# GEOG 560: Advanced Quantitative Methods | UW–Madison [View on UW Courses](https://uwcourses.com/courses/GEOG_560) ## 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 b293cfca513f1806d4eb4d525c3c0c6d0241292500febc1bd43a3ca108362f76 ### course id GEOG 560 ### course uid course\_1049f8ea4b6f06a27858f913 ### catalog version id 5e71334bc9d1d2d1e2808dfa785344b78456dc6752f37bad6d1edc3578bcda1c ### course number 560 ### subjects * GEOG ### title ADVANCED QUANTITATIVE METHODS ### description Selected topics in the analysis of spatial distributions with emphasis on multivariate techniques. ### requirements text Junior standing or GEOG 360 ### credits min 3 ### credits max 3 ### credit offering ids * 1272:416:008338 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id fa12b6595cb0859f41da4b027a5170ae78444697882769ff791704bf273236b5 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary GEOG 560 covers advanced quantitative methods for analyzing spatial distributions using multivariate techniques. ### llm topics * Spatial distributions * Multivariate techniques ### llm skills * Analysis of spatial distributions * Application of multivariate techniques ### llm assumed background None recorded. ### llm search phrases * spatial distributions multivariate techniques * GEOG 560 quantitative methods * advanced spatial analysis ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 59d5646e44d0a1e64c4e481dee670ebbe1e98e1a646b86e3488e2cfe06dafb0f #### course id GEOG 560 #### 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": "2018-03-16 23:59:31 +0000 UTC", "review_id": "c9c94539eb85afb228547bce", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTI5NjYxOTk5", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2018-04-25 15:40:49 +0000 UTC", "review_id": "edc78c721a18c99ff6220437", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTI5ODkyMjA0", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2018-05-19 12:04:54 +0000 UTC", "review_id": "8a52e5db6d7b415581137aa9", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTMwMTUwOTEw", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2019-09-12 05:46:46 +0000 UTC", "review_id": "e35b03e0f0cdea44ca303a06", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTMyMjI0OTEz", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2019-12-30 14:52:49 +0000 UTC", "review_id": "5a12c6d51698698418eb448d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTMyNzc0MTA2", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" } ], "text": "Song Gao teaches GEOG 560 with high enthusiasm and deep knowledge of geospatial data science, R, and spatial statistics. Reviewers praise his patience and the course's effective design for preparing students with limited prior experience in these areas." }, { "citations": [ { "course_id": "GEOG 560", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72a291a8-a93f-33ec-8f90-949e8cceb921", "source_record": { "entity_id": "72a291a8-a93f-33ec-8f90-949e8cceb921", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "GEOG 560", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72a291a8-a93f-33ec-8f90-949e8cceb921", "source_record": { "entity_id": "72a291a8-a93f-33ec-8f90-949e8cceb921", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "GEOG 560", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72a291a8-a93f-33ec-8f90-949e8cceb921", "source_record": { "entity_id": "72a291a8-a93f-33ec-8f90-949e8cceb921", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2019: 3.90 GPA, 100.0% A/AB (n=15 letter grades); Fall 2022: 4.00 GPA, 100.0% A/AB (n=6 letter grades); Fall 2025: 3.94 GPA, 100.0% A/AB (n=26 letter grades)." } ] } ] ``` #### difficulty workload The course is considered tough to understand initially, with deep lectures covering complex formulas. Labs are used to efficiently learn R, supporting those with limited prior experience. ```json { "citations": [ { "instructor_name": "Song Gao", "review_date": "2019-09-12 05:46:46 +0000 UTC", "review_id": "e35b03e0f0cdea44ca303a06", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTMyMjI0OTEz", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2019-12-30 14:52:49 +0000 UTC", "review_id": "5a12c6d51698698418eb448d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTMyNzc0MTA2", "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’s GEOG 560 course effectively prepares students for spatial statistics and machine learning through advanced R methods and theory. Reviewers report high learning value and professional readiness. ```json { "citations": [ { "instructor_name": "Song Gao", "review_date": "2018-03-16 23:59:31 +0000 UTC", "review_id": "c9c94539eb85afb228547bce", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTI5NjYxOTk5", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2018-04-25 15:40:49 +0000 UTC", "review_id": "edc78c721a18c99ff6220437", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTI5ODkyMjA0", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2019-12-30 14:52:49 +0000 UTC", "review_id": "5a12c6d51698698418eb448d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTMyNzc0MTA2", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" } ] } ``` Recent recorded grades — Fall 2019: 3.90 GPA, 100.0% A/AB (n=15 letter grades); Fall 2022: 4.00 GPA, 100.0% A/AB (n=6 letter grades); Fall 2025: 3.94 GPA, 100.0% A/AB (n=26 letter grades). ```json { "citations": [ { "course_id": "GEOG 560", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "72a291a8-a93f-33ec-8f90-949e8cceb921", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "GEOG 560", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "72a291a8-a93f-33ec-8f90-949e8cceb921", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "GEOG 560", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "72a291a8-a93f-33ec-8f90-949e8cceb921", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience Students describe Professor Gao as patient, talented, and enthusiastic. His deep knowledge and engaging lectures help maintain motivation despite the course's difficulty. ```json { "citations": [ { "instructor_name": "Song Gao", "review_date": "2018-05-19 12:04:54 +0000 UTC", "review_id": "8a52e5db6d7b415581137aa9", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTMwMTUwOTEw", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" }, { "instructor_name": "Song Gao", "review_date": "2019-09-12 05:46:46 +0000 UTC", "review_id": "e35b03e0f0cdea44ca303a06", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2313819", "source_review_id": "UmF0aW5nLTMyMjI0OTEz", "source_url": "https://www.ratemyprofessors.com/professor/2313819", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history SONG GAO is recorded teaching in Spring 2018, Spring 2019, Fall 2019, Fall 2022, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "GEOG 560", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72a291a8-a93f-33ec-8f90-949e8cceb921", "source_record": { "entity_id": "72a291a8-a93f-33ec-8f90-949e8cceb921", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "GEOG 560", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72a291a8-a93f-33ec-8f90-949e8cceb921", "source_record": { "entity_id": "72a291a8-a93f-33ec-8f90-949e8cceb921", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "GEOG 560", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72a291a8-a93f-33ec-8f90-949e8cceb921", "source_record": { "entity_id": "72a291a8-a93f-33ec-8f90-949e8cceb921", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "GEOG 560", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72a291a8-a93f-33ec-8f90-949e8cceb921", "source_record": { "entity_id": "72a291a8-a93f-33ec-8f90-949e8cceb921", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "GEOG 560", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "72a291a8-a93f-33ec-8f90-949e8cceb921", "source_record": { "entity_id": "72a291a8-a93f-33ec-8f90-949e8cceb921", "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": "Junior standing or GEOG 360", "id": "n0", "kind": "any" }, { "children": [], "condition": "Junior standing", "course": null, "evidence": "Junior standing or GEOG 360", "id": "n1", "kind": "condition" }, { "children": [], "condition": "GEOG 360", "course": null, "evidence": "Junior standing or GEOG 360", "id": "n2", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "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": "1272:416:008338", "course_id": "GEOG 560", "course_uid": "course_1049f8ea4b6f06a27858f913", "term_id": "1272", "source_course_id": "008338", "source_subject_id": "416", "title": "Advanced Quantitative Methods", "credits_min": 3, "credits_max": 3, "typically_offered": "Spring" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:32074", "term_id": "1272", "source_section_id": "32074", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 42, "enrolled": 45, "waitlisted": 10, "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_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_9f8d9e18d7c5195b624042a8", "source": "madgrades", "source_instructor_id": "3786698", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SHANA EDERER", "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": 3.682, "graded": 33, "counts": [ 21, 3, 9, 0, 0, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/SHANA_EDERER--instructor_9f8d9e18d7c5195b624042a8" }, { "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_93e1487a35a97610fb4941b9", "source": "madgrades", "source_instructor_id": "6050836", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YUHAO KANG", "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": 3, "quality": 4.67, "difficulty": 3, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2622819", "source_url": "https://www.ratemyprofessors.com/professor/2622819", "match_basis": "exact_name", "observed_at": "2026-09-07 15:57:20.692307+00:00", "courses": { "course_383500a29b0ac797184420a8": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.79146589873617, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": null, "graded": 0, "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/YUHAO_KANG--instructor_93e1487a35a97610fb4941b9" }, { "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 560", "course_uid": "course_1049f8ea4b6f06a27858f913", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "JAMES BURT" ], "a": 7, "ab": 5, "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": 1, "other": 0, "total": 16, "source_aliases": [ "GEOG 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 560", "course_uid": "course_1049f8ea4b6f06a27858f913", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "JAMES BURT" ], "a": 7, "ab": 5, "b": 6, "bc": 0, "c": 0, "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": 19, "source_aliases": [ "GEOG 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 560", "course_uid": "course_1049f8ea4b6f06a27858f913", "term_id": "1092", "term_name": "Fall 2008", "instructors": [ "JAMES BURT" ], "a": 5, "ab": 5, "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": 0, "total": 13, "source_aliases": [ "GEOG 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 560", "course_uid": "course_1049f8ea4b6f06a27858f913", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "JAMES BURT" ], "a": 13, "ab": 4, "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": 18, "source_aliases": [ "GEOG 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 560", "course_uid": "course_1049f8ea4b6f06a27858f913", "term_id": "1112", "term_name": "Fall 2010", "instructors": [ "JAMES BURT" ], "a": 9, "ab": 9, "b": 4, "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": 23, "source_aliases": [ "GEOG 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 560", "course_uid": "course_1049f8ea4b6f06a27858f913", "term_id": "1122", "term_name": "Fall 2011", "instructors": [ "JAMES BURT" ], "a": 10, "ab": 6, "b": 2, "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": 18, "source_aliases": [ "GEOG 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 560", "course_uid": "course_1049f8ea4b6f06a27858f913", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "JAMES BURT" ], "a": 10, "ab": 5, "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": 16, "source_aliases": [ "GEOG 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 560", "course_uid": "course_1049f8ea4b6f06a27858f913", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "JAMES BURT" ], "a": 12, "ab": 7, "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": 24, "source_aliases": [ "GEOG 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 560", "course_uid": "course_1049f8ea4b6f06a27858f913", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "JAMES BURT" ], "a": 10, "ab": 6, "b": 7, "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": 23, "source_aliases": [ "GEOG 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 560", "course_uid": "course_1049f8ea4b6f06a27858f913", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "SHANA EDERER" ], "a": 12, "ab": 2, "b": 6, "bc": 0, "c": 0, "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": 21, "source_aliases": [ "GEOG 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 560", "course_uid": "course_1049f8ea4b6f06a27858f913", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "SHANA EDERER" ], "a": 9, "ab": 1, "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": 0, "total": 13, "source_aliases": [ "GEOG 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 560", "course_uid": "course_1049f8ea4b6f06a27858f913", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "Song Gao" ], "a": 20, "ab": 1, "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": 21, "source_aliases": [ "GEOG 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 560", "course_uid": "course_1049f8ea4b6f06a27858f913", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "Song Gao" ], "a": 9, "ab": 5, "b": 2, "bc": 0, "c": 0, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 17, "source_aliases": [ "GEOG 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 560", "course_uid": "course_1049f8ea4b6f06a27858f913", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Song Gao" ], "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": 1, "other": 0, "total": 16, "source_aliases": [ "GEOG 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 560", "course_uid": "course_1049f8ea4b6f06a27858f913", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "YUHAO KANG" ], "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 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 560", "course_uid": "course_1049f8ea4b6f06a27858f913", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Song Gao" ], "a": 6, "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": 6, "source_aliases": [ "GEOG 560" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GEOG 560", "course_uid": "course_1049f8ea4b6f06a27858f913", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Song Gao" ], "a": 23, "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": 26, "source_aliases": [ "GEOG 560" ] } ] ``` ### statistics #### gpa 3.708 #### graded 286 #### counts * 174 * 67 * 43 * 0 * 0 * 1 * 1 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_1049f8ea4b6f06a27858f913-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_1049f8ea4b6f06a27858f913-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_1049f8ea4b6f06a27858f913-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_1049f8ea4b6f06a27858f913-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_1049f8ea4b6f06a27858f913-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_1049f8ea4b6f06a27858f913-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_1049f8ea4b6f06a27858f913-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_1049f8ea4b6f06a27858f913-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_1049f8ea4b6f06a27858f913-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_1049f8ea4b6f06a27858f913-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.708041958041958 #### count 286 #### university ##### size 4462 ##### gpa Percentile 52 ##### count Percentile 69 ##### median Count 151 ##### 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 | 19 | false | | 2.8–3.2 | 398 | false | | 3.2–3.6 | 1352 | false | | 3.6–4.0 | 2693 | true | #### departments ```json [ { "subject": "GEOG", "comparison": { "size": 63, "gpaPercentile": 69, "countPercentile": 69, "medianCount": 152, "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": 9, "current": false }, { "range": "3.2–3.6", "count": 28, "current": false }, { "range": "3.6–4.0", "count": 26, "current": true } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.6333333333333333 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1082 ##### term 1082 ##### gpa 3.5277777777777777 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1092 ##### term 1092 ##### gpa 3.576923076923077 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1102 ##### term 1102 ##### gpa 3.8333333333333335 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1112 ##### term 1112 ##### gpa 3.4565217391304346 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1122 ##### term 1122 ##### gpa 3.7222222222222223 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1132 ##### term 1132 ##### gpa 3.78125 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1144 ##### term 1144 ##### gpa 3.6458333333333335 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1154 ##### term 1154 ##### gpa 3.5652173913043477 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1164 ##### term 1164 ##### gpa 3.65 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1174 ##### term 1174 ##### gpa 3.730769230769231 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1184 ##### term 1184 ##### gpa 3.9761904761904763 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1194 ##### term 1194 ##### gpa 3.5588235294117645 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1202 ##### term 1202 ##### gpa 3.9 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1232 ##### term 1232 ##### gpa 4 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | #### 1262 ##### term 1262 ##### gpa 3.9423076923076925 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | GEOG | | ### benchmarks #### all ##### school ###### size 4462 ###### gpa 3.6379246668972374 ###### top Share 80.51487746927768 ###### count 151 ##### GEOG ###### size 63 ###### gpa 3.523635412358307 ###### top Share 73.82259463052618 ###### count 152 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ###### GEOG ###### size 14 ###### gpa 3.1243301563793366 ###### top Share 47.183446388070266 ###### count 73.5 ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ###### GEOG ###### size 12 ###### gpa 3.1517668095075524 ###### top Share 51.989510637355416 ###### count 92.5 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ###### GEOG ###### size 13 ###### gpa 3.1385689389138247 ###### top Share 49.314983746430734 ###### count 95 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ###### GEOG ###### size 16 ###### gpa 3.175647035843029 ###### top Share 52.980982554409486 ###### count 77.5 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ###### GEOG ###### size 14 ###### gpa 3.1003941707186953 ###### top Share 47.63044579931596 ###### count 80 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ###### GEOG ###### size 14 ###### gpa 3.2022038331755676 ###### top Share 53.36711816657729 ###### count 68.5 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ###### GEOG ###### size 17 ###### gpa 3.33061544886103 ###### top Share 61.367169051585215 ###### count 61 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ###### GEOG ###### size 14 ###### gpa 3.278468991183357 ###### top Share 57.294355474527094 ###### count 84 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ###### GEOG ###### size 19 ###### gpa 3.2505805322836765 ###### top Share 55.501994430633154 ###### count 83 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ###### GEOG ###### size 16 ###### gpa 3.324838933788734 ###### top Share 62.882338618367044 ###### count 87.5 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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_a83faa676e93682dbbe88a3e", "name": "JAMES BURT", "count": 168, "terms": [ { "term": "1072", "count": 15, "sections": 1, "gpa": 3.6333333333333333 }, { "term": "1082", "count": 18, "sections": 1, "gpa": 3.5277777777777777 }, { "term": "1092", "count": 13, "sections": 1, "gpa": 3.576923076923077 }, { "term": "1102", "count": 18, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1112", "count": 23, "sections": 1, "gpa": 3.4565217391304346 }, { "term": "1122", "count": 18, "sections": 1, "gpa": 3.7222222222222223 }, { "term": "1132", "count": 16, "sections": 1, "gpa": 3.78125 }, { "term": "1144", "count": 24, "sections": 1, "gpa": 3.6458333333333335 }, { "term": "1154", "count": 23, "sections": 1, "gpa": 3.5652173913043477 } ] }, { "uid": "instructor_ba710d4784ce71f46c828e9d", "name": "SONG GAO", "count": 85, "terms": [ { "term": "1184", "count": 21, "sections": 1, "gpa": 3.9761904761904763 }, { "term": "1194", "count": 17, "sections": 1, "gpa": 3.5588235294117645 }, { "term": "1202", "count": 15, "sections": 1, "gpa": 3.9 }, { "term": "1232", "count": 6, "sections": 1, "gpa": 4 }, { "term": "1262", "count": 26, "sections": 1, "gpa": 3.9423076923076925 } ] }, { "uid": "instructor_9f8d9e18d7c5195b624042a8", "name": "SHANA EDERER", "count": 33, "terms": [ { "term": "1164", "count": 20, "sections": 1, "gpa": 3.65 }, { "term": "1174", "count": 13, "sections": 1, "gpa": 3.730769230769231 } ] } ] ``` ## following None recorded.