# ECON 700: Mathematics for Economists | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ECON_700) ## 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 f741a5f5347c94bb2c2d742d82eb74a048e3b03a7c945c9f41c72675991139e9 ### course id ECON 700 ### course uid course\_10ec8d2be1b1642752c20ec2 ### catalog version id 43e8fd7369a44c64114ffb032e40c06eccd24f7b137a68f5e5690e031836ff57 ### course number 700 ### subjects * ECON ### title MATHEMATICS FOR ECONOMISTS ### description Mathematical techniques used in economics analysis at a Master level. Topics include: proof techniques, optimization, introductory topology, functional analysis, linear algebra for microeconomists and differential equations. 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 * 1272:296:024079 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 6f49f3f4acbdad7aae68176c839dbd4999770416881b603cdfdca6866840b0e4 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary ECON 700 teaches mathematical techniques for Master-level economics analysis, including proof, optimization, topology, and functional analysis. ### llm topics * Proof techniques * Optimization * Introductory topology * Functional analysis * Linear algebra for microeconomists * Differential equations ### llm skills * Mathematical techniques for economic analysis * Proof techniques, optimization, topology, functional analysis, linear algebra, differential equations ### llm assumed background * Three semesters of calculus and linear algebra * Multivariable calculus and matrix/linear algebra fundamentals ### llm search phrases * mathematical economics graduate * optimization topology functional analysis * calculus linear algebra economics ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 15fdeaaa63674c328e95e169498b66ea56c4adb3fccfba3ba9b2825dcc03cef3 #### course id ECON 700 #### current instructors ```json [ { "instructor_uid": "instructor_6d8ed43593a4bb5cb78abdf1", "message": null, "name": "David Hansen", "review_status": "supported", "rmp_instructor_id": "rmp:1904025", "summary": [ { "citations": [ { "instructor_name": "David Hansen", "review_date": "2019-10-01 19:29:38 +0000 UTC", "review_id": "dbb833b04acbbf78cf0ca61a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1904025", "source_review_id": "UmF0aW5nLTMyMjU2NzE2", "source_url": "https://www.ratemyprofessors.com/professor/1904025", "type": "review" } ], "text": "David Hansen is described as simply difficult with a low quality rating. This single review suggests a challenging experience for students taking his course." }, { "citations": [ { "course_id": "ECON 700", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "source_record": { "entity_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECON 700", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "source_record": { "entity_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECON 700", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "source_record": { "entity_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ECON 700", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "source_record": { "entity_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2023: 3.60 GPA, 78.7% A/AB (n=89 letter grades); Fall 2024: 3.64 GPA, 82.7% A/AB (n=75 letter grades); Fall 2025: 3.60 GPA, 76.1% A/AB (n=46 letter grades). Includes jointly taught sections." } ] } ] ``` #### difficulty workload The course is rated as very difficult by the reviewer. ```json { "citations": [ { "instructor_name": "David Hansen", "review_date": "2019-10-01 19:29:38 +0000 UTC", "review_id": "dbb833b04acbbf78cf0ca61a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1904025", "source_review_id": "UmF0aW5nLTMyMjU2NzE2", "source_url": "https://www.ratemyprofessors.com/professor/1904025", "type": "review" } ] } ``` #### errors None recorded. #### historical context None recorded. #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take David Hansen's ECON 700 is described as simply difficult, with a low quality rating. ```json { "citations": [ { "instructor_name": "David Hansen", "review_date": "2019-10-01 19:29:38 +0000 UTC", "review_id": "dbb833b04acbbf78cf0ca61a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1904025", "source_review_id": "UmF0aW5nLTMyMjU2NzE2", "source_url": "https://www.ratemyprofessors.com/professor/1904025", "type": "review" } ] } ``` Recent recorded grades — Fall 2023: 3.60 GPA, 78.7% A/AB (n=89 letter grades); Fall 2024: 3.64 GPA, 82.7% A/AB (n=75 letter grades); Fall 2025: 3.60 GPA, 76.1% A/AB (n=46 letter grades). ```json { "citations": [ { "course_id": "ECON 700", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECON 700", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ECON 700", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience The overall experience is negative, indicated by a low quality score. ```json { "citations": [ { "instructor_name": "David Hansen", "review_date": "2019-10-01 19:29:38 +0000 UTC", "review_id": "dbb833b04acbbf78cf0ca61a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1904025", "source_review_id": "UmF0aW5nLTMyMjU2NzE2", "source_url": "https://www.ratemyprofessors.com/professor/1904025", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history DAVID HANSEN is recorded teaching in Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECON 700", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "source_record": { "entity_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "ECON 700", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "source_record": { "entity_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "ECON 700", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "source_record": { "entity_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "ECON 700", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "source_record": { "entity_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "ECON 700", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "source_record": { "entity_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "ECON 700", 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"source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "ECON 700", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "source_record": { "entity_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "ECON 700", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "source_record": { "entity_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "ECON 700", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "source_record": { "entity_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECON 700", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "source_record": { "entity_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECON 700", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "source_record": { "entity_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ECON 700", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "source_record": { "entity_id": "ab6f4db5-4750-38da-b9c1-2b93f69aec7a", "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_6d8ed43593a4bb5cb78abdf1", "source": "enrollment", "source_instructor_id": "drhansen3", "identity_basis": "netid", "identity_status": "source_identified", "name": "David Hansen", "email": "DRHANSEN3@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": 73, "quality": 2.78, "difficulty": 4.27, "quality_count": 73, "difficulty_count": 73, "profile_id": "rmp:1904025", "source_url": "https://www.ratemyprofessors.com/professor/1904025", "match_basis": "exact_name", "observed_at": "2026-09-07 16:45:03.564653+00:00", "courses": { "course_e104fb600738e5af6d58c4dd": { "review_count": 54, "quality": 2.69, "difficulty": 4.28, "quality_count": 54, "difficulty_count": 54 }, "course_c1d62f93b6bc2a4cab189b27": { "review_count": 4, "quality": 3, "difficulty": 4.25, "quality_count": 4, "difficulty_count": 4 }, "course_5f0d7265bac8703e26c7163e": { "review_count": 1, "quality": 3, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_bbffbd8eaca63432913620af": { "review_count": 11, "quality": 3.36, "difficulty": 4.36, "quality_count": 11, "difficulty_count": 11 }, "course_10ec8d2be1b1642752c20ec2": { "review_count": 1, "quality": 1, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 2.9691797383971172, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/DAVID_HANSEN" }, { "instructor_uid": "instructor_2f0a40774f42a5546664f146", "source": "enrollment", "source_instructor_id": "txie64", "identity_basis": "netid", "identity_status": "source_identified", "name": "Tianyi Xie", "email": "TIANYI.XIE@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/TIANYI_XIE" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:296:024079", "course_id": "ECON 700", "course_uid": "course_10ec8d2be1b1642752c20ec2", "term_id": "1272", "source_course_id": "024079", "source_subject_id": "296", "title": "Mathematics for Economists", "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:1272:16329", "term_id": "1272", "source_section_id": "16329", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 30, "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:1272:16331", "term_id": "1272", "source_section_id": "16331", "identity_basis": "class_number", "section_number": "303", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 30, "enrolled": 22, "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_021894acc2d4cbed9b9e1ed2", "source": "madgrades", "source_instructor_id": "5298438", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DAVID 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": 73, "quality": 2.78, "difficulty": 4.27, "quality_count": 73, "difficulty_count": 73, "profile_id": "rmp:1904025", "source_url": "https://www.ratemyprofessors.com/professor/1904025", "match_basis": "exact_name", "observed_at": "2026-09-07 16:45:03.564653+00:00", "courses": { "course_e104fb600738e5af6d58c4dd": { "review_count": 54, "quality": 2.69, "difficulty": 4.28, "quality_count": 54, "difficulty_count": 54 }, "course_c1d62f93b6bc2a4cab189b27": { "review_count": 4, "quality": 3, "difficulty": 4.25, "quality_count": 4, "difficulty_count": 4 }, "course_5f0d7265bac8703e26c7163e": { "review_count": 1, "quality": 3, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_bbffbd8eaca63432913620af": { "review_count": 11, "quality": 3.36, "difficulty": 4.36, "quality_count": 11, "difficulty_count": 11 }, "course_10ec8d2be1b1642752c20ec2": { "review_count": 1, "quality": 1, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 2.9691797383971172, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.261, "graded": 4378, "counts": [ 1361, 976, 1165, 510, 301, 45, 20 ], "sections": 61 }, "instructor_url": "/instructors/DAVID_HANSEN--instructor_021894acc2d4cbed9b9e1ed2" }, { "instructor_uid": "instructor_1ef6376c8c22ecb29237b46e", "source": "madgrades", "source_instructor_id": "6207045", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JIEMIN XU", "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": 3.212, "graded": 386, "counts": [ 109, 86, 107, 50, 25, 7, 2 ], "sections": 3 }, "instructor_url": "/instructors/JIEMIN_XU--instructor_1ef6376c8c22ecb29237b46e" }, { "instructor_uid": "instructor_9098ad63e2e4973c343571ce", "source": "madgrades", "source_instructor_id": "5855250", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TSZ FUNG NGAI", "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": 3.601, "graded": 89, "counts": [ 37, 33, 19, 0, 0, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/TSZ_FUNG_NGAI" }, { "instructor_uid": "instructor_2f0a40774f42a5546664f146", "source": "enrollment", "source_instructor_id": "txie64", "identity_basis": "netid", "identity_status": "source_identified", "name": "Tianyi Xie", "email": "TIANYI.XIE@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/TIANYI_XIE" }, { "instructor_uid": "instructor_6d8ed43593a4bb5cb78abdf1", "source": "enrollment", "source_instructor_id": "drhansen3", "identity_basis": "netid", "identity_status": "source_identified", "name": "David Hansen", "email": "DRHANSEN3@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": 73, "quality": 2.78, "difficulty": 4.27, "quality_count": 73, "difficulty_count": 73, "profile_id": "rmp:1904025", "source_url": "https://www.ratemyprofessors.com/professor/1904025", "match_basis": "exact_name", "observed_at": "2026-09-07 16:45:03.564653+00:00", "courses": { "course_e104fb600738e5af6d58c4dd": { "review_count": 54, "quality": 2.69, "difficulty": 4.28, "quality_count": 54, "difficulty_count": 54 }, "course_c1d62f93b6bc2a4cab189b27": { "review_count": 4, "quality": 3, "difficulty": 4.25, "quality_count": 4, "difficulty_count": 4 }, "course_5f0d7265bac8703e26c7163e": { "review_count": 1, "quality": 3, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_bbffbd8eaca63432913620af": { "review_count": 11, "quality": 3.36, "difficulty": 4.36, "quality_count": 11, "difficulty_count": 11 }, "course_10ec8d2be1b1642752c20ec2": { "review_count": 1, "quality": 1, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 2.9691797383971172, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/DAVID_HANSEN" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 700", "course_uid": "course_10ec8d2be1b1642752c20ec2", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "David Hansen" ], "a": 25, "ab": 9, "b": 17, "bc": 14, "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": 65, "source_aliases": [ "ECON 700" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 700", "course_uid": "course_10ec8d2be1b1642752c20ec2", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "David Hansen" ], "a": 28, "ab": 29, "b": 25, "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": 86, "source_aliases": [ "ECON 700" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 700", "course_uid": "course_10ec8d2be1b1642752c20ec2", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "David Hansen" ], "a": 59, "ab": 26, "b": 17, "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": 103, "source_aliases": [ "ECON 700" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 700", "course_uid": "course_10ec8d2be1b1642752c20ec2", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "David Hansen" ], "a": 43, "ab": 21, "b": 19, "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": 84, "source_aliases": [ "ECON 700" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 700", "course_uid": "course_10ec8d2be1b1642752c20ec2", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "David Hansen" ], "a": 43, "ab": 21, "b": 23, "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": 88, "source_aliases": [ "ECON 700" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 700", "course_uid": "course_10ec8d2be1b1642752c20ec2", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "David Hansen" ], "a": 55, "ab": 27, "b": 26, "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 700" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 700", "course_uid": "course_10ec8d2be1b1642752c20ec2", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "David Hansen" ], "a": 63, "ab": 15, "b": 4, "bc": 3, "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": 85, "source_aliases": [ "ECON 700" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 700", "course_uid": "course_10ec8d2be1b1642752c20ec2", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "David Hansen" ], "a": 40, "ab": 33, "b": 15, "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": 89, "source_aliases": [ "ECON 700" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 700", "course_uid": "course_10ec8d2be1b1642752c20ec2", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "David Hansen" ], "a": 33, "ab": 25, "b": 15, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 2, "not_reported": 0, "other": 0, "total": 75, "source_aliases": [ "ECON 700" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 700", "course_uid": "course_10ec8d2be1b1642752c20ec2", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "David Hansen", "JIEMIN XU", "TSZ FUNG NGAI" ], "a": 37, "ab": 33, "b": 19, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 2, "not_reported": 0, "other": 0, "total": 92, "source_aliases": [ "ECON 700" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 700", "course_uid": "course_10ec8d2be1b1642752c20ec2", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "David Hansen" ], "a": 35, "ab": 27, "b": 12, "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": 75, "source_aliases": [ "ECON 700" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 700", "course_uid": "course_10ec8d2be1b1642752c20ec2", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "David Hansen" ], "a": 20, "ab": 15, "b": 11, "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": 47, "source_aliases": [ "ECON 700" ] } ] ``` ### statistics #### gpa 3.613 #### graded 989 #### counts * 481 * 281 * 203 * 21 * 2 * 0 * 1 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_10ec8d2be1b1642752c20ec2-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_10ec8d2be1b1642752c20ec2-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_10ec8d2be1b1642752c20ec2-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_10ec8d2be1b1642752c20ec2-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_10ec8d2be1b1642752c20ec2-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_10ec8d2be1b1642752c20ec2-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_10ec8d2be1b1642752c20ec2-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_10ec8d2be1b1642752c20ec2-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_10ec8d2be1b1642752c20ec2-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_10ec8d2be1b1642752c20ec2-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.6127401415571283 #### count 989 #### university ##### size 3700 ##### gpa Percentile 36 ##### count Percentile 89 ##### median Count 164 ##### 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 | 267 | false | | 3.2–3.6 | 993 | false | | 3.6–4.0 | 2434 | true | #### departments ```json [ { "subject": "ECON", "comparison": { "size": 88, "gpaPercentile": 63, "countPercentile": 84, "medianCount": 242.5, "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": 21, "current": false }, { "range": "3.2–3.6", "count": 33, "current": false }, { "range": "3.6–4.0", "count": 34, "current": true } ] } } ] ``` ### terms #### 1152 ##### term 1152 ##### gpa 3.3461538461538463 ##### count 65 ##### university ###### size 918 ###### gpa Percentile 44 ###### count Percentile 49 ###### 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": 69, "countPercentile": 38, "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 3.4593023255813953 ##### count 86 ##### university ###### size 954 ###### gpa Percentile 51 ###### count Percentile 63 ###### 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 | true | | 3.6–4.0 | 345 | false | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 32, "gpaPercentile": 74, "countPercentile": 45, "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": true }, { "range": "3.6–4.0", "count": 5, "current": false } ] } } ] ``` #### 1172 ##### term 1172 ##### gpa 3.7058823529411766 ##### count 102 ##### university ###### size 991 ###### gpa Percentile 70 ###### count Percentile 71 ###### 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": 91, "countPercentile": 58, "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 3.6011904761904763 ##### count 84 ##### university ###### size 1025 ###### gpa Percentile 59 ###### 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 | false | | 3.6–4.0 | 418 | true | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 38, "gpaPercentile": 78, "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": false }, { "range": "3.6–4.0", "count": 9, "current": true } ] } } ] ``` #### 1192 ##### term 1192 ##### gpa 3.6149425287356323 ##### count 87 ##### university ###### size 1077 ###### gpa Percentile 57 ###### 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 | false | | 3.6–4.0 | 481 | true | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 38, "gpaPercentile": 89, "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": false }, { "range": "3.6–4.0", "count": 5, "current": true } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 3.634259259259259 ##### count 108 ##### university ###### size 1102 ###### gpa Percentile 58 ###### 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 | false | | 3.6–4.0 | 498 | true | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 38, "gpaPercentile": 86, "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": false }, { "range": "3.6–4.0", "count": 6, "current": true } ] } } ] ``` #### 1212 ##### term 1212 ##### gpa 3.8117647058823527 ##### count 85 ##### university ###### size 1111 ###### gpa Percentile 70 ###### 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 | false | | 3.6–4.0 | 611 | true | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 43, "gpaPercentile": 93, "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": false }, { "range": "3.6–4.0", "count": 12, "current": true } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 3.6292134831460676 ##### count 89 ##### university ###### size 1157 ###### gpa Percentile 49 ###### count Percentile 61 ###### 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 | false | | 3.6–4.0 | 614 | true | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 37, "gpaPercentile": 78, "countPercentile": 64, "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": false }, { "range": "3.6–4.0", "count": 10, "current": true } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 3.6232876712328768 ##### count 73 ##### university ###### size 1216 ###### gpa Percentile 48 ###### count Percentile 53 ###### 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 | false | | 3.6–4.0 | 670 | true | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 38, "gpaPercentile": 78, "countPercentile": 57, "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": false }, { "range": "3.6–4.0", "count": 9, "current": true } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 3.601123595505618 ##### count 89 ##### university ###### size 1295 ###### gpa Percentile 44 ###### 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 | 2 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 162 | false | | 3.2–3.6 | 394 | false | | 3.6–4.0 | 726 | true | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 44, "gpaPercentile": 77, "countPercentile": 70, "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": false }, { "range": "3.6–4.0", "count": 11, "current": true } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.64 ##### count 75 ##### university ###### size 1333 ###### gpa Percentile 46 ###### count Percentile 53 ###### 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": 80, "countPercentile": 56, "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 3.597826086956522 ##### count 46 ##### university ###### size 1320 ###### gpa Percentile 39 ###### count Percentile 28 ###### 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": 74, "countPercentile": 23, "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 } ] } } ] ``` ### benchmarks #### all ##### school ###### size 3700 ###### gpa 3.6715120488653152 ###### top Share 82.65789620787378 ###### count 164 ##### ECON ###### size 88 ###### gpa 3.48796938277607 ###### top Share 70.32846315576562 ###### count 242.5 #### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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_021894acc2d4cbed9b9e1ed2", "name": "DAVID HANSEN", "count": 989, "terms": [ { "term": "1152", "count": 65, "sections": 1, "gpa": 3.3461538461538463 }, { "term": "1162", "count": 86, "sections": 1, "gpa": 3.4593023255813953 }, { "term": "1172", "count": 102, "sections": 1, "gpa": 3.7058823529411766 }, { "term": "1182", "count": 84, "sections": 1, "gpa": 3.6011904761904763 }, { "term": "1192", "count": 87, "sections": 1, "gpa": 3.6149425287356323 }, { "term": "1202", "count": 108, "sections": 1, "gpa": 3.634259259259259 }, { "term": "1212", "count": 85, "sections": 1, "gpa": 3.8117647058823527 }, { "term": "1222", "count": 89, "sections": 2, "gpa": 3.6292134831460676 }, { "term": "1232", "count": 73, "sections": 1, "gpa": 3.6232876712328768 }, { "term": "1242", "count": 89, "sections": 2, "gpa": 3.601123595505618 }, { "term": "1252", "count": 75, "sections": 1, "gpa": 3.64 }, { "term": "1262", "count": 46, "sections": 1, "gpa": 3.597826086956522 } ] }, { "uid": "instructor_1ef6376c8c22ecb29237b46e", "name": "JIEMIN XU", "count": 89, "terms": [ { "term": "1242", "count": 89, "sections": 2, "gpa": 3.601123595505618 } ] }, { "uid": "instructor_9098ad63e2e4973c343571ce", "name": "TSZ FUNG NGAI", "count": 89, "terms": [ { "term": "1242", "count": 89, "sections": 2, "gpa": 3.601123595505618 } ] } ] ``` ## following None recorded. ## projection ### target 1272 ### interval #### lower 3.41 #### upper 3.82 #### coverage 80 #### terms 8 ### gpa 3.616192979071864 ### grades | grade | percentage | | ----- | ------------------- | | A | 44.31595966784545 | | AB | 35.06089214555721 | | B | 20.168932519722098 | | BC | 0.45421566687523507 | | C | 0 | | D | 0 | | F | 0 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 372 ### same Season true ### historical Range * 3.5978260869565215 * 3.64 ### backtest #### terms 8 #### gpa Error 0.06756555029173272 #### mix Error 10.712382934346913