# GEOG 378: Introduction to Geocomputing | UW–Madison [View on UW Courses](https://uwcourses.com/courses/GEOG_378) ## 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 e6e0ec22a8e69fbea26b4284e0bd8cde8d754c7768d5dfc8dbee0da35699cd2c ### course id GEOG 378 ### course uid course\_6b09a761a0eeeecdbbd88dc8 ### catalog version id c6f72d1e12909746dcddee0b45390ff2dc4829a8696b32ea103cf14b702208ae ### course number 378 ### subjects * GEOG ### title INTRODUCTION TO GEOCOMPUTING ### description Introduction to scripting for Geographic Information Science. Geoprocessing with open-source GIS utilities. Python scripting with ArcGIS and open-source libraries. ### requirements text CIV ENGR/​ENVIR ST/​GEOG  377or concurrent enrollment, or graduate/professional standing ### credits min 4 ### credits max 4 ### credit offering ids * 1272:416:023341 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id b77ff9e3e98dc75cc430a526a2b81b6134d3ebeb7257fc2c7112d639a0f07ee6 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Introduction to Geocomputing focusing on Python scripting for geoprocessing using ArcGIS and open-source libraries. ### llm topics * Geographic Information Science * Geoprocessing * Python scripting * ArcGIS * Open-source libraries ### llm skills * Scripting for Geographic Information Science * Geoprocessing with open-source GIS utilities * Python scripting with ArcGIS and open-source libraries ### llm assumed background * Foundational knowledge of Geographic Information Systems (GIS) concepts, data storage, and spatial analysis. ### llm search phrases * GEOG 378 Python scripting * Geoprocessing ArcGIS * Geocomputing introduction * GIS utilities scripting ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash bfea03b92ff4bcab617c27be5649e152b26f5126f3527679bea45f10927c5af2 #### course id GEOG 378 #### current instructors ```json [ { "instructor_uid": "instructor_8fc28205696bc440a5eeb097", "message": null, "name": "Song Gao", "review_status": "supported", "rmp_instructor_id": "rmp:2313819", "summary": [ { "citations": [ { "instructor_name": "Song Gao", "review_date": "2017-12-06 22:47:42 +0000 UTC", "review_id": "41d8ec3632e2dce44662da8b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTI5MDczNTU4", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2017-12-14 11:53:33 +0000 UTC", "review_id": "3562ea2666fe6fff38ab0794", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTI5MTk2ODIy", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2019-01-10 16:04:19 +0000 UTC", "review_id": "2b52655090b7e34989f3373b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTMxMjM3NzM4", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2022-01-18 14:04:00 +0000 UTC", "review_id": "c09afdc4cafe506c5ce6a244", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTM1NzY1NjY5", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2022-11-23 02:59:57 +0000 UTC", "review_id": "656d5f85cbd672738aa509dc", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTM2ODg0MDc2", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2022-12-28 15:57:46 +0000 UTC", "review_id": "f3afcb1f0056bd7ef6072909", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTM3MjU0OTQ1", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" } ], "text": "Song Gao teaches Python programming with geospatial applications, using practical examples and concise lectures that many students find helpful and engaging. Reviewers appreciate his industry knowledge and the relevance of course material to GIS topics." }, { "citations": [ { "instructor_name": "Song Gao", "review_date": "2021-11-16 22:43:17 +0000 UTC", "review_id": "132db2dd165901131a122f36", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTM1MjUxMzI5", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2022-11-16 21:21:26 +0000 UTC", "review_id": "6602ae768a950787eea26ba3", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTM2ODQ4MjMz", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" } ], "text": "Some students criticize the course for using outdated methods and lacking depth in geospatial coding instruction. One reviewer found the lectures ineffective and the labs excessively difficult without prior computer science experience." }, { "citations": [ { "course_id": "GEOG 378", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "source_record": { "entity_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "GEOG 378", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "source_record": { "entity_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "GEOG 378", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "source_record": { "entity_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2021: 3.66 GPA, 84.4% A/AB (n=32 letter grades); Fall 2022: 3.72 GPA, 86.2% A/AB (n=29 letter grades); Fall 2025: 3.71 GPA, 81.0% A/AB (n=42 letter grades)." } ] } ] ``` #### difficulty workload The course is challenging for beginners without coding experience, featuring heavy labs and difficult assignments that require significant effort and practice. ```json { "citations": [ { "instructor_name": "Song Gao", "review_date": "2017-12-06 22:47:42 +0000 UTC", "review_id": "41d8ec3632e2dce44662da8b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTI5MDczNTU4", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2022-01-18 14:07:50 +0000 UTC", "review_id": "09f8ecd0f80de98ae084f8e7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTM1NzY1Njc3", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2022-11-16 21:21:26 +0000 UTC", "review_id": "6602ae768a950787eea26ba3", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTM2ODQ4MjMz", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2022-11-23 02:59:57 +0000 UTC", "review_id": "656d5f85cbd672738aa509dc", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTM2ODg0MDc2", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" } ] } ``` #### errors None recorded. #### historical context None recorded. #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Song Gao teaches Python programming for geospatial computation, with many students finding his lectures helpful, concise, and relevant to GIS applications. ```json { "citations": [ { "instructor_name": "Song Gao", "review_date": "2017-12-06 22:47:42 +0000 UTC", "review_id": "41d8ec3632e2dce44662da8b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTI5MDczNTU4", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2017-12-14 11:53:33 +0000 UTC", "review_id": "3562ea2666fe6fff38ab0794", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTI5MTk2ODIy", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2019-01-10 16:04:19 +0000 UTC", "review_id": "2b52655090b7e34989f3373b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTMxMjM3NzM4", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2022-01-18 14:04:00 +0000 UTC", "review_id": "c09afdc4cafe506c5ce6a244", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTM1NzY1NjY5", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2022-11-23 02:59:57 +0000 UTC", "review_id": "656d5f85cbd672738aa509dc", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTM2ODg0MDc2", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2022-12-28 15:57:46 +0000 UTC", "review_id": "f3afcb1f0056bd7ef6072909", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTM3MjU0OTQ1", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" } ] } ``` Recent recorded grades — Fall 2024: 3.56 GPA, 80.7% A/AB (n=57 letter grades); Spring 2025: 3.23 GPA, 76.9% A/AB (n=13 letter grades); Fall 2025: 3.71 GPA, 81.0% A/AB (n=42 letter grades). ```json { "citations": [ { "course_id": "GEOG 378", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "GEOG 378", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "GEOG 378", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience Some students find the content outdated or the teaching ineffective, while others suggest the course structure could better separate programming basics from geocomputing. ```json { "citations": [ { "instructor_name": "Song Gao", "review_date": "2021-11-16 22:43:17 +0000 UTC", "review_id": "132db2dd165901131a122f36", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTM1MjUxMzI5", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2022-01-18 14:00:55 +0000 UTC", "review_id": "8557943844dea00f60033ee7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTM1NzY1NjYz", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2022-11-16 21:21:26 +0000 UTC", "review_id": "6602ae768a950787eea26ba3", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTM2ODQ4MjMz", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history SONG GAO is recorded teaching in Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "GEOG 378", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "source_record": { "entity_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "GEOG 378", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "source_record": { "entity_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "GEOG 378", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "source_record": { "entity_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "GEOG 378", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "source_record": { "entity_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "GEOG 378", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "source_record": { "entity_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "GEOG 378", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "source_record": { "entity_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "GEOG 378", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "source_record": { "entity_id": "58cf29bc-0083-32d2-bd0c-a62e9ce965b7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2" ], "condition": null, "course": null, "evidence": "CIV ENGR/ENVIR ST/GEOG 377or concurrent enrollment, or graduate/professional standing", "id": "n0", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 377, "minimum_grade": null, "subjects": [ "CIVENGR", "ENVIRST", "GEOG" ], "timing": "prior_or_concurrent" }, "evidence": "CIV ENGR/ENVIR ST/GEOG 377or concurrent enrollment", "id": "n1", "kind": "course" }, { "children": [], "condition": "graduate/professional standing", "course": null, "evidence": "graduate/professional standing", "id": "n2", "kind": "condition" } ] ``` #### notes * Course reference 'CIV ENGR/ENVIR ST/GEOG 377' maps to linked course 'CIVENGR/ENVIRST/GEOG 377'. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_371531bd83e27e94ed175708", "source": "enrollment", "source_instructor_id": "cwei68", "identity_basis": "netid", "identity_status": "source_identified", "name": "CHEN Wei", "email": "CHEN.WEI@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/CHEN_WEI" }, { "instructor_uid": "instructor_8fc28205696bc440a5eeb097", "source": "enrollment", "source_instructor_id": "sgao93", "identity_basis": "netid", "identity_status": "source_identified", "name": "Song Gao", "email": "SONG.GAO@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 28, "quality": 4.71, "difficulty": 3.54, "quality_count": 28, "difficulty_count": 28, "profile_id": "rmp:2313819", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "match_basis": "exact_name", "observed_at": "2026-09-07 16:05:21.178373+00:00", "courses": { "course_6b09a761a0eeeecdbbd88dc8": { "review_count": 13, "quality": 4.38, "difficulty": 3.46, "quality_count": 13, "difficulty_count": 13 }, "course_383500a29b0ac797184420a8": { "review_count": 7, "quality": 5, "difficulty": 3.57, "quality_count": 7, "difficulty_count": 7 }, "course_1049f8ea4b6f06a27858f913": { "review_count": 5, "quality": 5, "difficulty": 3.8, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 4.272369076477748, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/SONG_GAO" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:416:023341", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1272", "source_course_id": "023341", "source_subject_id": "416", "title": "Introduction to Geocomputing", "credits_min": 4, "credits_max": 4, "typically_offered": "Fall, Spring" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:15974", "term_id": "1272", "source_section_id": "15974", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 40, "enrolled": 46, "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:1272:17554", "term_id": "1272", "source_section_id": "17554", "identity_basis": "class_number", "section_number": "301", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 20, "enrolled": 18, "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:1272:17567", "term_id": "1272", "source_section_id": "17567", "identity_basis": "class_number", "section_number": "302", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 20, "enrolled": 28, "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_0f64a012ac7f08302eeda889", "source": "madgrades", "source_instructor_id": "4141827", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RICHARD DONOHUE", "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": 3.559, "graded": 17, "counts": [ 10, 3, 2, 0, 2, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/RICHARD_DONOHUE" }, { "instructor_uid": "instructor_a83faa676e93682dbbe88a3e", "source": "madgrades", "source_instructor_id": "2602019", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JAMES BURT", "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": 2.953, "graded": 2508, "counts": [ 541, 466, 584, 371, 419, 94, 33 ], "sections": 51 }, "instructor_url": "/instructors/JAMES_BURT--instructor_a83faa676e93682dbbe88a3e" }, { "instructor_uid": "instructor_5555a550806642613604a61a", "source": "madgrades", "source_instructor_id": "5620711", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SIMON GORING", "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": 3.457, "graded": 35, "counts": [ 19, 9, 2, 1, 1, 3, 0 ], "sections": 1 }, "instructor_url": "/instructors/SIMON_GORING" }, { "instructor_uid": "instructor_6754e1d9cf8fde80c59c0a90", "source": "madgrades", "source_instructor_id": "5853053", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ZEB THOMAS", "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": 3.667, "graded": 318, "counts": [ 230, 41, 30, 3, 2, 1, 11 ], "sections": 17 }, "instructor_url": "/instructors/ZEB_THOMAS--instructor_6754e1d9cf8fde80c59c0a90" }, { "instructor_uid": "instructor_b193363f8c75557fde1515c7", "source": "madgrades", "source_instructor_id": "3305735", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CARL SACK", "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": 3.422, "graded": 32, "counts": [ 14, 8, 7, 1, 1, 0, 1 ], "sections": 1 }, "instructor_url": "/instructors/CARL_SACK--instructor_b193363f8c75557fde1515c7" }, { "instructor_uid": "instructor_c2bc01ed44caadc796647502", "source": "madgrades", "source_instructor_id": "5180536", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YUYING CHEN", "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": 3.678, "graded": 228, "counts": [ 162, 35, 17, 4, 2, 3, 5 ], "sections": 5 }, "instructor_url": "/instructors/YUYING_CHEN--instructor_c2bc01ed44caadc796647502" }, { "instructor_uid": "instructor_a40d95cd432e710b945e5ca9", "source": "madgrades", "source_instructor_id": "4579133", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHAEL EGGEN", "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": 3.643, "graded": 63, "counts": [ 47, 6, 4, 1, 3, 0, 2 ], "sections": 2 }, "instructor_url": "/instructors/MICHAEL_EGGEN" }, { "instructor_uid": "instructor_ba710d4784ce71f46c828e9d", "source": "madgrades", "source_instructor_id": "6040641", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SONG GAO", "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": 28, "quality": 4.71, "difficulty": 3.54, "quality_count": 28, "difficulty_count": 28, "profile_id": "rmp:2313819", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "match_basis": "exact_name", "observed_at": "2026-09-07 16:05:21.178373+00:00", "courses": { "course_6b09a761a0eeeecdbbd88dc8": { "review_count": 13, "quality": 4.38, "difficulty": 3.46, "quality_count": 13, "difficulty_count": 13 }, "course_383500a29b0ac797184420a8": { "review_count": 7, "quality": 5, "difficulty": 3.57, "quality_count": 7, "difficulty_count": 7 }, "course_1049f8ea4b6f06a27858f913": { "review_count": 5, "quality": 5, "difficulty": 3.8, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 4.272369076477748, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.819, "graded": 530, "counts": [ 406, 80, 29, 8, 6, 1, 0 ], "sections": 52 }, "instructor_url": "/instructors/SONG_GAO--instructor_ba710d4784ce71f46c828e9d" }, { "instructor_uid": "instructor_1271accecb9502b92b82b60d", "source": "madgrades", "source_instructor_id": "5701378", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RANDY SINCOULAR", "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": 3.84, "graded": 119, "counts": [ 105, 5, 4, 1, 2, 1, 1 ], "sections": 12 }, "instructor_url": "/instructors/RANDY_SINCOULAR--instructor_1271accecb9502b92b82b60d" }, { "instructor_uid": "instructor_4fc3ebb729204ee3f4ea6a36", "source": "madgrades", "source_instructor_id": "4934128", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JAKE KRUSE", "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": 3.544, "graded": 45, "counts": [ 28, 6, 5, 3, 2, 0, 1 ], "sections": 1 }, "instructor_url": "/instructors/JAKE_KRUSE" }, { "instructor_uid": "instructor_371531bd83e27e94ed175708", "source": "enrollment", "source_instructor_id": "cwei68", "identity_basis": "netid", "identity_status": "source_identified", "name": "CHEN Wei", "email": "CHEN.WEI@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/CHEN_WEI" }, { "instructor_uid": "instructor_8fc28205696bc440a5eeb097", "source": "enrollment", "source_instructor_id": "sgao93", "identity_basis": "netid", "identity_status": "source_identified", "name": "Song Gao", "email": "SONG.GAO@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 28, "quality": 4.71, "difficulty": 3.54, "quality_count": 28, "difficulty_count": 28, "profile_id": "rmp:2313819", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "match_basis": "exact_name", "observed_at": "2026-09-07 16:05:21.178373+00:00", "courses": { "course_6b09a761a0eeeecdbbd88dc8": { "review_count": 13, "quality": 4.38, "difficulty": 3.46, "quality_count": 13, "difficulty_count": 13 }, "course_383500a29b0ac797184420a8": { "review_count": 7, "quality": 5, "difficulty": 3.57, "quality_count": 7, "difficulty_count": 7 }, "course_1049f8ea4b6f06a27858f913": { "review_count": 5, "quality": 5, "difficulty": 3.8, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 4.272369076477748, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/SONG_GAO" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1114", "term_name": "Spring 2011", "instructors": [ "RICHARD DONOHUE" ], "a": 10, "ab": 3, "b": 2, "bc": 0, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 1, "not_reported": 0, "other": 0, "total": 18, "source_aliases": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1124", "term_name": "Spring 2012", "instructors": [ "JAMES BURT" ], "a": 6, "ab": 9, "b": 7, "bc": 2, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 26, "source_aliases": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1134", "term_name": "Spring 2013", "instructors": [ "JAMES BURT" ], "a": 7, "ab": 9, "b": 4, "bc": 2, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 24, "source_aliases": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "JAMES BURT" ], "a": 10, "ab": 6, "b": 6, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 24, "source_aliases": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "JAMES BURT" ], "a": 15, "ab": 11, "b": 5, "bc": 0, "c": 0, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 32, "source_aliases": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "SIMON GORING" ], "a": 19, "ab": 9, "b": 2, "bc": 1, "c": 1, "d": 3, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 36, "source_aliases": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "CARL SACK", "YUYING CHEN", "ZEB THOMAS" ], "a": 43, "ab": 13, "b": 7, "bc": 1, "c": 1, "d": 0, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 68, "source_aliases": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "ZEB THOMAS" ], "a": 13, "ab": 2, "b": 5, "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": 20, "source_aliases": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "MICHAEL EGGEN", "Song Gao", "ZEB THOMAS" ], "a": 47, "ab": 11, "b": 4, "bc": 2, "c": 2, "d": 0, "f": 2, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 2, "no_work": 0, "not_reported": 0, "other": 0, "total": 71, "source_aliases": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "ZEB THOMAS" ], "a": 13, "ab": 3, "b": 2, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 1, "other": 0, "total": 20, "source_aliases": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "Song Gao", "ZEB THOMAS" ], "a": 50, "ab": 6, "b": 5, "bc": 2, "c": 0, "d": 1, "f": 3, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 67, "source_aliases": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "ZEB THOMAS" ], "a": 16, "ab": 3, "b": 6, "bc": 1, "c": 1, "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": 29, "source_aliases": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "RANDY SINCOULAR", "Song Gao", "ZEB THOMAS" ], "a": 46, "ab": 7, "b": 3, "bc": 2, "c": 2, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 62, "source_aliases": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "ZEB THOMAS" ], "a": 13, "ab": 0, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 1, "total": 16, "source_aliases": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Song Gao", "ZEB THOMAS" ], "a": 30, "ab": 7, "b": 5, "bc": 2, "c": 4, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 2, "no_work": 0, "not_reported": 0, "other": 0, "total": 51, "source_aliases": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Song Gao", "ZEB THOMAS" ], "a": 30, "ab": 13, "b": 7, "bc": 1, "c": 0, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 53, "source_aliases": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "ZEB THOMAS" ], "a": 18, "ab": 6, "b": 3, "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": 28, "source_aliases": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Song Gao", "ZEB THOMAS" ], "a": 27, "ab": 7, "b": 4, "bc": 0, "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": 39, "source_aliases": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "ZEB THOMAS" ], "a": 8, "ab": 2, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 1, "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": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "JAKE KRUSE", "ZEB THOMAS" ], "a": 37, "ab": 7, "b": 5, "bc": 4, "c": 2, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 56, "source_aliases": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "ZEB THOMAS" ], "a": 12, "ab": 3, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 15, "source_aliases": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "YUYING CHEN", "ZEB THOMAS" ], "a": 32, "ab": 14, "b": 5, "bc": 4, "c": 0, "d": 1, "f": 1, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 58, "source_aliases": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "ZEB THOMAS" ], "a": 8, "ab": 2, "b": 1, "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": 13, "source_aliases": [ "GEOG 378" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 378", "course_uid": "course_6b09a761a0eeeecdbbd88dc8", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Song Gao" ], "a": 26, "ab": 8, "b": 8, "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": 42, "source_aliases": [ "GEOG 378" ] } ] ``` ### statistics #### gpa 3.601 #### graded 863 #### counts * 536 * 161 * 97 * 24 * 22 * 5 * 18 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_6b09a761a0eeeecdbbd88dc8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_6b09a761a0eeeecdbbd88dc8-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_6b09a761a0eeeecdbbd88dc8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_6b09a761a0eeeecdbbd88dc8-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_6b09a761a0eeeecdbbd88dc8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_6b09a761a0eeeecdbbd88dc8-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_6b09a761a0eeeecdbbd88dc8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_6b09a761a0eeeecdbbd88dc8-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_6b09a761a0eeeecdbbd88dc8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_6b09a761a0eeeecdbbd88dc8-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.600811123986095 #### count 863 #### university ##### size 5341 ##### gpa Percentile 33 ##### count Percentile 84 ##### median Count 187 ##### 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 | 6 | false | | 2.8–3.2 | 327 | false | | 3.2–3.6 | 1415 | false | | 3.6–4.0 | 3592 | true | #### departments ```json [ { "subject": "GEOG", "comparison": { "size": 76, "gpaPercentile": 45, "countPercentile": 84, "medianCount": 191.5, "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": 6, "current": false }, { "range": "3.2–3.6", "count": 28, "current": false }, { "range": "3.6–4.0", "count": 42, "current": true } ] } } ] ``` ### terms #### 1114 ##### term 1114 ##### gpa 3.5588235294117645 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1124 ##### term 1124 ##### gpa 3.2884615384615383 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1134 ##### term 1134 ##### gpa 3.3541666666666665 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1142 ##### term 1142 ##### gpa 3.5217391304347827 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1152 ##### term 1152 ##### gpa 3.546875 ##### count 32 ##### university ###### size 918 ###### gpa Percentile 64 ###### count Percentile 3 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 33 | false | | 2.8–3.2 | 227 | false | | 3.2–3.6 | 371 | true | | 3.6–4.0 | 286 | false | ##### departments ```json [ { "subject": "GEOG", "comparison": { "size": 20, "gpaPercentile": 84, "countPercentile": 0, "medianCount": 60, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 8, "current": false }, { "range": "3.2–3.6", "count": 8, "current": true }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` #### 1162 ##### term 1162 ##### gpa 3.4571428571428573 ##### count 35 ##### university ###### size 954 ###### gpa Percentile 51 ###### count Percentile 10 ###### median Count 64.5 ###### 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 | 23 | false | | 2.8–3.2 | 234 | false | | 3.2–3.6 | 350 | true | | 3.6–4.0 | 345 | false | ##### departments ```json [ { "subject": "GEOG", "comparison": { "size": 18, "gpaPercentile": 76, "countPercentile": 6, "medianCount": 79.5, "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": 7, "current": false }, { "range": "3.2–3.6", "count": 8, "current": true }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` #### 1172 ##### term 1172 ##### gpa 3.626865671641791 ##### count 67 ##### university ###### size 991 ###### gpa Percentile 63 ###### count Percentile 49 ###### 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 | 0 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 226 | false | | 3.2–3.6 | 353 | false | | 3.6–4.0 | 390 | true | ##### departments ```json [ { "subject": "GEOG", "comparison": { "size": 16, "gpaPercentile": 80, "countPercentile": 33, "medianCount": 81.5, "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": false }, { "range": "3.6–4.0", "count": 5, "current": true } ] } } ] ``` #### 1174 ##### term 1174 ##### gpa 3.7 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1182 ##### term 1182 ##### gpa 3.639705882352941 ##### count 68 ##### university ###### size 1025 ###### gpa Percentile 64 ###### count Percentile 48 ###### 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 | false | | 3.6–4.0 | 418 | true | ##### departments ```json [ { "subject": "GEOG", "comparison": { "size": 20, "gpaPercentile": 74, "countPercentile": 47, "medianCount": 68.5, "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": 2, "current": false }, { "range": "3.2–3.6", "count": 11, "current": false }, { "range": "3.6–4.0", "count": 7, "current": true } ] } } ] ``` #### 1184 ##### term 1184 ##### gpa 3.710526315789474 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1192 ##### term 1192 ##### gpa 3.611940298507463 ##### count 67 ##### university ###### size 1077 ###### gpa Percentile 57 ###### count Percentile 50 ###### 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 | false | | 3.6–4.0 | 481 | true | ##### departments ```json [ { "subject": "GEOG", "comparison": { "size": 21, "gpaPercentile": 75, "countPercentile": 45, "medianCount": 73, "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": false }, { "range": "3.6–4.0", "count": 6, "current": true } ] } } ] ``` #### 1194 ##### term 1194 ##### gpa 3.3448275862068964 ##### count 29 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1202 ##### term 1202 ##### gpa 3.7131147540983607 ##### count 61 ##### university ###### size 1102 ###### gpa Percentile 67 ###### count Percentile 45 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 218 | false | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 498 | true | ##### departments ```json [ { "subject": "GEOG", "comparison": { "size": 18, "gpaPercentile": 88, "countPercentile": 47, "medianCount": 62, "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": 8, "current": false }, { "range": "3.6–4.0", "count": 7, "current": true } ] } } ] ``` #### 1204 ##### term 1204 ##### gpa 3.9285714285714284 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1212 ##### term 1212 ##### gpa 3.520408163265306 ##### count 49 ##### university ###### size 1111 ###### gpa Percentile 38 ###### count Percentile 33 ###### 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 | true | | 3.6–4.0 | 611 | false | ##### departments ```json [ { "subject": "GEOG", "comparison": { "size": 19, "gpaPercentile": 44, "countPercentile": 28, "medianCount": 69, "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": 11, "current": true }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 3.6346153846153846 ##### count 52 ##### university ###### size 1157 ###### gpa Percentile 50 ###### count Percentile 38 ###### 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 ```json [ { "subject": "GEOG", "comparison": { "size": 18, "gpaPercentile": 41, "countPercentile": 41, "medianCount": 67, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 2, "current": false }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 11, "current": true } ] } } ] ``` #### 1224 ##### term 1224 ##### gpa 3.7777777777777777 ##### count 27 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1232 ##### term 1232 ##### gpa 3.7564102564102564 ##### count 39 ##### university ###### size 1216 ###### gpa Percentile 64 ###### count Percentile 20 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 356 | false | | 3.6–4.0 | 670 | true | ##### departments ```json [ { "subject": "GEOG", "comparison": { "size": 21, "gpaPercentile": 85, "countPercentile": 20, "medianCount": 85, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 2, "current": false }, { "range": "3.2–3.6", "count": 13, "current": false }, { "range": "3.6–4.0", "count": 6, "current": true } ] } } ] ``` #### 1234 ##### term 1234 ##### gpa 3.5454545454545454 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1242 ##### term 1242 ##### gpa 3.5982142857142856 ##### count 56 ##### university ###### size 1295 ###### gpa Percentile 44 ###### count Percentile 42 ###### 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 ```json [ { "subject": "GEOG", "comparison": { "size": 18, "gpaPercentile": 59, "countPercentile": 24, "medianCount": 78.5, "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": 1, "current": false }, { "range": "3.2–3.6", "count": 10, "current": true }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.9 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1252 ##### term 1252 ##### gpa 3.56140350877193 ##### count 57 ##### university ###### size 1333 ###### gpa Percentile 38 ###### count Percentile 41 ###### 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": "GEOG", "comparison": { "size": 20, "gpaPercentile": 58, "countPercentile": 42, "medianCount": 66, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 2, "current": false }, { "range": "3.2–3.6", "count": 10, "current": true }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.230769230769231 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1262 ##### term 1262 ##### gpa 3.7142857142857144 ##### count 42 ##### university ###### size 1320 ###### gpa Percentile 52 ###### count Percentile 24 ###### 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 | false | | 3.6–4.0 | 797 | true | ##### departments ```json [ { "subject": "GEOG", "comparison": { "size": 17, "gpaPercentile": 75, "countPercentile": 19, "medianCount": 73, "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": 1, "current": false }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 9, "current": true } ] } } ] ``` ### benchmarks #### all ##### school ###### size 5341 ###### gpa 3.6824387685012088 ###### top Share 83.20573840857355 ###### count 187 ##### GEOG ###### size 76 ###### gpa 3.604183186808036 ###### top Share 78.63931831256548 ###### count 191.5 #### terms ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ###### GEOG ###### size 15 ###### gpa 3.124865845222398 ###### top Share 51.4706229211916 ###### count 73 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ###### GEOG ###### size 15 ###### gpa 3.1841492533973814 ###### top Share 52.248440894211974 ###### count 79 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ###### GEOG ###### size 16 ###### gpa 3.1949847382082988 ###### top Share 50.73507925415191 ###### count 72 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ###### GEOG ###### size 16 ###### gpa 3.2439910619141195 ###### top Share 53.875172660656986 ###### count 77 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ###### GEOG ###### size 20 ###### gpa 3.2886723887363396 ###### top Share 57.6790762666065 ###### count 60 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ###### GEOG ###### size 18 ###### gpa 3.3176420835103957 ###### top Share 60.81158305120385 ###### count 79.5 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ###### GEOG ###### size 16 ###### gpa 3.3601991654243832 ###### top Share 63.20012922722716 ###### count 81.5 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ###### GEOG ###### size 17 ###### gpa 3.3769350586664646 ###### top Share 64.93734543619735 ###### count 94 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ###### GEOG ###### size 20 ###### gpa 3.453345625277811 ###### top Share 69.04243509767332 ###### count 68.5 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ###### GEOG ###### size 21 ###### gpa 3.421632555951756 ###### top Share 69.018944646112 ###### count 77 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ###### GEOG ###### size 21 ###### gpa 3.436453371088323 ###### top Share 69.30075813293759 ###### count 73 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ###### GEOG ###### size 21 ###### gpa 3.40427141755737 ###### top Share 66.93916213679151 ###### count 70 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ###### GEOG ###### size 18 ###### gpa 3.456671683161845 ###### top Share 67.85126625248914 ###### count 62 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ###### GEOG ###### size 18 ###### gpa 3.582718246474726 ###### top Share 76.43639814202594 ###### count 78.5 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ###### GEOG ###### size 19 ###### gpa 3.5848710600704585 ###### top Share 79.56717101308115 ###### count 69 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### GEOG ###### size 18 ###### gpa 3.574990853996189 ###### top Share 77.25434022903585 ###### count 67 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ###### GEOG ###### size 20 ###### gpa 3.4618333551122022 ###### top Share 71.12507541597725 ###### count 73 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### GEOG ###### size 21 ###### gpa 3.531015747669934 ###### top Share 78.08327879080488 ###### count 85 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### GEOG ###### size 20 ###### gpa 3.443558312357458 ###### top Share 69.37000071893554 ###### count 86 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### GEOG ###### size 18 ###### gpa 3.5318959571655393 ###### top Share 75.76728730712648 ###### count 78.5 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### GEOG ###### size 22 ###### gpa 3.5303428750158634 ###### top Share 74.39280835537028 ###### count 72 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### GEOG ###### size 20 ###### gpa 3.560484505388163 ###### top Share 74.78525450469792 ###### count 66 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### GEOG ###### size 22 ###### gpa 3.5765534265131054 ###### top Share 77.77119788550397 ###### count 73 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### GEOG ###### size 17 ###### gpa 3.547745099112077 ###### top Share 74.51098573869868 ###### count 73 ## instructor Trends ```json [ { "uid": "instructor_6754e1d9cf8fde80c59c0a90", "name": "ZEB THOMAS", "count": 318, "terms": [ { "term": "1172", "count": 35, "sections": 1, "gpa": 3.8142857142857145 }, { "term": "1174", "count": 20, "sections": 1, "gpa": 3.7 }, { "term": "1182", "count": 11, "sections": 1, "gpa": 3.9545454545454546 }, { "term": "1184", "count": 19, "sections": 1, "gpa": 3.710526315789474 }, { "term": "1192", "count": 33, "sections": 1, "gpa": 3.4393939393939394 }, { "term": "1194", "count": 29, "sections": 1, "gpa": 3.3448275862068964 }, { "term": "1202", "count": 14, "sections": 1, "gpa": 3.857142857142857 }, { "term": "1204", "count": 14, "sections": 1, "gpa": 3.9285714285714284 }, { "term": "1212", "count": 20, "sections": 1, "gpa": 3.525 }, { "term": "1222", "count": 20, "sections": 1, "gpa": 3.6 }, { "term": "1224", "count": 27, "sections": 1, "gpa": 3.7777777777777777 }, { "term": "1232", "count": 10, "sections": 1, "gpa": 3.85 }, { "term": "1234", "count": 11, "sections": 1, "gpa": 3.5454545454545454 }, { "term": "1242", "count": 11, "sections": 1, "gpa": 3.8181818181818183 }, { "term": "1244", "count": 15, "sections": 1, "gpa": 3.9 }, { "term": "1252", "count": 16, "sections": 1, "gpa": 3.78125 }, { "term": "1254", "count": 13, "sections": 1, "gpa": 3.230769230769231 } ] }, { "uid": "instructor_ba710d4784ce71f46c828e9d", "name": "SONG GAO", "count": 230, "terms": [ { "term": "1182", "count": 27, "sections": 1, "gpa": 3.7777777777777777 }, { "term": "1192", "count": 34, "sections": 1, "gpa": 3.7794117647058822 }, { "term": "1202", "count": 37, "sections": 1, "gpa": 3.824324324324324 }, { "term": "1212", "count": 29, "sections": 1, "gpa": 3.5172413793103448 }, { "term": "1222", "count": 32, "sections": 1, "gpa": 3.65625 }, { "term": "1232", "count": 29, "sections": 1, "gpa": 3.7241379310344827 }, { "term": "1262", "count": 42, "sections": 1, "gpa": 3.7142857142857144 } ] }, { "uid": "instructor_a83faa676e93682dbbe88a3e", "name": "JAMES BURT", "count": 105, "terms": [ { "term": "1124", "count": 26, "sections": 1, "gpa": 3.2884615384615383 }, { "term": "1134", "count": 24, "sections": 1, "gpa": 3.3541666666666665 }, { "term": "1142", "count": 23, "sections": 1, "gpa": 3.5217391304347827 }, { "term": "1152", "count": 32, "sections": 1, "gpa": 3.546875 } ] }, { "uid": "instructor_c2bc01ed44caadc796647502", "name": "YUYING CHEN", "count": 76, "terms": [ { "term": "1172", "count": 35, "sections": 1, "gpa": 3.8142857142857145 }, { "term": "1252", "count": 41, "sections": 1, "gpa": 3.475609756097561 } ] }, { "uid": "instructor_4fc3ebb729204ee3f4ea6a36", "name": "JAKE KRUSE", "count": 45, "terms": [ { "term": "1242", "count": 45, "sections": 1, "gpa": 3.5444444444444443 } ] }, { "uid": "instructor_5555a550806642613604a61a", "name": "SIMON GORING", "count": 35, "terms": [ { "term": "1162", "count": 35, "sections": 1, "gpa": 3.4571428571428573 } ] }, { "uid": "instructor_b193363f8c75557fde1515c7", "name": "CARL SACK", "count": 32, "terms": [ { "term": "1172", "count": 32, "sections": 1, "gpa": 3.421875 } ] }, { "uid": "instructor_a40d95cd432e710b945e5ca9", "name": "MICHAEL EGGEN", "count": 30, "terms": [ { "term": "1182", "count": 30, "sections": 1, "gpa": 3.4 } ] }, { "uid": "instructor_0f64a012ac7f08302eeda889", "name": "RICHARD DONOHUE", "count": 17, "terms": [ { "term": "1114", "count": 17, "sections": 1, "gpa": 3.5588235294117645 } ] }, { "uid": "instructor_1271accecb9502b92b82b60d", "name": "RANDY SINCOULAR", "count": 10, "terms": [ { "term": "1202", "count": 10, "sections": 1, "gpa": 3.1 } ] } ] ``` ## following | code | title | | -------- | ------------------------------------------------------- | | GEOG 573 | ADVANCED GEOCOMPUTING AND GEOSPATIAL BIG DATA ANALYTICS | | GEOG 575 | INTERACTIVE CARTOGRAPHY & GEOVISUALIZATION | | GEOG 576 | GEOSPATIAL WEB AND MOBILE PROGRAMMING | | GEOG 777 | CAPSTONE IN GIS DEVELOPMENT | | GEOG 778 | PRACTICUM IN GIS DEVELOPMENT | ## projection ### target 1272 ### interval #### lower 3.51 #### upper 3.79 #### coverage 80 #### terms 8 ### gpa 3.6525125466982726 ### grades | grade | percentage | | ----- | ------------------- | | A | 61.92874820595955 | | AB | 19.671134413487678 | | B | 12.65604974615721 | | BC | 3.2642658159329407 | | C | 1.070482745875416 | | D | 0.41751212872733945 | | F | 0.991806943859851 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 246 ### same Season true ### historical Range * 3.56140350877193 * 3.7564102564102564 ### backtest #### terms 8 #### gpa Error 0.08325669822588688 #### mix Error 11.665053353317454