# AAE/ECON 526: Quantitative Methods in Agricultural and Applied Economics | UW–Madison [View on UW Courses](https://uwcourses.com/courses/AAE_ECON_526) ## 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 a98b73df1292a85f1c9830e45b9c5b29eae7306b4aa586522dfdd48b91d50cfb ### course id AAE/ECON 526 ### course uid course\_9b7c3a369379fb3aa83e5bb9 ### catalog version id dd5bb397a39c7017daa3f7f68bac2fb51508c54bbe9dba252fd8be707d95d212 ### course number 526 ### subjects * AAE * ECON ### title QUANTITATIVE METHODS IN AGRICULTURAL AND APPLIED ECONOMICS ### description Use of quantitative methods (mathematics, statistics, and optimization) to analyze problems faced by decision makers in natural resources and agriculture. Extensive homework requiring use of quantitative methods via spreadsheet tools to solve problems from an applied decision context. ### requirements text (MATH 211or221),ECON 301, andSTAT 301, or graduate/professional standing ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id ce8aaa43b85e2889ba083c6c9d1ac4b63312cd71e1def9894962ef64c1c2e37b ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Application of quantitative methods to agricultural and natural resource decision problems. ### llm topics * Quantitative methods in natural resources and agriculture * Spreadsheet-based problem solving ### llm skills * Applying quantitative methods and spreadsheet tools to solve applied decision problems. ### llm assumed background * Calculus, intermediate microeconomics, and statistical methods. ### llm search phrases * quantitative methods agriculture * optimization natural resources * spreadsheet tools economics * MATH 211 MATH 221 prerequisites ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash b8c9c01bf0854bc8fe0fbcfb53ef6f7a2a66521aad0e2d75a24616a1ba8594bd #### course id AAE/ECON 526 #### current instructors None recorded. #### difficulty workload Historical reviews of Thomas Rutherford: Reviewers characterize homework as exceptionally hard and lectures as difficult, particularly for students lacking prior statistics software experience. ```json { "citations": [ { "instructor_name": "Thomas Rutherford", "review_date": "2017-12-28 02:53:03 +0000 UTC", "review_id": "e99b1d6947debe27741e0a66", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1816941", "source_review_id": "UmF0aW5nLTI5MzQ4Nzcz", "source_url": "https://www.ratemyprofessors.com/professor/1816941", "type": "review" }, { "instructor_name": "Thomas Rutherford", "review_date": "2018-10-18 19:47:10 +0000 UTC", "review_id": "fa62f67757f8f2d9b5d3ca70", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1816941", "source_review_id": "UmF0aW5nLTMwNTg1NTEy", "source_url": "https://www.ratemyprofessors.com/professor/1816941", "type": "review" }, { "instructor_name": "Thomas Rutherford", "review_date": "2019-02-01 03:04:14 +0000 UTC", "review_id": "3eee2749406eac20673cae43", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1816941", "source_review_id": "UmF0aW5nLTMxMzI2Mjk3", "source_url": "https://www.ratemyprofessors.com/professor/1816941", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Thomas Rutherford: Thomas Rutherford's course is consistently described as extremely difficult, with students finding the GAMS software and homework assignments very challenging. While some reviewers found lectures unhelpful, others noted that attending office hours and collaborating with peers could help manage the workload and secure good grades. ```json { "citations": [ { "instructor_name": "Thomas Rutherford", "review_date": "2017-12-28 02:53:03 +0000 UTC", "review_id": "e99b1d6947debe27741e0a66", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1816941", "source_review_id": "UmF0aW5nLTI5MzQ4Nzcz", "source_url": "https://www.ratemyprofessors.com/professor/1816941", "type": "review" }, { "instructor_name": "Thomas Rutherford", "review_date": "2018-10-18 19:47:10 +0000 UTC", "review_id": "fa62f67757f8f2d9b5d3ca70", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1816941", "source_review_id": "UmF0aW5nLTMwNTg1NTEy", "source_url": "https://www.ratemyprofessors.com/professor/1816941", "type": "review" }, { "instructor_name": "Thomas Rutherford", "review_date": "2019-02-01 03:04:14 +0000 UTC", "review_id": "3eee2749406eac20673cae43", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1816941", "source_review_id": "UmF0aW5nLTMxMzI2Mjk3", "source_url": "https://www.ratemyprofessors.com/professor/1816941", "type": "review" } ] } ``` #### offered false #### profile hash 672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90 #### quick take Historical reviews for Thomas Rutherford describe the course as extremely difficult and frustrating, with useless lectures and a steep learning curve for GAMS software. ```json { "citations": [ { "instructor_name": "Thomas Rutherford", "review_date": "2017-12-28 02:53:03 +0000 UTC", "review_id": "e99b1d6947debe27741e0a66", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1816941", "source_review_id": "UmF0aW5nLTI5MzQ4Nzcz", "source_url": "https://www.ratemyprofessors.com/professor/1816941", "type": "review" }, { "instructor_name": "Thomas Rutherford", "review_date": "2018-10-18 19:47:10 +0000 UTC", "review_id": "fa62f67757f8f2d9b5d3ca70", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1816941", "source_review_id": "UmF0aW5nLTMwNTg1NTEy", "source_url": "https://www.ratemyprofessors.com/professor/1816941", "type": "review" } ] } ``` Recent recorded grades — Fall 2015: 3.75 GPA, 75.0% A/AB (n=4 letter grades); Fall 2018: 3.71 GPA, 100.0% A/AB (n=7 letter grades); Fall 2019: 4.00 GPA, 100.0% A/AB (n=7 letter grades). ```json { "citations": [ { "course_id": "AAE/ECON 526", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "AAE/ECON 526", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "AAE/ECON 526", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1202", "type": "grade" } ] } ``` #### student experience Historical reviews of Thomas Rutherford: One reviewer noted that attending office hours and collaborating with skilled peers could lead to good grades despite the difficulty. ```json { "citations": [ { "instructor_name": "Thomas Rutherford", "review_date": "2019-02-01 03:04:14 +0000 UTC", "review_id": "3eee2749406eac20673cae43", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1816941", "source_review_id": "UmF0aW5nLTMxMzI2Mjk3", "source_url": "https://www.ratemyprofessors.com/professor/1816941", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history THOMAS L. COX is recorded teaching in Fall 2009, Fall 2010, Fall 2011, Fall 2012. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "AAE/ECON 526", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "source_record": { "entity_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1102", "type": "grade" }, { "course_id": "AAE/ECON 526", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "source_record": { "entity_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1112", "type": "grade" }, { "course_id": "AAE/ECON 526", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "source_record": { "entity_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1122", "type": "grade" }, { "course_id": "AAE/ECON 526", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "source_record": { "entity_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" } ] } ``` THOMAS RUTHERFORD is recorded teaching in Fall 2013, Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2021, Fall 2023. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "AAE/ECON 526", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "source_record": { "entity_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "AAE/ECON 526", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "source_record": { "entity_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "AAE/ECON 526", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "source_record": { "entity_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "AAE/ECON 526", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "source_record": { "entity_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "AAE/ECON 526", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "source_record": { "entity_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "AAE/ECON 526", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "source_record": { "entity_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "AAE/ECON 526", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "source_record": { "entity_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "AAE/ECON 526", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "source_record": { "entity_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "AAE/ECON 526", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "source_record": { "entity_id": "ef08d3af-ec10-328c-a811-3fe6807e1b88", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n7" ], "condition": null, "course": null, "evidence": "(MATH 211or221),ECON 301, andSTAT 301, or graduate/professional standing", "id": "n0", "kind": "any" }, { "children": [ "n2", "n5", "n6" ], "condition": null, "course": null, "evidence": "(MATH 211or221),ECON 301, andSTAT 301", "id": "n1", "kind": "all" }, { "children": [ "n3", "n4" ], "condition": null, "course": null, "evidence": "MATH 211or221", "id": "n2", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 211, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "MATH 211", "id": "n3", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 221, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "221", "id": "n4", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 301, "minimum_grade": null, "subjects": [ "ECON" ], "timing": "prior" }, "evidence": "ECON 301", "id": "n5", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 301, "minimum_grade": null, "subjects": [ "STAT" ], "timing": "prior" }, "evidence": "STAT 301", "id": "n6", "kind": "course" }, { "children": [], "condition": "graduate/professional standing", "course": null, "evidence": "graduate/professional standing", "id": "n7", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_caed3da5abd466f0f0cfc8ef", "source": "madgrades", "source_instructor_id": "2600175", "identity_basis": "source_id", "identity_status": "source_identified", "name": "THOMAS L. COX", "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": 3.04, "graded": 480, "counts": [ 128, 101, 110, 49, 61, 19, 12 ], "sections": 37 }, "instructor_url": "/instructors/THOMAS_L_COX--instructor_caed3da5abd466f0f0cfc8ef" }, { "instructor_uid": "instructor_69d654b959e9cbce04a965a5", "source": "madgrades", "source_instructor_id": "4998825", "identity_basis": "source_id", "identity_status": "source_identified", "name": "THOMAS RUTHERFORD", "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": 23, "quality": 2.09, "difficulty": 3.57, "quality_count": 23, "difficulty_count": 23, "profile_id": "rmp:1816941", "source_url": "https://www.ratemyprofessors.com/professor/1816941", "match_basis": "exact_name", "observed_at": "2026-09-07 16:02:00.670037+00:00", "courses": { "course_5ac40af4f08148fe1cc934d6": { "review_count": 13, "quality": 1.54, "difficulty": 3.38, "quality_count": 13, "difficulty_count": 13 }, "course_9b7c3a369379fb3aa83e5bb9": { "review_count": 3, "quality": 1.67, "difficulty": 5, "quality_count": 3, "difficulty_count": 3 }, "course_9aef0857964ff0beeddeae13": { "review_count": 5, "quality": 2.8, "difficulty": 3.6, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 2.820086410951905, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.437, "graded": 515, "counts": [ 161, 170, 161, 14, 6, 1, 2 ], "sections": 45 }, "instructor_url": "/instructors/THOMAS_RUTHERFORD--instructor_69d654b959e9cbce04a965a5" }, { "instructor_uid": "instructor_d39d702c1f31f51840a7e729", "source": "madgrades", "source_instructor_id": "5016210", "identity_basis": "source_id", "identity_status": "source_identified", "name": "WONJUN CHANG", "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": null, "graded": 0, "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/WONJUN_CHANG--instructor_d39d702c1f31f51840a7e729" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE/ECON 526", "course_uid": "course_9b7c3a369379fb3aa83e5bb9", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "THOMAS L. COX" ], "a": 4, "ab": 3, "b": 5, "bc": 3, "c": 4, "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": 20, "source_aliases": [ "AAE/ECON 526" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE/ECON 526", "course_uid": "course_9b7c3a369379fb3aa83e5bb9", "term_id": "1112", "term_name": "Fall 2010", "instructors": [ "THOMAS L. COX" ], "a": 3, "ab": 2, "b": 2, "bc": 1, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 2, "no_work": 0, "not_reported": 0, "other": 0, "total": 11, "source_aliases": [ "AAE/ECON 526" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE/ECON 526", "course_uid": "course_9b7c3a369379fb3aa83e5bb9", "term_id": "1122", "term_name": "Fall 2011", "instructors": [ "THOMAS L. COX" ], "a": 2, "ab": 1, "b": 0, "bc": 3, "c": 2, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 10, "source_aliases": [ "AAE/ECON 526" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE/ECON 526", "course_uid": "course_9b7c3a369379fb3aa83e5bb9", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "THOMAS L. COX" ], "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": [ "AAE/ECON 526" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE/ECON 526", "course_uid": "course_9b7c3a369379fb3aa83e5bb9", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "THOMAS RUTHERFORD" ], "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": [ "AAE/ECON 526" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE/ECON 526", "course_uid": "course_9b7c3a369379fb3aa83e5bb9", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "THOMAS RUTHERFORD" ], "a": 2, "ab": 10, "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": 15, "source_aliases": [ "AAE/ECON 526" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE/ECON 526", "course_uid": "course_9b7c3a369379fb3aa83e5bb9", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "THOMAS RUTHERFORD" ], "a": 3, "ab": 0, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 6, "source_aliases": [ "AAE/ECON 526" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE/ECON 526", "course_uid": "course_9b7c3a369379fb3aa83e5bb9", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "THOMAS RUTHERFORD", "WONJUN CHANG" ], "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": [ "AAE/ECON 526" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE/ECON 526", "course_uid": "course_9b7c3a369379fb3aa83e5bb9", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "THOMAS RUTHERFORD" ], "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": [ "AAE/ECON 526" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE/ECON 526", "course_uid": "course_9b7c3a369379fb3aa83e5bb9", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "THOMAS RUTHERFORD" ], "a": 3, "ab": 4, "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": 7, "source_aliases": [ "AAE/ECON 526" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE/ECON 526", "course_uid": "course_9b7c3a369379fb3aa83e5bb9", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "THOMAS RUTHERFORD" ], "a": 7, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 9, "source_aliases": [ "AAE/ECON 526" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE/ECON 526", "course_uid": "course_9b7c3a369379fb3aa83e5bb9", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "THOMAS RUTHERFORD" ], "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": [ "AAE/ECON 526" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE/ECON 526", "course_uid": "course_9b7c3a369379fb3aa83e5bb9", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "THOMAS RUTHERFORD" ], "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": [ "AAE/ECON 526" ] } ] ``` ### statistics #### gpa 3.307 #### graded 70 #### counts * 24 * 20 * 11 * 7 * 7 * 1 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_9b7c3a369379fb3aa83e5bb9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_9b7c3a369379fb3aa83e5bb9-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_9b7c3a369379fb3aa83e5bb9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_9b7c3a369379fb3aa83e5bb9-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_9b7c3a369379fb3aa83e5bb9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_9b7c3a369379fb3aa83e5bb9-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_9b7c3a369379fb3aa83e5bb9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_9b7c3a369379fb3aa83e5bb9-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## instructor Trends ```json [ { "uid": "instructor_caed3da5abd466f0f0cfc8ef", "name": "THOMAS L. COX", "count": 37, "terms": [ { "term": "1102", "count": 20, "sections": 1, "gpa": 2.9 }, { "term": "1112", "count": 9, "sections": 1, "gpa": 3.2777777777777777 }, { "term": "1122", "count": 8, "sections": 1, "gpa": 2.875 } ] }, { "uid": "instructor_69d654b959e9cbce04a965a5", "name": "THOMAS RUTHERFORD", "count": 33, "terms": [ { "term": "1152", "count": 15, "sections": 1, "gpa": 3.466666666666667 }, { "term": "1162", "count": 4, "sections": 1, "gpa": 3.75 }, { "term": "1192", "count": 7, "sections": 1, "gpa": 3.7142857142857144 }, { "term": "1202", "count": 7, "sections": 1, "gpa": 4 } ] } ] ``` ## following None recorded.