94ecb7e6abdedec32ce8c ### course id EPD 654 ### course uid course\_7efaeaa25303ae4e9def4e29 ### catalog version id b78a0fdd904e45c1ab3c162f4bf29a9b9eaccc2c04f28d2509fe0c55e9630c3f ### course number 654 ### subjects * EPD ### title TEACHING IN SCIENCE AND ENGINEERING ### description Introduction to teaching and learning in science and engineering at the college level. Includes exploration of the learning process, teaching methodology, assessment strategies, course design, teaching philosophies, and careers in education, science, and engineering. ### requirements text Graduate/professional standing ### credits min 2 ### credits max 3 ### credit offering ids * 1272:348:021324 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 6eb1d75187bf0eaa77b46e86f35bb9e0d1d001615eb1d688dfef1757c93b5be6 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary EPD 654 introduces teaching and learning in science and engineering at the college level, covering methodology, assessment, and course design. ### llm topics * Learning process * Teaching methodology * Assessment strategies * Course design * Teaching philosophies * Careers in education, science, and engineering ### llm skills * Understanding the learning process * Teaching methodology * Assessment strategies * Course design * Teaching philosophies ### llm assumed background None recorded. ### llm search phrases * science teaching methods * engineering education * college level teaching * course design STEM * teaching philosophy ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 59c0a2cf1c6e7bcab23859eed830ce864eef1d9ef75da49de659f9b99e7b973f #### course id EPD 654 #### current instructors ```json [ { "instructor_uid": "instructor_e1e6e1c4a1d8bd59c7ca238a", "message": "No course-specific reviews available", "name": "Mitchell Nathan", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "EPD 654", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "57f200a9-ad1e-38a7-b43d-a7ab72ee1b74", "source_record": { "entity_id": "57f200a9-ad1e-38a7-b43d-a7ab72ee1b74", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "EPD 654", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "57f200a9-ad1e-38a7-b43d-a7ab72ee1b74", "source_record": { "entity_id": "57f200a9-ad1e-38a7-b43d-a7ab72ee1b74", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "EPD 654", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "57f200a9-ad1e-38a7-b43d-a7ab72ee1b74", "source_record": { "entity_id": "57f200a9-ad1e-38a7-b43d-a7ab72ee1b74", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Spring 2020: 4.00 GPA, 100.0% A/AB (n=13 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=8 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=13 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 2020: 4.00 GPA, 100.0% A/AB (n=13 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=8 letter grades); Fall 2025: 3.98 GPA, 100.0% A/AB (n=33 letter grades). ```json { "citations": [ { "course_id": "EPD 654", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "57f200a9-ad1e-38a7-b43d-a7ab72ee1b74", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "EPD 654", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "57f200a9-ad1e-38a7-b43d-a7ab72ee1b74", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "EPD 654", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "57f200a9-ad1e-38a7-b43d-a7ab72ee1b74", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history MITCHELL J NATHAN is recorded teaching in Fall 2006, Fall 2008, Fall 2013, Spring 2020, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "EPD 654", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "57f200a9-ad1e-38a7-b43d-a7ab72ee1b74", "source_record": { "entity_id": "57f200a9-ad1e-38a7-b43d-a7ab72ee1b74", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1072", "type": "grade" }, { "course_id": "EPD 654", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "57f200a9-ad1e-38a7-b43d-a7ab72ee1b74", "source_record": { "entity_id": "57f200a9-ad1e-38a7-b43d-a7ab72ee1b74", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1092", "type": "grade" }, { "course_id": "EPD 654", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "57f200a9-ad1e-38a7-b43d-a7ab72ee1b74", "source_record": { "entity_id": "57f200a9-ad1e-38a7-b43d-a7ab72ee1b74", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "EPD 654", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "57f200a9-ad1e-38a7-b43d-a7ab72ee1b74", "source_record": { "entity_id": "57f200a9-ad1e-38a7-b43d-a7ab72ee1b74", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "EPD 654", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "57f200a9-ad1e-38a7-b43d-a7ab72ee1b74", "source_record": { "entity_id": "57f200a9-ad1e-38a7-b43d-a7ab72ee1b74", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "EPD 654", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "57f200a9-ad1e-38a7-b43d-a7ab72ee1b74", "source_record": { "entity_id": "57f200a9-ad1e-38a7-b43d-a7ab72ee1b74", "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": "Graduate/professional standing", "course": null, "evidence": "Graduate/professional standing", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors | instructor\_uid | source | source\_instructor\_id | identity\_basis | identity\_status | name | email | first\_observed\_at | last\_observed\_at | instructor\_url | | ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | --------------- | ----------------- | -------------------------------- | -------------------------------- | ----------------------------- | | instructor\_e1e6e1c4a1d8bd59c7ca238a | enrollment | mnathan | netid | source\_identified | Mitchell Nathan | MNATHAN\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/MITCHELL\_NATHAN | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:348:021324", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1272", "source_course_id": "021324", "source_subject_id": "348", "title": "Teaching in Science and Engineering", "credits_min": 2, "credits_max": 3, "typically_offered": "Not Applicable" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:30481", "term_id": "1272", "source_section_id": "30481", "identity_basis": "class_number", "section_number": "001", "section_type": "SEM", "instruction_mode": "Classroom Instruction", "capacity": 20, "enrolled": 18, "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_4bf9288baaa9f0c0af68ee31", "source": "madgrades", "source_instructor_id": "3801098", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MITCHELL J NATHAN", "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": 3.885, "graded": 585, "counts": [ 481, 80, 21, 2, 0, 1, 0 ], "sections": 126 }, "instructor_url": "/instructors/MITCHELL_J_NATHAN--instructor_4bf9288baaa9f0c0af68ee31" }, { "instructor_uid": "instructor_59b1ce00e3a0478c4b718ee2", "source": "madgrades", "source_instructor_id": "913678", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CRAIG ANDERSON", "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": 3.612, "graded": 233, "counts": [ 118, 75, 27, 8, 1, 4, 0 ], "sections": 5 }, "instructor_url": "/instructors/CRAIG_ANDERSON--instructor_59b1ce00e3a0478c4b718ee2" }, { "instructor_uid": "instructor_6408e9a70de0b8041c4d413e", "source": "madgrades", "source_instructor_id": "256006", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SANDRA COURTER", "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": 4, "graded": 14, "counts": [ 14, 0, 0, 0, 0, 0, 0 ], "sections": 9 }, "instructor_url": "/instructors/SANDRA_COURTER--instructor_6408e9a70de0b8041c4d413e" }, { "instructor_uid": "instructor_fea56ae0bd592e1ca34a682d", "source": "madgrades", "source_instructor_id": "1076688", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHEL WATTIAUX", "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": 3.478, "graded": 673, "counts": [ 343, 115, 123, 51, 29, 12, 0 ], "sections": 166 }, "instructor_url": "/instructors/MICHEL_WATTIAUX--instructor_fea56ae0bd592e1ca34a682d" }, { "instructor_uid": "instructor_5547e51dbd6971d1b1bf9f10", "source": "madgrades", "source_instructor_id": "275007", "identity_basis": "source_id", "identity_status": "source_identified", "name": "NICK BALSTER", "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": 64, "quality": 3.2, "difficulty": 3.45, "quality_count": 64, "difficulty_count": 64, "profile_id": "rmp:262714", "source_url": "https://www.ratemyprofessors.com/professor/262714", "match_basis": "exact_name", "observed_at": "2026-09-07 16:14:06.113894+00:00", "courses": { "course_0d4cf169ef7d2f1437b00cb6": { "review_count": 2, "quality": 5, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 }, "course_04ccf69fb33982ff8a62a49f": { "review_count": 6, "quality": 2, "difficulty": 3.5, "quality_count": 6, "difficulty_count": 6 } }, "bayesian_quality": 3.309448996082523, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.022, "graded": 2481, "counts": [ 811, 443, 461, 234, 295, 144, 93 ], "sections": 165 }, "instructor_url": "/instructors/NICK_BALSTER--instructor_5547e51dbd6971d1b1bf9f10" }, { "instructor_uid": "instructor_6cf6a5de548a60871db7b33e", "source": "madgrades", "source_instructor_id": "4385501", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ALAN WOLF", "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": 4, "graded": 6, "counts": [ 6, 0, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/ALAN_WOLF" }, { "instructor_uid": "instructor_b471e3e75e4fc56a3af9c106", "source": "madgrades", "source_instructor_id": "289565", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KENNETH WALZ", "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": 3.976, "graded": 21, "counts": [ 20, 1, 0, 0, 0, 0, 0 ], "sections": 5 }, "instructor_url": "/instructors/KENNETH_WALZ" }, { "instructor_uid": "instructor_35e05b1c0b25bf6f096766a3", "source": "madgrades", "source_instructor_id": "611948", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BRIAN FREDRICK MANSKE", "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": 4, "graded": 22, "counts": [ 22, 0, 0, 0, 0, 0, 0 ], "sections": 7 }, "instructor_url": "/instructors/BRIAN_FREDRICK_MANSKE--instructor_35e05b1c0b25bf6f096766a3" }, { "instructor_uid": "instructor_bb59470a0a81f9462b7a6d12", "source": "madgrades", "source_instructor_id": "2600275", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JOHN WRIGHT", "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": 10, "quality": 2.2, "difficulty": 4.1, "quality_count": 10, "difficulty_count": 10, "profile_id": "rmp:1215728", "source_url": "https://www.ratemyprofessors.com/professor/1215728", "match_basis": "exact_name", "observed_at": "2026-09-07 16:30:56.679613+00:00", "courses": { "course_a7668536d1e53aaa1b329b21": { "review_count": 10, "quality": 2.2, "difficulty": 4.1, "quality_count": 10, "difficulty_count": 10 } }, "bayesian_quality": 3.1731238556977304, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.294, "graded": 361, "counts": [ 118, 94, 85, 32, 24, 5, 3 ], "sections": 64 }, "instructor_url": "/instructors/JOHN_WRIGHT--instructor_bb59470a0a81f9462b7a6d12" }, { "instructor_uid": "instructor_483fe88be7772000aa9fe1bd", "source": "madgrades", "source_instructor_id": "3264301", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JESSICA MAHER", "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": 3.996, "graded": 116, "counts": [ 115, 1, 0, 0, 0, 0, 0 ], "sections": 37 }, "instructor_url": "/instructors/JESSICA_MAHER--instructor_483fe88be7772000aa9fe1bd" }, { "instructor_uid": "instructor_00a0c4fad8d00e06b2f21b4d", "source": "madgrades", "source_instructor_id": "3949361", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DANTE FRATTA", "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": 12, "quality": 4.67, "difficulty": 2.92, "quality_count": 12, "difficulty_count": 12, "profile_id": "rmp:1136170", "source_url": "https://www.ratemyprofessors.com/professor/1136170", "match_basis": "exact_name", "observed_at": "2026-09-07 16:45:32.166817+00:00", "courses": { "course_1a52ab5f7d05824d6e0a5e52": { "review_count": 3, "quality": 5, "difficulty": 2.67, "quality_count": 3, "difficulty_count": 3 }, "course_5dd9c3f7056db15fb38cedcb": { "review_count": 2, "quality": 5, "difficulty": 1.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 4.038553614716622, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.271, "graded": 2028, "counts": [ 812, 338, 423, 210, 175, 59, 11 ], "sections": 206 }, "instructor_url": "/instructors/DANTE_FRATTA--instructor_00a0c4fad8d00e06b2f21b4d" }, { "instructor_uid": "instructor_726503f117115136d712fa3f", "source": "madgrades", "source_instructor_id": "5100733", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ROSEMARY RUSS", "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": 3, "quality": 5, "difficulty": 2, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:1849272", "source_url": "https://www.ratemyprofessors.com/professor/1849272", "match_basis": "exact_name", "observed_at": "2026-09-07 16:09:02.345341+00:00", "courses": { "course_2129a3fbf2e9cfe824a63ff1": { "review_count": 2, "quality": 5, "difficulty": 2, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.8345093769970395, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.929, "graded": 604, "counts": [ 538, 49, 14, 3, 0, 0, 0 ], "sections": 57 }, "instructor_url": "/instructors/ROSEMARY_RUSS--instructor_726503f117115136d712fa3f" }, { "instructor_uid": "instructor_88e14e33097577d69888160a", "source": "madgrades", "source_instructor_id": "4310416", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANKUR DESAI", "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": 4.62, "difficulty": 2.25, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:1262870", "source_url": "https://www.ratemyprofessors.com/professor/1262870", "match_basis": "exact_name", "observed_at": "2026-09-07 16:55:01.147610+00:00", "courses": {}, "bayesian_quality": 3.9340612739618543, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.746, "graded": 811, "counts": [ 572, 126, 83, 20, 4, 2, 4 ], "sections": 117 }, "instructor_url": "/instructors/ANKUR_DESAI--instructor_88e14e33097577d69888160a" }, { "instructor_uid": "instructor_e1e6e1c4a1d8bd59c7ca238a", "source": "enrollment", "source_instructor_id": "mnathan", "identity_basis": "netid", "identity_status": "source_identified", "name": "Mitchell Nathan", "email": "MNATHAN@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/MITCHELL_NATHAN" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "CRAIG ANDERSON", "Michel Wattiaux", "Mitchell Nathan", "SANDRA COURTER" ], "a": 8, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 8, "source_aliases": [ "EPD 654" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "ALAN WOLF", "KENNETH WALZ", "Nick Balster", "SANDRA COURTER" ], "a": 11, "ab": 1, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 12, "source_aliases": [ "EPD 654" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1092", "term_name": "Fall 2008", "instructors": [ "Michel Wattiaux", "Mitchell Nathan", "SANDRA COURTER" ], "a": 9, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 9, "source_aliases": [ "EPD 654" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "KENNETH WALZ", "Nick Balster", "SANDRA COURTER" ], "a": 8, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 8, "source_aliases": [ "EPD 654" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1112", "term_name": "Fall 2010", "instructors": [ "BRIAN FREDRICK MANSKE", "John Wright" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "EPD 654" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1122", "term_name": "Fall 2011", "instructors": [ "KENNETH WALZ", "Nick Balster" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "EPD 654" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "SANDRA COURTER" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "EPD 654" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "Mitchell Nathan" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "EPD 654" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "Nick Balster" ], "a": 6, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 6, "source_aliases": [ "EPD 654" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "Jessica Maher" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "EPD 654" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "Dante Fratta", "Jessica Maher", "Nick Balster" ], "a": 11, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 11, "source_aliases": [ "EPD 654" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "Rosemary Russ" ], "a": 7, "ab": 1, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 8, "source_aliases": [ "EPD 654" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "Nick Balster" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "EPD 654" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "Rosemary Russ" ], "a": 13, "ab": 0, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 14, "source_aliases": [ "EPD 654" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "Nick Balster" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "EPD 654" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Rosemary Russ" ], "a": 10, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 10, "source_aliases": [ "EPD 654" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "Dante Fratta", "Nick Balster" ], "a": 9, "ab": 0, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 10, "source_aliases": [ "EPD 654" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "Ankur Desai", "Rosemary Russ" ], "a": 14, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 14, "source_aliases": [ "EPD 654" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Rosemary Russ" ], "a": 8, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 8, "source_aliases": [ "EPD 654" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "Mitchell Nathan" ], "a": 13, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 13, "source_aliases": [ "EPD 654" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Mitchell Nathan" ], "a": 8, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 8, "source_aliases": [ "EPD 654" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 654", "course_uid": "course_7efaeaa25303ae4e9def4e29", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Mitchell Nathan", "Rosemary Russ" ], "a": 32, "ab": 1, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 33, "source_aliases": [ "EPD 654" ] } ] ``` ### statistics #### gpa 3.98 #### graded 172 #### counts * 167 * 3 * 2 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_7efaeaa25303ae4e9def4e29-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_7efaeaa25303ae4e9def4e29-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_7efaeaa25303ae4e9def4e29-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_7efaeaa25303ae4e9def4e29-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_7efaeaa25303ae4e9def4e29-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_7efaeaa25303ae4e9def4e29-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_7efaeaa25303ae4e9def4e29-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_7efaeaa25303ae4e9def4e29-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.979651162790698 #### count 172 #### university ##### size 4742 ##### gpa Percentile 92 ##### count Percentile 50 ##### median Count 173 ##### 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 | 16 | false | | 2.8–3.2 | 380 | false | | 3.2–3.6 | 1428 | false | | 3.6–4.0 | 2918 | true | #### departments ```json [ { "subject": "EPD", "comparison": { "size": 24, "gpaPercentile": 87, "countPercentile": 70, "medianCount": 94.5, "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": 4, "current": false }, { "range": "3.6–4.0", "count": 20, "current": true } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 4 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1082 ##### term 1082 ##### gpa 3.9583333333333335 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1092 ##### term 1092 ##### gpa 4 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1102 ##### term 1102 ##### gpa 4 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1144 ##### term 1144 ##### gpa 4 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1154 ##### term 1154 ##### gpa 4 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1162 ##### term 1162 ##### gpa 3.9375 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1172 ##### term 1172 ##### gpa 3.9285714285714284 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1182 ##### term 1182 ##### gpa 4 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1184 ##### term 1184 ##### gpa 3.9 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1194 ##### term 1194 ##### gpa 4 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1202 ##### term 1202 ##### gpa 4 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1204 ##### term 1204 ##### gpa 4 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1252 ##### term 1252 ##### gpa 4 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1262 ##### term 1262 ##### gpa 3.984848484848485 ##### count 33 ##### university ###### size 1320 ###### gpa Percentile 93 ###### count Percentile 7 ###### 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 | subject | comparison | | ------- | ---------- | | EPD | | ### benchmarks #### all ##### school ###### size 4742 ###### gpa 3.646348733768715 ###### top Share 80.9821219642192 ###### count 173 ##### EPD ###### size 24 ###### gpa 3.841042142649877 ###### top Share 92.68027730182074 ###### count 94.5 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### 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 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ## instructor Trends ```json [ { "uid": "instructor_726503f117115136d712fa3f", "name": "ROSEMARY RUSS", "count": 74, "terms": [ { "term": "1162", "count": 8, "sections": 1, "gpa": 3.9375 }, { "term": "1172", "count": 14, "sections": 1, "gpa": 3.9285714285714284 }, { "term": "1182", "count": 10, "sections": 1, "gpa": 4 }, { "term": "1194", "count": 14, "sections": 1, "gpa": 4 }, { "term": "1202", "count": 8, "sections": 1, "gpa": 4 }, { "term": "1262", "count": 20, "sections": 1, "gpa": 3.975 } ] }, { "uid": "instructor_4bf9288baaa9f0c0af68ee31", "name": "MITCHELL J NATHAN", "count": 43, "terms": [ { "term": "1092", "count": 9, "sections": 1, "gpa": 4 }, { "term": "1204", "count": 13, "sections": 1, "gpa": 4 }, { "term": "1252", "count": 8, "sections": 1, "gpa": 4 }, { "term": "1262", "count": 13, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_00a0c4fad8d00e06b2f21b4d", "name": "DANTE FRATTA", "count": 21, "terms": [ { "term": "1154", "count": 11, "sections": 1, "gpa": 4 }, { "term": "1184", "count": 10, "sections": 1, "gpa": 3.9 } ] }, { "uid": "instructor_5547e51dbd6971d1b1bf9f10", "name": "NICK BALSTER", "count": 20, "terms": [ { "term": "1082", "count": 6, "sections": 1, "gpa": 3.9166666666666665 }, { "term": "1102", "count": 8, "sections": 1, "gpa": 4 }, { "term": "1144", "count": 6, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_6408e9a70de0b8041c4d413e", "name": "SANDRA COURTER", "count": 14, "terms": [ { "term": "1072", "count": 8, "sections": 1, "gpa": 4 }, { "term": "1082", "count": 6, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_88e14e33097577d69888160a", "name": "ANKUR DESAI", "count": 14, "terms": [ { "term": "1194", "count": 14, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_b471e3e75e4fc56a3af9c106", "name": "KENNETH WALZ", "count": 14, "terms": [ { "term": "1082", "count": 6, "sections": 1, "gpa": 3.9166666666666665 }, { "term": "1102", "count": 8, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_483fe88be7772000aa9fe1bd", "name": "JESSICA MAHER", "count": 11, "terms": [ { "term": "1154", "count": 11, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_fea56ae0bd592e1ca34a682d", "name": "MICHEL WATTIAUX", "count": 9, "terms": [ { "term": "1092", "count": 9, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_6cf6a5de548a60871db7b33e", "name": "ALAN WOLF", "count": 6, "terms": [ { "term": "1082", "count": 6, "sections": 1, "gpa": 4 } ] } ] ``` ## following None recorded.