# ECON 460: Economic Forecasting | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ECON_460) ## 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 5df2760524db2d573ae6819cf1887b86ef95e4d1c08528db691bfd22742d5890 ### course id ECON 460 ### course uid course\_d621999325fc506ebe39b22b ### catalog version id 308a513b389da0e76bdab8a5cb41560f293b85518a095c77018da34df72aca93 ### course number 460 ### subjects * ECON ### title ECONOMIC FORECASTING ### description Introduction to econometric time series analysis, forecasting methods, and forecast evaluation. Covers theoretical, methodological, and applied topics, and much of the work will be hands-on data analysis. ### requirements text ECON 400,410, or graduate/professional standing ### credits min 3 ### credits max 4 ### credit offering ids * 1272:296:024199 ### llm job id enrich-b6d8f78c1be0d523cf09d00d ### llm output id 1e1b668527230a1f6c65a019371213d3b89da2ad7ee6dcdd7b94bd9d0ea1730f ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary ECON 460 introduces econometric time series analysis, forecasting methods, and forecast evaluation with hands-on data analysis. ### llm topics * Econometric time series analysis. * Forecasting methods. * Forecast evaluation. * Theoretical, methodological, and applied topics. ### llm skills * Econometric time series analysis and forecasting methods. * Forecast evaluation. * Hands-on data analysis. ### llm assumed background * Applied econometrics, statistical methods for empirical relationships, and regression analysis. ### llm search phrases * econometric time series analysis * forecasting methods * forecast evaluation * hands-on data analysis * ECON 460 economic forecasting ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 58233652be509cd8c9e0c096624c9a7062fedc8cbf36b05792b5cf0c5457fa59 #### course id ECON 460 #### current instructors ```json [ { "instructor_uid": "instructor_207700240385a4e95eafd5b3", "message": "No course-specific reviews available", "name": "Kenneth West", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1997405", "summary": [] } ] ``` #### difficulty workload Historical reviews of Bruce Hansen: A reviewer reports that Professor Hansen grades leniently and gives easy exams, while another notes applied work with time-series data. ```json { "citations": [ { "instructor_name": "Bruce Hansen", "review_date": "2017-05-15 12:26:56 +0000 UTC", "review_id": "476fa924d0f183ca34393672", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1989764", "source_review_id": "UmF0aW5nLTI4MzEzNzk1", "source_url": "https://www.ratemyprofessors.com/professor/1989764", "type": "review" }, { "instructor_name": "Bruce Hansen", "review_date": "2017-05-21 02:46:05 +0000 UTC", "review_id": "b42c2f406ab026e7e36f03fd", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1989764", "source_review_id": "UmF0aW5nLTI4MzU1Njgw", "source_url": "https://www.ratemyprofessors.com/professor/1989764", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Bruce Hansen: Bruce Hansen is described as an amazing and knowledgeable instructor who explains material well at the undergraduate level. Reviewers highlight his lenient grading, easy exams, and the practical value of the course for resumes and marketable skills. ```json { "citations": [ { "instructor_name": "Bruce Hansen", "review_date": "2017-05-15 12:26:56 +0000 UTC", "review_id": "476fa924d0f183ca34393672", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1989764", "source_review_id": "UmF0aW5nLTI4MzEzNzk1", "source_url": "https://www.ratemyprofessors.com/professor/1989764", "type": "review" }, { "instructor_name": "Bruce Hansen", "review_date": "2017-05-21 02:46:05 +0000 UTC", "review_id": "b42c2f406ab026e7e36f03fd", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1989764", "source_review_id": "UmF0aW5nLTI4MzU1Njgw", "source_url": "https://www.ratemyprofessors.com/professor/1989764", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews for Bruce Hansen describe the course as highly useful for resumes and marketable skills, featuring applied work in time-series data. ```json { "citations": [ { "instructor_name": "Bruce Hansen", "review_date": "2017-05-15 12:26:56 +0000 UTC", "review_id": "476fa924d0f183ca34393672", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1989764", "source_review_id": "UmF0aW5nLTI4MzEzNzk1", "source_url": "https://www.ratemyprofessors.com/professor/1989764", "type": "review" }, { "instructor_name": "Bruce Hansen", "review_date": "2017-05-21 02:46:05 +0000 UTC", "review_id": "b42c2f406ab026e7e36f03fd", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1989764", "source_review_id": "UmF0aW5nLTI4MzU1Njgw", "source_url": "https://www.ratemyprofessors.com/professor/1989764", "type": "review" } ] } ``` Recent recorded grades — Spring 2022: 3.52 GPA, 75.0% A/AB (n=40 letter grades); Fall 2024: 3.61 GPA, 84.7% A/AB (n=72 letter grades); Fall 2025: 3.63 GPA, 82.1% A/AB (n=39 letter grades). ```json { "citations": [ { "course_id": "ECON 460", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "85a30668-583d-3fed-a013-ddb95945ecca", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "ECON 460", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "85a30668-583d-3fed-a013-ddb95945ecca", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ECON 460", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "85a30668-583d-3fed-a013-ddb95945ecca", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience Historical reviews of Bruce Hansen: Reviewers found the material rewarding and useful, with Hansen explaining complex concepts well at the undergraduate level. ```json { "citations": [ { "instructor_name": "Bruce Hansen", "review_date": "2017-05-21 02:46:05 +0000 UTC", "review_id": "b42c2f406ab026e7e36f03fd", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1989764", "source_review_id": "UmF0aW5nLTI4MzU1Njgw", "source_url": "https://www.ratemyprofessors.com/professor/1989764", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history BRUCE HANSEN is recorded teaching in Spring 2015, Spring 2017, Fall 2018, Fall 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECON 460", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "85a30668-583d-3fed-a013-ddb95945ecca", "source_record": { "entity_id": "85a30668-583d-3fed-a013-ddb95945ecca", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1154", "type": "grade" }, { "course_id": "ECON 460", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "85a30668-583d-3fed-a013-ddb95945ecca", "source_record": { "entity_id": "85a30668-583d-3fed-a013-ddb95945ecca", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "ECON 460", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "85a30668-583d-3fed-a013-ddb95945ecca", "source_record": { "entity_id": "85a30668-583d-3fed-a013-ddb95945ecca", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "ECON 460", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "85a30668-583d-3fed-a013-ddb95945ecca", "source_record": { "entity_id": "85a30668-583d-3fed-a013-ddb95945ecca", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2", "n3" ], "condition": null, "course": null, "evidence": "ECON 400,410, or graduate/professional standing", "id": "n0", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 400, "minimum_grade": null, "subjects": [ "ECON" ], "timing": "prior" }, "evidence": "ECON 400", "id": "n1", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 410, "minimum_grade": null, "subjects": [ "ECON" ], "timing": "prior" }, "evidence": "410", "id": "n2", "kind": "course" }, { "children": [], "condition": "graduate/professional standing", "course": null, "evidence": "graduate/professional standing", "id": "n3", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_207700240385a4e95eafd5b3", "source": "enrollment", "source_instructor_id": "kdwest", "identity_basis": "netid", "identity_status": "source_identified", "name": "Kenneth West", "email": "KDWEST@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": 19, "quality": 2.58, "difficulty": 3.26, "quality_count": 19, "difficulty_count": 19, "profile_id": "rmp:1997405", "source_url": "https://www.ratemyprofessors.com/professor/1997405", "match_basis": "exact_name", "observed_at": "2026-09-07 16:26:11.370589+00:00", "courses": { "course_9fae615fe1db13e19e61a961": { "review_count": 1, "quality": 1, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 }, "course_9f4e10a4ab7c3040302d172b": { "review_count": 14, "quality": 2.79, "difficulty": 3.36, "quality_count": 14, "difficulty_count": 14 } }, "bayesian_quality": 3.1336850172033826, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/KENNETH_WEST" }, { "instructor_uid": "instructor_e1f317c22f8909f7aaaebcff", "source": "enrollment", "source_instructor_id": "xli2394", "identity_basis": "netid", "identity_status": "source_identified", "name": "Xuexin Li", "email": "XLI2394@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/XUEXIN_LI" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:296:024199", "course_id": "ECON 460", "course_uid": "course_d621999325fc506ebe39b22b", "term_id": "1272", "source_course_id": "024199", "source_subject_id": "296", "title": "Economic Forecasting", "credits_min": 3, "credits_max": 4, "typically_offered": "Fall, Spring" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:33031", "term_id": "1272", "source_section_id": "33031", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 72, "enrolled": 64, "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:1272:34998", "term_id": "1272", "source_section_id": "34998", "identity_basis": "class_number", "section_number": "301", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 22, "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:1272:34999", "term_id": "1272", "source_section_id": "34999", "identity_basis": "class_number", "section_number": "302", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 24, "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:1272:35000", "term_id": "1272", "source_section_id": "35000", "identity_basis": "class_number", "section_number": "303", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 18, "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_ce9be7df69b27a7758d8e064", "source": "madgrades", "source_instructor_id": "3013506", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BRUCE HANSEN", "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, "difficulty": 2.67, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:1989764", "source_url": "https://www.ratemyprofessors.com/professor/1989764", "match_basis": "exact_name", "observed_at": "2026-09-07 16:50:52.046273+00:00", "courses": { "course_43ec9cdd7f32ec7681ab5d71": { "review_count": 1, "quality": 2, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_d621999325fc506ebe39b22b": { "review_count": 2, "quality": 5, "difficulty": 2, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.7040745943883437, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.55, "graded": 1556, "counts": [ 637, 516, 343, 50, 7, 2, 1 ], "sections": 64 }, "instructor_url": "/instructors/BRUCE_HANSEN--instructor_ce9be7df69b27a7758d8e064" }, { "instructor_uid": "instructor_1bc78dc9d8cab715f51ccc31", "source": "madgrades", "source_instructor_id": "6243031", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANNA BYKHOVSKAYA", "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": 3.622, "graded": 160, "counts": [ 81, 50, 22, 3, 3, 1, 0 ], "sections": 5 }, "instructor_url": "/instructors/ANNA_BYKHOVSKAYA" }, { "instructor_uid": "instructor_38f8efdb9b4b1a3385733490", "source": "madgrades", "source_instructor_id": "6687843", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MIGUEL ACOSTA", "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": 3.475, "graded": 141, "counts": [ 44, 56, 31, 10, 0, 0, 0 ], "sections": 6 }, "instructor_url": "/instructors/MIGUEL_ACOSTA--instructor_38f8efdb9b4b1a3385733490" }, { "instructor_uid": "instructor_bb0dae9516e32b50fcf39b0e", "source": "madgrades", "source_instructor_id": "6215786", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KAI 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", "grade_statistics": { "gpa": 3.213, "graded": 687, "counts": [ 150, 187, 199, 119, 26, 6, 0 ], "sections": 3 }, "instructor_url": "/instructors/KAI_GAO--instructor_bb0dae9516e32b50fcf39b0e" }, { "instructor_uid": "instructor_207700240385a4e95eafd5b3", "source": "enrollment", "source_instructor_id": "kdwest", "identity_basis": "netid", "identity_status": "source_identified", "name": "Kenneth West", "email": "KDWEST@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": 19, "quality": 2.58, "difficulty": 3.26, "quality_count": 19, "difficulty_count": 19, "profile_id": "rmp:1997405", "source_url": "https://www.ratemyprofessors.com/professor/1997405", "match_basis": "exact_name", "observed_at": "2026-09-07 16:26:11.370589+00:00", "courses": { "course_9fae615fe1db13e19e61a961": { "review_count": 1, "quality": 1, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 }, "course_9f4e10a4ab7c3040302d172b": { "review_count": 14, "quality": 2.79, "difficulty": 3.36, "quality_count": 14, "difficulty_count": 14 } }, "bayesian_quality": 3.1336850172033826, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/KENNETH_WEST" }, { "instructor_uid": "instructor_e1f317c22f8909f7aaaebcff", "source": "enrollment", "source_instructor_id": "xli2394", "identity_basis": "netid", "identity_status": "source_identified", "name": "Xuexin Li", "email": "XLI2394@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/XUEXIN_LI" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 460", "course_uid": "course_d621999325fc506ebe39b22b", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "Bruce Hansen" ], "a": 12, "ab": 20, "b": 6, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 39, "source_aliases": [ "ECON 460" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 460", "course_uid": "course_d621999325fc506ebe39b22b", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "Bruce Hansen" ], "a": 13, "ab": 21, "b": 9, "bc": 4, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 48, "source_aliases": [ "ECON 460" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 460", "course_uid": "course_d621999325fc506ebe39b22b", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "Bruce Hansen" ], "a": 14, "ab": 27, "b": 14, "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": 57, "source_aliases": [ "ECON 460" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 460", "course_uid": "course_d621999325fc506ebe39b22b", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "ANNA BYKHOVSKAYA" ], "a": 17, "ab": 6, "b": 8, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 5, "unsatisfactory": 1, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 38, "source_aliases": [ "ECON 460" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 460", "course_uid": "course_d621999325fc506ebe39b22b", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "ANNA BYKHOVSKAYA", "Bruce Hansen" ], "a": 18, "ab": 15, "b": 0, "bc": 0, "c": 1, "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": 35, "source_aliases": [ "ECON 460" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 460", "course_uid": "course_d621999325fc506ebe39b22b", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "ANNA BYKHOVSKAYA" ], "a": 18, "ab": 12, "b": 6, "bc": 2, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 40, "source_aliases": [ "ECON 460" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 460", "course_uid": "course_d621999325fc506ebe39b22b", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Miguel Acosta" ], "a": 28, "ab": 33, "b": 10, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 72, "source_aliases": [ "ECON 460" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 460", "course_uid": "course_d621999325fc506ebe39b22b", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Kai Gao" ], "a": 19, "ab": 13, "b": 6, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 39, "source_aliases": [ "ECON 460" ] } ] ``` ### statistics #### gpa 3.552 #### graded 362 #### counts * 139 * 147 * 59 * 11 * 5 * 1 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_d621999325fc506ebe39b22b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_d621999325fc506ebe39b22b-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_d621999325fc506ebe39b22b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_d621999325fc506ebe39b22b-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_d621999325fc506ebe39b22b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_d621999325fc506ebe39b22b-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_d621999325fc506ebe39b22b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_d621999325fc506ebe39b22b-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_d621999325fc506ebe39b22b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_d621999325fc506ebe39b22b-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.552486187845304 #### count 362 #### university ##### size 3946 ##### gpa Percentile 29 ##### count Percentile 82 ##### median Count 105.5 ##### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 5 | false | | 2.8–3.2 | 257 | false | | 3.2–3.6 | 1041 | true | | 3.6–4.0 | 2642 | false | #### departments ```json [ { "subject": "ECON", "comparison": { "size": 97, "gpaPercentile": 55, "countPercentile": 75, "medianCount": 124, "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": 15, "current": false }, { "range": "3.2–3.6", "count": 42, "current": true }, { "range": "3.6–4.0", "count": 40, "current": false } ] } } ] ``` ### terms #### 1154 ##### term 1154 ##### gpa 3.551282051282051 ##### count 39 ##### university ###### size 935 ###### gpa Percentile 60 ###### count Percentile 17 ###### median Count 63 ###### 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 | 38 | false | | 2.8–3.2 | 237 | false | | 3.2–3.6 | 326 | true | | 3.6–4.0 | 334 | false | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 30, "gpaPercentile": 90, "countPercentile": 14, "medianCount": 77, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 2, "current": false }, { "range": "2.8–3.2", "count": 14, "current": false }, { "range": "3.2–3.6", "count": 11, "current": true }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` #### 1174 ##### term 1174 ##### gpa 3.4270833333333335 ##### count 48 ##### university ###### size 955 ###### gpa Percentile 45 ###### count Percentile 31 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 29 | false | | 2.8–3.2 | 224 | false | | 3.2–3.6 | 332 | true | | 3.6–4.0 | 369 | false | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 31, "gpaPercentile": 77, "countPercentile": 33, "medianCount": 97, "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": 15, "current": false }, { "range": "3.2–3.6", "count": 12, "current": true }, { "range": "3.6–4.0", "count": 4, "current": false } ] } } ] ``` #### 1192 ##### term 1192 ##### gpa 3.4649122807017543 ##### count 57 ##### university ###### size 1077 ###### gpa Percentile 42 ###### count Percentile 41 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 203 | false | | 3.2–3.6 | 370 | true | | 3.6–4.0 | 481 | false | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 38, "gpaPercentile": 73, "countPercentile": 41, "medianCount": 85, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 16, "current": false }, { "range": "3.2–3.6", "count": 17, "current": true }, { "range": "3.6–4.0", "count": 5, "current": false } ] } } ] ``` #### 1204 ##### term 1204 ##### gpa 3.609375 ##### count 32 ##### university ###### size 1012 ###### gpa Percentile 34 ###### count Percentile 6 ###### median Count 65.5 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 1 | false | | 2.8–3.2 | 25 | false | | 3.2–3.6 | 301 | false | | 3.6–4.0 | 685 | true | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 33, "gpaPercentile": 66, "countPercentile": 3, "medianCount": 79, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 1, "current": false }, { "range": "3.2–3.6", "count": 18, "current": false }, { "range": "3.6–4.0", "count": 14, "current": true } ] } } ] ``` #### 1212 ##### term 1212 ##### gpa 3.642857142857143 ##### count 35 ##### university ###### size 1111 ###### gpa Percentile 49 ###### count Percentile 11 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 4 | false | | 2.8–3.2 | 159 | false | | 3.2–3.6 | 337 | false | | 3.6–4.0 | 611 | true | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 43, "gpaPercentile": 74, "countPercentile": 7, "medianCount": 62, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 10, "current": false }, { "range": "3.2–3.6", "count": 21, "current": false }, { "range": "3.6–4.0", "count": 12, "current": true } ] } } ] ``` #### 1224 ##### term 1224 ##### gpa 3.525 ##### count 40 ##### university ###### size 1171 ###### gpa Percentile 41 ###### count Percentile 22 ###### median Count 64 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 21 | false | | 2.8–3.2 | 173 | false | | 3.2–3.6 | 358 | true | | 3.6–4.0 | 616 | false | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 37, "gpaPercentile": 75, "countPercentile": 28, "medianCount": 71, "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": 15, "current": false }, { "range": "3.2–3.6", "count": 15, "current": true }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.611111111111111 ##### count 72 ##### university ###### size 1333 ###### gpa Percentile 42 ###### count Percentile 51 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 115 | false | | 3.2–3.6 | 431 | false | | 3.6–4.0 | 773 | true | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 46, "gpaPercentile": 76, "countPercentile": 44, "medianCount": 74, "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": 26, "current": false }, { "range": "3.6–4.0", "count": 12, "current": true } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.628205128205128 ##### count 39 ##### university ###### size 1320 ###### gpa Percentile 42 ###### count Percentile 18 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 8 | false | | 2.8–3.2 | 133 | false | | 3.2–3.6 | 381 | false | | 3.6–4.0 | 797 | true | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 40, "gpaPercentile": 77, "countPercentile": 13, "medianCount": 65.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 9, "current": false }, { "range": "3.2–3.6", "count": 21, "current": false }, { "range": "3.6–4.0", "count": 10, "current": true } ] } } ] ``` ### benchmarks #### all ##### school ###### size 3946 ###### gpa 3.6790744173737377 ###### top Share 83.0346012924821 ###### count 105.5 ##### ECON ###### size 97 ###### gpa 3.545494386170403 ###### top Share 73.78311580772275 ###### count 124 #### terms ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ###### ECON ###### size 30 ###### gpa 3.212244027927608 ###### top Share 51.42727757714087 ###### count 77 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ###### ECON ###### size 31 ###### gpa 3.262762293275924 ###### top Share 56.37213628921166 ###### count 97 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ###### ECON ###### size 38 ###### gpa 3.2727133601045373 ###### top Share 56.19863891625153 ###### count 85 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ###### ECON ###### size 33 ###### gpa 3.5818404132725767 ###### top Share 77.38790104739134 ###### count 79 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ###### ECON ###### size 43 ###### gpa 3.4217856837040865 ###### top Share 67.0762430121588 ###### count 62 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ###### ECON ###### size 37 ###### gpa 3.358824647431352 ###### top Share 62.02356029673636 ###### count 71 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### ECON ###### size 46 ###### gpa 3.4251846784024935 ###### top Share 66.33912567216377 ###### count 74 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### ECON ###### size 40 ###### gpa 3.446407481735755 ###### top Share 68.17148103554868 ###### count 65.5 ## instructor Trends ```json [ { "uid": "instructor_ce9be7df69b27a7758d8e064", "name": "BRUCE HANSEN", "count": 179, "terms": [ { "term": "1154", "count": 39, "sections": 1, "gpa": 3.551282051282051 }, { "term": "1174", "count": 48, "sections": 1, "gpa": 3.4270833333333335 }, { "term": "1192", "count": 57, "sections": 1, "gpa": 3.4649122807017543 }, { "term": "1212", "count": 35, "sections": 1, "gpa": 3.642857142857143 } ] }, { "uid": "instructor_1bc78dc9d8cab715f51ccc31", "name": "ANNA BYKHOVSKAYA", "count": 107, "terms": [ { "term": "1204", "count": 32, "sections": 1, "gpa": 3.609375 }, { "term": "1212", "count": 35, "sections": 1, "gpa": 3.642857142857143 }, { "term": "1224", "count": 40, "sections": 1, "gpa": 3.525 } ] }, { "uid": "instructor_38f8efdb9b4b1a3385733490", "name": "MIGUEL ACOSTA", "count": 72, "terms": [ { "term": "1252", "count": 72, "sections": 1, "gpa": 3.611111111111111 } ] }, { "uid": "instructor_bb0dae9516e32b50fcf39b0e", "name": "KAI GAO", "count": 39, "terms": [ { "term": "1262", "count": 39, "sections": 1, "gpa": 3.628205128205128 } ] } ] ``` ## following None recorded.