# CIVENGR/GLE 421: Environmental Sustainability Engineering | UW–Madison [View on UW Courses](https://uwcourses.com/courses/CIVENGR_GLE_421) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T23:19:01.870283+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 44fe9b3727c26322c4b3ba187b3a45de87759080d5123c8374a7962bb7075061 ### course id CIVENGR/GLE 421 ### course uid course\_7e3ee4ef97dc75dd3ddd23bc ### catalog version id cadb2ff42e82fbd31c0b920e874bdb7daccf331076abda57b5c0377b36279310 ### course number 421 ### subjects * CIVENGR * GLE ### title ENVIRONMENTAL SUSTAINABILITY ENGINEERING ### description Uses the three paradigms of sustainability (environmental, social, and economic) for strategic environmental initiatives in an engineering setting. Proactive environmental management opportunities, including practices of pollution prevention, industrial ecology, and design for the environment. A systems approach to manufacturing, examining the life cycle of products, incorporating total cost accounting, extended producer responsibility, and design for end-of-life. ### requirements text (MATH 217 or221) and (CHEM 104or109), or graduate/professional standing or member of Engineering Guest Students ### credits min 3 ### credits max 3 ### credit offering ids * 1272:240:024682 * 1272:418:024682 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 24b24d3da654898c5be382bfda276ffe45a45b8c1741f932526c998baa3666df ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary CIVENGR/GLE 421 ENVIRONMENTAL SUSTAINABILITY ENGINEERING applies sustainability paradigms to strategic environmental initiatives and manufacturing systems. ### llm topics * Sustainability paradigms * Pollution prevention and industrial ecology * Product life cycle and extended producer responsibility ### llm skills * Strategic environmental initiative planning * Life cycle product analysis * Total cost accounting and end-of-life design ### llm assumed background * Engineering context and sustainability paradigms * Environmental management and industrial ecology * Systems approach to manufacturing and life cycle analysis * Calculus and General Chemistry ### llm search phrases * environmental sustainability engineering * industrial ecology * life cycle assessment * pollution prevention * design for environment * extended producer responsibility ### llm requirements status needs\_review ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash f280ba178fbf43939e32df8845186b16906c0e95f6c82b6b23dbddf4962237fa #### course id CIVENGR/GLE 421 #### current instructors ```json [ { "instructor_uid": "instructor_539e15163055bbb1305a0185", "message": "No course-specific reviews available", "name": "Andrea Hicks", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2352342", "summary": [ { "citations": [ { "course_id": "CIVENGR/GLE 421", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dd6ffe13-9509-3402-ae5f-8de9543df5f7", "source_record": { "entity_id": "dd6ffe13-9509-3402-ae5f-8de9543df5f7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "CIVENGR/GLE 421", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dd6ffe13-9509-3402-ae5f-8de9543df5f7", "source_record": { "entity_id": "dd6ffe13-9509-3402-ae5f-8de9543df5f7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "CIVENGR/GLE 421", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dd6ffe13-9509-3402-ae5f-8de9543df5f7", "source_record": { "entity_id": "dd6ffe13-9509-3402-ae5f-8de9543df5f7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ], "text": "Recent recorded grades — Fall 2022: 3.76 GPA, 90.9% A/AB (n=33 letter grades); Fall 2023: 3.68 GPA, 78.9% A/AB (n=38 letter grades); Fall 2024: 3.78 GPA, 86.7% A/AB (n=30 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 — Fall 2022: 3.76 GPA, 90.9% A/AB (n=33 letter grades); Fall 2023: 3.68 GPA, 78.9% A/AB (n=38 letter grades); Fall 2024: 3.78 GPA, 86.7% A/AB (n=30 letter grades). ```json { "citations": [ { "course_id": "CIVENGR/GLE 421", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "dd6ffe13-9509-3402-ae5f-8de9543df5f7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "CIVENGR/GLE 421", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "dd6ffe13-9509-3402-ae5f-8de9543df5f7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "CIVENGR/GLE 421", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "dd6ffe13-9509-3402-ae5f-8de9543df5f7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history ANDREA HICKS is recorded teaching in Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2022, Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "CIVENGR/GLE 421", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dd6ffe13-9509-3402-ae5f-8de9543df5f7", "source_record": { "entity_id": "dd6ffe13-9509-3402-ae5f-8de9543df5f7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "CIVENGR/GLE 421", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dd6ffe13-9509-3402-ae5f-8de9543df5f7", "source_record": { "entity_id": "dd6ffe13-9509-3402-ae5f-8de9543df5f7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "CIVENGR/GLE 421", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dd6ffe13-9509-3402-ae5f-8de9543df5f7", "source_record": { "entity_id": "dd6ffe13-9509-3402-ae5f-8de9543df5f7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "CIVENGR/GLE 421", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "dd6ffe13-9509-3402-ae5f-8de9543df5f7", "source_record": { "entity_id": "dd6ffe13-9509-3402-ae5f-8de9543df5f7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "CIVENGR/GLE 421", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dd6ffe13-9509-3402-ae5f-8de9543df5f7", "source_record": { "entity_id": "dd6ffe13-9509-3402-ae5f-8de9543df5f7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": 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"kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 109, "minimum_grade": null, "subjects": [ "CHEM" ], "timing": "prior" }, "evidence": "109", "id": "n7", "kind": "course" }, { "children": [], "condition": "graduate/professional standing", "course": null, "evidence": "graduate/professional standing", "id": "n8", "kind": "condition" }, { "children": [], "condition": "member of Engineering Guest Students", "course": null, "evidence": "member of Engineering Guest Students", "id": "n9", "kind": "condition" } ] ``` #### notes * MATH 217 is referenced in requirements but absent from linked\_courses; preserved as verbatim condition node. #### root n0 #### status needs\_review ### instructors ```json [ { "instructor_uid": "instructor_539e15163055bbb1305a0185", "source": "enrollment", "source_instructor_id": "hicks5", "identity_basis": "netid", "identity_status": "source_identified", "name": "Andrea Hicks", "email": "HICKS5@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 6, "quality": 3.17, "difficulty": 2.5, "quality_count": 6, "difficulty_count": 6, "profile_id": "rmp:2352342", "source_url": "https://www.ratemyprofessors.com/professor/2352342", "match_basis": "exact_name", "observed_at": "2026-09-07 16:55:41.059348+00:00", "courses": { "course_7cb00e71a2f8a88f71084bab": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.546681371958919, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/ANDREA_HICKS" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:240:024682", "course_id": "CIVENGR/GLE 421", "course_uid": "course_7e3ee4ef97dc75dd3ddd23bc", "term_id": "1272", "source_course_id": "024682", "source_subject_id": "240", "title": "Environmental Sustainability Engineering", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:418:024682", "course_id": "CIVENGR/GLE 421", "course_uid": "course_7e3ee4ef97dc75dd3ddd23bc", "term_id": "1272", "source_course_id": "024682", "source_subject_id": "418", "title": "Environmental Sustainability Engineering", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:35175", "term_id": "1272", "source_section_id": "35175", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 48, "enrolled": 38, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:36259", "term_id": "1272", "source_section_id": "36259", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 30, "enrolled": 1, "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_6f4cad8613ce8d6c46a44bad", "source": "madgrades", "source_instructor_id": "5588637", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANDREA HICKS", "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": 6, "quality": 3.17, "difficulty": 2.5, "quality_count": 6, "difficulty_count": 6, "profile_id": "rmp:2352342", "source_url": "https://www.ratemyprofessors.com/professor/2352342", "match_basis": "exact_name", "observed_at": "2026-09-07 16:55:41.059348+00:00", "courses": { "course_7cb00e71a2f8a88f71084bab": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.546681371958919, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.64, "graded": 749, "counts": [ 452, 130, 121, 25, 18, 2, 1 ], "sections": 93 }, "instructor_url": "/instructors/ANDREA_HICKS--instructor_6f4cad8613ce8d6c46a44bad" }, { "instructor_uid": "instructor_539e15163055bbb1305a0185", "source": "enrollment", "source_instructor_id": "hicks5", "identity_basis": "netid", "identity_status": "source_identified", "name": "Andrea Hicks", "email": "HICKS5@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 6, "quality": 3.17, "difficulty": 2.5, "quality_count": 6, "difficulty_count": 6, "profile_id": "rmp:2352342", "source_url": "https://www.ratemyprofessors.com/professor/2352342", "match_basis": "exact_name", "observed_at": "2026-09-07 16:55:41.059348+00:00", "courses": { "course_7cb00e71a2f8a88f71084bab": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.546681371958919, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/ANDREA_HICKS" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CIVENGR/GLE 421", "course_uid": "course_7e3ee4ef97dc75dd3ddd23bc", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Andrea Hicks" ], "a": 14, "ab": 8, "b": 6, "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": [ "CIVENGR/GLE 421" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CIVENGR/GLE 421", "course_uid": "course_7e3ee4ef97dc75dd3ddd23bc", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "Andrea Hicks" ], "a": 10, "ab": 6, "b": 6, "bc": 1, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 25, "source_aliases": [ "CIVENGR/GLE 421" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CIVENGR/GLE 421", "course_uid": "course_7e3ee4ef97dc75dd3ddd23bc", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Andrea Hicks" ], "a": 30, "ab": 8, "b": 2, "bc": 0, "c": 0, "d": 1, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 42, "source_aliases": [ "CIVENGR/GLE 421" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CIVENGR/GLE 421", "course_uid": "course_7e3ee4ef97dc75dd3ddd23bc", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Andrea Hicks" ], "a": 11, "ab": 2, "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": [ "CIVENGR/GLE 421" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CIVENGR/GLE 421", "course_uid": "course_7e3ee4ef97dc75dd3ddd23bc", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Andrea Hicks" ], "a": 21, "ab": 9, "b": 2, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 34, "source_aliases": [ "CIVENGR/GLE 421" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CIVENGR/GLE 421", "course_uid": "course_7e3ee4ef97dc75dd3ddd23bc", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Andrea Hicks" ], "a": 27, "ab": 3, "b": 5, "bc": 1, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 38, "source_aliases": [ "CIVENGR/GLE 421" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CIVENGR/GLE 421", "course_uid": "course_7e3ee4ef97dc75dd3ddd23bc", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Andrea Hicks" ], "a": 21, "ab": 5, "b": 4, "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": [ "CIVENGR/GLE 421" ] } ] ``` ### statistics #### gpa 3.689 #### graded 209 #### counts * 134 * 41 * 25 * 3 * 4 * 1 * 1 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_7e3ee4ef97dc75dd3ddd23bc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_7e3ee4ef97dc75dd3ddd23bc-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_7e3ee4ef97dc75dd3ddd23bc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_7e3ee4ef97dc75dd3ddd23bc-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_7e3ee4ef97dc75dd3ddd23bc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_7e3ee4ef97dc75dd3ddd23bc-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_7e3ee4ef97dc75dd3ddd23bc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_7e3ee4ef97dc75dd3ddd23bc-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.688995215311005 #### count 209 #### university ##### size 3157 ##### gpa Percentile 45 ##### count Percentile 64 ##### median Count 126 ##### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 5 | false | | 2.8–3.2 | 239 | false | | 3.2–3.6 | 861 | false | | 3.6–4.0 | 2051 | true | #### departments ```json [ { "subject": "CIVENGR", "comparison": { "size": 55, "gpaPercentile": 50, "countPercentile": 74, "medianCount": 97, "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": 4, "current": false }, { "range": "3.2–3.6", "count": 17, "current": false }, { "range": "3.6–4.0", "count": 34, "current": true } ] } }, { "subject": "GLE", "comparison": { "size": 13, "gpaPercentile": 75, "countPercentile": 75, "medianCount": 160, "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": 4, "current": false }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 4, "current": true } ] } } ] ``` ### terms #### 1182 ##### term 1182 ##### gpa 3.642857142857143 ##### count 28 ##### departments | subject | comparison | | ------- | ---------- | | CIVENGR | | | GLE | | #### 1192 ##### term 1192 ##### gpa 3.42 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | CIVENGR | | | GLE | | #### 1202 ##### term 1202 ##### gpa 3.6904761904761907 ##### count 42 ##### university ###### size 1102 ###### gpa Percentile 64 ###### count Percentile 24 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 218 | false | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 498 | true | ##### departments ```json [ { "subject": "CIVENGR", "comparison": { "size": 18, "gpaPercentile": 71, "countPercentile": 41, "medianCount": 47, "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": 8, "current": false }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 7, "current": true } ] } }, { "subject": "GLE", "comparison": null } ] ``` #### 1212 ##### term 1212 ##### gpa 3.923076923076923 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | CIVENGR | | | GLE | | #### 1232 ##### term 1232 ##### gpa 3.757575757575758 ##### count 33 ##### university ###### size 1216 ###### gpa Percentile 64 ###### count Percentile 8 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 356 | false | | 3.6–4.0 | 670 | true | ##### departments ```json [ { "subject": "CIVENGR", "comparison": { "size": 15, "gpaPercentile": 86, "countPercentile": 7, "medianCount": 42, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 2, "current": false }, { "range": "3.2–3.6", "count": 9, "current": false }, { "range": "3.6–4.0", "count": 4, "current": true } ] } }, { "subject": "GLE", "comparison": null } ] ``` #### 1242 ##### term 1242 ##### gpa 3.6842105263157894 ##### count 38 ##### university ###### size 1295 ###### gpa Percentile 52 ###### count Percentile 19 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 162 | false | | 3.2–3.6 | 394 | false | | 3.6–4.0 | 726 | true | ##### departments ```json [ { "subject": "CIVENGR", "comparison": { "size": 15, "gpaPercentile": 79, "countPercentile": 43, "medianCount": 42, "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": 4, "current": false }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 4, "current": true } ] } }, { "subject": "GLE", "comparison": null } ] ``` #### 1252 ##### term 1252 ##### gpa 3.783333333333333 ##### count 30 ##### university ###### size 1333 ###### gpa Percentile 64 ###### count Percentile 0 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 115 | false | | 3.2–3.6 | 431 | false | | 3.6–4.0 | 773 | true | ##### departments ```json [ { "subject": "CIVENGR", "comparison": { "size": 15, "gpaPercentile": 79, "countPercentile": 0, "medianCount": 45, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 3, "current": false }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 7, "current": true } ] } }, { "subject": "GLE", "comparison": null } ] ``` ### benchmarks #### all ##### school ###### size 3157 ###### gpa 3.666971159472516 ###### top Share 82.39239280509426 ###### count 126 ##### CIVENGR ###### size 55 ###### gpa 3.6337574282396408 ###### top Share 78.31754551924523 ###### count 97 ##### GLE ###### size 13 ###### gpa 3.422565618525085 ###### top Share 66.01726645646421 ###### count 160 #### terms ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ###### CIVENGR ###### size 20 ###### gpa 3.3704438730419826 ###### top Share 59.663994078514406 ###### count 56.5 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ###### CIVENGR ###### size 14 ###### gpa 3.3770127572095836 ###### top Share 62.045926316251816 ###### count 56 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ###### CIVENGR ###### size 18 ###### gpa 3.375685333131944 ###### top Share 58.67181863577574 ###### count 47 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ###### CIVENGR ###### size 16 ###### gpa 3.4217087878028143 ###### top Share 63.89477900117149 ###### count 49.5 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### CIVENGR ###### size 15 ###### gpa 3.457951178470601 ###### top Share 67.632548688138 ###### count 42 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### CIVENGR ###### size 15 ###### gpa 3.4236532475023655 ###### top Share 60.37899493571134 ###### count 42 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### CIVENGR ###### size 15 ###### gpa 3.5343179829018943 ###### top Share 73.12920318437412 ###### count 45 ## instructor Trends ```json [ { "uid": "instructor_6f4cad8613ce8d6c46a44bad", "name": "ANDREA HICKS", "count": 209, "terms": [ { "term": "1182", "count": 28, "sections": 1, "gpa": 3.642857142857143 }, { "term": "1192", "count": 25, "sections": 1, "gpa": 3.42 }, { "term": "1202", "count": 42, "sections": 1, "gpa": 3.6904761904761907 }, { "term": "1212", "count": 13, "sections": 1, "gpa": 3.923076923076923 }, { "term": "1232", "count": 33, "sections": 1, "gpa": 3.757575757575758 }, { "term": "1242", "count": 38, "sections": 1, "gpa": 3.6842105263157894 }, { "term": "1252", "count": 30, "sections": 1, "gpa": 3.783333333333333 } ] } ] ``` ## following None recorded.