# ATMOCN/GEOSCI 140: Natural Hazards and Disasters | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ATMOCN_GEOSCI_140) ## 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 43ade18026aa62df23b1c27d288cb41f8c62f4c8ea869d9cf286bd9c8819d9ff ### course id ATMOCN/GEOSCI 140 ### course uid course\_ec84447d55dd1d711398b57c ### catalog version id d8a57d218321d0eabb4a4d6ce743354a009b4bc5c96e0b69b49956eadb25432e ### course number 140 ### subjects * ATMOCN * GEOSCI ### title NATURAL HAZARDS AND DISASTERS ### description An exploration of the science behind natural disasters including earthquakes, tsunamis, volcanic eruptions, landslides, tornadoes, hurricanes, and floods. Why, where, and when do these events occur, and why are some predictable but others are not? Addresses hazard assessment, forecasting, and mitigation to lessen their impact on society. ### requirements text None ### credits min 3 ### credits max 3 ### credit offering ids * 1272:420:024831 * 1272:640:024831 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 37530513d99d21567f1d5ad5ba89e9984c49718af843edf80fa30a5ee93257bb ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary NATURAL HAZARDS AND DISASTERS explores the science behind major natural disasters and addresses hazard assessment, forecasting, and mitigation. ### llm topics * Natural disasters (earthquakes, tsunamis, volcanoes, landslides, tornadoes, hurricanes, floods) * Occurrence and predictability of natural events * Hazard assessment, forecasting, and societal mitigation ### llm skills * Hazard assessment, forecasting, and mitigation ### llm assumed background None recorded. ### llm search phrases * natural hazards course * earthquake tsunami volcano * disaster mitigation forecasting * GEOSCI 140 natural disasters ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash ceec6b7721dc7e5a539de0dbfd68e8ba57f0ed146638ce296e43922a4cecb5d2 #### course id ATMOCN/GEOSCI 140 #### current instructors ```json [ { "instructor_uid": "instructor_2156dc069e3b6d45de066b18", "message": "No course-specific reviews available", "name": "Brad Singer", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2022: 3.56 GPA, 79.1% A/AB (n=268 letter grades); Fall 2023: 3.57 GPA, 80.6% A/AB (n=237 letter grades); Fall 2025: 3.47 GPA, 73.5% A/AB (n=166 letter grades). Includes jointly taught sections." } ] }, { "instructor_uid": "instructor_8866c2d0508faa959135ec3d", "message": "No course-specific reviews available", "name": "Jaiden Zak", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] } ] ``` #### difficulty workload Historical reviews of Shaun Marcott, Teri Boundy: Workload consists of quizzes, exercises, and homework, with some instructors requiring careful textbook reading and office hour attendance that impacts grades. ```json { "citations": [ { "instructor_name": "Shaun Marcott", "review_date": "2019-12-24 01:40:33 +0000 UTC", "review_id": "6d32f46490638652e4bd5b4f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2327004", "source_review_id": "UmF0aW5nLTMyNzUxODIy", "source_url": "https://www.ratemyprofessors.com/professor/2327004", "type": "review" }, { "instructor_name": "Teri Boundy", "review_date": "2021-08-18 08:17:17 +0000 UTC", "review_id": "71014a34202a02232b2bd4f7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2714027", "source_review_id": "UmF0aW5nLTM1MDMzNzY4", "source_url": "https://www.ratemyprofessors.com/professor/2714027", "type": "review" }, { "instructor_name": "Shaun Marcott", "review_date": "2026-05-03 00:35:09 +0000 UTC", "review_id": "f6eb21ba18addcb30be3c483", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2327004", "source_review_id": "UmF0aW5nLTQzMDA2ODY0", "source_url": "https://www.ratemyprofessors.com/professor/2327004", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Shaun Marcott: Shaun Marcott is praised for his passion, engagement, and clear lectures, making the course rewarding for non-science majors. One reviewer criticized co-instructor Brad Singer as boring, though Marcott was noted for making material interesting. ```json { "citations": [ { "instructor_name": "Shaun Marcott", "review_date": "2018-12-07 16:54:58 +0000 UTC", "review_id": "6eaf92ee45e34fae98d201fa", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2327004", "source_review_id": "UmF0aW5nLTMwOTE0MjI5", "source_url": "https://www.ratemyprofessors.com/professor/2327004", "type": "review" }, { "instructor_name": "Shaun Marcott", "review_date": "2019-10-01 19:48:11 +0000 UTC", "review_id": "87a740d9e0ad6af29db6b1b3", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2327004", "source_review_id": "UmF0aW5nLTMyMjU2Nzc4", "source_url": "https://www.ratemyprofessors.com/professor/2327004", "type": "review" }, { "instructor_name": "Shaun Marcott", "review_date": "2019-12-24 01:40:33 +0000 UTC", "review_id": "6d32f46490638652e4bd5b4f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2327004", "source_review_id": "UmF0aW5nLTMyNzUxODIy", "source_url": "https://www.ratemyprofessors.com/professor/2327004", "type": "review" }, { "instructor_name": "Shaun Marcott", "review_date": "2020-05-01 23:03:37 +0000 UTC", "review_id": "49de394b38007b7a3623a38f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2327004", "source_review_id": "UmF0aW5nLTMzMTgwMDE0", "source_url": "https://www.ratemyprofessors.com/professor/2327004", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews of Shaun Marcott: Reviewers describe the course as a rewarding, lighter science option suitable for non-majors, with engaging lectures on natural hazards. ```json { "citations": [ { "instructor_name": "Shaun Marcott", "review_date": "2018-12-07 16:54:58 +0000 UTC", "review_id": "6eaf92ee45e34fae98d201fa", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2327004", "source_review_id": "UmF0aW5nLTMwOTE0MjI5", "source_url": "https://www.ratemyprofessors.com/professor/2327004", "type": "review" }, { "instructor_name": "Shaun Marcott", "review_date": "2019-10-01 19:48:11 +0000 UTC", "review_id": "87a740d9e0ad6af29db6b1b3", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2327004", "source_review_id": "UmF0aW5nLTMyMjU2Nzc4", "source_url": "https://www.ratemyprofessors.com/professor/2327004", "type": "review" }, { "instructor_name": "Shaun Marcott", "review_date": "2019-12-24 01:40:33 +0000 UTC", "review_id": "6d32f46490638652e4bd5b4f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2327004", "source_review_id": "UmF0aW5nLTMyNzUxODIy", "source_url": "https://www.ratemyprofessors.com/professor/2327004", "type": "review" } ] } ``` Recent recorded grades — Fall 2024: 3.55 GPA, 77.9% A/AB (n=154 letter grades); Fall 2025: 3.47 GPA, 73.5% A/AB (n=166 letter grades); Spring 2026: 3.50 GPA, 73.3% A/AB (n=15 letter grades). ```json { "citations": [ { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Shaun Marcott: Students appreciate straightforward slides and engaging teaching, though one review criticizes a co-instructor as boring. ```json { "citations": [ { "instructor_name": "Shaun Marcott", "review_date": "2018-12-07 16:54:58 +0000 UTC", "review_id": "6eaf92ee45e34fae98d201fa", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2327004", "source_review_id": "UmF0aW5nLTMwOTE0MjI5", "source_url": "https://www.ratemyprofessors.com/professor/2327004", "type": "review" }, { "instructor_name": "Shaun Marcott", "review_date": "2019-10-01 19:48:11 +0000 UTC", "review_id": "87a740d9e0ad6af29db6b1b3", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2327004", "source_review_id": "UmF0aW5nLTMyMjU2Nzc4", "source_url": "https://www.ratemyprofessors.com/professor/2327004", "type": "review" }, { "instructor_name": "Shaun Marcott", "review_date": "2020-05-01 23:03:37 +0000 UTC", "review_id": "49de394b38007b7a3623a38f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2327004", "source_review_id": "UmF0aW5nLTMzMTgwMDE0", "source_url": "https://www.ratemyprofessors.com/professor/2327004", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history BRADLEY S. SINGER is recorded teaching in Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` SHAUN MARCOTT is recorded teaching in Fall 2018, Fall 2019, Fall 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" } ] } ``` TERI BOUNDY is recorded teaching in Fall 2020, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "ATMOCN/GEOSCI 140", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "source_record": { "entity_id": "81ca5442-6c13-38d2-b58f-07b47d8b43d1", "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 | instructor\_uid | source | source\_instructor\_id | identity\_basis | identity\_status | name | email | first\_observed\_at | last\_observed\_at | instructor\_url | | ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ----------- | ------------------------- | -------------------------------- | -------------------------------- | ------------------------- | | instructor\_2156dc069e3b6d45de066b18 | enrollment | bsinger | netid | source\_identified | Brad Singer | BSINGER\@GEOLOGY.WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/BRAD\_SINGER | | instructor\_8866c2d0508faa959135ec3d | enrollment | jazak | netid | source\_identified | Jaiden Zak | JAZAK\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/JAIDEN\_ZAK | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:420:024831", "course_id": "ATMOCN/GEOSCI 140", "course_uid": "course_ec84447d55dd1d711398b57c", "term_id": "1272", "source_course_id": "024831", "source_subject_id": "420", "title": "Natural Hazards and Disasters", "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": "1272:640:024831", "course_id": "ATMOCN/GEOSCI 140", "course_uid": "course_ec84447d55dd1d711398b57c", "term_id": "1272", "source_course_id": "024831", "source_subject_id": "640", "title": "Natural Hazards and Disasters", "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:1272:18823", "term_id": "1272", "source_section_id": "18823", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 175, "enrolled": 42, "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:1272:31106", "term_id": "1272", "source_section_id": "31106", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 175, "enrolled": 49, "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_166b774e9755a69da75046f6", "source": "madgrades", "source_instructor_id": "4185898", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HAROLD TOBIN", "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": 20, "quality": 4.55, "difficulty": 2.65, "quality_count": 20, "difficulty_count": 20, "profile_id": "rmp:704988", "source_url": "https://www.ratemyprofessors.com/professor/704988", "match_basis": "exact_name", "observed_at": "2026-09-07 16:37:07.854238+00:00", "courses": { "course_2cc2408e3e4ece5ecca4bf5b": { "review_count": 3, "quality": 4.33, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 4.1048428917732975, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.244, "graded": 1204, "counts": [ 454, 171, 344, 81, 116, 25, 13 ], "sections": 66 }, "instructor_url": "/instructors/HAROLD_TOBIN" }, { "instructor_uid": "instructor_21f3be3c84e731eb4e61c874", "source": "madgrades", "source_instructor_id": "3625030", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SHAUN MARCOTT", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 8, "quality": 4.62, "difficulty": 2.25, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:2327004", "source_url": "https://www.ratemyprofessors.com/professor/2327004", "match_basis": "exact_name", "observed_at": "2026-09-07 16:06:00.032235+00:00", "courses": { "course_ec84447d55dd1d711398b57c": { "review_count": 5, "quality": 4.6, "difficulty": 2.2, "quality_count": 5, "difficulty_count": 5 }, "course_da91f17a6f8a3ea8c85e003b": { "review_count": 2, "quality": 5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.9340612739618543, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.538, "graded": 1683, "counts": [ 878, 420, 199, 100, 52, 22, 12 ], "sections": 76 }, "instructor_url": "/instructors/SHAUN_MARCOTT--instructor_21f3be3c84e731eb4e61c874" }, { "instructor_uid": "instructor_35201ce8fc1f2548d3a5c2cf", "source": "madgrades", "source_instructor_id": "3040546", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BRADLEY S. SINGER", "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": 3.232, "graded": 3541, "counts": [ 1257, 742, 693, 376, 362, 77, 34 ], "sections": 112 }, "instructor_url": "/instructors/BRADLEY_S_SINGER" }, { "instructor_uid": "instructor_c28b9c4028c77960002dc2b0", "source": "madgrades", "source_instructor_id": "5912017", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ETHAN PARRISH", "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": 3.383, "graded": 235, "counts": [ 77, 85, 39, 21, 7, 6, 0 ], "sections": 1 }, "instructor_url": "/instructors/ETHAN_PARRISH--instructor_c28b9c4028c77960002dc2b0" }, { "instructor_uid": "instructor_74811d6dc36f7306a1890e00", "source": "madgrades", "source_instructor_id": "6242366", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TERI BOUNDY", "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": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:2714027", "source_url": "https://www.ratemyprofessors.com/professor/2714027", "match_basis": "exact_name", "observed_at": "2026-09-07 16:02:26.914728+00:00", "courses": { "course_ec84447d55dd1d711398b57c": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.7235102700443767, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.595, "graded": 754, "counts": [ 441, 170, 73, 28, 27, 9, 6 ], "sections": 7 }, "instructor_url": "/instructors/TERI_BOUNDY--instructor_74811d6dc36f7306a1890e00" }, { "instructor_uid": "instructor_177cf9f2fa305b53da5d4929", "source": "madgrades", "source_instructor_id": "4421644", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MELISSA REUSCHE", "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": 3.622, "graded": 189, "counts": [ 96, 58, 26, 5, 3, 1, 0 ], "sections": 1 }, "instructor_url": "/instructors/MELISSA_REUSCHE" }, { "instructor_uid": "instructor_892f8e823e5287e414b38e6a", "source": "madgrades", "source_instructor_id": "6109982", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ALEXANDRA VALENCIA VILLA", "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": 3.622, "graded": 189, "counts": [ 96, 58, 26, 5, 3, 1, 0 ], "sections": 1 }, "instructor_url": "/instructors/ALEXANDRA_VALENCIA_VILLA--instructor_892f8e823e5287e414b38e6a" }, { "instructor_uid": "instructor_fe78ef8371851d31556f85d5", "source": "madgrades", "source_instructor_id": "5490387", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SALLY STEVENS", "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": 3.558, "graded": 268, "counts": [ 145, 67, 27, 10, 15, 3, 1 ], "sections": 1 }, "instructor_url": "/instructors/SALLY_STEVENS--instructor_fe78ef8371851d31556f85d5" }, { "instructor_uid": "instructor_8564073630af466f8b0b46a8", "source": "madgrades", "source_instructor_id": "6226173", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PABLO MORENO YAEGER", "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": 3.565, "graded": 237, "counts": [ 134, 57, 25, 7, 7, 3, 4 ], "sections": 1 }, "instructor_url": "/instructors/PABLO_MORENO_YAEGER--instructor_8564073630af466f8b0b46a8" }, { "instructor_uid": "instructor_d2e10120bb9956892de518a1", "source": "madgrades", "source_instructor_id": "5758046", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MATTHEW ALEKSEY", "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": 3.56, "graded": 391, "counts": [ 213, 98, 40, 18, 14, 4, 4 ], "sections": 2 }, "instructor_url": "/instructors/MATTHEW_ALEKSEY--instructor_d2e10120bb9956892de518a1" }, { "instructor_uid": "instructor_31b936895980d476c3d9b3c8", "source": "madgrades", "source_instructor_id": "4185904", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KURT FEIGL", "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": 51, "quality": 2, "difficulty": 3.8, "quality_count": 51, "difficulty_count": 51, "profile_id": "rmp:1276385", "source_url": "https://www.ratemyprofessors.com/professor/1276385", "match_basis": "exact_name", "observed_at": "2026-09-07 16:25:19.370761+00:00", "courses": { "course_5fddfb831b36c355852ab3c4": { "review_count": 5, "quality": 2.8, "difficulty": 3.6, "quality_count": 5, "difficulty_count": 5 }, "course_aed562b7edd82a8ce0323ae1": { "review_count": 1, "quality": 4, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_2cc2408e3e4ece5ecca4bf5b": { "review_count": 7, "quality": 1.86, "difficulty": 3.71, "quality_count": 7, "difficulty_count": 7 } }, "bayesian_quality": 2.4675171221258014, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.095, "graded": 3713, "counts": [ 976, 826, 800, 620, 310, 125, 56 ], "sections": 95 }, "instructor_url": "/instructors/KURT_FEIGL--instructor_31b936895980d476c3d9b3c8" }, { "instructor_uid": "instructor_4b8daaf5a7d5cc2e9027f097", "source": "madgrades", "source_instructor_id": "4458562", "identity_basis": "source_id", "identity_status": "source_identified", "name": "EVA GOLOS", "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": 3.608, "graded": 212, "counts": [ 125, 44, 21, 12, 8, 2, 0 ], "sections": 21 }, "instructor_url": "/instructors/EVA_GOLOS--instructor_4b8daaf5a7d5cc2e9027f097" }, { "instructor_uid": "instructor_41ee5b28f6b024acd0091b40", "source": "madgrades", "source_instructor_id": "6561627", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SAMUEL MARCUS", "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": 3.467, "graded": 166, "counts": [ 74, 48, 25, 9, 5, 4, 1 ], "sections": 1 }, "instructor_url": "/instructors/SAMUEL_MARCUS" }, { "instructor_uid": "instructor_2156dc069e3b6d45de066b18", "source": "enrollment", "source_instructor_id": "bsinger", "identity_basis": "netid", "identity_status": "source_identified", "name": "Brad Singer", "email": "BSINGER@GEOLOGY.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/BRAD_SINGER" }, { "instructor_uid": "instructor_8866c2d0508faa959135ec3d", "source": "enrollment", "source_instructor_id": "jazak", "identity_basis": "netid", "identity_status": "source_identified", "name": "Jaiden Zak", "email": "JAZAK@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/JAIDEN_ZAK" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ATMOCN/GEOSCI 140", "course_uid": "course_ec84447d55dd1d711398b57c", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "HAROLD TOBIN" ], "a": 29, "ab": 17, "b": 19, "bc": 2, "c": 2, "d": 0, "f": 1, "satisfactory": 6, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 76, "source_aliases": [ "ATMOCN/GEOSCI 140" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ATMOCN/GEOSCI 140", "course_uid": "course_ec84447d55dd1d711398b57c", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "Brad Singer", "Shaun Marcott" ], "a": 78, "ab": 82, "b": 37, "bc": 14, "c": 7, "d": 4, "f": 6, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 9, "other": 0, "total": 237, "source_aliases": [ "ATMOCN/GEOSCI 140" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ATMOCN/GEOSCI 140", "course_uid": "course_ec84447d55dd1d711398b57c", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Brad Singer", "ETHAN PARRISH", "Shaun Marcott" ], "a": 77, "ab": 85, "b": 39, "bc": 21, "c": 7, "d": 6, "f": 0, "satisfactory": 7, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 242, "source_aliases": [ "ATMOCN/GEOSCI 140" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ATMOCN/GEOSCI 140", "course_uid": "course_ec84447d55dd1d711398b57c", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Brad Singer", "Shaun Marcott", "TERI BOUNDY" ], "a": 138, "ab": 36, "b": 15, "bc": 6, "c": 3, "d": 1, "f": 0, "satisfactory": 10, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 209, "source_aliases": [ "ATMOCN/GEOSCI 140" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ATMOCN/GEOSCI 140", "course_uid": "course_ec84447d55dd1d711398b57c", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "ALEXANDRA VALENCIA VILLA", "Brad Singer", "MELISSA REUSCHE" ], "a": 96, "ab": 58, "b": 26, "bc": 5, "c": 3, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 10, "not_reported": 0, "other": 0, "total": 199, "source_aliases": [ "ATMOCN/GEOSCI 140" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ATMOCN/GEOSCI 140", "course_uid": "course_ec84447d55dd1d711398b57c", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "TERI BOUNDY" ], "a": 4, "ab": 0, "b": 1, "bc": 1, "c": 1, "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": 7, "source_aliases": [ "ATMOCN/GEOSCI 140" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ATMOCN/GEOSCI 140", "course_uid": "course_ec84447d55dd1d711398b57c", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Brad Singer", "SALLY STEVENS", "TERI BOUNDY" ], "a": 145, "ab": 67, "b": 27, "bc": 10, "c": 15, "d": 3, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 5, "other": 0, "total": 273, "source_aliases": [ "ATMOCN/GEOSCI 140" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ATMOCN/GEOSCI 140", "course_uid": "course_ec84447d55dd1d711398b57c", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "TERI BOUNDY" ], "a": 7, "ab": 5, "b": 0, "bc": 1, "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": 15, "source_aliases": [ "ATMOCN/GEOSCI 140" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ATMOCN/GEOSCI 140", "course_uid": "course_ec84447d55dd1d711398b57c", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Brad Singer", "Matthew Aleksey", "PABLO MORENO YAEGER", "TERI BOUNDY" ], "a": 134, "ab": 57, "b": 25, "bc": 7, "c": 7, "d": 3, "f": 4, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 6, "other": 0, "total": 243, "source_aliases": [ "ATMOCN/GEOSCI 140" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ATMOCN/GEOSCI 140", "course_uid": "course_ec84447d55dd1d711398b57c", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "TERI BOUNDY" ], "a": 4, "ab": 3, "b": 3, "bc": 2, "c": 1, "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": [ "ATMOCN/GEOSCI 140" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ATMOCN/GEOSCI 140", "course_uid": "course_ec84447d55dd1d711398b57c", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Eva Golos", "Kurt Feigl", "Matthew Aleksey" ], "a": 79, "ab": 41, "b": 15, "bc": 11, "c": 7, "d": 1, "f": 0, "satisfactory": 14, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 168, "source_aliases": [ "ATMOCN/GEOSCI 140" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ATMOCN/GEOSCI 140", "course_uid": "course_ec84447d55dd1d711398b57c", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Brad Singer", "SAMUEL MARCUS" ], "a": 74, "ab": 48, "b": 25, "bc": 9, "c": 5, "d": 4, "f": 1, "satisfactory": 0, "unsatisfactory": 1, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 7, "other": 0, "total": 174, "source_aliases": [ "ATMOCN/GEOSCI 140" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ATMOCN/GEOSCI 140", "course_uid": "course_ec84447d55dd1d711398b57c", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "TERI BOUNDY" ], "a": 9, "ab": 2, "b": 2, "bc": 1, "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": 15, "source_aliases": [ "ATMOCN/GEOSCI 140" ] } ] ``` ### statistics #### gpa 3.518 #### graded 1796 #### counts * 874 * 501 * 234 * 90 * 58 * 25 * 14 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_ec84447d55dd1d711398b57c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_ec84447d55dd1d711398b57c-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_ec84447d55dd1d711398b57c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_ec84447d55dd1d711398b57c-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_ec84447d55dd1d711398b57c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_ec84447d55dd1d711398b57c-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_ec84447d55dd1d711398b57c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_ec84447d55dd1d711398b57c-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_ec84447d55dd1d711398b57c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_ec84447d55dd1d711398b57c-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.5175389755011137 #### count 1796 #### university ##### size 4680 ##### gpa Percentile 23 ##### count Percentile 95 ##### median Count 137 ##### 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 | 9 | false | | 2.8–3.2 | 275 | false | | 3.2–3.6 | 1171 | true | | 3.6–4.0 | 3224 | false | #### departments ```json [ { "subject": "ATMOCN", "comparison": { "size": 40, "gpaPercentile": 23, "countPercentile": 97, "medianCount": 85.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 3, "current": false }, { "range": "3.2–3.6", "count": 12, "current": true }, { "range": "3.6–4.0", "count": 25, "current": false } ] } }, { "subject": "GEOSCI", "comparison": { "size": 35, "gpaPercentile": 65, "countPercentile": 88, "medianCount": 202, "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": 10, "current": false }, { "range": "3.2–3.6", "count": 17, "current": true }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` ### terms #### 1182 ##### term 1182 ##### gpa 3.45 ##### count 70 ##### university ###### size 1025 ###### gpa Percentile 45 ###### count Percentile 50 ###### 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 | 21 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 369 | true | | 3.6–4.0 | 418 | false | ##### departments ```json [ { "subject": "ATMOCN", "comparison": null }, { "subject": "GEOSCI", "comparison": { "size": 14, "gpaPercentile": 69, "countPercentile": 62, "medianCount": 64, "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": 4, "current": true }, { "range": "3.6–4.0", "count": 2, "current": false } ] } } ] ``` #### 1192 ##### term 1192 ##### gpa 3.3464912280701755 ##### count 228 ##### university ###### size 1077 ###### gpa Percentile 34 ###### count Percentile 90 ###### 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 | 22 | false | | 2.8–3.2 | 203 | false | | 3.2–3.6 | 370 | true | | 3.6–4.0 | 481 | false | ##### departments ```json [ { "subject": "ATMOCN", "comparison": null }, { "subject": "GEOSCI", "comparison": { "size": 13, "gpaPercentile": 67, "countPercentile": 92, "medianCount": 65, "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": 7, "current": false }, { "range": "3.2–3.6", "count": 3, "current": true }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 3.382978723404255 ##### count 235 ##### university ###### size 1102 ###### gpa Percentile 35 ###### count Percentile 90 ###### 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 | true | | 3.6–4.0 | 498 | false | ##### departments ```json [ { "subject": "ATMOCN", "comparison": null }, { "subject": "GEOSCI", "comparison": { "size": 12, "gpaPercentile": 64, "countPercentile": 91, "medianCount": 102.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 4, "current": false }, { "range": "3.2–3.6", "count": 7, "current": true }, { "range": "3.6–4.0", "count": 1, "current": false } ] } } ] ``` #### 1212 ##### term 1212 ##### gpa 3.7437185929648242 ##### count 199 ##### university ###### size 1111 ###### gpa Percentile 62 ###### count Percentile 87 ###### 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 | 0 | false | | 2.4–2.8 | 4 | false | | 2.8–3.2 | 159 | false | | 3.2–3.6 | 337 | false | | 3.6–4.0 | 611 | true | ##### departments | subject | comparison | | ------- | ---------- | | ATMOCN | | | GEOSCI | | #### 1222 ##### term 1222 ##### gpa 3.621693121693122 ##### count 189 ##### university ###### size 1157 ###### gpa Percentile 49 ###### count Percentile 86 ###### 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 | 1 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 351 | false | | 3.6–4.0 | 614 | true | ##### departments | subject | comparison | | ------- | ---------- | | ATMOCN | | | GEOSCI | | #### 1224 ##### term 1224 ##### gpa 3.357142857142857 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | ATMOCN | | | GEOSCI | | #### 1232 ##### term 1232 ##### gpa 3.5578358208955225 ##### count 268 ##### university ###### size 1216 ###### gpa Percentile 42 ###### count Percentile 91 ###### 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 | true | | 3.6–4.0 | 670 | false | ##### departments | subject | comparison | | ------- | ---------- | | ATMOCN | | | GEOSCI | | #### 1234 ##### term 1234 ##### gpa 3.2666666666666666 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | ATMOCN | | | GEOSCI | | #### 1242 ##### term 1242 ##### gpa 3.5654008438818567 ##### count 237 ##### university ###### size 1295 ###### gpa Percentile 40 ###### count Percentile 89 ###### 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 | true | | 3.6–4.0 | 726 | false | ##### departments | subject | comparison | | ------- | ---------- | | ATMOCN | | | GEOSCI | | #### 1244 ##### term 1244 ##### gpa 3.269230769230769 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | ATMOCN | | | GEOSCI | | #### 1252 ##### term 1252 ##### gpa 3.551948051948052 ##### count 154 ##### university ###### size 1333 ###### gpa Percentile 37 ###### count Percentile 81 ###### 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 | true | | 3.6–4.0 | 773 | false | ##### departments ```json [ { "subject": "ATMOCN", "comparison": null }, { "subject": "GEOSCI", "comparison": { "size": 10, "gpaPercentile": 44, "countPercentile": 44, "medianCount": 159, "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": 6, "current": true }, { "range": "3.6–4.0", "count": 4, "current": false } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.466867469879518 ##### count 166 ##### university ###### size 1320 ###### gpa Percentile 27 ###### count Percentile 83 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 8 | false | | 2.8–3.2 | 133 | false | | 3.2–3.6 | 381 | true | | 3.6–4.0 | 797 | false | ##### departments | subject | comparison | | ------- | ---------- | | ATMOCN | | | GEOSCI | | #### 1264 ##### term 1264 ##### gpa 3.5 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | ATMOCN | | | GEOSCI | | ### benchmarks #### all ##### school ###### size 4680 ###### gpa 3.6928497734173464 ###### top Share 83.91305841260746 ###### count 137 ##### ATMOCN ###### size 40 ###### gpa 3.663606290769457 ###### top Share 81.65326364454123 ###### count 85.5 ##### GEOSCI ###### size 35 ###### gpa 3.410867883835699 ###### top Share 66.38802382910725 ###### count 202 #### terms ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ###### GEOSCI ###### size 14 ###### gpa 3.2749466933418137 ###### top Share 54.68273808359606 ###### count 64 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ###### GEOSCI ###### size 13 ###### gpa 3.2616249441842324 ###### top Share 55.69237807550567 ###### count 65 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ###### GEOSCI ###### size 12 ###### gpa 3.2900356120117817 ###### top Share 57.229039635187995 ###### count 102.5 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ##### 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 ###### GEOSCI ###### size 10 ###### gpa 3.5792033986742817 ###### top Share 78.48483150838436 ###### count 159 ##### 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_35201ce8fc1f2548d3a5c2cf", "name": "BRADLEY S. SINGER", "count": 1522, "terms": [ { "term": "1192", "count": 228, "sections": 1, "gpa": 3.3464912280701755 }, { "term": "1202", "count": 235, "sections": 1, "gpa": 3.382978723404255 }, { "term": "1212", "count": 199, "sections": 1, "gpa": 3.7437185929648242 }, { "term": "1222", "count": 189, "sections": 1, "gpa": 3.621693121693122 }, { "term": "1232", "count": 268, "sections": 1, "gpa": 3.5578358208955225 }, { "term": "1242", "count": 237, "sections": 1, "gpa": 3.5654008438818567 }, { "term": "1262", "count": 166, "sections": 1, "gpa": 3.466867469879518 } ] }, { "uid": "instructor_74811d6dc36f7306a1890e00", "name": "TERI BOUNDY", "count": 754, "terms": [ { "term": "1212", "count": 199, "sections": 1, "gpa": 3.7437185929648242 }, { "term": "1224", "count": 7, "sections": 1, "gpa": 3.357142857142857 }, { "term": "1232", "count": 268, "sections": 1, "gpa": 3.5578358208955225 }, { "term": "1234", "count": 15, "sections": 1, "gpa": 3.2666666666666666 }, { "term": "1242", "count": 237, "sections": 1, "gpa": 3.5654008438818567 }, { "term": "1244", "count": 13, "sections": 1, "gpa": 3.269230769230769 }, { "term": "1264", "count": 15, "sections": 1, "gpa": 3.5 } ] }, { "uid": "instructor_21f3be3c84e731eb4e61c874", "name": "SHAUN MARCOTT", "count": 662, "terms": [ { "term": "1192", "count": 228, "sections": 1, "gpa": 3.3464912280701755 }, { "term": "1202", "count": 235, "sections": 1, "gpa": 3.382978723404255 }, { "term": "1212", "count": 199, "sections": 1, "gpa": 3.7437185929648242 } ] }, { "uid": "instructor_d2e10120bb9956892de518a1", "name": "MATTHEW ALEKSEY", "count": 391, "terms": [ { "term": "1242", "count": 237, "sections": 1, "gpa": 3.5654008438818567 }, { "term": "1252", "count": 154, "sections": 1, "gpa": 3.551948051948052 } ] }, { "uid": "instructor_fe78ef8371851d31556f85d5", "name": "SALLY STEVENS", "count": 268, "terms": [ { "term": "1232", "count": 268, "sections": 1, "gpa": 3.5578358208955225 } ] }, { "uid": "instructor_8564073630af466f8b0b46a8", "name": "PABLO MORENO YAEGER", "count": 237, "terms": [ { "term": "1242", "count": 237, "sections": 1, "gpa": 3.5654008438818567 } ] }, { "uid": "instructor_c28b9c4028c77960002dc2b0", "name": "ETHAN PARRISH", "count": 235, "terms": [ { "term": "1202", "count": 235, "sections": 1, "gpa": 3.382978723404255 } ] }, { "uid": "instructor_177cf9f2fa305b53da5d4929", "name": "MELISSA REUSCHE", "count": 189, "terms": [ { "term": "1222", "count": 189, "sections": 1, "gpa": 3.621693121693122 } ] }, { "uid": "instructor_892f8e823e5287e414b38e6a", "name": "ALEXANDRA VALENCIA VILLA", "count": 189, "terms": [ { "term": "1222", "count": 189, "sections": 1, "gpa": 3.621693121693122 } ] }, { "uid": "instructor_41ee5b28f6b024acd0091b40", "name": "SAMUEL MARCUS", "count": 166, "terms": [ { "term": "1262", "count": 166, "sections": 1, "gpa": 3.466867469879518 } ] }, { "uid": "instructor_31b936895980d476c3d9b3c8", "name": "KURT FEIGL", "count": 154, "terms": [ { "term": "1252", "count": 154, "sections": 1, "gpa": 3.551948051948052 } ] }, { "uid": "instructor_4b8daaf5a7d5cc2e9027f097", "name": "EVA GOLOS", "count": 154, "terms": [ { "term": "1252", "count": 154, "sections": 1, "gpa": 3.551948051948052 } ] }, { "uid": "instructor_166b774e9755a69da75046f6", "name": "HAROLD TOBIN", "count": 70, "terms": [ { "term": "1182", "count": 70, "sections": 1, "gpa": 3.45 } ] } ] ``` ## following | code | title | | ----------------------- | ------------------------------------------------ | | ATMOCN 201 | EXPLORATIONS OF ATMOSPHERIC AND OCEANIC SCIENCES | | ENVIRST/GEOG/URBRPL 431 | PLANNING FOR RESILIENCE TO NATURAL HAZARDS | | GEOSCI/GLE 627 | HYDROGEOLOGY | ## projection ### target 1272 ### interval #### lower 3.18 #### upper 3.9 #### coverage 80 #### terms 6 ### gpa 3.5385946854076504 ### grades | grade | percentage | | ----- | ------------------ | | A | 50.663225905165596 | | AB | 27.063453255095876 | | B | 12.017022119918122 | | BC | 4.765681063991959 | | C | 3.585952391639185 | | D | 1.3473047242544187 | | F | 0.5573605399348309 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 1014 ### same Season true ### historical Range * 3.466867469879518 * 3.621693121693121 ### backtest #### terms 6 #### gpa Error 0.1072275603752623 #### mix Error 12.277906761732067