# EPD 619: Fostering and Leading Innovation | UW–Madison [View on UW Courses](https://uwcourses.com/courses/EPD_619) ## 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 678d0e6252cdc4f241c425bf8f666c4543113949fa3e660eb5ae4e8ac89a3f42 ### course id EPD 619 ### course uid course\_968fd651835e1f87bb819bc8 ### catalog version id 119adf806ecc83aac2f59822aabc243cb76cdb2553e916d8d1902268a36b7ae2 ### course number 619 ### subjects * EPD ### title FOSTERING AND LEADING INNOVATION ### description Learn to develop vision, culture, and practices that value and drive innovation within engineering and technical organizations. Grow your ability to build an enterprise that values, pursues, and delivers innovative technical services and products. ### requirements text Graduate/professional standing. Not open to students with credit forE P D 708. ### credits min 3 ### credits max 3 ### credit offering ids * 1272:348:025350 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 5e70d3acece8919d04ae7690a88e12d86e740436529fb88fadcd394d23a9c343 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary EPD 619 teaches fostering and leading innovation by developing vision and culture within engineering and technical organizations. ### llm topics * Innovation vision and culture * Engineering and technical organizations * Innovative technical services and products ### llm skills * Developing vision and culture for innovation * Building enterprises for innovative technical services ### llm assumed background None recorded. ### llm search phrases * engineering innovation leadership * technical organization culture * enterprise innovation practices ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash f89e6b871dbf7253e72bbfc821c834e0e9f157ca330cb8a83cfee01fc2e5f690 #### course id EPD 619 #### current instructors ```json [ { "instructor_uid": "instructor_33a0859c7c571d8c94e6bf62", "message": "No course-specific reviews available", "name": "Dennis Smith", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "EPD 619", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "source_record": { "entity_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "EPD 619", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "source_record": { "entity_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "EPD 619", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "source_record": { "entity_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2022: 4.00 GPA, 100.0% A/AB (n=26 letter grades); Fall 2023: 4.00 GPA, 100.0% A/AB (n=17 letter grades); Fall 2025: 3.84 GPA, 93.8% A/AB (n=16 letter grades). Includes jointly taught sections." } ] }, { "instructor_uid": "instructor_ea97961aff953241f91348a8", "message": "No course-specific reviews available", "name": "Travis Aion", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "EPD 619", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "source_record": { "entity_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "EPD 619", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "source_record": { "entity_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2024: 3.87 GPA, 94.7% A/AB (n=19 letter grades); Fall 2025: 3.84 GPA, 93.8% A/AB (n=16 letter grades). Includes jointly taught sections." } ] } ] ``` #### 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 — Fall 2023: 4.00 GPA, 100.0% A/AB (n=17 letter grades); Fall 2024: 3.87 GPA, 94.7% A/AB (n=19 letter grades); Fall 2025: 3.84 GPA, 93.8% A/AB (n=16 letter grades). ```json { "citations": [ { "course_id": "EPD 619", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "EPD 619", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "EPD 619", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "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 DENNIS SMITH is recorded teaching in Fall 2021, Fall 2022, Fall 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "EPD 619", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "source_record": { "entity_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "EPD 619", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "source_record": { "entity_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "EPD 619", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "source_record": { "entity_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "EPD 619", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "source_record": { "entity_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` TRAVIS AION is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "EPD 619", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "source_record": { "entity_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "EPD 619", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "source_record": { "entity_id": "a300b427-cf73-308c-afb9-75a56e315ed8", "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": [ "n1", "n2" ], "condition": null, "course": null, "evidence": "Graduate/professional standing. Not open to students with credit forE P D 708.", "id": "root", "kind": "all" }, { "children": [], "condition": "Graduate/professional standing.", "course": null, "evidence": "Graduate/professional standing.", "id": "n1", "kind": "condition" }, { "children": [ "n3" ], "condition": null, "course": null, "evidence": "Not open to students with credit forE P D 708.", "id": "n2", "kind": "not" }, { "children": [], "condition": null, "course": { "course_number": 708, "minimum_grade": null, "subjects": [ "EPD" ], "timing": "prior" }, "evidence": "credit forE P D 708.", "id": "n3", "kind": "course" } ] ``` #### notes None recorded. #### root root #### status parsed ### instructors | instructor\_uid | source | source\_instructor\_id | identity\_basis | identity\_status | name | email | first\_observed\_at | last\_observed\_at | instructor\_url | | ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ------------ | ------------------ | -------------------------------- | -------------------------------- | -------------------------- | | instructor\_33a0859c7c571d8c94e6bf62 | enrollment | dsmith69 | netid | source\_identified | Dennis Smith | DSMITH69\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/DENNIS\_SMITH | | instructor\_ea97961aff953241f91348a8 | enrollment | aion | netid | source\_identified | Travis Aion | AION\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/TRAVIS\_AION | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:348:025350", "course_id": "EPD 619", "course_uid": "course_968fd651835e1f87bb819bc8", "term_id": "1272", "source_course_id": "025350", "source_subject_id": "348", "title": "Fostering and Leading Innovation", "credits_min": 3, "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:1272:20570", "term_id": "1272", "source_section_id": "20570", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Online Only", "capacity": 22, "enrolled": 10, "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_f6bd67a845cf57dd62260cf2", "source": "madgrades", "source_instructor_id": "596560", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PHILIP GREENWOOD", "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, "difficulty": 2.75, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:1098039", "source_url": "https://www.ratemyprofessors.com/professor/1098039", "match_basis": "exact_name", "observed_at": "2026-09-07 16:11:53.394829+00:00", "courses": { "course_711e0eb5a0b86ceeefd6dd86": { "review_count": 3, "quality": 4, "difficulty": 2, "quality_count": 3, "difficulty_count": 3 }, "course_603c6927e30b4643e964b920": { "review_count": 4, "quality": 3.75, "difficulty": 3.5, "quality_count": 4, "difficulty_count": 4 }, "course_ba431ca9abcfcac1bac9b4e0": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.756918416818997, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.813, "graded": 3778, "counts": [ 2591, 1018, 139, 18, 8, 1, 3 ], "sections": 114 }, "instructor_url": "/instructors/PHILIP_GREENWOOD--instructor_f6bd67a845cf57dd62260cf2" }, { "instructor_uid": "instructor_2f7fe8a2cf1f176a23a60b88", "source": "madgrades", "source_instructor_id": "6242097", "identity_basis": "source_id", "identity_status": "source_identified", "name": "THOMAS HEFFNER", "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": 3.979, "graded": 71, "counts": [ 69, 1, 1, 0, 0, 0, 0 ], "sections": 3 }, "instructor_url": "/instructors/THOMAS_HEFFNER" }, { "instructor_uid": "instructor_2e1b2cfc9f6a96278985ac9c", "source": "madgrades", "source_instructor_id": "6317086", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DENNIS SMITH", "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": 3.952, "graded": 83, "counts": [ 77, 4, 2, 0, 0, 0, 0 ], "sections": 4 }, "instructor_url": "/instructors/DENNIS_SMITH--instructor_2e1b2cfc9f6a96278985ac9c" }, { "instructor_uid": "instructor_f744d3c59b049c1e324844b9", "source": "madgrades", "source_instructor_id": "6306740", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HEATHER SMITH", "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": 3.829, "graded": 659, "counts": [ 494, 127, 29, 4, 3, 0, 2 ], "sections": 37 }, "instructor_url": "/instructors/HEATHER_SMITH--instructor_f744d3c59b049c1e324844b9" }, { "instructor_uid": "instructor_fa2e6cdf40e05b0999ce1c5d", "source": "madgrades", "source_instructor_id": "6687322", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TRAVIS AION", "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": 3.857, "graded": 35, "counts": [ 27, 6, 2, 0, 0, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/TRAVIS_AION--instructor_fa2e6cdf40e05b0999ce1c5d" }, { "instructor_uid": "instructor_33a0859c7c571d8c94e6bf62", "source": "enrollment", "source_instructor_id": "dsmith69", "identity_basis": "netid", "identity_status": "source_identified", "name": "Dennis Smith", "email": "DSMITH69@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/DENNIS_SMITH" }, { "instructor_uid": "instructor_ea97961aff953241f91348a8", "source": "enrollment", "source_instructor_id": "aion", "identity_basis": "netid", "identity_status": "source_identified", "name": "Travis Aion", "email": "AION@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/TRAVIS_AION" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 619", "course_uid": "course_968fd651835e1f87bb819bc8", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "PHILIP GREENWOOD" ], "a": 29, "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": 30, "source_aliases": [ "EPD 619" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 619", "course_uid": "course_968fd651835e1f87bb819bc8", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "THOMAS HEFFNER" ], "a": 21, "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": 21, "source_aliases": [ "EPD 619" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 619", "course_uid": "course_968fd651835e1f87bb819bc8", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Dennis Smith", "THOMAS HEFFNER" ], "a": 22, "ab": 1, "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": 24, "source_aliases": [ "EPD 619" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 619", "course_uid": "course_968fd651835e1f87bb819bc8", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Dennis Smith", "THOMAS HEFFNER" ], "a": 26, "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": 26, "source_aliases": [ "EPD 619" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 619", "course_uid": "course_968fd651835e1f87bb819bc8", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Dennis Smith", "Heather Smith" ], "a": 17, "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": 17, "source_aliases": [ "EPD 619" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 619", "course_uid": "course_968fd651835e1f87bb819bc8", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Heather Smith", "Travis Aion" ], "a": 15, "ab": 3, "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": 19, "source_aliases": [ "EPD 619" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 619", "course_uid": "course_968fd651835e1f87bb819bc8", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Dennis Smith", "Heather Smith", "Travis Aion" ], "a": 12, "ab": 3, "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": 16, "source_aliases": [ "EPD 619" ] } ] ``` ### statistics #### gpa 3.954 #### graded 153 #### counts * 142 * 8 * 3 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_968fd651835e1f87bb819bc8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_968fd651835e1f87bb819bc8-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_968fd651835e1f87bb819bc8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_968fd651835e1f87bb819bc8-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_968fd651835e1f87bb819bc8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_968fd651835e1f87bb819bc8-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_968fd651835e1f87bb819bc8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_968fd651835e1f87bb819bc8-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.954248366013072 #### count 153 #### university ##### size 3220 ##### gpa Percentile 84 ##### count Percentile 55 ##### median Count 131 ##### 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 | 7 | false | | 2.8–3.2 | 192 | false | | 3.2–3.6 | 812 | false | | 3.6–4.0 | 2209 | true | #### departments ```json [ { "subject": "EPD", "comparison": { "size": 24, "gpaPercentile": 91, "countPercentile": 91, "medianCount": 52, "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": 22, "current": true } ] } } ] ``` ### terms #### 1202 ##### term 1202 ##### gpa 3.9833333333333334 ##### count 30 ##### university ###### size 1102 ###### gpa Percentile 95 ###### count Percentile 0 ###### 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 | subject | comparison | | ------- | ---------- | | EPD | | #### 1212 ##### term 1212 ##### gpa 4 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1222 ##### term 1222 ##### gpa 3.9375 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1232 ##### term 1232 ##### gpa 4 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1242 ##### term 1242 ##### gpa 4 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1252 ##### term 1252 ##### gpa 3.8684210526315788 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1262 ##### term 1262 ##### gpa 3.84375 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | ### benchmarks #### all ##### school ###### size 3220 ###### gpa 3.6887830382500986 ###### top Share 83.75346055650121 ###### count 131 ##### EPD ###### size 24 ###### gpa 3.8068325390592914 ###### top Share 93.03018905251999 ###### count 52 #### terms ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ##### 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_2e1b2cfc9f6a96278985ac9c", "name": "DENNIS SMITH", "count": 83, "terms": [ { "term": "1222", "count": 24, "sections": 1, "gpa": 3.9375 }, { "term": "1232", "count": 26, "sections": 1, "gpa": 4 }, { "term": "1242", "count": 17, "sections": 1, "gpa": 4 }, { "term": "1262", "count": 16, "sections": 1, "gpa": 3.84375 } ] }, { "uid": "instructor_2f7fe8a2cf1f176a23a60b88", "name": "THOMAS HEFFNER", "count": 71, "terms": [ { "term": "1212", "count": 21, "sections": 1, "gpa": 4 }, { "term": "1222", "count": 24, "sections": 1, "gpa": 3.9375 }, { "term": "1232", "count": 26, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_f744d3c59b049c1e324844b9", "name": "HEATHER SMITH", "count": 52, "terms": [ { "term": "1242", "count": 17, "sections": 1, "gpa": 4 }, { "term": "1252", "count": 19, "sections": 1, "gpa": 3.8684210526315788 }, { "term": "1262", "count": 16, "sections": 1, "gpa": 3.84375 } ] }, { "uid": "instructor_fa2e6cdf40e05b0999ce1c5d", "name": "TRAVIS AION", "count": 35, "terms": [ { "term": "1252", "count": 19, "sections": 1, "gpa": 3.8684210526315788 }, { "term": "1262", "count": 16, "sections": 1, "gpa": 3.84375 } ] }, { "uid": "instructor_f6bd67a845cf57dd62260cf2", "name": "PHILIP GREENWOOD", "count": 30, "terms": [ { "term": "1202", "count": 30, "sections": 1, "gpa": 3.9833333333333334 } ] } ] ``` ## following None recorded.