# AAE 635: Applied Microeconomic Theory | UW–Madison [View on UW Courses](https://uwcourses.com/courses/AAE_635) ## 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 c44c77daca92876ea3acd7025f33ffa5b82c2ac01406b8e766ed7c0083ef34c3 ### course id AAE 635 ### course uid course\_33543995b86dcc077dd0e1a4 ### catalog version id 69a027afb17bf3a48539dd79aab007a8e5bb86ba7606959f3e49f316211159b0 ### course number 635 ### subjects * AAE ### title APPLIED MICROECONOMIC THEORY ### description Microeconomic theory applied to consumers, producers, markets, and welfare analysis. Emphasis is on the mathematics of duality and optimization methods. Computer applications of the theory. One semester of linear algebra highly recommended. ### requirements text MATH 222and (ECON 301or311), or graduate/professional standing ### credits min 3 ### credits max 3 ### credit offering ids * 1272:108:000383 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id a2fd73e6c414bccabcf178d4fd7904cdd2658830e9d8c6c26830f38b6975e203 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Applied microeconomic theory focusing on duality, optimization, and computer applications for welfare analysis. ### llm topics * Consumers, producers, markets, and welfare analysis * Duality and optimization methods ### llm skills * Mathematics of duality and optimization * Computer applications of microeconomic theory ### llm assumed background * Linear algebra and intermediate microeconomic theory * Calculus and analytic geometry 2 ### llm search phrases * applied microeconomic theory graduate * AAE 635 linear algebra * microeconomic theory duality optimization ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 85e17a1e464a450c167de9955847d01b47d5abc47c75df67fdac6d5c52f4a5f2 #### course id AAE 635 #### current instructors ```json [ { "instructor_uid": "instructor_be9b4fe426c3c9b68aeb9c5e", "message": "No course-specific reviews available", "name": "Paul Dower", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2371572", "summary": [ { "citations": [ { "course_id": "AAE 635", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "46207ff0-cd19-301e-b258-d363fa4156bf", "source_record": { "entity_id": "46207ff0-cd19-301e-b258-d363fa4156bf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "AAE 635", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "46207ff0-cd19-301e-b258-d363fa4156bf", "source_record": { "entity_id": "46207ff0-cd19-301e-b258-d363fa4156bf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2024: 3.65 GPA, 76.9% A/AB (n=26 letter grades); Fall 2025: 3.70 GPA, 80.0% A/AB (n=10 letter grades)." } ] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered true #### profile hash 672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90 #### quick take Recent recorded grades — Fall 2023: 3.29 GPA, 36.8% A/AB (n=19 letter grades); Fall 2024: 3.65 GPA, 76.9% A/AB (n=26 letter grades); Fall 2025: 3.70 GPA, 80.0% A/AB (n=10 letter grades). ```json { "citations": [ { "course_id": "AAE 635", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "46207ff0-cd19-301e-b258-d363fa4156bf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "AAE 635", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "46207ff0-cd19-301e-b258-d363fa4156bf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "AAE 635", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "46207ff0-cd19-301e-b258-d363fa4156bf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history PAUL DOWER is recorded teaching in Fall 2024, Fall 2025. 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"graduate/professional standing", "course": null, "evidence": "graduate/professional standing", "id": "n6", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_f8efdcda3822efa037997296", "source": "enrollment", "source_instructor_id": "molinaperez", "identity_basis": "netid", "identity_status": "source_identified", "name": "Erick Molina Perez", "email": "MOLINAPEREZ@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/ERICK_MOLINA_PEREZ" }, { "instructor_uid": "instructor_be9b4fe426c3c9b68aeb9c5e", "source": "enrollment", "source_instructor_id": "pdower", "identity_basis": "netid", "identity_status": "source_identified", "name": "Paul Dower", "email": "PDOWER@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": { 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"000383", "source_subject_id": "108", "title": "Applied Microeconomic Theory", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:22445", "term_id": "1272", "source_section_id": "22445", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 50, "enrolled": 28, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:22446", "term_id": "1272", "source_section_id": "22446", "identity_basis": "class_number", "section_number": "301", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 50, "enrolled": 28, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_cdd5f30cbe928bb6429fcb49", "source": "madgrades", "source_instructor_id": "2601756", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JEAN-PAUL CHAVAS", "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": 4, "quality": 3.75, "difficulty": 2.75, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2192040", "source_url": "https://www.ratemyprofessors.com/professor/2192040", "match_basis": "exact_name", "observed_at": "2026-09-07 16:33:53.146486+00:00", "courses": { "course_99c0af63a88052317974a272": { "review_count": 2, "quality": 3.5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 }, "course_13403f6a48470ed35df751d3": { "review_count": 2, "quality": 4, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.6747381529554963, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.575, "graded": 1466, "counts": [ 713, 450, 193, 72, 25, 5, 8 ], "sections": 46 }, "instructor_url": "/instructors/JEAN-PAUL_CHAVAS--instructor_cdd5f30cbe928bb6429fcb49" }, { "instructor_uid": "instructor_c8450c51b3a5546d46ceb638", "source": "madgrades", "source_instructor_id": "3574092", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JOHN MILES MORROW", "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": 3.562, "graded": 16, "counts": [ 7, 4, 5, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/JOHN_MILES_MORROW" }, { "instructor_uid": "instructor_475d34dfa303d97dd29eb771", "source": "madgrades", "source_instructor_id": "1459007", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SHI GUANMING", "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": 3.454, "graded": 525, "counts": [ 182, 170, 130, 31, 11, 1, 0 ], "sections": 85 }, "instructor_url": "/instructors/SHI_GUANMING" }, { "instructor_uid": "instructor_718d57439c1f6c9942a1b3a8", "source": "madgrades", "source_instructor_id": "3039556", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DIEP PHAN", "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": 3.255, "graded": 49, "counts": [ 14, 16, 9, 5, 3, 2, 0 ], "sections": 2 }, "instructor_url": "/instructors/DIEP_PHAN--instructor_718d57439c1f6c9942a1b3a8" }, { "instructor_uid": "instructor_ad4789e94d4270ca2d6079ac", "source": "madgrades", "source_instructor_id": "6032571", "identity_basis": 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"instructor_url": "/instructors/PAUL_DOWER--instructor_ad4789e94d4270ca2d6079ac" }, { "instructor_uid": "instructor_be9b4fe426c3c9b68aeb9c5e", "source": "enrollment", "source_instructor_id": "pdower", "identity_basis": "netid", "identity_status": "source_identified", "name": "Paul Dower", "email": "PDOWER@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": 18, "quality": 3.39, "difficulty": 3.39, "quality_count": 18, "difficulty_count": 18, "profile_id": "rmp:2371572", "source_url": "https://www.ratemyprofessors.com/professor/2371572", "match_basis": "exact_name", "observed_at": "2026-09-07 16:12:30.969062+00:00", "courses": { "course_955535bf63b310ab27c52534": { "review_count": 15, "quality": 3.07, "difficulty": 3.33, "quality_count": 15, "difficulty_count": 15 }, "course_17ddc10b91d13b1f92c9b201": { "review_count": 2, "quality": 5, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.5319398860771556, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/PAUL_DOWER" }, { "instructor_uid": "instructor_f8efdcda3822efa037997296", "source": "enrollment", "source_instructor_id": "molinaperez", "identity_basis": "netid", "identity_status": "source_identified", "name": "Erick Molina Perez", "email": "MOLINAPEREZ@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/ERICK_MOLINA_PEREZ" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE 635", "course_uid": "course_33543995b86dcc077dd0e1a4", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "JEAN-PAUL CHAVAS" ], "a": 8, "ab": 6, "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": 19, "source_aliases": [ "AAE 635" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE 635", "course_uid": "course_33543995b86dcc077dd0e1a4", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "JEAN-PAUL CHAVAS", "JOHN MILES MORROW" ], "a": 7, "ab": 4, "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": 16, "source_aliases": [ "AAE 635" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE 635", "course_uid": "course_33543995b86dcc077dd0e1a4", "term_id": "1092", "term_name": "Fall 2008", "instructors": [ "DIEP PHAN", "SHI GUANMING" ], "a": 7, "ab": 9, "b": 6, "bc": 1, "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": 24, "source_aliases": [ "AAE 635" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE 635", "course_uid": "course_33543995b86dcc077dd0e1a4", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "SHI GUANMING" ], "a": 4, "ab": 9, "b": 3, "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": 18, "source_aliases": [ "AAE 635" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE 635", "course_uid": "course_33543995b86dcc077dd0e1a4", "term_id": "1112", "term_name": "Fall 2010", "instructors": [ "SHI GUANMING" ], "a": 3, "ab": 4, "b": 8, "bc": 2, "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": 18, "source_aliases": [ "AAE 635" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE 635", "course_uid": "course_33543995b86dcc077dd0e1a4", "term_id": "1122", "term_name": "Fall 2011", "instructors": [ "SHI GUANMING" ], "a": 5, "ab": 8, "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": 16, "source_aliases": [ "AAE 635" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE 635", "course_uid": "course_33543995b86dcc077dd0e1a4", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "SHI GUANMING" ], "a": 6, "ab": 8, "b": 4, "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": [ "AAE 635" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE 635", "course_uid": "course_33543995b86dcc077dd0e1a4", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "SHI GUANMING" ], "a": 4, "ab": 3, "b": 5, "bc": 2, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 1, "not_reported": 0, "other": 0, "total": 16, "source_aliases": [ "AAE 635" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE 635", "course_uid": "course_33543995b86dcc077dd0e1a4", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "SHI GUANMING" ], "a": 2, "ab": 7, "b": 5, "bc": 2, "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": [ "AAE 635" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE 635", "course_uid": "course_33543995b86dcc077dd0e1a4", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "SHI GUANMING" ], "a": 4, "ab": 9, "b": 4, "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": 17, "source_aliases": [ "AAE 635" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE 635", "course_uid": "course_33543995b86dcc077dd0e1a4", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "SHI GUANMING" ], "a": 5, "ab": 5, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 12, "source_aliases": [ "AAE 635" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE 635", "course_uid": "course_33543995b86dcc077dd0e1a4", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "SHI GUANMING" ], "a": 3, "ab": 4, "b": 2, "bc": 0, "c": 2, "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": 12, "source_aliases": [ "AAE 635" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE 635", "course_uid": "course_33543995b86dcc077dd0e1a4", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "SHI GUANMING" ], "a": 4, "ab": 12, "b": 7, "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": 24, "source_aliases": [ "AAE 635" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE 635", "course_uid": "course_33543995b86dcc077dd0e1a4", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "SHI GUANMING" ], "a": 5, "ab": 7, "b": 6, "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": [ "AAE 635" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE 635", "course_uid": "course_33543995b86dcc077dd0e1a4", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "SHI GUANMING" ], "a": 5, "ab": 5, "b": 7, "bc": 3, "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": 21, "source_aliases": [ "AAE 635" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE 635", "course_uid": "course_33543995b86dcc077dd0e1a4", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "SHI GUANMING" ], "a": 5, "ab": 6, "b": 6, "bc": 5, "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": 22, "source_aliases": [ "AAE 635" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE 635", "course_uid": "course_33543995b86dcc077dd0e1a4", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "SHI GUANMING" ], "a": 6, "ab": 1, "b": 10, "bc": 2, "c": 0, "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": 21, "source_aliases": [ "AAE 635" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE 635", "course_uid": "course_33543995b86dcc077dd0e1a4", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Paul Dower" ], "a": 14, "ab": 6, "b": 6, "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": 27, "source_aliases": [ "AAE 635" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE 635", "course_uid": "course_33543995b86dcc077dd0e1a4", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Paul Dower" ], "a": 6, "ab": 2, "b": 2, "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": 11, "source_aliases": [ "AAE 635" ] } ] ``` ### statistics #### gpa 3.437 #### graded 335 #### counts * 103 * 115 * 95 * 18 * 3 * 1 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_33543995b86dcc077dd0e1a4-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_33543995b86dcc077dd0e1a4-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_33543995b86dcc077dd0e1a4-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_33543995b86dcc077dd0e1a4-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_33543995b86dcc077dd0e1a4-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_33543995b86dcc077dd0e1a4-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_33543995b86dcc077dd0e1a4-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_33543995b86dcc077dd0e1a4-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.437313432835821 #### count 335 #### university ##### size 4096 ##### gpa Percentile 22 ##### count Percentile 66 ##### median Count 186 ##### 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 | 12 | false | | 2.8–3.2 | 324 | false | | 3.2–3.6 | 1191 | true | | 3.6–4.0 | 2568 | false | #### departments ```json [ { "subject": "AAE", "comparison": { "size": 43, "gpaPercentile": 45, "countPercentile": 69, "medianCount": 108, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 8, "current": false }, { "range": "3.2–3.6", "count": 18, "current": true }, { "range": "3.6–4.0", "count": 17, "current": false } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.5789473684210527 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1082 ##### term 1082 ##### gpa 3.5625 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1092 ##### term 1092 ##### gpa 3.4782608695652173 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1102 ##### term 1102 ##### gpa 3.4705882352941178 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1112 ##### term 1112 ##### gpa 3.235294117647059 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1122 ##### term 1122 ##### gpa 3.5625 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1132 ##### term 1132 ##### gpa 3.5555555555555554 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1142 ##### term 1142 ##### gpa 3.2333333333333334 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1152 ##### term 1152 ##### gpa 3.28125 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1162 ##### term 1162 ##### gpa 3.5 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1172 ##### term 1172 ##### gpa 3.6818181818181817 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1182 ##### term 1182 ##### gpa 3.0833333333333335 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1192 ##### term 1192 ##### gpa 3.4347826086956523 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1202 ##### term 1202 ##### gpa 3.4722222222222223 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1222 ##### term 1222 ##### gpa 3.3 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1232 ##### term 1232 ##### gpa 3.25 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1242 ##### term 1242 ##### gpa 3.289473684210526 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1252 ##### term 1252 ##### gpa 3.6538461538461537 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1262 ##### term 1262 ##### gpa 3.7 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | ### benchmarks #### all ##### school ###### size 4096 ###### gpa 3.6521809770952345 ###### top Share 81.43035380409547 ###### count 186 ##### AAE ###### size 43 ###### gpa 3.4805052081015226 ###### top Share 71.27387836723973 ###### count 108 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ###### AAE ###### size 10 ###### gpa 3.4048042329085866 ###### top Share 66.49204284839482 ###### count 51.5 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ###### AAE ###### size 11 ###### gpa 3.194011829740494 ###### top Share 54.43346092492995 ###### count 60 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ###### AAE ###### size 11 ###### gpa 3.4014118036114707 ###### top Share 69.75126403038601 ###### count 49 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### AAE ###### size 11 ###### gpa 3.4135482380136697 ###### top Share 64.80379498403573 ###### count 45 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ## instructor Trends ```json [ { "uid": "instructor_475d34dfa303d97dd29eb771", "name": "SHI GUANMING", "count": 264, "terms": [ { "term": "1092", "count": 23, "sections": 1, "gpa": 3.4782608695652173 }, { "term": "1102", "count": 17, "sections": 1, "gpa": 3.4705882352941178 }, { "term": "1112", "count": 17, "sections": 1, "gpa": 3.235294117647059 }, { "term": "1122", "count": 16, "sections": 1, "gpa": 3.5625 }, { "term": "1132", "count": 18, "sections": 1, "gpa": 3.5555555555555554 }, { "term": "1142", "count": 15, "sections": 1, "gpa": 3.2333333333333334 }, { "term": "1152", "count": 16, "sections": 1, "gpa": 3.28125 }, { "term": "1162", "count": 17, "sections": 1, "gpa": 3.5 }, { "term": "1172", "count": 11, "sections": 1, "gpa": 3.6818181818181817 }, { "term": "1182", "count": 12, "sections": 1, "gpa": 3.0833333333333335 }, { "term": "1192", "count": 23, "sections": 1, "gpa": 3.4347826086956523 }, { "term": "1202", "count": 18, "sections": 1, "gpa": 3.4722222222222223 }, { "term": "1222", "count": 20, "sections": 1, "gpa": 3.3 }, { "term": "1232", "count": 22, "sections": 1, "gpa": 3.25 }, { "term": "1242", "count": 19, "sections": 1, "gpa": 3.289473684210526 } ] }, { "uid": "instructor_ad4789e94d4270ca2d6079ac", "name": "PAUL DOWER", "count": 36, "terms": [ { "term": "1252", "count": 26, "sections": 1, "gpa": 3.6538461538461537 }, { "term": "1262", "count": 10, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_cdd5f30cbe928bb6429fcb49", "name": "JEAN-PAUL CHAVAS", "count": 35, "terms": [ { "term": "1072", "count": 19, "sections": 1, "gpa": 3.5789473684210527 }, { "term": "1082", "count": 16, "sections": 1, "gpa": 3.5625 } ] }, { "uid": "instructor_718d57439c1f6c9942a1b3a8", "name": "DIEP PHAN", "count": 23, "terms": [ { "term": "1092", "count": 23, "sections": 1, "gpa": 3.4782608695652173 } ] }, { "uid": "instructor_c8450c51b3a5546d46ceb638", "name": "JOHN MILES MORROW", "count": 16, "terms": [ { "term": "1082", "count": 16, "sections": 1, "gpa": 3.5625 } ] } ] ``` ## following | code | title | | ------- | ----------------------------------------------------------- | | AAE 641 | FOUNDATIONS OF AGRICULTURAL ECONOMICS | | AAE 642 | FOUNDATIONS OF DEVELOPMENT ECONOMICS | | AAE 643 | FOUNDATIONS OF ENVIRONMENTAL AND NATURAL RESOURCE ECONOMICS | | AAE 705 | APPLIED MICROECONOMICS | | AAE 706 | APPLIED RISK ANALYSIS |