# GLE 171: Introduction to Geological Engineering | UW–Madison [View on UW Courses](https://uwcourses.com/courses/GLE_171) ## 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 bbc52eac73c7fd08095343326effe880b82d22a6243bb2552c00c08c2e96f406 ### course id GLE 171 ### course uid course\_5dd9c3f7056db15fb38cedcb ### catalog version id a8c01beac37a564002b820531e71de55acfab39467554fcdd221d9e5a6f49210 ### course number 171 ### subjects * GLE ### title INTRODUCTION TO GEOLOGICAL ENGINEERING ### description Comprehensive introduction to engineering applications of earth sciences. Exploitation and management of geologic resources; mitigation of geologic hazards such as landslides and earthquakes; abatement of environmental problems such as land and water pollution; design of surface and underground excavations; principal methods of geological engineering. ### requirements text None ### credit offering ids None recorded. ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 9d5544fdf8c40291a35191cc80cf44e6300618243f708ab6f9add07e71a4b1ef ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Introduction to geological engineering covering earth science applications, resource management, hazard mitigation, and excavation design. ### llm topics * Geologic resources * Geologic hazards * Environmental problems * Excavations ### llm skills * Engineering applications of earth sciences * Exploitation and management of geologic resources * Mitigation of geologic hazards * Abatement of environmental problems * Design of surface and underground excavations ### llm assumed background None recorded. ### llm search phrases * geological engineering introduction * earth sciences engineering applications * geologic hazards mitigation * geological engineering design ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash d9be80f75885ab9b5761a052e205046de079be5a3925d29bdf9e229e2638c84b #### course id GLE 171 #### current instructors None recorded. #### difficulty workload Historical reviews of Dante Fratta: Reviewers rated the difficulty as low, with one noting that participation could boost final grades. ```json { "citations": [ { "instructor_name": "Dante Fratta", "review_date": "2009-05-18 16:19:10 +0000 UTC", "review_id": "b22057ccc236d890c47e66bf", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1136170", "source_review_id": "UmF0aW5nLTE1ODYwNDA0", "source_url": "https://www.ratemyprofessors.com/professor/1136170", "type": "review" }, { "instructor_name": "Dante Fratta", "review_date": "2009-05-24 12:55:53 +0000 UTC", "review_id": "25411ef99bd21fe25e65598e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1136170", "source_review_id": "UmF0aW5nLTE1ODkxMzA5", "source_url": "https://www.ratemyprofessors.com/professor/1136170", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews for Dante Fratta describe him as an entertaining and helpful instructor who is always available for student questions. Reviewers appreciated his engaging lecture style and perceived availability, though one noted that class participation only offered minor grade benefits. ```json { "citations": [ { "instructor_name": "Dante Fratta", "review_date": "2009-05-18 16:19:10 +0000 UTC", "review_id": "b22057ccc236d890c47e66bf", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1136170", "source_review_id": "UmF0aW5nLTE1ODYwNDA0", "source_url": "https://www.ratemyprofessors.com/professor/1136170", "type": "review" }, { "instructor_name": "Dante Fratta", "review_date": "2009-05-24 12:55:53 +0000 UTC", "review_id": "25411ef99bd21fe25e65598e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1136170", "source_review_id": "UmF0aW5nLTE1ODkxMzA5", "source_url": "https://www.ratemyprofessors.com/professor/1136170", "type": "review" } ] } ``` #### offered false #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews for Dante Fratta describe him as an entertaining and highly available instructor who is well-liked by students. ```json { "citations": [ { "instructor_name": "Dante Fratta", "review_date": "2009-05-18 16:19:10 +0000 UTC", "review_id": "b22057ccc236d890c47e66bf", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1136170", "source_review_id": "UmF0aW5nLTE1ODYwNDA0", "source_url": "https://www.ratemyprofessors.com/professor/1136170", "type": "review" }, { "instructor_name": "Dante Fratta", "review_date": "2009-05-24 12:55:53 +0000 UTC", "review_id": "25411ef99bd21fe25e65598e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1136170", "source_review_id": "UmF0aW5nLTE1ODkxMzA5", "source_url": "https://www.ratemyprofessors.com/professor/1136170", "type": "review" } ] } ``` Recent recorded grades — Spring 2020: 3.93 GPA, 93.3% A/AB (n=15 letter grades); Spring 2022: 4.00 GPA, 100.0% A/AB (n=2 letter grades); Spring 2026: 3.85 GPA, 90.0% A/AB (n=10 letter grades). ```json { "citations": [ { "course_id": "GLE 171", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "e24036b1-5b10-3364-a6fd-ed07c96ebded", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "GLE 171", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "e24036b1-5b10-3364-a6fd-ed07c96ebded", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "GLE 171", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "e24036b1-5b10-3364-a6fd-ed07c96ebded", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Dante Fratta: Students found the lectures entertaining and appreciated the professor's availability for questions and help. ```json { "citations": [ { "instructor_name": "Dante Fratta", "review_date": "2009-05-18 16:19:10 +0000 UTC", "review_id": "b22057ccc236d890c47e66bf", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1136170", "source_review_id": "UmF0aW5nLTE1ODYwNDA0", "source_url": "https://www.ratemyprofessors.com/professor/1136170", "type": "review" }, { "instructor_name": "Dante Fratta", "review_date": "2009-05-24 12:55:53 +0000 UTC", "review_id": "25411ef99bd21fe25e65598e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1136170", "source_review_id": "UmF0aW5nLTE1ODkxMzA5", "source_url": "https://www.ratemyprofessors.com/professor/1136170", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history DANTE FRATTA is recorded teaching in Spring 2008, Spring 2009, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "GLE 171", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e24036b1-5b10-3364-a6fd-ed07c96ebded", "source_record": { "entity_id": "e24036b1-5b10-3364-a6fd-ed07c96ebded", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1084", "type": "grade" }, { "course_id": "GLE 171", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e24036b1-5b10-3364-a6fd-ed07c96ebded", "source_record": { "entity_id": "e24036b1-5b10-3364-a6fd-ed07c96ebded", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1094", "type": "grade" }, { "course_id": "GLE 171", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e24036b1-5b10-3364-a6fd-ed07c96ebded", "source_record": { "entity_id": "e24036b1-5b10-3364-a6fd-ed07c96ebded", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "None", "course": null, "evidence": "None", "id": "source_requirements", "kind": "condition" } ] ``` #### notes * Display fallback using original requirements text; not an LLM-parsed rule. #### root source\_requirements #### status needs\_review ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_09b678cb75b81ea324aa3c06", "source": "madgrades", "source_instructor_id": "2601033", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TUNCER EDIL", "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": 3.532, "graded": 141, "counts": [ 67, 40, 23, 6, 2, 2, 1 ], "sections": 75 }, "instructor_url": "/instructors/TUNCER_EDIL" }, { "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_ca409f56fe0a1c4afda4493c", "source": "madgrades", "source_instructor_id": "2600565", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CRAIG BENSON", "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": 3.77, "graded": 200, "counts": [ 143, 35, 19, 1, 0, 0, 2 ], "sections": 97 }, "instructor_url": "/instructors/CRAIG_BENSON--instructor_ca409f56fe0a1c4afda4493c" }, { "instructor_uid": "instructor_5ab6dd36b0e251c3f4eb6377", "source": "madgrades", "source_instructor_id": "480021", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANGELA PAKES", "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": 369, "counts": [ 366, 0, 1, 0, 0, 0, 2 ], "sections": 22 }, "instructor_url": "/instructors/ANGELA_PAKES--instructor_5ab6dd36b0e251c3f4eb6377" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GLE 171", "course_uid": "course_5dd9c3f7056db15fb38cedcb", "term_id": "1074", "term_name": "Spring 2007", "instructors": [ "TUNCER EDIL" ], "a": 4, "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": 6, "source_aliases": [ "GLE 171" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GLE 171", "course_uid": "course_5dd9c3f7056db15fb38cedcb", "term_id": "1084", "term_name": "Spring 2008", "instructors": [ "Dante Fratta" ], "a": 9, "ab": 6, "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": 15, "source_aliases": [ "GLE 171" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GLE 171", "course_uid": "course_5dd9c3f7056db15fb38cedcb", "term_id": "1094", "term_name": "Spring 2009", "instructors": [ "Dante Fratta" ], "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": [ "GLE 171" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GLE 171", "course_uid": "course_5dd9c3f7056db15fb38cedcb", "term_id": "1104", "term_name": "Spring 2010", "instructors": [ "Craig Benson" ], "a": 24, "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": 24, "source_aliases": [ "GLE 171" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GLE 171", "course_uid": "course_5dd9c3f7056db15fb38cedcb", "term_id": "1114", "term_name": "Spring 2011", "instructors": [ "Craig Benson" ], "a": 38, "ab": 13, "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": 51, "source_aliases": [ "GLE 171" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GLE 171", "course_uid": "course_5dd9c3f7056db15fb38cedcb", "term_id": "1124", "term_name": "Spring 2012", "instructors": [ "ANGELA PAKES", "Craig Benson" ], "a": 52, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 54, "source_aliases": [ "GLE 171" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GLE 171", "course_uid": "course_5dd9c3f7056db15fb38cedcb", "term_id": "1134", "term_name": "Spring 2013", "instructors": [ "ANGELA PAKES" ], "a": 58, "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": 58, "source_aliases": [ "GLE 171" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GLE 171", "course_uid": "course_5dd9c3f7056db15fb38cedcb", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "ANGELA PAKES" ], "a": 69, "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": 1, "total": 70, "source_aliases": [ "GLE 171" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GLE 171", "course_uid": "course_5dd9c3f7056db15fb38cedcb", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "ANGELA PAKES" ], "a": 68, "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": 68, "source_aliases": [ "GLE 171" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GLE 171", "course_uid": "course_5dd9c3f7056db15fb38cedcb", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "ANGELA PAKES" ], "a": 40, "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": 40, "source_aliases": [ "GLE 171" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GLE 171", "course_uid": "course_5dd9c3f7056db15fb38cedcb", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "ANGELA PAKES" ], "a": 30, "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": 30, "source_aliases": [ "GLE 171" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GLE 171", "course_uid": "course_5dd9c3f7056db15fb38cedcb", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "ANGELA PAKES" ], "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": [ "GLE 171" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GLE 171", "course_uid": "course_5dd9c3f7056db15fb38cedcb", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "ANGELA PAKES" ], "a": 16, "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": 16, "source_aliases": [ "GLE 171" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GLE 171", "course_uid": "course_5dd9c3f7056db15fb38cedcb", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "ANGELA PAKES" ], "a": 14, "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": 15, "source_aliases": [ "GLE 171" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GLE 171", "course_uid": "course_5dd9c3f7056db15fb38cedcb", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "ANGELA PAKES" ], "a": 2, "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": 2, "source_aliases": [ "GLE 171" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GLE 171", "course_uid": "course_5dd9c3f7056db15fb38cedcb", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Dante Fratta" ], "a": 8, "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": 10, "source_aliases": [ "GLE 171" ] } ] ``` ### statistics #### gpa 3.952 #### graded 488 #### counts * 458 * 25 * 3 * 0 * 0 * 0 * 2 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_5dd9c3f7056db15fb38cedcb-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_5dd9c3f7056db15fb38cedcb-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_5dd9c3f7056db15fb38cedcb-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_5dd9c3f7056db15fb38cedcb-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_5dd9c3f7056db15fb38cedcb-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_5dd9c3f7056db15fb38cedcb-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_5dd9c3f7056db15fb38cedcb-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_5dd9c3f7056db15fb38cedcb-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.951844262295082 #### count 488 #### university ##### size 3864 ##### gpa Percentile 86 ##### count Percentile 78 ##### median Count 150 ##### 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 | 18 | false | | 2.8–3.2 | 335 | false | | 3.2–3.6 | 1169 | false | | 3.6–4.0 | 2342 | true | #### departments ```json [ { "subject": "GLE", "comparison": { "size": 18, "gpaPercentile": 100, "countPercentile": 76, "medianCount": 183, "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": 8, "current": false }, { "range": "3.6–4.0", "count": 6, "current": true } ] } } ] ``` ### terms #### 1074 ##### term 1074 ##### gpa 3.8333333333333335 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | GLE | | #### 1084 ##### term 1084 ##### gpa 3.8 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | GLE | | #### 1094 ##### term 1094 ##### gpa 3.8684210526315788 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | GLE | | #### 1104 ##### term 1104 ##### gpa 4 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | GLE | | #### 1114 ##### term 1114 ##### gpa 3.872549019607843 ##### count 51 ##### university ###### size 804 ###### gpa Percentile 87 ###### count Percentile 34 ###### 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 | 53 | false | | 2.8–3.2 | 231 | false | | 3.2–3.6 | 292 | false | | 3.6–4.0 | 227 | true | ##### departments | subject | comparison | | ------- | ---------- | | GLE | | #### 1124 ##### term 1124 ##### gpa 3.8518518518518516 ##### count 54 ##### university ###### size 821 ###### gpa Percentile 84 ###### count Percentile 39 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 39 | false | | 2.8–3.2 | 223 | false | | 3.2–3.6 | 278 | false | | 3.6–4.0 | 280 | true | ##### departments | subject | comparison | | ------- | ---------- | | GLE | | #### 1134 ##### term 1134 ##### gpa 4 ##### count 58 ##### university ###### size 852 ###### gpa Percentile 96 ###### count Percentile 43 ###### 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 | 30 | false | | 2.8–3.2 | 229 | false | | 3.2–3.6 | 304 | false | | 3.6–4.0 | 287 | true | ##### departments | subject | comparison | | ------- | ---------- | | GLE | | #### 1144 ##### term 1144 ##### gpa 4 ##### count 69 ##### university ###### size 878 ###### gpa Percentile 96 ###### count Percentile 53 ###### median Count 64 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 4 | false | | 2.4–2.8 | 30 | false | | 2.8–3.2 | 243 | false | | 3.2–3.6 | 302 | false | | 3.6–4.0 | 299 | true | ##### departments | subject | comparison | | ------- | ---------- | | GLE | | #### 1154 ##### term 1154 ##### gpa 4 ##### count 68 ##### university ###### size 935 ###### gpa Percentile 96 ###### count Percentile 54 ###### median Count 63 ###### 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 | 38 | false | | 2.8–3.2 | 237 | false | | 3.2–3.6 | 326 | false | | 3.6–4.0 | 334 | true | ##### departments | subject | comparison | | ------- | ---------- | | GLE | | #### 1164 ##### term 1164 ##### gpa 4 ##### count 40 ##### university ###### size 965 ###### gpa Percentile 95 ###### count Percentile 20 ###### 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 | 3 | false | | 2.4–2.8 | 37 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 319 | false | | 3.6–4.0 | 390 | true | ##### departments | subject | comparison | | ------- | ---------- | | GLE | | #### 1174 ##### term 1174 ##### gpa 4 ##### count 30 ##### university ###### size 955 ###### gpa Percentile 96 ###### 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 | 1 | false | | 2.4–2.8 | 29 | false | | 2.8–3.2 | 224 | false | | 3.2–3.6 | 332 | false | | 3.6–4.0 | 369 | true | ##### departments | subject | comparison | | ------- | ---------- | | GLE | | #### 1184 ##### term 1184 ##### gpa 4 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | GLE | | #### 1194 ##### term 1194 ##### gpa 4 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | GLE | | #### 1204 ##### term 1204 ##### gpa 3.933333333333333 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | GLE | | #### 1224 ##### term 1224 ##### gpa 4 ##### count 2 ##### departments | subject | comparison | | ------- | ---------- | | GLE | | #### 1264 ##### term 1264 ##### gpa 3.85 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | GLE | | ### benchmarks #### all ##### school ###### size 3864 ###### gpa 3.63976293802803 ###### top Share 80.7036599072816 ###### count 150 ##### GLE ###### size 18 ###### gpa 3.4221535109147556 ###### top Share 64.55766042924056 ###### count 183 #### terms ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### 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 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ## instructor Trends ```json [ { "uid": "instructor_5ab6dd36b0e251c3f4eb6377", "name": "ANGELA PAKES", "count": 363, "terms": [ { "term": "1124", "count": 54, "sections": 1, "gpa": 3.8518518518518516 }, { "term": "1134", "count": 58, "sections": 1, "gpa": 4 }, { "term": "1144", "count": 69, "sections": 1, "gpa": 4 }, { "term": "1154", "count": 68, "sections": 1, "gpa": 4 }, { "term": "1164", "count": 40, "sections": 1, "gpa": 4 }, { "term": "1174", "count": 30, "sections": 1, "gpa": 4 }, { "term": "1184", "count": 11, "sections": 1, "gpa": 4 }, { "term": "1194", "count": 16, "sections": 1, "gpa": 4 }, { "term": "1204", "count": 15, "sections": 1, "gpa": 3.933333333333333 }, { "term": "1224", "count": 2, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_ca409f56fe0a1c4afda4493c", "name": "CRAIG BENSON", "count": 129, "terms": [ { "term": "1104", "count": 24, "sections": 1, "gpa": 4 }, { "term": "1114", "count": 51, "sections": 1, "gpa": 3.872549019607843 }, { "term": "1124", "count": 54, "sections": 1, "gpa": 3.8518518518518516 } ] }, { "uid": "instructor_00a0c4fad8d00e06b2f21b4d", "name": "DANTE FRATTA", "count": 44, "terms": [ { "term": "1084", "count": 15, "sections": 1, "gpa": 3.8 }, { "term": "1094", "count": 19, "sections": 1, "gpa": 3.8684210526315788 }, { "term": "1264", "count": 10, "sections": 1, "gpa": 3.85 } ] }, { "uid": "instructor_09b678cb75b81ea324aa3c06", "name": "TUNCER EDIL", "count": 6, "terms": [ { "term": "1074", "count": 6, "sections": 1, "gpa": 3.8333333333333335 } ] } ] ``` ## following None recorded.