# ECON 704: Econometrics I | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ECON_704) ## 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 40dcded582e9b4cf3cc5930019fbc462c77579bdeefc0952756cf72717723d1f ### course id ECON 704 ### course uid course\_9fae615fe1db13e19e61a961 ### catalog version id 456a5704eff238ebf8b5e25cfb19a568bc5f02a50c68c05e00d387f920aafe0f ### course number 704 ### subjects * ECON ### title ECONOMETRICS I ### description Econometric methods, theory, and applications. Matrix algebra will be used. Topics include linear regression, least-squares estimation, inference, and hypothesis testing. Primarily for Master's level students. It is expected that students will have completed three semesters calculus (such asMATH 234) and linear algebra (such asMATH 340). ### requirements text Graduate/professional standing ### credits min 3 ### credits max 3 ### credit offering ids * 1272:296:024051 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 46e4b6cf23d96472be3752012e68e5c6f25d49ef62f20bf1fabc7019e0020eba ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary ECONOMETRICS I covers econometric methods, theory, and applications including linear regression and hypothesis testing. ### llm topics * Linear regression * Least-squares estimation * Inference * Hypothesis testing ### llm skills * Econometric methods and theory * Linear regression, least-squares estimation, inference, and hypothesis testing ### llm assumed background * Three semesters of calculus and linear algebra * Matrix algebra ### llm search phrases * econometrics master's degree * linear regression econometrics * matrix algebra economics * econometric methods theory applications ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 103b2f3ef21be19045056f3aa13ff502b294275e4c8d495f71d034d8b5b90c9a #### course id ECON 704 #### current instructors ```json [ { "instructor_uid": "instructor_8236bac720769d85116d731d", "message": "No course-specific reviews available", "name": "Chris Taber", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_73a0df33db132dd1c271a5a6", "message": "No course-specific reviews available", "name": "Jack Porter", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1630460", "summary": [ { "citations": [ { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Spring 2023: 3.59 GPA, 82.4% A/AB (n=17 letter grades); Fall 2024: 3.54 GPA, 71.2% A/AB (n=73 letter grades); Fall 2025: 3.45 GPA, 61.8% A/AB (n=55 letter grades). Includes jointly taught sections." } ] } ] ``` #### difficulty workload Historical reviews of Kenneth West, Xiaoxia Shi: Reviewers describe the course as hard-core, yet note that exams are easy, suggesting a disconnect between perceived difficulty and assessment format. ```json { "citations": [ { "instructor_name": "Xiaoxia Shi", "review_date": "2019-02-03 04:22:19 +0000 UTC", "review_id": "3e1a2f5141c8f96f89acdb49", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2210435", "source_review_id": "UmF0aW5nLTMxMzMwODIz", "source_url": "https://www.ratemyprofessors.com/professor/2210435", "type": "review" }, { "instructor_name": "Kenneth West", "review_date": "2025-10-22 19:36:05 +0000 UTC", "review_id": "9e7187b0499363477b45f6c9", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1997405", "source_review_id": "UmF0aW5nLTQxNzQ0NzU2", "source_url": "https://www.ratemyprofessors.com/professor/1997405", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews for Xiaoxia Shi describe her as a hard-core professor who is patient in explaining proofs and accessible outside class. Reviewers note she holds office hours twice a week and responds to emails quickly. ```json { "citations": [ { "instructor_name": "Xiaoxia Shi", "review_date": "2019-02-03 04:22:19 +0000 UTC", "review_id": "3e1a2f5141c8f96f89acdb49", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2210435", "source_review_id": "UmF0aW5nLTMxMzMwODIz", "source_url": "https://www.ratemyprofessors.com/professor/2210435", "type": "review" }, { "instructor_name": "Xiaoxia Shi", "review_date": "2020-12-07 11:38:02 +0000 UTC", "review_id": "680c3ab66f8919aac24bd1bd", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2210435", "source_review_id": "UmF0aW5nLTMzOTcxNzAz", "source_url": "https://www.ratemyprofessors.com/professor/2210435", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews for ECON 704 show mixed experiences, ranging from highly accessible instruction to significant dissatisfaction with teaching clarity and learning outcomes. ```json { "citations": [ { "instructor_name": "Xiaoxia Shi", "review_date": "2019-02-03 04:22:19 +0000 UTC", "review_id": "3e1a2f5141c8f96f89acdb49", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2210435", "source_review_id": "UmF0aW5nLTMxMzMwODIz", "source_url": "https://www.ratemyprofessors.com/professor/2210435", "type": "review" }, { "instructor_name": "Xiaoxia Shi", "review_date": "2020-12-07 11:38:02 +0000 UTC", "review_id": "680c3ab66f8919aac24bd1bd", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2210435", "source_review_id": "UmF0aW5nLTMzOTcxNzAz", "source_url": "https://www.ratemyprofessors.com/professor/2210435", "type": "review" }, { "instructor_name": "Kenneth West", "review_date": "2025-10-22 19:36:05 +0000 UTC", "review_id": "9e7187b0499363477b45f6c9", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1997405", "source_review_id": "UmF0aW5nLTQxNzQ0NzU2", "source_url": "https://www.ratemyprofessors.com/professor/1997405", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 3.60 GPA, 80.0% A/AB (n=10 letter grades); Fall 2025: 3.49 GPA, 67.1% A/AB (n=73 letter grades); Spring 2026: 3.50 GPA, 62.5% A/AB (n=8 letter grades). ```json { "citations": [ { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Kenneth West, Xiaoxia Shi: Students report Xiaoxia Shi as patient and accessible, while Kenneth West's teaching logic was unclear, leading to feelings of having learned nothing. ```json { "citations": [ { "instructor_name": "Xiaoxia Shi", "review_date": "2020-12-07 11:38:02 +0000 UTC", "review_id": "680c3ab66f8919aac24bd1bd", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2210435", "source_review_id": "UmF0aW5nLTMzOTcxNzAz", "source_url": "https://www.ratemyprofessors.com/professor/2210435", "type": "review" }, { "instructor_name": "Kenneth West", "review_date": "2025-10-22 19:36:05 +0000 UTC", "review_id": "9e7187b0499363477b45f6c9", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1997405", "source_review_id": "UmF0aW5nLTQxNzQ0NzU2", "source_url": "https://www.ratemyprofessors.com/professor/1997405", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history JACK PORTER is recorded teaching in Fall 2017, Spring 2019, Spring 2020, Spring 2022, Spring 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` KENNETH WEST is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` XIAOXIA SHI is recorded teaching in Fall 2014, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECON 704", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "source_record": { "entity_id": "dadcdff4-609f-3ec0-9c7c-1fc6018ae28e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Graduate/professional standing", "course": null, "evidence": "Graduate/professional standing", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_658e9302ca3eb4d072581f17", "source": "enrollment", "source_instructor_id": "armiller43", "identity_basis": "netid", "identity_status": "source_identified", "name": "Austin Miller", "email": "ARMILLER43@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": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:3139509", "source_url": "https://www.ratemyprofessors.com/professor/3139509", "match_basis": "exact_name", "observed_at": "2026-09-07 16:53:50.615087+00:00", "courses": { "course_f4f5c3694ef826912b11fa8e": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.7235102700443767, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/AUSTIN_MILLER" }, { "instructor_uid": "instructor_8236bac720769d85116d731d", "source": "enrollment", "source_instructor_id": "taber2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Chris Taber", "email": "CTABER@SSC.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/CHRIS_TABER" }, { "instructor_uid": "instructor_73a0df33db132dd1c271a5a6", "source": "enrollment", "source_instructor_id": "jporter1", "identity_basis": "netid", "identity_status": "source_identified", "name": "Jack Porter", "email": "JRPORTER@SSC.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": 15, "quality": 3.4, "difficulty": 3.53, "quality_count": 15, "difficulty_count": 15, "profile_id": "rmp:1630460", "source_url": "https://www.ratemyprofessors.com/professor/1630460", "match_basis": "exact_name", "observed_at": "2026-09-07 16:35:20.657291+00:00", "courses": { "course_78b5772073262a6a36ea493d": { "review_count": 3, "quality": 5, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3 }, "course_e104fb600738e5af6d58c4dd": { "review_count": 5, "quality": 3.4, "difficulty": 3.8, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 3.54839187631234, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/JACK_PORTER" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:296:024051", "course_id": "ECON 704", "course_uid": "course_9fae615fe1db13e19e61a961", "term_id": "1272", "source_course_id": "024051", "source_subject_id": "296", "title": "Econometrics I", "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:1272:22543", "term_id": "1272", "source_section_id": "22543", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 36, "enrolled": 27, "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:1272:31818", "term_id": "1272", "source_section_id": "31818", "identity_basis": "class_number", "section_number": "303", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 18, "enrolled": 12, "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:1272:31819", "term_id": "1272", "source_section_id": "31819", "identity_basis": "class_number", "section_number": "301", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 18, "enrolled": 15, "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_99ae0cffe810678dcb712206", "source": "madgrades", "source_instructor_id": "3979885", "identity_basis": "source_id", "identity_status": "source_identified", "name": "XIAOXIA SHI", "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": 3.33, "difficulty": 3.33, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2210435", "source_url": "https://www.ratemyprofessors.com/professor/2210435", "match_basis": "exact_name", "observed_at": "2026-09-07 15:58:33.638348+00:00", "courses": { "course_9fae615fe1db13e19e61a961": { "review_count": 2, "quality": 4.5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 }, "course_45144ea1ab61fccd3dc0a3f6": { "review_count": 1, "quality": 1, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.6166832900405175, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.436, "graded": 1614, "counts": [ 609, 410, 493, 52, 26, 13, 11 ], "sections": 45 }, "instructor_url": "/instructors/XIAOXIA_SHI--instructor_99ae0cffe810678dcb712206" }, { "instructor_uid": "instructor_cff990eba15659dfee8e0731", "source": "madgrades", "source_instructor_id": "2601987", "identity_basis": "source_id", "identity_status": "source_identified", "name": "STEVEN DURLAUF", "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": 3.653, "graded": 520, "counts": [ 315, 115, 53, 24, 9, 0, 4 ], "sections": 49 }, "instructor_url": "/instructors/STEVEN_DURLAUF--instructor_cff990eba15659dfee8e0731" }, { "instructor_uid": "instructor_a6021b8ba5ca13b388ab7897", "source": "madgrades", "source_instructor_id": "3013533", "identity_basis": "source_id", "identity_status": "source_identified", "name": "WILLIAM SANDHOLM", "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": 3.225, "graded": 1727, "counts": [ 512, 288, 665, 116, 105, 19, 22 ], "sections": 57 }, "instructor_url": "/instructors/WILLIAM_SANDHOLM" }, { "instructor_uid": "instructor_eb955630f83768cd1e516946", "source": "madgrades", "source_instructor_id": "972790", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JACK PORTER", "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": 15, "quality": 3.4, "difficulty": 3.53, "quality_count": 15, "difficulty_count": 15, "profile_id": "rmp:1630460", "source_url": "https://www.ratemyprofessors.com/professor/1630460", "match_basis": "exact_name", "observed_at": "2026-09-07 16:35:20.657291+00:00", "courses": { "course_78b5772073262a6a36ea493d": { "review_count": 3, "quality": 5, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3 }, "course_e104fb600738e5af6d58c4dd": { "review_count": 5, "quality": 3.4, "difficulty": 3.8, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 3.54839187631234, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.439, "graded": 3002, "counts": [ 1044, 893, 856, 137, 51, 11, 10 ], "sections": 68 }, "instructor_url": "/instructors/JACK_PORTER--instructor_eb955630f83768cd1e516946" }, { "instructor_uid": "instructor_6aecf641822eb34092bbe98a", "source": "madgrades", "source_instructor_id": "6398274", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LOUPHOU COULIBALY", "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": 3.512, "graded": 207, "counts": [ 106, 42, 37, 14, 4, 2, 2 ], "sections": 14 }, "instructor_url": "/instructors/LOUPHOU_COULIBALY--instructor_6aecf641822eb34092bbe98a" }, { "instructor_uid": "instructor_2da984110274a1696a9dd46c", "source": "madgrades", "source_instructor_id": "6316565", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HAROLD CHIANG", "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": 3.661, "graded": 480, "counts": [ 258, 129, 88, 2, 2, 1, 0 ], "sections": 18 }, "instructor_url": "/instructors/HAROLD_CHIANG--instructor_2da984110274a1696a9dd46c" }, { "instructor_uid": "instructor_f201290ae9c0bec13fc699a4", "source": "madgrades", "source_instructor_id": "4003576", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SALVADOR NAVARRO-LOZANO", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 28, "quality": 2.86, "difficulty": 3.93, "quality_count": 28, "difficulty_count": 28, "profile_id": "rmp:900114", "source_url": "https://www.ratemyprofessors.com/professor/900114", "match_basis": "exact_name", "observed_at": "2026-09-07 16:07:47.656415+00:00", "courses": { "course_c1d62f93b6bc2a4cab189b27": { "review_count": 28, "quality": 2.86, "difficulty": 3.93, "quality_count": 28, "difficulty_count": 28 } }, "bayesian_quality": 3.193202409811081, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 2.911, "graded": 1355, "counts": [ 252, 295, 306, 227, 158, 102, 15 ], "sections": 21 }, "instructor_url": "/instructors/SALVADOR_NAVARRO-LOZANO--instructor_f201290ae9c0bec13fc699a4" }, { "instructor_uid": "instructor_20a7f2a16d282afa8f5ec3b5", "source": "madgrades", "source_instructor_id": "6489241", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KOHEI YATA", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 7, "quality": 2.43, "difficulty": 2.71, "quality_count": 7, "difficulty_count": 7, "profile_id": "rmp:2834113", "source_url": "https://www.ratemyprofessors.com/professor/2834113", "match_basis": "exact_name", "observed_at": "2026-09-07 16:25:39.804872+00:00", "courses": { "course_45144ea1ab61fccd3dc0a3f6": { "review_count": 7, "quality": 2.43, "difficulty": 2.71, "quality_count": 7, "difficulty_count": 7 } }, "bayesian_quality": 3.3408783581826635, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.418, "graded": 678, "counts": [ 251, 187, 163, 56, 14, 2, 5 ], "sections": 13 }, "instructor_url": "/instructors/KOHEI_YATA--instructor_20a7f2a16d282afa8f5ec3b5" }, { "instructor_uid": "instructor_2cf24c74d49645e8ddb09441", "source": "madgrades", "source_instructor_id": "5907645", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SOOJEONG JUNG", "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": 3.434, "graded": 91, "counts": [ 29, 25, 35, 0, 2, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/SOOJEONG_JUNG" }, { "instructor_uid": "instructor_48bbe0bda6accb9bc9a6a72d", "source": "madgrades", "source_instructor_id": "6284918", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MENGXI WAN", "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": 3.327, "graded": 49, "counts": [ 23, 4, 13, 6, 1, 1, 1 ], "sections": 1 }, "instructor_url": "/instructors/MENGXI_WAN--instructor_48bbe0bda6accb9bc9a6a72d" }, { "instructor_uid": "instructor_ebce879d237654a37053b30a", "source": "madgrades", "source_instructor_id": "6291306", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SIYU HUO", "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": 3.434, "graded": 91, "counts": [ 29, 25, 35, 0, 2, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/SIYU_HUO--instructor_ebce879d237654a37053b30a" }, { "instructor_uid": "instructor_24d7adf03f12571002ca5400", "source": "madgrades", "source_instructor_id": "2601081", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KENNETH WEST", "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": 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 }, "grade_statistics": { "gpa": 3.419, "graded": 1872, "counts": [ 823, 471, 282, 146, 112, 25, 13 ], "sections": 70 }, "instructor_url": "/instructors/KENNETH_WEST--instructor_24d7adf03f12571002ca5400" }, { "instructor_uid": "instructor_58b2122ce77c06c42284d44f", "source": "madgrades", "source_instructor_id": "6687842", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YONG CAI", "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": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:3066860", "source_url": "https://www.ratemyprofessors.com/professor/3066860", "match_basis": "exact_name", "observed_at": "2026-09-07 15:57:37.608076+00:00", "courses": { "course_43ec9cdd7f32ec7681ab5d71": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.7235102700443767, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.597, "graded": 334, "counts": [ 147, 111, 75, 0, 0, 0, 1 ], "sections": 10 }, "instructor_url": "/instructors/YONG_CAI--instructor_58b2122ce77c06c42284d44f" }, { "instructor_uid": "instructor_658e9302ca3eb4d072581f17", "source": "enrollment", "source_instructor_id": "armiller43", "identity_basis": "netid", "identity_status": "source_identified", "name": "Austin Miller", "email": "ARMILLER43@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": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:3139509", "source_url": "https://www.ratemyprofessors.com/professor/3139509", "match_basis": "exact_name", "observed_at": "2026-09-07 16:53:50.615087+00:00", "courses": { "course_f4f5c3694ef826912b11fa8e": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.7235102700443767, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/AUSTIN_MILLER" }, { "instructor_uid": "instructor_73a0df33db132dd1c271a5a6", "source": "enrollment", "source_instructor_id": "jporter1", "identity_basis": "netid", "identity_status": "source_identified", "name": "Jack Porter", "email": "JRPORTER@SSC.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": 15, "quality": 3.4, "difficulty": 3.53, "quality_count": 15, "difficulty_count": 15, "profile_id": "rmp:1630460", "source_url": "https://www.ratemyprofessors.com/professor/1630460", "match_basis": "exact_name", "observed_at": "2026-09-07 16:35:20.657291+00:00", "courses": { "course_78b5772073262a6a36ea493d": { "review_count": 3, "quality": 5, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3 }, "course_e104fb600738e5af6d58c4dd": { "review_count": 5, "quality": 3.4, "difficulty": 3.8, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 3.54839187631234, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/JACK_PORTER" }, { "instructor_uid": "instructor_8236bac720769d85116d731d", "source": "enrollment", "source_instructor_id": "taber2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Chris Taber", "email": "CTABER@SSC.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/CHRIS_TABER" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 704", "course_uid": "course_9fae615fe1db13e19e61a961", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "XIAOXIA SHI" ], "a": 22, "ab": 18, "b": 20, "bc": 4, "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": 66, "source_aliases": [ "ECON 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 704", "course_uid": "course_9fae615fe1db13e19e61a961", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "STEVEN DURLAUF" ], "a": 50, "ab": 29, "b": 7, "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": 88, "source_aliases": [ "ECON 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 704", "course_uid": "course_9fae615fe1db13e19e61a961", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "STEVEN DURLAUF" ], "a": 57, "ab": 43, "b": 7, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 107, "source_aliases": [ "ECON 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 704", "course_uid": "course_9fae615fe1db13e19e61a961", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Jack Porter", "WILLIAM SANDHOLM" ], "a": 26, "ab": 31, "b": 26, "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": 84, "source_aliases": [ "ECON 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 704", "course_uid": "course_9fae615fe1db13e19e61a961", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "WILLIAM SANDHOLM", "XIAOXIA SHI" ], "a": 19, "ab": 18, "b": 49, "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": 87, "source_aliases": [ "ECON 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 704", "course_uid": "course_9fae615fe1db13e19e61a961", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "Jack Porter" ], "a": 11, "ab": 7, "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": 21, "source_aliases": [ "ECON 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 704", "course_uid": "course_9fae615fe1db13e19e61a961", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "WILLIAM SANDHOLM", "XIAOXIA SHI" ], "a": 37, "ab": 21, "b": 50, "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": 108, "source_aliases": [ "ECON 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 704", "course_uid": "course_9fae615fe1db13e19e61a961", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "Jack Porter" ], "a": 20, "ab": 23, "b": 9, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 54, "source_aliases": [ "ECON 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 704", "course_uid": "course_9fae615fe1db13e19e61a961", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "XIAOXIA SHI" ], "a": 21, "ab": 28, "b": 35, "bc": 1, "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": 87, "source_aliases": [ "ECON 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 704", "course_uid": "course_9fae615fe1db13e19e61a961", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Louphou Coulibaly", "XIAOXIA SHI" ], "a": 37, "ab": 19, "b": 37, "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": 94, "source_aliases": [ "ECON 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 704", "course_uid": "course_9fae615fe1db13e19e61a961", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Harold Chiang", "Jack Porter" ], "a": 11, "ab": 7, "b": 8, "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": 27, "source_aliases": [ "ECON 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 704", "course_uid": "course_9fae615fe1db13e19e61a961", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "SALVADOR NAVARRO-LOZANO", "XIAOXIA SHI" ], "a": 25, "ab": 28, "b": 42, "bc": 0, "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": 97, "source_aliases": [ "ECON 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 704", "course_uid": "course_9fae615fe1db13e19e61a961", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Jack Porter", "Kohei Yata" ], "a": 6, "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": 17, "source_aliases": [ "ECON 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 704", "course_uid": "course_9fae615fe1db13e19e61a961", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Louphou Coulibaly", "Mengxi Wan", "Seong Kyun Jung", "Siyu Huo", "XIAOXIA SHI" ], "a": 52, "ab": 29, "b": 48, "bc": 6, "c": 3, "d": 1, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 141, "source_aliases": [ "ECON 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 704", "course_uid": "course_9fae615fe1db13e19e61a961", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Kohei Yata", "Louphou Coulibaly" ], "a": 11, "ab": 9, "b": 3, "bc": 0, "c": 0, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 24, "source_aliases": [ "ECON 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 704", "course_uid": "course_9fae615fe1db13e19e61a961", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Jack Porter", "Kenneth West", "Yong Cai" ], "a": 42, "ab": 36, "b": 24, "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": 103, "source_aliases": [ "ECON 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 704", "course_uid": "course_9fae615fe1db13e19e61a961", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Louphou Coulibaly", "Yong Cai" ], "a": 4, "ab": 4, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 10, "source_aliases": [ "ECON 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 704", "course_uid": "course_9fae615fe1db13e19e61a961", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Jack Porter", "Kenneth West", "XIAOXIA SHI", "Yong Cai" ], "a": 22, "ab": 27, "b": 24, "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": 74, "source_aliases": [ "ECON 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 704", "course_uid": "course_9fae615fe1db13e19e61a961", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Louphou Coulibaly", "Yong Cai" ], "a": 3, "ab": 2, "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": 8, "source_aliases": [ "ECON 704" ] } ] ``` ### statistics #### gpa 3.501 #### graded 1289 #### counts * 476 * 387 * 400 * 15 * 8 * 1 * 2 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_9fae615fe1db13e19e61a961-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_9fae615fe1db13e19e61a961-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_9fae615fe1db13e19e61a961-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_9fae615fe1db13e19e61a961-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_9fae615fe1db13e19e61a961-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_9fae615fe1db13e19e61a961-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_9fae615fe1db13e19e61a961-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_9fae615fe1db13e19e61a961-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_9fae615fe1db13e19e61a961-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_9fae615fe1db13e19e61a961-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.501163692785105 #### count 1289 #### university ##### size 5176 ##### gpa Percentile 21 ##### count Percentile 91 ##### median Count 168 ##### 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 | 7 | false | | 2.8–3.2 | 280 | false | | 3.2–3.6 | 1300 | true | | 3.6–4.0 | 3588 | false | #### departments ```json [ { "subject": "ECON", "comparison": { "size": 119, "gpaPercentile": 45, "countPercentile": 89, "medianCount": 223, "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": 19, "current": false }, { "range": "3.2–3.6", "count": 46, "current": true }, { "range": "3.6–4.0", "count": 54, "current": false } ] } } ] ``` ### terms #### 1152 ##### term 1152 ##### gpa 3.409090909090909 ##### count 66 ##### university ###### size 918 ###### gpa Percentile 51 ###### count Percentile 50 ###### median Count 65 ###### 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 | 33 | false | | 2.8–3.2 | 227 | false | | 3.2–3.6 | 371 | true | | 3.6–4.0 | 286 | false | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 33, "gpaPercentile": 78, "countPercentile": 44, "medianCount": 69, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 15, "current": false }, { "range": "3.2–3.6", "count": 14, "current": true }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` #### 1162 ##### term 1162 ##### gpa 3.721590909090909 ##### count 88 ##### university ###### size 954 ###### gpa Percentile 75 ###### count Percentile 65 ###### median Count 64.5 ###### 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 | 2 | false | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 234 | false | | 3.2–3.6 | 350 | false | | 3.6–4.0 | 345 | true | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 32, "gpaPercentile": 90, "countPercentile": 52, "medianCount": 87, "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": 14, "current": false }, { "range": "3.2–3.6", "count": 13, "current": false }, { "range": "3.6–4.0", "count": 5, "current": true } ] } } ] ``` #### 1172 ##### term 1172 ##### gpa 3.7336448598130842 ##### count 107 ##### university ###### size 991 ###### gpa Percentile 72 ###### count Percentile 72 ###### 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 | 0 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 226 | false | | 3.2–3.6 | 353 | false | | 3.6–4.0 | 390 | true | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 34, "gpaPercentile": 94, "countPercentile": 64, "medianCount": 91.5, "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": 16, "current": false }, { "range": "3.2–3.6", "count": 11, "current": false }, { "range": "3.6–4.0", "count": 7, "current": true } ] } } ] ``` #### 1182 ##### term 1182 ##### gpa 3.488095238095238 ##### count 84 ##### university ###### size 1025 ###### gpa Percentile 48 ###### count Percentile 58 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 21 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 369 | true | | 3.6–4.0 | 418 | false | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 38, "gpaPercentile": 68, "countPercentile": 49, "medianCount": 84, "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": 1, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 17, "current": false }, { "range": "3.2–3.6", "count": 11, "current": true }, { "range": "3.6–4.0", "count": 9, "current": false } ] } } ] ``` #### 1192 ##### term 1192 ##### gpa 3.310344827586207 ##### count 87 ##### university ###### size 1077 ###### gpa Percentile 31 ###### count Percentile 62 ###### 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": 59, "countPercentile": 51, "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 } ] } } ] ``` #### 1194 ##### term 1194 ##### gpa 3.6904761904761907 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | ECON | | #### 1202 ##### term 1202 ##### gpa 3.439814814814815 ##### count 108 ##### university ###### size 1102 ###### gpa Percentile 40 ###### count Percentile 70 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 218 | false | | 3.2–3.6 | 371 | true | | 3.6–4.0 | 498 | false | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 38, "gpaPercentile": 70, "countPercentile": 59, "medianCount": 87.5, "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": 16, "current": false }, { "range": "3.2–3.6", "count": 16, "current": true }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` #### 1204 ##### term 1204 ##### gpa 3.605769230769231 ##### count 52 ##### university ###### size 1012 ###### gpa Percentile 34 ###### count Percentile 39 ###### 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": 63, "countPercentile": 25, "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 3.4058823529411764 ##### count 85 ##### university ###### size 1111 ###### gpa Percentile 27 ###### count Percentile 58 ###### 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 | true | | 3.6–4.0 | 611 | false | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 43, "gpaPercentile": 52, "countPercentile": 60, "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": true }, { "range": "3.6–4.0", "count": 12, "current": false } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 3.4893617021276597 ##### count 94 ##### university ###### size 1157 ###### gpa Percentile 37 ###### count Percentile 64 ###### 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 | 1 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 351 | true | | 3.6–4.0 | 614 | false | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 37, "gpaPercentile": 58, "countPercentile": 72, "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": 10, "current": false }, { "range": "3.2–3.6", "count": 17, "current": true }, { "range": "3.6–4.0", "count": 10, "current": false } ] } } ] ``` #### 1224 ##### term 1224 ##### gpa 3.5 ##### count 27 ##### departments | subject | comparison | | ------- | ---------- | | ECON | | #### 1232 ##### term 1232 ##### gpa 3.4105263157894736 ##### count 95 ##### university ###### size 1216 ###### gpa Percentile 29 ###### count Percentile 65 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 356 | true | | 3.6–4.0 | 670 | false | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 38, "gpaPercentile": 57, "countPercentile": 70, "medianCount": 68.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 15, "current": false }, { "range": "3.2–3.6", "count": 14, "current": true }, { "range": "3.6–4.0", "count": 9, "current": false } ] } } ] ``` #### 1234 ##### term 1234 ##### gpa 3.588235294117647 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | ECON | | #### 1242 ##### term 1242 ##### gpa 3.3964285714285714 ##### count 140 ##### university ###### size 1295 ###### gpa Percentile 26 ###### count Percentile 79 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 162 | false | | 3.2–3.6 | 394 | true | | 3.6–4.0 | 726 | false | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 44, "gpaPercentile": 49, "countPercentile": 79, "medianCount": 70, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 13, "current": false }, { "range": "3.2–3.6", "count": 19, "current": true }, { "range": "3.6–4.0", "count": 11, "current": false } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.5208333333333335 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | ECON | | #### 1252 ##### term 1252 ##### gpa 3.5728155339805827 ##### count 103 ##### university ###### size 1333 ###### gpa Percentile 39 ###### count Percentile 68 ###### 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 | true | | 3.6–4.0 | 773 | false | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 46, "gpaPercentile": 71, "countPercentile": 76, "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": true }, { "range": "3.6–4.0", "count": 12, "current": false } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.6 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | ECON | | #### 1262 ##### term 1262 ##### gpa 3.4863013698630136 ##### count 73 ##### university ###### size 1320 ###### gpa Percentile 28 ###### count Percentile 51 ###### 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 | true | | 3.6–4.0 | 797 | false | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 40, "gpaPercentile": 51, "countPercentile": 54, "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": true }, { "range": "3.6–4.0", "count": 10, "current": false } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.5 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | ECON | | ### benchmarks #### all ##### school ###### size 5176 ###### gpa 3.6958052853248597 ###### top Share 84.06183726570515 ###### count 168 ##### ECON ###### size 119 ###### gpa 3.565734680750848 ###### top Share 74.99900435198799 ###### count 223 #### terms ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ###### ECON ###### size 33 ###### gpa 3.2344670418039208 ###### top Share 52.7649642628622 ###### count 69 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ###### ECON ###### size 32 ###### gpa 3.257120549725447 ###### top Share 55.77705566035788 ###### count 87 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ###### ECON ###### size 34 ###### gpa 3.283515605218873 ###### top Share 56.18377536261731 ###### count 91.5 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ###### ECON ###### size 38 ###### gpa 3.2679970257738016 ###### top Share 56.1000441582342 ###### count 84 ##### 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 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ###### ECON ###### size 33 ###### gpa 3.2532291931353967 ###### top Share 55.37138838007602 ###### count 91 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ###### ECON ###### size 38 ###### gpa 3.3091483887175275 ###### top Share 57.52333435644998 ###### count 87.5 ##### 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 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### ECON ###### size 37 ###### gpa 3.4063875168428908 ###### top Share 64.51912969847739 ###### count 79 ##### 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 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### ECON ###### size 38 ###### gpa 3.3360474441634977 ###### top Share 61.683172425833845 ###### count 68.5 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### ECON ###### size 36 ###### gpa 3.338494521920077 ###### top Share 61.825472132927935 ###### count 70.5 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### ECON ###### size 44 ###### gpa 3.382488776849895 ###### top Share 64.71357517027587 ###### count 70 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### ECON ###### size 36 ###### gpa 3.386885708485864 ###### top Share 63.919049551615416 ###### count 85.5 ##### 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 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### ECON ###### size 39 ###### gpa 3.4082741335226703 ###### top Share 66.64551412266185 ###### count 73 ##### 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 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### ECON ###### size 37 ###### gpa 3.41582518818968 ###### top Share 66.18686699083136 ###### count 53 ## instructor Trends ```json [ { "uid": "instructor_99ae0cffe810678dcb712206", "name": "XIAOXIA SHI", "count": 643, "terms": [ { "term": "1152", "count": 66, "sections": 1, "gpa": 3.409090909090909 }, { "term": "1192", "count": 87, "sections": 1, "gpa": 3.310344827586207 }, { "term": "1202", "count": 108, "sections": 1, "gpa": 3.439814814814815 }, { "term": "1212", "count": 85, "sections": 1, "gpa": 3.4058823529411764 }, { "term": "1222", "count": 80, "sections": 1, "gpa": 3.45625 }, { "term": "1232", "count": 71, "sections": 1, "gpa": 3.408450704225352 }, { "term": "1242", "count": 91, "sections": 2, "gpa": 3.434065934065934 }, { "term": "1262", "count": 55, "sections": 1, "gpa": 3.4454545454545453 } ] }, { "uid": "instructor_eb955630f83768cd1e516946", "name": "JACK PORTER", "count": 329, "terms": [ { "term": "1182", "count": 84, "sections": 1, "gpa": 3.488095238095238 }, { "term": "1194", "count": 21, "sections": 1, "gpa": 3.6904761904761907 }, { "term": "1204", "count": 52, "sections": 1, "gpa": 3.605769230769231 }, { "term": "1224", "count": 27, "sections": 1, "gpa": 3.5 }, { "term": "1234", "count": 17, "sections": 1, "gpa": 3.588235294117647 }, { "term": "1252", "count": 73, "sections": 1, "gpa": 3.541095890410959 }, { "term": "1262", "count": 55, "sections": 1, "gpa": 3.4454545454545453 } ] }, { "uid": "instructor_a6021b8ba5ca13b388ab7897", "name": "WILLIAM SANDHOLM", "count": 279, "terms": [ { "term": "1182", "count": 84, "sections": 1, "gpa": 3.488095238095238 }, { "term": "1192", "count": 87, "sections": 1, "gpa": 3.310344827586207 }, { "term": "1202", "count": 108, "sections": 1, "gpa": 3.439814814814815 } ] }, { "uid": "instructor_cff990eba15659dfee8e0731", "name": "STEVEN DURLAUF", "count": 195, "terms": [ { "term": "1162", "count": 88, "sections": 1, "gpa": 3.721590909090909 }, { "term": "1172", "count": 107, "sections": 1, "gpa": 3.7336448598130842 } ] }, { "uid": "instructor_6aecf641822eb34092bbe98a", "name": "LOUPHOU COULIBALY", "count": 105, "terms": [ { "term": "1222", "count": 14, "sections": 2, "gpa": 3.6785714285714284 }, { "term": "1242", "count": 49, "sections": 1, "gpa": 3.326530612244898 }, { "term": "1244", "count": 24, "sections": 1, "gpa": 3.5208333333333335 }, { "term": "1254", "count": 10, "sections": 1, "gpa": 3.6 }, { "term": "1264", "count": 8, "sections": 1, "gpa": 3.5 } ] }, { "uid": "instructor_2cf24c74d49645e8ddb09441", "name": "SOOJEONG JUNG", "count": 91, "terms": [ { "term": "1242", "count": 91, "sections": 2, "gpa": 3.434065934065934 } ] }, { "uid": "instructor_ebce879d237654a37053b30a", "name": "SIYU HUO", "count": 91, "terms": [ { "term": "1242", "count": 91, "sections": 2, "gpa": 3.434065934065934 } ] }, { "uid": "instructor_58b2122ce77c06c42284d44f", "name": "YONG CAI", "count": 66, "terms": [ { "term": "1252", "count": 30, "sections": 1, "gpa": 3.65 }, { "term": "1254", "count": 10, "sections": 1, "gpa": 3.6 }, { "term": "1262", "count": 18, "sections": 1, "gpa": 3.611111111111111 }, { "term": "1264", "count": 8, "sections": 1, "gpa": 3.5 } ] }, { "uid": "instructor_48bbe0bda6accb9bc9a6a72d", "name": "MENGXI WAN", "count": 49, "terms": [ { "term": "1242", "count": 49, "sections": 1, "gpa": 3.326530612244898 } ] }, { "uid": "instructor_24d7adf03f12571002ca5400", "name": "KENNETH WEST", "count": 48, "terms": [ { "term": "1252", "count": 30, "sections": 1, "gpa": 3.65 }, { "term": "1262", "count": 18, "sections": 1, "gpa": 3.611111111111111 } ] }, { "uid": "instructor_20a7f2a16d282afa8f5ec3b5", "name": "KOHEI YATA", "count": 41, "terms": [ { "term": "1234", "count": 17, "sections": 1, "gpa": 3.588235294117647 }, { "term": "1244", "count": 24, "sections": 1, "gpa": 3.5208333333333335 } ] }, { "uid": "instructor_2da984110274a1696a9dd46c", "name": "HAROLD CHIANG", "count": 27, "terms": [ { "term": "1224", "count": 27, "sections": 1, "gpa": 3.5 } ] }, { "uid": "instructor_f201290ae9c0bec13fc699a4", "name": "SALVADOR NAVARRO-LOZANO", "count": 24, "terms": [ { "term": "1232", "count": 24, "sections": 1, "gpa": 3.4166666666666665 } ] } ] ``` ## following | code | title | | ------------ | --------------------------------------------- | | AAE 722 | MACHINE LEARNING IN APPLIED ECONOMIC ANALYSIS | | ECON 705 | ECONOMETRICS II | | ECON 707 | CAUSAL ESTIMATION IN ECONOMICS | | ECON 724 | FINANCIAL ECONOMETRICS | | MARKETNG 779 | BAYESIAN MACHINE LEARNING FOR MARKETING | ## projection ### target 1272 ### interval #### lower 3.19 #### upper 3.76 #### coverage 80 #### terms 8 ### gpa 3.4786114081501265 ### grades | grade | percentage | | ----- | ------------------- | | A | 34.54486301110039 | | AB | 30.216053226888757 | | B | 33.38252285692139 | | BC | 0.9455621798275247 | | C | 0.639019395690976 | | D | 0.13598966478547628 | | F | 0.13598966478547628 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 505 ### same Season true ### historical Range * 3.3964285714285714 * 3.5728155339805827 ### backtest #### terms 8 #### gpa Error 0.08702582633038236 #### mix Error 15.365699655553335