# GEOG 574: Geospatial Database Design and Development | UW–Madison [View on UW Courses](https://uwcourses.com/courses/GEOG_574) ## 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 7373bb24cbde8236b788aca7d52b0065e19647cd9df6e02c577f8125817b8d9a ### course id GEOG 574 ### course uid course\_787a37dc75cfd7aabbc23ff3 ### catalog version id 2d3c55b6a3d1b279b75048711c7c5f917625e81aa96dcf2460d69d24b6a196a8 ### course number 574 ### subjects * GEOG ### title GEOSPATIAL DATABASE DESIGN AND DEVELOPMENT ### description Introduces the basic concepts, techniques and methodologies for designing and implementing a spatial database to prepare for professional work as a GIS designer, analyst, specialist or researcher. Design conceptual spatial database models and implement them within specific spatial data management systems (DBMS). Covers basic SQL database language and the latest developments in database systems (e.g. NoSQL database) for managing and mining spatial big data such as social media datasets and GPS trajectories. ### requirements text GEOG 170,GEOG 370,ENVIR ST/​CIV ENGR/​GEOG  377or graduate/professional standing ### credit offering ids None recorded. ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 0dd1f284dea3361ee6d023137fa0fc06e89c2100e20a141f4665037e2e3e6a1e ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Teaches design and implementation of spatial databases using SQL and NoSQL for spatial big data. ### llm topics * Conceptual spatial database models. * Spatial data management systems. * SQL database language. * NoSQL databases. * Spatial big data mining. ### llm skills * Design conceptual spatial database models. * Implement spatial databases in specific DBMS. * Manage and mine spatial big data. ### llm assumed background * Foundational knowledge in geospatial data, cartography, and GIS systems. * Basic SQL database language. ### llm search phrases * spatial database design * GIS database implementation * SQL for GIS * NoSQL spatial data * geospatial big data mining ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 783f4f0c0f037bd90788d03ba8ba0e5b0684168088ae17294c353cce328cc345 #### course id GEOG 574 #### current instructors None recorded. #### difficulty workload Historical reviews of Qunying Huang: Exams are described as very easy, and labs are well-organized, though one reviewer felt the course lacked sufficient learning depth for its credit value. ```json { "citations": [ { "instructor_name": "Qunying Huang", "review_date": "2024-11-20 20:30:52 +0000 UTC", "review_id": "ccb1cde204650278159f9f53", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2862862", "source_review_id": "UmF0aW5nLTM5OTk1MDkx", "source_url": "https://www.ratemyprofessors.com/professor/2862862", "type": "review" }, { "instructor_name": "Qunying Huang", "review_date": "2025-04-29 19:49:41 +0000 UTC", "review_id": "d0b9e4f5989b8bd5faaca2e7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2862862", "source_review_id": "UmF0aW5nLTQxMDg5NDM1", "source_url": "https://www.ratemyprofessors.com/professor/2862862", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Qunying Huang: Qunying Huang is consistently described as approachable, supportive, and passionate about GIS and database development. Reviewers highlight her responsiveness to emails and willingness to meet outside office hours. However, some students note that her lectures can feel disorganized and that the course content may not be sufficiently rigorous for a three-credit class. ```json { "citations": [ { "instructor_name": "Qunying Huang", "review_date": "2022-12-13 20:08:15 +0000 UTC", "review_id": "07edc9b4a8a0c9d98cbf0a0d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2862862", "source_review_id": "UmF0aW5nLTM3MTAwMTYy", "source_url": "https://www.ratemyprofessors.com/professor/2862862", "type": "review" }, { "instructor_name": "Qunying Huang", "review_date": "2023-02-09 16:35:05 +0000 UTC", "review_id": "3c52417c44378612cd300662", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2862862", "source_review_id": "UmF0aW5nLTM3NDIwMDky", "source_url": "https://www.ratemyprofessors.com/professor/2862862", "type": "review" }, { "instructor_name": "Qunying Huang", "review_date": "2024-11-20 20:30:52 +0000 UTC", "review_id": "ccb1cde204650278159f9f53", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2862862", "source_review_id": "UmF0aW5nLTM5OTk1MDkx", "source_url": "https://www.ratemyprofessors.com/professor/2862862", "type": "review" }, { "instructor_name": "Qunying Huang", "review_date": "2025-04-29 19:49:41 +0000 UTC", "review_id": "d0b9e4f5989b8bd5faaca2e7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2862862", "source_review_id": "UmF0aW5nLTQxMDg5NDM1", "source_url": "https://www.ratemyprofessors.com/professor/2862862", "type": "review" } ] } ``` #### offered false #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews of Qunying Huang: Qunying Huang teaches an accessible advanced computing class with supportive office hours and easy exams, though some students find the lectures disorganized and the learning depth insufficient. ```json { "citations": [ { "instructor_name": "Qunying Huang", "review_date": "2022-12-13 20:08:15 +0000 UTC", "review_id": "07edc9b4a8a0c9d98cbf0a0d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2862862", "source_review_id": "UmF0aW5nLTM3MTAwMTYy", "source_url": "https://www.ratemyprofessors.com/professor/2862862", "type": "review" }, { "instructor_name": "Qunying Huang", "review_date": "2023-02-09 16:35:05 +0000 UTC", "review_id": "3c52417c44378612cd300662", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2862862", "source_review_id": "UmF0aW5nLTM3NDIwMDky", "source_url": "https://www.ratemyprofessors.com/professor/2862862", "type": "review" }, { "instructor_name": "Qunying Huang", "review_date": "2024-11-20 20:30:52 +0000 UTC", "review_id": "ccb1cde204650278159f9f53", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2862862", "source_review_id": "UmF0aW5nLTM5OTk1MDkx", "source_url": "https://www.ratemyprofessors.com/professor/2862862", "type": "review" }, { "instructor_name": "Qunying Huang", "review_date": "2025-04-29 19:49:41 +0000 UTC", "review_id": "d0b9e4f5989b8bd5faaca2e7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2862862", "source_review_id": "UmF0aW5nLTQxMDg5NDM1", "source_url": "https://www.ratemyprofessors.com/professor/2862862", "type": "review" } ] } ``` Recent recorded grades — Fall 2024: 3.81 GPA, 88.6% A/AB (n=44 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=12 letter grades); Spring 2026: 3.86 GPA, 91.4% A/AB (n=35 letter grades). ```json { "citations": [ { "course_id": "GEOG 574", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "e444b160-e06e-3ad2-a433-edfc5224a090", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "GEOG 574", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "e444b160-e06e-3ad2-a433-edfc5224a090", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "GEOG 574", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "e444b160-e06e-3ad2-a433-edfc5224a090", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Qunying Huang: Students appreciate Huang's approachability, passion, and willingness to meet outside office hours, though some wish for more code examples and find the lecture structure disorganized. ```json { "citations": [ { "instructor_name": "Qunying Huang", "review_date": "2022-12-13 20:08:15 +0000 UTC", "review_id": "07edc9b4a8a0c9d98cbf0a0d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2862862", "source_review_id": "UmF0aW5nLTM3MTAwMTYy", "source_url": "https://www.ratemyprofessors.com/professor/2862862", "type": "review" }, { "instructor_name": "Qunying Huang", "review_date": "2023-02-09 16:35:05 +0000 UTC", "review_id": "3c52417c44378612cd300662", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2862862", "source_review_id": "UmF0aW5nLTM3NDIwMDky", "source_url": "https://www.ratemyprofessors.com/professor/2862862", "type": "review" }, { "instructor_name": "Qunying Huang", "review_date": "2024-11-20 20:30:52 +0000 UTC", "review_id": "ccb1cde204650278159f9f53", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2862862", "source_review_id": "UmF0aW5nLTM5OTk1MDkx", "source_url": "https://www.ratemyprofessors.com/professor/2862862", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history QUNYING HUANG is recorded teaching in Fall 2017, Fall 2018, Fall 2020, Fall 2022, Fall 2023, Fall 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "GEOG 574", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e444b160-e06e-3ad2-a433-edfc5224a090", "source_record": { "entity_id": "e444b160-e06e-3ad2-a433-edfc5224a090", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "GEOG 574", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e444b160-e06e-3ad2-a433-edfc5224a090", "source_record": { "entity_id": "e444b160-e06e-3ad2-a433-edfc5224a090", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "GEOG 574", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e444b160-e06e-3ad2-a433-edfc5224a090", "source_record": { "entity_id": "e444b160-e06e-3ad2-a433-edfc5224a090", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "GEOG 574", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e444b160-e06e-3ad2-a433-edfc5224a090", "source_record": { "entity_id": "e444b160-e06e-3ad2-a433-edfc5224a090", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "GEOG 574", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e444b160-e06e-3ad2-a433-edfc5224a090", "source_record": { "entity_id": "e444b160-e06e-3ad2-a433-edfc5224a090", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "GEOG 574", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e444b160-e06e-3ad2-a433-edfc5224a090", "source_record": { "entity_id": "e444b160-e06e-3ad2-a433-edfc5224a090", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "GEOG 574", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e444b160-e06e-3ad2-a433-edfc5224a090", "source_record": { "entity_id": "e444b160-e06e-3ad2-a433-edfc5224a090", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2", "n3", "n4" ], "condition": null, "course": null, "evidence": "GEOG 170,GEOG 370,ENVIR ST/CIV ENGR/GEOG 377or graduate/professional standing", "id": "n0", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 170, "minimum_grade": null, "subjects": [ "GEOG" ], "timing": "prior" }, "evidence": "GEOG 170", "id": "n1", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 370, "minimum_grade": null, "subjects": [ "GEOG" ], "timing": "prior" }, "evidence": "GEOG 370", "id": "n2", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 377, "minimum_grade": null, "subjects": [ "CIVENGR", "ENVIRST", "GEOG" ], "timing": "prior" }, "evidence": "ENVIR ST/CIV ENGR/GEOG 377", "id": "n3", "kind": "course" }, { "children": [], "condition": "graduate/professional standing", "course": null, "evidence": "graduate/professional standing", "id": "n4", "kind": "condition" } ] ``` #### notes * The text 'GEOG 170,GEOG 370,ENVIR ST/CIV ENGR/GEOG 377or graduate/professional standing' is parsed as an OR of four conditions. The comma separation implies an OR between the courses, and 'or' explicitly separates the final standing option. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_73a994b613eb1d3cb9c15d43", "source": "madgrades", "source_instructor_id": "4716650", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CHRISTOPHER SCHEELE", "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": 3.909, "graded": 215, "counts": [ 194, 11, 8, 0, 0, 2, 0 ], "sections": 19 }, "instructor_url": "/instructors/CHRISTOPHER_SCHEELE--instructor_73a994b613eb1d3cb9c15d43" }, { "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_6019ea2b8e3c7f7c32bba086", "source": "madgrades", "source_instructor_id": "5285351", "identity_basis": "source_id", "identity_status": "source_identified", "name": "QUNYING HUANG", "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": 7, "quality": 4.29, "difficulty": 1.86, "quality_count": 7, "difficulty_count": 7, "profile_id": "rmp:2862862", "source_url": "https://www.ratemyprofessors.com/professor/2862862", "match_basis": "exact_name", "observed_at": "2026-09-07 16:25:19.533486+00:00", "courses": { "course_787a37dc75cfd7aabbc23ff3": { "review_count": 4, "quality": 4.75, "difficulty": 1.75, "quality_count": 4, "difficulty_count": 4 }, "course_a3dc86d993db7814ebb1fe68": { "review_count": 3, "quality": 3.67, "difficulty": 2, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.8231005804048857, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.462, "graded": 5736, "counts": [ 2930, 1194, 773, 299, 402, 86, 52 ], "sections": 60 }, "instructor_url": "/instructors/QUNYING_HUANG--instructor_6019ea2b8e3c7f7c32bba086" }, { "instructor_uid": "instructor_daa0e253b40d84df75ca4407", "source": "madgrades", "source_instructor_id": "5209032", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JEFFREY HATZEL", "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": 3.927, "graded": 171, "counts": [ 157, 10, 2, 1, 0, 0, 1 ], "sections": 17 }, "instructor_url": "/instructors/JEFFREY_HATZEL--instructor_daa0e253b40d84df75ca4407" }, { "instructor_uid": "instructor_7630b47091f43069a50d1793", "source": "madgrades", "source_instructor_id": "6177205", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JUSTIN COLE", "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": 3.806, "graded": 364, "counts": [ 322, 11, 14, 4, 3, 1, 9 ], "sections": 28 }, "instructor_url": "/instructors/JUSTIN_COLE" }, { "instructor_uid": "instructor_b019c2888d3bf17b784cd35e", "source": "madgrades", "source_instructor_id": "3778088", "identity_basis": "source_id", "identity_status": "source_identified", "name": "WILLIAM MEKEEL", "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": 3.7, "graded": 140, "counts": [ 126, 0, 3, 0, 1, 3, 7 ], "sections": 21 }, "instructor_url": "/instructors/WILLIAM_MEKEEL--instructor_b019c2888d3bf17b784cd35e" }, { "instructor_uid": "instructor_e0f3546dd0c0d07393183248", "source": "madgrades", "source_instructor_id": "6229745", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YUCHI MA", "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": 3.75, "graded": 22, "counts": [ 15, 4, 2, 1, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/YUCHI_MA" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 574", "course_uid": "course_787a37dc75cfd7aabbc23ff3", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "CHRISTOPHER SCHEELE", "YUYING CHEN" ], "a": 36, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 36, "source_aliases": [ "GEOG 574" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 574", "course_uid": "course_787a37dc75cfd7aabbc23ff3", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Jeffrey Hatzel", "Qunying Huang" ], "a": 25, "ab": 5, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 1, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 33, "source_aliases": [ "GEOG 574" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 574", "course_uid": "course_787a37dc75cfd7aabbc23ff3", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "Jeffrey Hatzel", "YUYING CHEN" ], "a": 36, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 36, "source_aliases": [ "GEOG 574" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 574", "course_uid": "course_787a37dc75cfd7aabbc23ff3", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "JUSTIN COLE", "Qunying Huang" ], "a": 31, "ab": 6, "b": 1, "bc": 0, "c": 2, "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": 41, "source_aliases": [ "GEOG 574" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 574", "course_uid": "course_787a37dc75cfd7aabbc23ff3", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "JUSTIN COLE" ], "a": 29, "ab": 0, "b": 1, "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": 31, "source_aliases": [ "GEOG 574" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 574", "course_uid": "course_787a37dc75cfd7aabbc23ff3", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "JUSTIN COLE" ], "a": 12, "ab": 0, "b": 2, "bc": 1, "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 574" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 574", "course_uid": "course_787a37dc75cfd7aabbc23ff3", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "JUSTIN COLE" ], "a": 24, "ab": 0, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 1, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 26, "source_aliases": [ "GEOG 574" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 574", "course_uid": "course_787a37dc75cfd7aabbc23ff3", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Qunying Huang", "WILLIAM MEKEEL" ], "a": 26, "ab": 1, "b": 0, "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": 28, "source_aliases": [ "GEOG 574" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 574", "course_uid": "course_787a37dc75cfd7aabbc23ff3", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "JUSTIN COLE", "Yuchen Ma" ], "a": 21, "ab": 4, "b": 2, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 29, "source_aliases": [ "GEOG 574" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 574", "course_uid": "course_787a37dc75cfd7aabbc23ff3", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "JUSTIN COLE" ], "a": 12, "ab": 0, "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": 13, "source_aliases": [ "GEOG 574" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 574", "course_uid": "course_787a37dc75cfd7aabbc23ff3", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "JUSTIN COLE", "Qunying Huang" ], "a": 31, "ab": 2, "b": 0, "bc": 0, "c": 1, "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": 36, "source_aliases": [ "GEOG 574" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 574", "course_uid": "course_787a37dc75cfd7aabbc23ff3", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "JUSTIN COLE" ], "a": 9, "ab": 0, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 10, "source_aliases": [ "GEOG 574" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 574", "course_uid": "course_787a37dc75cfd7aabbc23ff3", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "JUSTIN COLE", "Qunying Huang" ], "a": 36, "ab": 7, "b": 0, "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": 0, "total": 44, "source_aliases": [ "GEOG 574" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 574", "course_uid": "course_787a37dc75cfd7aabbc23ff3", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "JUSTIN COLE" ], "a": 12, "ab": 0, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 13, "source_aliases": [ "GEOG 574" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 574", "course_uid": "course_787a37dc75cfd7aabbc23ff3", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "JUSTIN COLE", "Qunying Huang" ], "a": 37, "ab": 2, "b": 2, "bc": 1, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 44, "source_aliases": [ "GEOG 574" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 574", "course_uid": "course_787a37dc75cfd7aabbc23ff3", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "JUSTIN COLE" ], "a": 12, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 12, "source_aliases": [ "GEOG 574" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 574", "course_uid": "course_787a37dc75cfd7aabbc23ff3", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "JUSTIN COLE" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "GEOG 574" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 574", "course_uid": "course_787a37dc75cfd7aabbc23ff3", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Qunying Huang" ], "a": 30, "ab": 2, "b": 2, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 36, "source_aliases": [ "GEOG 574" ] } ] ``` ### statistics #### gpa 3.869 #### graded 475 #### counts * 419 * 29 * 13 * 3 * 7 * 0 * 4 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_787a37dc75cfd7aabbc23ff3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_787a37dc75cfd7aabbc23ff3-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_787a37dc75cfd7aabbc23ff3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_787a37dc75cfd7aabbc23ff3-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_787a37dc75cfd7aabbc23ff3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_787a37dc75cfd7aabbc23ff3-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_787a37dc75cfd7aabbc23ff3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_787a37dc75cfd7aabbc23ff3-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.869473684210526 #### count 475 #### university ##### size 5164 ##### gpa Percentile 68 ##### count Percentile 77 ##### median Count 162 ##### 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 | 272 | false | | 3.2–3.6 | 1288 | false | | 3.6–4.0 | 3595 | true | #### departments ```json [ { "subject": "GEOG", "comparison": { "size": 75, "gpaPercentile": 77, "countPercentile": 78, "medianCount": 177, "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": 27, "current": false }, { "range": "3.6–4.0", "count": 45, "current": true } ] } } ] ``` ### terms #### 1174 ##### term 1174 ##### gpa 4 ##### count 36 ##### university ###### size 955 ###### gpa Percentile 96 ###### count Percentile 11 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 29 | false | | 2.8–3.2 | 224 | false | | 3.2–3.6 | 332 | false | | 3.6–4.0 | 369 | true | ##### departments ```json [ { "subject": "GEOG", "comparison": { "size": 17, "gpaPercentile": 100, "countPercentile": 0, "medianCount": 94, "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": 7, "current": false }, { "range": "3.6–4.0", "count": 4, "current": true } ] } } ] ``` #### 1182 ##### term 1182 ##### gpa 3.7903225806451615 ##### count 31 ##### university ###### size 1025 ###### gpa Percentile 78 ###### count Percentile 2 ###### 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": 95, "countPercentile": 5, "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 4 ##### count 36 ##### university ###### size 1010 ###### gpa Percentile 96 ###### count Percentile 13 ###### 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 | 26 | false | | 2.8–3.2 | 210 | false | | 3.2–3.6 | 355 | false | | 3.6–4.0 | 418 | true | ##### departments ```json [ { "subject": "GEOG", "comparison": { "size": 21, "gpaPercentile": 100, "countPercentile": 10, "medianCount": 77, "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": 5, "current": false }, { "range": "3.2–3.6", "count": 12, "current": false }, { "range": "3.6–4.0", "count": 4, "current": true } ] } } ] ``` #### 1192 ##### term 1192 ##### gpa 3.8 ##### count 40 ##### university ###### size 1077 ###### gpa Percentile 75 ###### count Percentile 21 ###### 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": 95, "countPercentile": 30, "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 3.838709677419355 ##### count 31 ##### university ###### size 1040 ###### gpa Percentile 80 ###### count Percentile 2 ###### 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 | 23 | false | | 2.8–3.2 | 220 | false | | 3.2–3.6 | 342 | false | | 3.6–4.0 | 454 | true | ##### departments ```json [ { "subject": "GEOG", "comparison": { "size": 21, "gpaPercentile": 100, "countPercentile": 0, "medianCount": 70, "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": 13, "current": false }, { "range": "3.6–4.0", "count": 5, "current": true } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 3.7666666666666666 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1204 ##### term 1204 ##### gpa 3.96 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1212 ##### term 1212 ##### gpa 3.9107142857142856 ##### count 28 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1222 ##### term 1222 ##### gpa 3.8035714285714284 ##### count 28 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1224 ##### term 1224 ##### gpa 3.6923076923076925 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1232 ##### term 1232 ##### gpa 3.8 ##### count 35 ##### university ###### size 1216 ###### gpa Percentile 69 ###### count Percentile 12 ###### 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": 90, "countPercentile": 10, "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 3.9 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1242 ##### term 1242 ##### gpa 3.9186046511627906 ##### count 43 ##### university ###### size 1295 ###### gpa Percentile 84 ###### count Percentile 28 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 162 | false | | 3.2–3.6 | 394 | false | | 3.6–4.0 | 726 | true | ##### departments ```json [ { "subject": "GEOG", "comparison": { "size": 18, "gpaPercentile": 100, "countPercentile": 12, "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": false }, { "range": "3.6–4.0", "count": 7, "current": true } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.923076923076923 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1252 ##### term 1252 ##### gpa 3.8068181818181817 ##### count 44 ##### university ###### size 1333 ###### gpa Percentile 67 ###### count Percentile 27 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 115 | false | | 3.2–3.6 | 431 | false | | 3.6–4.0 | 773 | true | ##### departments ```json [ { "subject": "GEOG", "comparison": { "size": 20, "gpaPercentile": 84, "countPercentile": 21, "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": false }, { "range": "3.6–4.0", "count": 8, "current": true } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 4 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1264 ##### term 1264 ##### gpa 3.857142857142857 ##### count 35 ##### university ###### size 1283 ###### gpa Percentile 72 ###### count Percentile 10 ###### 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 | 1 | false | | 2.4–2.8 | 20 | false | | 2.8–3.2 | 130 | false | | 3.2–3.6 | 343 | false | | 3.6–4.0 | 789 | true | ##### departments ```json [ { "subject": "GEOG", "comparison": { "size": 24, "gpaPercentile": 91, "countPercentile": 4, "medianCount": 69.5, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 1, "current": false }, { "range": "3.2–3.6", "count": 12, "current": false }, { "range": "3.6–4.0", "count": 10, "current": true } ] } } ] ``` ### benchmarks #### all ##### school ###### size 5164 ###### gpa 3.6978363865483015 ###### top Share 84.18825312024086 ###### count 162 ##### GEOG ###### size 75 ###### gpa 3.638251387556858 ###### top Share 81.13023796870573 ###### count 177 #### terms ##### 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 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### GEOG ###### size 24 ###### gpa 3.5370488567946716 ###### top Share 76.3701545252745 ###### count 69.5 ## instructor Trends ```json [ { "uid": "instructor_6019ea2b8e3c7f7c32bba086", "name": "QUNYING HUANG", "count": 194, "terms": [ { "term": "1182", "count": 20, "sections": 1, "gpa": 3.875 }, { "term": "1192", "count": 20, "sections": 1, "gpa": 3.725 }, { "term": "1212", "count": 18, "sections": 1, "gpa": 3.861111111111111 }, { "term": "1232", "count": 27, "sections": 1, "gpa": 3.740740740740741 }, { "term": "1242", "count": 36, "sections": 1, "gpa": 3.9027777777777777 }, { "term": "1252", "count": 38, "sections": 1, "gpa": 3.776315789473684 }, { "term": "1264", "count": 35, "sections": 1, "gpa": 3.857142857142857 } ] }, { "uid": "instructor_7630b47091f43069a50d1793", "name": "JUSTIN COLE", "count": 166, "terms": [ { "term": "1192", "count": 20, "sections": 1, "gpa": 3.875 }, { "term": "1194", "count": 31, "sections": 1, "gpa": 3.838709677419355 }, { "term": "1202", "count": 15, "sections": 1, "gpa": 3.7666666666666666 }, { "term": "1204", "count": 25, "sections": 1, "gpa": 3.96 }, { "term": "1222", "count": 6, "sections": 1, "gpa": 4 }, { "term": "1224", "count": 13, "sections": 1, "gpa": 3.6923076923076925 }, { "term": "1232", "count": 8, "sections": 1, "gpa": 4 }, { "term": "1234", "count": 10, "sections": 1, "gpa": 3.9 }, { "term": "1242", "count": 7, "sections": 1, "gpa": 4 }, { "term": "1244", "count": 13, "sections": 1, "gpa": 3.923076923076923 }, { "term": "1252", "count": 6, "sections": 1, "gpa": 4 }, { "term": "1254", "count": 12, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_c2bc01ed44caadc796647502", "name": "YUYING CHEN", "count": 72, "terms": [ { "term": "1174", "count": 36, "sections": 1, "gpa": 4 }, { "term": "1184", "count": 36, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_daa0e253b40d84df75ca4407", "name": "JEFFREY HATZEL", "count": 47, "terms": [ { "term": "1182", "count": 11, "sections": 1, "gpa": 3.6363636363636362 }, { "term": "1184", "count": 36, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_73a994b613eb1d3cb9c15d43", "name": "CHRISTOPHER SCHEELE", "count": 36, "terms": [ { "term": "1174", "count": 36, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_e0f3546dd0c0d07393183248", "name": "YUCHI MA", "count": 22, "terms": [ { "term": "1222", "count": 22, "sections": 1, "gpa": 3.75 } ] }, { "uid": "instructor_b019c2888d3bf17b784cd35e", "name": "WILLIAM MEKEEL", "count": 10, "terms": [ { "term": "1212", "count": 10, "sections": 1, "gpa": 4 } ] } ] ``` ## following | code | title | | -------- | ---------------------------- | | GEOG 777 | CAPSTONE IN GIS DEVELOPMENT | | GEOG 778 | PRACTICUM IN GIS DEVELOPMENT |