# ECON 703: Mathematical Economics I | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ECON_703) ## 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 a56c36ec233d0be26980041f930fbbd75bd02f47a3a1b4192405073cf050deaf ### course id ECON 703 ### course uid course\_d0e6cf6b4c558dcbc7be6613 ### catalog version id ecf7f616d8bf2bdd1b090c87fd16848bd4cdc1a8b0711c00cc5bc35df917efe8 ### course number 703 ### subjects * ECON ### title MATHEMATICAL ECONOMICS I ### description A survey of mathematical techniques used in economic analysis. Linear algebra and optimization techniques are emphasized. ### requirements text Graduate/professional standing ### credits min 3 ### credits max 4 ### credit offering ids * 1272:296:005722 ### llm job id enrich-03fec27af95860a0bfdd385b ### llm output id ebd3227d045f429d1753c78aed11c5e44c53a4b5c2148a3129396e61b2d7172f ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary ECON 703 surveys mathematical techniques for economic analysis, emphasizing linear algebra and optimization. ### llm topics * Mathematical techniques in economic analysis * Linear algebra * Optimization techniques ### llm skills * Applying linear algebra and optimization techniques in economic analysis ### llm assumed background None recorded. ### llm search phrases * mathematical economics * linear algebra economics * optimization economic analysis * graduate mathematical methods ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash b4edaf1e28d538756efe9e7a6ec258b6933ad9fa6e4b4e1d7fa460aaf211899a #### course id ECON 703 #### current instructors ```json [ { "instructor_uid": "instructor_6cc81efed20fdd18431b7a0c", "message": "No course-specific reviews available", "name": "John Kennan", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:579363", "summary": [ { "citations": [ { "course_id": "ECON 703", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "source_record": { "entity_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "ECON 703", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "source_record": { "entity_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECON 703", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "source_record": { "entity_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2019: 3.82 GPA, 85.7% A/AB (n=28 letter grades); Fall 2023: 3.74 GPA, 84.8% A/AB (n=33 letter grades); Fall 2025: 3.94 GPA, 100.0% A/AB (n=25 letter grades). Includes jointly taught sections." } ] } ] ``` #### difficulty workload Historical reviews of Raymond Deneckere: The course is rated as difficult, with a rating of 4, and requires careful attention to lectures to gain significant value. ```json { "citations": [ { "instructor_name": "Raymond Deneckere", "review_date": "2011-08-29 03:09:29 +0000 UTC", "review_id": "09a47d8a82e4797fae373823", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1053939", "source_review_id": "UmF0aW5nLTE4OTYwOTYz", "source_url": "https://www.ratemyprofessors.com/professor/1053939", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical review of Raymond Deneckere describes him as brilliant and engaging for Mathematics in Economics, noting that careful attention yields significant learning. ```json { "citations": [ { "instructor_name": "Raymond Deneckere", "review_date": "2011-08-29 03:09:29 +0000 UTC", "review_id": "09a47d8a82e4797fae373823", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1053939", "source_review_id": "UmF0aW5nLTE4OTYwOTYz", "source_url": "https://www.ratemyprofessors.com/professor/1053939", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews for Raymond Deneckere describe him as brilliant and engaging, making Mathematics in Economics interesting for those who follow carefully. ```json { "citations": [ { "instructor_name": "Raymond Deneckere", "review_date": "2011-08-29 03:09:29 +0000 UTC", "review_id": "09a47d8a82e4797fae373823", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1053939", "source_review_id": "UmF0aW5nLTE4OTYwOTYz", "source_url": "https://www.ratemyprofessors.com/professor/1053939", "type": "review" } ] } ``` Recent recorded grades — Fall 2023: 3.74 GPA, 84.8% A/AB (n=33 letter grades); Fall 2024: 3.73 GPA, 93.8% A/AB (n=32 letter grades); Fall 2025: 3.94 GPA, 100.0% A/AB (n=25 letter grades). ```json { "citations": [ { "course_id": "ECON 703", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECON 703", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ECON 703", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience Historical reviews of Raymond Deneckere: Students who follow the instruction carefully report getting a lot out of the class, indicating a rewarding experience despite the difficulty. ```json { "citations": [ { "instructor_name": "Raymond Deneckere", "review_date": "2011-08-29 03:09:29 +0000 UTC", "review_id": "09a47d8a82e4797fae373823", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1053939", "source_review_id": "UmF0aW5nLTE4OTYwOTYz", "source_url": "https://www.ratemyprofessors.com/professor/1053939", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history JOHN KENNAN is recorded teaching in Fall 2018, Fall 2019, Fall 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECON 703", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "source_record": { "entity_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "ECON 703", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "source_record": { "entity_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "ECON 703", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "source_record": { "entity_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECON 703", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "source_record": { "entity_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` RAYMOND DENECKERE is recorded teaching in Fall 2006, Fall 2007, Fall 2008, Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2022, Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECON 703", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "source_record": { "entity_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1072", "type": "grade" }, { "course_id": "ECON 703", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "source_record": { "entity_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1082", "type": "grade" }, { "course_id": "ECON 703", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "source_record": { "entity_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1092", "type": "grade" }, { "course_id": "ECON 703", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "source_record": { "entity_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "ECON 703", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "source_record": { "entity_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "ECON 703", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "source_record": { "entity_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "ECON 703", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "source_record": { "entity_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "ECON 703", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "source_record": { "entity_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "ECON 703", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "source_record": { "entity_id": "0a020520-bf69-3a8f-8759-ad36ff0c89a4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "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_6cc81efed20fdd18431b7a0c", "source": "enrollment", "source_instructor_id": "jfkennan", "identity_basis": "netid", "identity_status": "source_identified", "name": "John Kennan", "email": "JKENNAN@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": 8, "quality": 3.12, "difficulty": 4.12, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:579363", "source_url": "https://www.ratemyprofessors.com/professor/579363", "match_basis": "exact_name", "observed_at": "2026-09-07 16:31:24.829828+00:00", "courses": { "course_f3e0c6c26013f3c2a4376321": { "review_count": 2, "quality": 5, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 }, "course_58c6777bcc200d28ee8b067d": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_f8287db34795266858335482": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_91a1df85c82e29635060a630": { "review_count": 3, "quality": 1.33, "difficulty": 5, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.5054898453904255, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/JOHN_KENNAN" }, { "instructor_uid": "instructor_e00f0581cb522c0fde48c5eb", "source": "enrollment", "source_instructor_id": "mxie65", "identity_basis": "netid", "identity_status": "source_identified", "name": "Mingxin Xie", "email": "MXIE65@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/MINGXIN_XIE" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:296:005722", "course_id": "ECON 703", "course_uid": "course_d0e6cf6b4c558dcbc7be6613", "term_id": "1272", "source_course_id": "005722", "source_subject_id": "296", "title": "Mathematical Economics I", "credits_min": 3, "credits_max": 4, "typically_offered": "Fall" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:12948", "term_id": "1272", "source_section_id": "12948", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 16, "enrolled": 15, "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:1272:19363", "term_id": "1272", "source_section_id": "19363", "identity_basis": "class_number", "section_number": "301", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 16, "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_fab245b04e6cc5e300226e08", "source": "madgrades", "source_instructor_id": "1067939", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RAYMOND DENECKERE", "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": 33, "quality": 3, "difficulty": 3.18, "quality_count": 33, "difficulty_count": 33, "profile_id": "rmp:1053939", "source_url": "https://www.ratemyprofessors.com/professor/1053939", "match_basis": "exact_name", "observed_at": "2026-09-07 16:10:31.067240+00:00", "courses": { "course_e1235dcbd05a8b1ac84ba097": { "review_count": 12, "quality": 2.25, "difficulty": 3.25, "quality_count": 12, "difficulty_count": 12 }, "course_76a0854768c03089348672b1": { "review_count": 1, "quality": 3, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_1932eed8246324e0a053d4fe": { "review_count": 3, "quality": 2.67, "difficulty": 2.67, "quality_count": 3, "difficulty_count": 3 }, "course_8225e7080149a48682f637af": { "review_count": 10, "quality": 3, "difficulty": 3.1, "quality_count": 10, "difficulty_count": 10 }, "course_d0e6cf6b4c558dcbc7be6613": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_bbffbd8eaca63432913620af": { "review_count": 3, "quality": 4, "difficulty": 3.33, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.2489380315270173, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.658, "graded": 2875, "counts": [ 1609, 754, 397, 60, 47, 7, 1 ], "sections": 81 }, "instructor_url": "/instructors/RAYMOND_DENECKERE--instructor_fab245b04e6cc5e300226e08" }, { "instructor_uid": "instructor_e69a754cb44f6b89a3a72416", "source": "madgrades", "source_instructor_id": "4197615", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MAREK WERETKA", "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": 81, "quality": 3.28, "difficulty": 3.26, "quality_count": 81, "difficulty_count": 81, "profile_id": "rmp:974425", "source_url": "https://www.ratemyprofessors.com/professor/974425", "match_basis": "exact_name", "observed_at": "2026-09-07 16:21:15.381518+00:00", "courses": { "course_c1d62f93b6bc2a4cab189b27": { "review_count": 71, "quality": 3.35, "difficulty": 3.18, "quality_count": 71, "difficulty_count": 71 }, "course_3477c94914377ae65b2c1665": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_dbf1cd0b9e433b7de518074e": { "review_count": 1, "quality": 1, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_b06a097b8534a1fe6f82d86a": { "review_count": 1, "quality": 5, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 }, "course_9342eaf3d82a59634b605992": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.3551853036725934, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 2.926, "graded": 3956, "counts": [ 953, 617, 818, 720, 575, 201, 72 ], "sections": 45 }, "instructor_url": "/instructors/MAREK_WERETKA--instructor_e69a754cb44f6b89a3a72416" }, { "instructor_uid": "instructor_f41cfddf12ddb0a4ab6da89b", "source": "madgrades", "source_instructor_id": "4760136", "identity_basis": "source_id", "identity_status": "source_identified", "name": "NICOLAS ROYS", "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": 9, "quality": 4.44, "difficulty": 2, "quality_count": 9, "difficulty_count": 9, "profile_id": "rmp:1711746", "source_url": "https://www.ratemyprofessors.com/professor/1711746", "match_basis": "exact_name", "observed_at": "2026-09-07 16:14:03.113806+00:00", "courses": { "course_9342eaf3d82a59634b605992": { "review_count": 6, "quality": 4.33, "difficulty": 2.17, "quality_count": 6, "difficulty_count": 6 } }, "bayesian_quality": 3.901852264514894, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.06, "graded": 1141, "counts": [ 324, 235, 197, 195, 115, 64, 11 ], "sections": 14 }, "instructor_url": "/instructors/NICOLAS_ROYS--instructor_f41cfddf12ddb0a4ab6da89b" }, { "instructor_uid": "instructor_8267527fef7f4f70ec6220c4", "source": "madgrades", "source_instructor_id": "2601032", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JOHN KENNAN", "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": 8, "quality": 3.12, "difficulty": 4.12, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:579363", "source_url": "https://www.ratemyprofessors.com/professor/579363", 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"source_instructor_id": "6243031", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANNA BYKHOVSKAYA", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.622, "graded": 160, "counts": [ 81, 50, 22, 3, 3, 1, 0 ], "sections": 5 }, "instructor_url": "/instructors/ANNA_BYKHOVSKAYA" }, { "instructor_uid": "instructor_85610bbd26d158aeb0e96b0f", "source": "madgrades", "source_instructor_id": "6452132", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JAKOB JUERGENS", "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": 3.742, "graded": 33, "counts": [ 21, 7, 5, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/JAKOB_JUERGENS--instructor_85610bbd26d158aeb0e96b0f" }, { "instructor_uid": "instructor_6cc81efed20fdd18431b7a0c", "source": "enrollment", "source_instructor_id": "jfkennan", "identity_basis": "netid", "identity_status": "source_identified", "name": "John Kennan", "email": "JKENNAN@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": 8, "quality": 3.12, "difficulty": 4.12, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:579363", "source_url": "https://www.ratemyprofessors.com/professor/579363", "match_basis": "exact_name", "observed_at": "2026-09-07 16:31:24.829828+00:00", "courses": { "course_f3e0c6c26013f3c2a4376321": { "review_count": 2, "quality": 5, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 }, "course_58c6777bcc200d28ee8b067d": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_f8287db34795266858335482": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_91a1df85c82e29635060a630": { "review_count": 3, "quality": 1.33, "difficulty": 5, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.5054898453904255, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/JOHN_KENNAN" }, { "instructor_uid": "instructor_e00f0581cb522c0fde48c5eb", "source": "enrollment", "source_instructor_id": "mxie65", "identity_basis": "netid", "identity_status": "source_identified", "name": "Mingxin Xie", "email": "MXIE65@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/MINGXIN_XIE" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 703", "course_uid": "course_d0e6cf6b4c558dcbc7be6613", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ 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"source_aliases": [ "ECON 703" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 703", "course_uid": "course_d0e6cf6b4c558dcbc7be6613", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "John Kennan" ], "a": 20, "ab": 4, "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": 27, "source_aliases": [ "ECON 703" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 703", "course_uid": "course_d0e6cf6b4c558dcbc7be6613", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "John Kennan" ], "a": 22, "ab": 2, "b": 4, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 28, "source_aliases": [ "ECON 703" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 703", "course_uid": "course_d0e6cf6b4c558dcbc7be6613", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "ANNA BYKHOVSKAYA" ], "a": 16, "ab": 6, "b": 3, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 1, "total": 27, "source_aliases": [ "ECON 703" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 703", "course_uid": "course_d0e6cf6b4c558dcbc7be6613", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "ANNA BYKHOVSKAYA" ], "a": 12, "ab": 11, "b": 5, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 28, "source_aliases": [ "ECON 703" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 703", "course_uid": "course_d0e6cf6b4c558dcbc7be6613", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Raymond Deneckere" ], "a": 17, "ab": 9, "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": 28, "source_aliases": [ "ECON 703" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 703", "course_uid": "course_d0e6cf6b4c558dcbc7be6613", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Jakob Juergens", "John Kennan" ], "a": 21, "ab": 7, "b": 5, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 33, "source_aliases": [ "ECON 703" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 703", "course_uid": "course_d0e6cf6b4c558dcbc7be6613", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Raymond Deneckere" ], "a": 18, "ab": 12, "b": 1, "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": 32, "source_aliases": [ "ECON 703" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 703", "course_uid": "course_d0e6cf6b4c558dcbc7be6613", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "John Kennan" ], "a": 22, "ab": 3, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 25, "source_aliases": [ "ECON 703" ] } ] ``` ### statistics #### gpa 3.685 #### graded 666 #### counts * 387 * 167 * 91 * 16 * 4 * 1 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_d0e6cf6b4c558dcbc7be6613-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_d0e6cf6b4c558dcbc7be6613-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_d0e6cf6b4c558dcbc7be6613-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_d0e6cf6b4c558dcbc7be6613-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_d0e6cf6b4c558dcbc7be6613-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_d0e6cf6b4c558dcbc7be6613-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_d0e6cf6b4c558dcbc7be6613-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_d0e6cf6b4c558dcbc7be6613-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_d0e6cf6b4c558dcbc7be6613-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_d0e6cf6b4c558dcbc7be6613-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.6854354354354353 #### count 666 #### university ##### size 4146 ##### gpa Percentile 46 ##### count Percentile 79 ##### median Count 193 ##### 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 | 10 | false | | 2.8–3.2 | 326 | false | | 3.2–3.6 | 1185 | false | | 3.6–4.0 | 2625 | true | #### departments ```json [ { "subject": "ECON", "comparison": { "size": 95, "gpaPercentile": 68, "countPercentile": 68, "medianCount": 300, "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": 24, "current": false }, { "range": "3.2–3.6", "count": 34, "current": false }, { "range": "3.6–4.0", "count": 37, "current": true } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.3536585365853657 ##### count 41 ##### university ###### size 723 ###### gpa Percentile 51 ###### count Percentile 23 ###### 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 | 62 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 306 | true | | 3.6–4.0 | 180 | false | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 22, "gpaPercentile": 90, "countPercentile": 14, "medianCount": 81.5, "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": 7, "current": false }, { "range": "2.8–3.2", "count": 8, "current": false }, { "range": "3.2–3.6", "count": 7, "current": true }, { "range": "3.6–4.0", "count": 0, "current": false } ] } } ] ``` #### 1082 ##### term 1082 ##### gpa 3.364864864864865 ##### count 37 ##### university ###### size 723 ###### gpa Percentile 51 ###### count Percentile 15 ###### 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 | 51 | false | | 2.8–3.2 | 202 | false | | 3.2–3.6 | 265 | true | | 3.6–4.0 | 204 | false | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 23, "gpaPercentile": 86, "countPercentile": 23, "medianCount": 86, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 2, "current": false }, { "range": "2.8–3.2", "count": 12, "current": false }, { "range": "3.2–3.6", "count": 9, "current": true }, { "range": "3.6–4.0", "count": 0, "current": false } ] } } ] ``` #### 1092 ##### term 1092 ##### gpa 3.311111111111111 ##### count 45 ##### university ###### size 732 ###### gpa Percentile 45 ###### count Percentile 24 ###### 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 | 41 | false | | 2.8–3.2 | 208 | false | | 3.2–3.6 | 271 | true | | 3.6–4.0 | 211 | false | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 24, "gpaPercentile": 83, "countPercentile": 22, "medianCount": 78, "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": 8, "current": true }, { "range": "3.6–4.0", "count": 1, "current": false } ] } } ] ``` #### 1102 ##### term 1102 ##### gpa 3.6363636363636362 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | ECON | | #### 1112 ##### term 1112 ##### gpa 3.575 ##### count 40 ##### university ###### size 805 ###### gpa Percentile 69 ###### count Percentile 21 ###### 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 | 1 | false | | 2.4–2.8 | 45 | false | | 2.8–3.2 | 218 | false | | 3.2–3.6 | 316 | true | | 3.6–4.0 | 225 | false | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 26, "gpaPercentile": 96, "countPercentile": 12, "medianCount": 60, "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": 3, "current": false }, { "range": "2.8–3.2", "count": 16, "current": false }, { "range": "3.2–3.6", "count": 6, "current": true }, { "range": "3.6–4.0", "count": 1, "current": false } ] } } ] ``` #### 1122 ##### term 1122 ##### gpa 3.7580645161290325 ##### count 31 ##### university ###### size 804 ###### gpa Percentile 81 ###### count Percentile 2 ###### 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 | 3 | false | | 2.4–2.8 | 47 | false | | 2.8–3.2 | 224 | false | | 3.2–3.6 | 282 | false | | 3.6–4.0 | 248 | true | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 32, "gpaPercentile": 94, "countPercentile": 10, "medianCount": 75, "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": 3, "current": false }, { "range": "2.8–3.2", "count": 19, "current": false }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 5, "current": true } ] } } ] ``` #### 1132 ##### term 1132 ##### gpa 3.7142857142857144 ##### count 28 ##### departments | subject | comparison | | ------- | ---------- | | ECON | | #### 1142 ##### term 1142 ##### gpa 3.8 ##### count 40 ##### university ###### size 853 ###### gpa Percentile 83 ###### count Percentile 21 ###### 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 | 4 | false | | 2.4–2.8 | 33 | false | | 2.8–3.2 | 228 | false | | 3.2–3.6 | 320 | false | | 3.6–4.0 | 268 | true | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 27, "gpaPercentile": 96, "countPercentile": 12, "medianCount": 111, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 2, "current": false }, { "range": "2.8–3.2", "count": 17, "current": false }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 3, "current": true } ] } } ] ``` #### 1152 ##### term 1152 ##### gpa 3.903225806451613 ##### count 31 ##### university ###### size 918 ###### gpa Percentile 90 ###### count Percentile 2 ###### 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 | false | | 3.6–4.0 | 286 | true | ##### departments ```json [ { "subject": "ECON", "comparison": { "size": 33, "gpaPercentile": 100, "countPercentile": 0, "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": false }, { "range": "3.6–4.0", "count": 3, "current": true } ] } } ] ``` #### 1162 ##### term 1162 ##### gpa 3.8653846153846154 ##### count 52 ##### university ###### size 954 ###### gpa Percentile 87 ###### count Percentile 38 ###### 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": 97, "countPercentile": 23, "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 3.6666666666666665 ##### count 39 ##### university ###### size 991 ###### gpa Percentile 67 ###### count Percentile 19 ###### 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": 82, "countPercentile": 15, "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 3.838235294117647 ##### count 34 ##### university ###### size 1025 ###### gpa Percentile 83 ###### count Percentile 6 ###### 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": 100, "countPercentile": 8, "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 3.814814814814815 ##### count 27 ##### departments | subject | comparison | | ------- | ---------- | | ECON | | #### 1202 ##### term 1202 ##### gpa 3.8214285714285716 ##### count 28 ##### departments | subject | comparison | | ------- | ---------- | | ECON | | #### 1212 ##### term 1212 ##### gpa 3.76 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | ECON | | #### 1222 ##### term 1222 ##### gpa 3.625 ##### count 28 ##### departments | subject | comparison | | ------- | ---------- | | ECON | | #### 1232 ##### term 1232 ##### gpa 3.767857142857143 ##### count 28 ##### departments | subject | comparison | | ------- | ---------- | | ECON | | #### 1242 ##### term 1242 ##### gpa 3.742424242424242 ##### count 33 ##### university ###### size 1295 ###### gpa Percentile 60 ###### count Percentile 9 ###### 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": 88, "countPercentile": 7, "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 3.734375 ##### count 32 ##### university ###### size 1333 ###### gpa Percentile 57 ###### count Percentile 5 ###### 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": 84, "countPercentile": 7, "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 3.94 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | ECON | | ### benchmarks #### all ##### school ###### size 4146 ###### gpa 3.655576857310451 ###### top Share 81.61127984016484 ###### count 193 ##### ECON ###### size 95 ###### gpa 3.4650338695369776 ###### top Share 68.8955413302705 ###### count 300 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ###### ECON ###### size 22 ###### gpa 3.0214354917219977 ###### top Share 40.565682901047786 ###### count 81.5 ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ###### ECON ###### size 23 ###### gpa 3.0919296833361263 ###### top Share 43.929521475736 ###### count 86 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ###### ECON ###### size 24 ###### gpa 3.105837139183562 ###### top Share 44.708122686953516 ###### count 78 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ###### ECON ###### size 27 ###### gpa 3.1047684954005166 ###### top Share 46.644448387645376 ###### count 65 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ###### ECON ###### size 26 ###### gpa 3.0801797521029894 ###### top Share 44.59121845139345 ###### count 60 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ###### ECON ###### size 32 ###### gpa 3.148060317171765 ###### top Share 48.69785590964286 ###### count 75 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ###### ECON ###### size 27 ###### gpa 3.084125462905226 ###### top Share 44.16217101765231 ###### count 103 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ###### ECON ###### size 27 ###### gpa 3.1348729683774796 ###### top Share 48.51648028641956 ###### count 111 ##### 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_fab245b04e6cc5e300226e08", "name": "RAYMOND DENECKERE", "count": 339, "terms": [ { "term": "1072", "count": 41, "sections": 1, "gpa": 3.3536585365853657 }, { "term": "1082", "count": 37, "sections": 1, "gpa": 3.364864864864865 }, { "term": "1092", "count": 45, "sections": 1, "gpa": 3.311111111111111 }, { "term": "1152", "count": 31, "sections": 1, "gpa": 3.903225806451613 }, { "term": "1162", "count": 52, "sections": 1, "gpa": 3.8653846153846154 }, { "term": "1172", "count": 39, "sections": 1, "gpa": 3.6666666666666665 }, { "term": "1182", "count": 34, "sections": 1, "gpa": 3.838235294117647 }, { "term": "1232", "count": 28, "sections": 1, "gpa": 3.767857142857143 }, { "term": "1252", "count": 32, "sections": 1, "gpa": 3.734375 } ] }, { "uid": "instructor_f41cfddf12ddb0a4ab6da89b", "name": "NICOLAS ROYS", "count": 139, "terms": [ { "term": "1112", "count": 40, "sections": 1, "gpa": 3.575 }, { "term": "1122", "count": 31, "sections": 1, "gpa": 3.7580645161290325 }, { "term": "1132", "count": 28, "sections": 1, "gpa": 3.7142857142857144 }, { "term": "1142", "count": 40, "sections": 1, "gpa": 3.8 } ] }, { "uid": "instructor_8267527fef7f4f70ec6220c4", "name": "JOHN KENNAN", "count": 113, "terms": [ { "term": "1192", "count": 27, "sections": 1, "gpa": 3.814814814814815 }, { "term": "1202", "count": 28, "sections": 1, "gpa": 3.8214285714285716 }, { "term": "1242", "count": 33, "sections": 1, "gpa": 3.742424242424242 }, { "term": "1262", "count": 25, "sections": 1, "gpa": 3.94 } ] }, { "uid": "instructor_1bc78dc9d8cab715f51ccc31", "name": "ANNA BYKHOVSKAYA", "count": 53, "terms": [ { "term": "1212", "count": 25, "sections": 1, "gpa": 3.76 }, { "term": "1222", "count": 28, "sections": 1, "gpa": 3.625 } ] }, { "uid": "instructor_85610bbd26d158aeb0e96b0f", "name": "JAKOB JUERGENS", "count": 33, "terms": [ { "term": "1242", "count": 33, "sections": 1, "gpa": 3.742424242424242 } ] }, { "uid": "instructor_e69a754cb44f6b89a3a72416", "name": "MAREK WERETKA", "count": 22, "terms": [ { "term": "1102", "count": 22, "sections": 1, "gpa": 3.6363636363636362 } ] } ] ``` ## following None recorded.