# EPD 610: Engineering Analysis for Decision Making | UW–Madison [View on UW Courses](https://uwcourses.com/courses/EPD_610) ## 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 c2c48d6acfd0cb9fdad6366bb872a8d42e5de48e3fd662b940f3655a0c752d7c ### course id EPD 610 ### course uid course\_9b2b04b8fd86f219b149592b ### catalog version id e0250572358503ded6b3b077003c9fba505483462c5ced729a059f51f084e5ab ### course number 610 ### subjects * EPD ### title ENGINEERING ANALYSIS FOR DECISION MAKING ### description Quantitative and qualitative analysis and visualization tools. Structured decision-making methodology for engineering applications such as variations in materials and production, process control, forecasting and executive decision making. Facilitate persuasive problem-solving and decision making in engineering applications. Builds on foundational knowledge of statistics. ### requirements text Graduate/professional standing or declared in Capstone Certificate in Applied Engineering Management ### credits min 3 ### credits max 3 ### credit offering ids * 1272:348:026288 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id b9b2fb31d56f8bce0b03ba56ebc68bb8b597a268221e5020cc910a8674a1cdf8 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary EPD 610 teaches quantitative and qualitative analysis, visualization, and structured decision-making methodologies for engineering applications. ### llm topics * Materials variations, production, process control, and forecasting * Engineering applications ### llm skills * Quantitative and qualitative analysis and visualization * Structured decision-making methodology * Persuasive problem-solving and decision making ### llm assumed background * Foundational knowledge of statistics ### llm search phrases * engineering analysis decision making * quantitative qualitative analysis visualization * structured decision-making methodology * process control forecasting * persuasive problem-solving engineering ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 78a361b9eb905670fbf6b9c1bbb89c17e9436910d64aee5191be96817f78ec3b #### course id EPD 610 #### current instructors ```json [ { "instructor_uid": "instructor_fa8b4e0ed9b84afe048b622a", "message": "No course-specific reviews available", "name": "Raj Kamal", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "EPD 610", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "source_record": { "entity_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "EPD 610", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "source_record": { "entity_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "EPD 610", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "source_record": { "entity_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ], "text": "Recent recorded grades — Spring 2025: 3.62 GPA, 88.2% A/AB (n=17 letter grades); Fall 2025: 3.68 GPA, 90.9% A/AB (n=11 letter grades); Spring 2026: 3.65 GPA, 88.2% A/AB (n=17 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: 3.62 GPA, 88.2% A/AB (n=17 letter grades); Fall 2025: 3.68 GPA, 90.9% A/AB (n=11 letter grades); Spring 2026: 3.65 GPA, 88.2% A/AB (n=17 letter grades). ```json { "citations": [ { "course_id": "EPD 610", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "EPD 610", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "EPD 610", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "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 RAJ KAMAL is recorded teaching in Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "EPD 610", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "source_record": { "entity_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "EPD 610", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "source_record": { "entity_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "EPD 610", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "source_record": { "entity_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "EPD 610", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "source_record": { "entity_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "EPD 610", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "source_record": { "entity_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "EPD 610", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "source_record": { "entity_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "EPD 610", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "source_record": { "entity_id": "c91f2e06-7bf8-32f6-8ea1-39c6c63625a0", "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": [ "n1", "n2" ], "condition": null, "course": null, "evidence": "Graduate/professional standing or declared in Capstone Certificate in Applied Engineering Management", "id": "n0", "kind": "any" }, { "children": [], "condition": "Graduate/professional standing", "course": null, "evidence": "Graduate/professional standing or declared in Capstone Certificate in Applied Engineering Management", "id": "n1", "kind": "condition" }, { "children": [], "condition": "declared in Capstone Certificate in Applied Engineering Management", "course": null, "evidence": "Graduate/professional standing or declared in Capstone Certificate in Applied Engineering Management", "id": "n2", "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\_fa8b4e0ed9b84afe048b622a | enrollment | rkamal3 | netid | source\_identified | Raj Kamal | RKAMAL3\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/RAJ\_KAMAL | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:348:026288", "course_id": "EPD 610", "course_uid": "course_9b2b04b8fd86f219b149592b", "term_id": "1272", "source_course_id": "026288", "source_subject_id": "348", "title": "Engineering Analysis for Decision Making", "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:1272:27483", "term_id": "1272", "source_section_id": "27483", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Online Only", "capacity": 15, "enrolled": 11, "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_3632d252a72de3e7ee15b9d8", "source": "madgrades", "source_instructor_id": "6316321", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RAJ KAMAL", "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": 3.746, "graded": 437, "counts": [ 273, 118, 38, 6, 1, 1, 0 ], "sections": 21 }, "instructor_url": "/instructors/RAJ_KAMAL--instructor_3632d252a72de3e7ee15b9d8" }, { "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_fa8b4e0ed9b84afe048b622a", "source": "enrollment", "source_instructor_id": "rkamal3", "identity_basis": "netid", "identity_status": "source_identified", "name": "Raj Kamal", "email": "RKAMAL3@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/RAJ_KAMAL" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 610", "course_uid": "course_9b2b04b8fd86f219b149592b", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Raj Kamal" ], "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 610" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 610", "course_uid": "course_9b2b04b8fd86f219b149592b", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Heather Smith", "Raj Kamal" ], "a": 25, "ab": 3, "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": 28, "source_aliases": [ "EPD 610" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 610", "course_uid": "course_9b2b04b8fd86f219b149592b", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Heather Smith", "Raj Kamal" ], "a": 24, "ab": 7, "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": 32, "source_aliases": [ "EPD 610" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 610", "course_uid": "course_9b2b04b8fd86f219b149592b", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Raj Kamal" ], "a": 6, "ab": 7, "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 610" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 610", "course_uid": "course_9b2b04b8fd86f219b149592b", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Raj Kamal" ], "a": 10, "ab": 5, "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": 17, "source_aliases": [ "EPD 610" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 610", "course_uid": "course_9b2b04b8fd86f219b149592b", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Raj Kamal" ], "a": 5, "ab": 5, "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": 11, "source_aliases": [ "EPD 610" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EPD 610", "course_uid": "course_9b2b04b8fd86f219b149592b", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Raj Kamal" ], "a": 7, "ab": 8, "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": 17, "source_aliases": [ "EPD 610" ] } ] ``` ### statistics #### gpa 3.793 #### graded 133 #### counts * 90 * 35 * 7 * 0 * 0 * 1 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_9b2b04b8fd86f219b149592b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_9b2b04b8fd86f219b149592b-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_9b2b04b8fd86f219b149592b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_9b2b04b8fd86f219b149592b-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_9b2b04b8fd86f219b149592b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_9b2b04b8fd86f219b149592b-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_9b2b04b8fd86f219b149592b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_9b2b04b8fd86f219b149592b-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.793233082706767 #### count 133 #### university ##### size 3995 ##### gpa Percentile 55 ##### count Percentile 57 ##### median Count 109 ##### 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 | 12 | false | | 2.8–3.2 | 218 | false | | 3.2–3.6 | 990 | false | | 3.6–4.0 | 2775 | true | #### departments ```json [ { "subject": "EPD", "comparison": { "size": 21, "gpaPercentile": 30, "countPercentile": 90, "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": 1, "current": false }, { "range": "3.6–4.0", "count": 20, "current": true } ] } } ] ``` ### terms #### 1234 ##### term 1234 ##### gpa 3.9285714285714284 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1242 ##### term 1242 ##### gpa 3.9464285714285716 ##### count 28 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1244 ##### term 1244 ##### gpa 3.859375 ##### count 32 ##### university ###### size 1241 ###### gpa Percentile 76 ###### count Percentile 4 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 9 | false | | 2.8–3.2 | 151 | false | | 3.2–3.6 | 373 | false | | 3.6–4.0 | 706 | true | ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1252 ##### term 1252 ##### gpa 3.6785714285714284 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1254 ##### term 1254 ##### gpa 3.6176470588235294 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1262 ##### term 1262 ##### gpa 3.6818181818181817 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | #### 1264 ##### term 1264 ##### gpa 3.6470588235294117 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | EPD | | ### benchmarks #### all ##### school ###### size 3995 ###### gpa 3.6960460613921255 ###### top Share 84.09314614831455 ###### count 109 ##### EPD ###### size 21 ###### gpa 3.82484431564066 ###### top Share 92.9396679854083 ###### count 52 #### terms ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ## instructor Trends ```json [ { "uid": "instructor_3632d252a72de3e7ee15b9d8", "name": "RAJ KAMAL", "count": 133, "terms": [ { "term": "1234", "count": 14, "sections": 1, "gpa": 3.9285714285714284 }, { "term": "1242", "count": 28, "sections": 1, "gpa": 3.9464285714285716 }, { "term": "1244", "count": 32, "sections": 1, "gpa": 3.859375 }, { "term": "1252", "count": 14, "sections": 1, "gpa": 3.6785714285714284 }, { "term": "1254", "count": 17, "sections": 1, "gpa": 3.6176470588235294 }, { "term": "1262", "count": 11, "sections": 1, "gpa": 3.6818181818181817 }, { "term": "1264", "count": 17, "sections": 1, "gpa": 3.6470588235294117 } ] }, { "uid": "instructor_f744d3c59b049c1e324844b9", "name": "HEATHER SMITH", "count": 60, "terms": [ { "term": "1242", "count": 28, "sections": 1, "gpa": 3.9464285714285716 }, { "term": "1244", "count": 32, "sections": 1, "gpa": 3.859375 } ] } ] ``` ## following None recorded.