# MATH 629: Introduction to Measure and Integration | UW–Madison [View on UW Courses](https://uwcourses.com/courses/MATH_629) ## 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 f5e74415e63253165a286de24c4a02ecc50ad7bd5e4a524c7b1a1e28913b18ea ### course id MATH 629 ### course uid course\_bac5b63415c0e4cd6d5c3848 ### catalog version id 2a2c0f6a1c1381dfc955254812be8f034bdc9136d513563345804e75c241683a ### course number 629 ### subjects * MATH ### title INTRODUCTION TO MEASURE AND INTEGRATION ### description Lebesgue integral and measure, abstract measure and integration, differentiation, spaces of integrable functions. ### requirements text MATH 522or graduate/professional standing or member of the Pre-Masters Mathematics (Visiting International) Program ### credit offering ids None recorded. ### llm job id enrich-b6d8f78c1be0d523cf09d00d ### llm output id 0a0f296a6ba32c2e136e421934a38b98f513712ec4ef4888afb9791652637e66 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Introduction to measure and integration, covering Lebesgue integrals, abstract measure theory, differentiation, and spaces of integrable functions. ### llm topics * Lebesgue integral and measure. * Abstract measure and integration. * Differentiation in the context of measure theory. * Spaces of integrable functions. ### llm skills * Understanding Lebesgue integration and abstract measure theory. ### llm assumed background * Real analysis, metric spaces, and differential calculus in normed spaces. ### llm search phrases * measure theory prerequisites * Lebesgue integral background * real analysis graduate course * MATH 629 syllabus ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 13f7ee8a1d7151713f67e4a22ae83fc98fa8a85903f5a5ff7b9692afb067b2d5 #### course id MATH 629 #### current instructors None recorded. #### difficulty workload Historical reviews of Andreas Seeger, Joris Roos, Shengwen Gan: The material is extremely difficult and moves fast, requiring significant time to absorb. Homework is generally not easy, though exams may be straightforward applications of theorems or confusingly broad depending on the instructor. ```json { "citations": [ { "instructor_name": "Andreas Seeger", "review_date": "2018-09-07 13:41:23 +0000 UTC", "review_id": "81c7827c0b31d7d600cef3fd", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:394755", "source_review_id": "UmF0aW5nLTMwNDg4MTIz", "source_url": "https://www.ratemyprofessors.com/professor/394755", "type": "review" }, { "instructor_name": "Joris Roos", "review_date": "2019-07-16 16:05:50 +0000 UTC", "review_id": "51ec33a46aadda9c486c1961", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2281992", "source_review_id": "UmF0aW5nLTMyMTAwMzk3", "source_url": "https://www.ratemyprofessors.com/professor/2281992", "type": "review" }, { "instructor_name": "Andreas Seeger", "review_date": "2021-10-25 17:26:08 +0000 UTC", "review_id": "076776bd06ad7c9b94dcafa2", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:394755", "source_review_id": "UmF0aW5nLTM1MTUyNTAy", "source_url": "https://www.ratemyprofessors.com/professor/394755", "type": "review" }, { "instructor_name": "Shengwen Gan", "review_date": "2025-03-31 14:22:28 +0000 UTC", "review_id": "103d2a2616f2bffc488baa30", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2933442", "source_review_id": "UmF0aW5nLTQwODQyODk3", "source_url": "https://www.ratemyprofessors.com/professor/2933442", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Fedor Nazarov: Fedor Nazarov is described as helpful in office hours with clear, rigorous notes, though he rarely returns graded work. He also tells students almost exactly what will be on the test. ```json { "citations": [ { "instructor_name": "Fedor Nazarov", "review_date": "2010-03-28 22:25:08 +0000 UTC", "review_id": "50dc6f22a3632e60e3ff802e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1365279", "source_review_id": "UmF0aW5nLTE2OTIxOTg3", "source_url": "https://www.ratemyprofessors.com/professor/1365279", "type": "review" } ] } ``` #### offered false #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews of Andreas Seeger, Joris Roos, Shengwen Gan: Reviews describe MATH 629 as an extremely difficult upper-level analysis course. Some students find the instruction rigorous and valuable, while others report that lectures are confusing, poorly organized, or lack sufficient support. ```json { "citations": [ { "instructor_name": "Andreas Seeger", "review_date": "2010-05-09 00:45:45 +0000 UTC", "review_id": "01948e26dd83f531fa69b131", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:394755", "source_review_id": "UmF0aW5nLTE3MTU1Njky", "source_url": "https://www.ratemyprofessors.com/professor/394755", "type": "review" }, { "instructor_name": "Andreas Seeger", "review_date": "2018-09-07 13:41:23 +0000 UTC", "review_id": "81c7827c0b31d7d600cef3fd", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:394755", "source_review_id": "UmF0aW5nLTMwNDg4MTIz", "source_url": "https://www.ratemyprofessors.com/professor/394755", "type": "review" }, { "instructor_name": "Joris Roos", "review_date": "2019-07-16 16:05:50 +0000 UTC", "review_id": "51ec33a46aadda9c486c1961", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2281992", "source_review_id": "UmF0aW5nLTMyMTAwMzk3", "source_url": "https://www.ratemyprofessors.com/professor/2281992", "type": "review" }, { "instructor_name": "Andreas Seeger", "review_date": "2021-10-25 17:26:08 +0000 UTC", "review_id": "076776bd06ad7c9b94dcafa2", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:394755", "source_review_id": "UmF0aW5nLTM1MTUyNTAy", "source_url": "https://www.ratemyprofessors.com/professor/394755", "type": "review" }, { "instructor_name": "Shengwen Gan", "review_date": "2025-03-31 14:22:28 +0000 UTC", "review_id": "103d2a2616f2bffc488baa30", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2933442", "source_review_id": "UmF0aW5nLTQwODQyODk3", "source_url": "https://www.ratemyprofessors.com/professor/2933442", "type": "review" } ] } ``` Recent recorded grades — Spring 2024: 3.62 GPA, 66.7% A/AB (n=12 letter grades); Spring 2025: 3.52 GPA, 80.0% A/AB (n=20 letter grades); Spring 2026: 3.34 GPA, 62.5% A/AB (n=16 letter grades). ```json { "citations": [ { "course_id": "MATH 629", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "MATH 629", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "MATH 629", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Andreas Seeger, Brian Street, Fedor Nazarov, Joris Roos, Shengwen Gan: Experiences vary widely; some students find professors helpful and lectures well-structured, while others report boring lectures, messy proofs, and a lack of support. Reviewers suggest preparing for a challenging course with minimal guidance. ```json { "citations": [ { "instructor_name": "Fedor Nazarov", "review_date": "2010-03-28 22:25:08 +0000 UTC", "review_id": "50dc6f22a3632e60e3ff802e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1365279", "source_review_id": "UmF0aW5nLTE2OTIxOTg3", "source_url": "https://www.ratemyprofessors.com/professor/1365279", "type": "review" }, { "instructor_name": "Andreas Seeger", "review_date": "2010-05-09 00:45:45 +0000 UTC", "review_id": "01948e26dd83f531fa69b131", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:394755", "source_review_id": "UmF0aW5nLTE3MTU1Njky", "source_url": "https://www.ratemyprofessors.com/professor/394755", "type": "review" }, { "instructor_name": "Brian Street", "review_date": "2013-10-02 17:10:40 +0000 UTC", "review_id": "b387d79aaa0014ec99f10eea", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1574143", "source_review_id": "UmF0aW5nLTIyMTUyODAx", "source_url": "https://www.ratemyprofessors.com/professor/1574143", "type": "review" }, { "instructor_name": "Joris Roos", "review_date": "2019-07-16 16:05:50 +0000 UTC", "review_id": "51ec33a46aadda9c486c1961", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2281992", "source_review_id": "UmF0aW5nLTMyMTAwMzk3", "source_url": "https://www.ratemyprofessors.com/professor/2281992", "type": "review" }, { "instructor_name": "Andreas Seeger", "review_date": "2021-10-25 17:26:08 +0000 UTC", "review_id": "076776bd06ad7c9b94dcafa2", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:394755", "source_review_id": "UmF0aW5nLTM1MTUyNTAy", "source_url": "https://www.ratemyprofessors.com/professor/394755", "type": "review" }, { "instructor_name": "Shengwen Gan", "review_date": "2025-03-31 14:22:28 +0000 UTC", "review_id": "103d2a2616f2bffc488baa30", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2933442", "source_review_id": "UmF0aW5nLTQwODQyODk3", "source_url": "https://www.ratemyprofessors.com/professor/2933442", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history ALEXANDER FISH is recorded teaching in Spring 2011. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 629", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "source_record": { "entity_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1114", "type": "grade" } ] } ``` ANDREAS SEEGER is recorded teaching in Spring 2010, Spring 2018, Spring 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 629", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "source_record": { "entity_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1104", "type": "grade" }, { "course_id": "MATH 629", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "source_record": { "entity_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "MATH 629", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "source_record": { "entity_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "MATH 629", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "source_record": { "entity_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` BRIAN STREET is recorded teaching in Spring 2013, Spring 2015. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 629", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "source_record": { "entity_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1134", "type": "grade" }, { "course_id": "MATH 629", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "source_record": { "entity_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1154", "type": "grade" } ] } ``` FEDOR NAZAROV is recorded teaching in Spring 2008. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 629", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "source_record": { "entity_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1084", "type": "grade" } ] } ``` JORIS ROOS is recorded teaching in Spring 2019, Spring 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 629", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "source_record": { "entity_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "MATH 629", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "source_record": { "entity_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" } ] } ``` SHENGWEN GAN is recorded teaching in Spring 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 629", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "source_record": { "entity_id": "11d88007-c0c7-335f-9e55-6723ff0606af", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2", "n3" ], "condition": null, "course": null, "evidence": "MATH 522or graduate/professional standing or member of the Pre-Masters Mathematics (Visiting International) Program", "id": "n0", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 522, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "MATH 522", "id": "n1", "kind": "course" }, { "children": [], "condition": "graduate/professional standing", "course": null, "evidence": "graduate/professional standing", "id": "n2", "kind": "condition" }, { "children": [], "condition": "member of the Pre-Masters Mathematics (Visiting International) Program", "course": null, "evidence": "member of the Pre-Masters Mathematics (Visiting International) Program", "id": "n3", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_38e87a02c8bc1f975de3d3b8", "source": "madgrades", "source_instructor_id": "129415", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANATOLE BECK", "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": 2.831, "graded": 236, "counts": [ 63, 38, 34, 38, 34, 18, 11 ], "sections": 8 }, "instructor_url": "/instructors/ANATOLE_BECK" }, { "instructor_uid": "instructor_90a7724b3066e84aa7c1838f", "source": "madgrades", "source_instructor_id": "4162943", "identity_basis": "source_id", "identity_status": "source_identified", "name": "FEDOR NAZAROV", "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": 17, "quality": 2, "difficulty": 4, "quality_count": 17, "difficulty_count": 17, "profile_id": "rmp:1365279", "source_url": "https://www.ratemyprofessors.com/professor/1365279", "match_basis": "exact_name", "observed_at": "2026-09-07 16:39:19.828233+00:00", "courses": { "course_8634dde81cc95f6c58014087": { "review_count": 5, "quality": 1.4, "difficulty": 4.2, "quality_count": 5, "difficulty_count": 5 }, "course_6bc496e4640fd08f71e1b041": { "review_count": 6, "quality": 2, "difficulty": 4.33, "quality_count": 6, "difficulty_count": 6 }, "course_7e12e6bf6be7a81f7ca74420": { "review_count": 2, "quality": 1.5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 }, "course_cc1de60e9953cdd9c469e9a5": { "review_count": 1, "quality": 1, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_bac5b63415c0e4cd6d5c3848": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 2.897127450565727, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 2.855, "graded": 479, "counts": [ 116, 90, 98, 65, 55, 22, 33 ], "sections": 15 }, "instructor_url": "/instructors/FEDOR_NAZAROV--instructor_90a7724b3066e84aa7c1838f" }, { "instructor_uid": "instructor_12d87346f1e3d02a2dacf52c", "source": "madgrades", "source_instructor_id": "3230525", "identity_basis": "source_id", "identity_status": "source_identified", "name": "XIANGHONG GONG", "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": 63, "quality": 1.76, "difficulty": 4, "quality_count": 63, "difficulty_count": 63, "profile_id": "rmp:517842", "source_url": "https://www.ratemyprofessors.com/professor/517842", "match_basis": "exact_name", "observed_at": "2026-09-07 15:58:41.522075+00:00", "courses": { "course_1f8e8903c7761a5fe852a4bc": { "review_count": 10, "quality": 1.2, "difficulty": 4.1, "quality_count": 10, "difficulty_count": 10 }, "course_6bc496e4640fd08f71e1b041": { "review_count": 16, "quality": 1.75, "difficulty": 4.12, "quality_count": 16, "difficulty_count": 16 }, "course_0dd25611eebe714d971b7bfb": { "review_count": 1, "quality": 1, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_8634dde81cc95f6c58014087": { "review_count": 12, "quality": 1.75, "difficulty": 3.92, "quality_count": 12, "difficulty_count": 12 }, "course_364c50303ed83d1234b4ea51": { "review_count": 11, "quality": 2.55, "difficulty": 3.91, "quality_count": 11, "difficulty_count": 11 }, "course_3c64a84a8de25196b895fe0d": { "review_count": 4, "quality": 1.25, "difficulty": 3.75, "quality_count": 4, "difficulty_count": 4 }, "course_0002a781bc9543f3a2ac1a94": { "review_count": 1, "quality": 1, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_4aa5bbed0c86993f5f0dc832": { "review_count": 1, "quality": 1, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_eec4aae06b946a73f1878be4": { "review_count": 2, "quality": 1, "difficulty": 5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 2.2177556104931555, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 2.946, "graded": 1538, "counts": [ 484, 159, 354, 138, 281, 69, 53 ], "sections": 57 }, "instructor_url": "/instructors/XIANGHONG_GONG--instructor_12d87346f1e3d02a2dacf52c" }, { "instructor_uid": "instructor_7a8fcd1dc53300aa83aa6f2b", "source": "madgrades", "source_instructor_id": "2600471", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANDREAS SEEGER", "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": 82, "quality": 2.72, "difficulty": 4.22, "quality_count": 82, "difficulty_count": 82, "profile_id": "rmp:394755", "source_url": "https://www.ratemyprofessors.com/professor/394755", "match_basis": "exact_name", "observed_at": "2026-09-07 16:55:35.597114+00:00", "courses": { "course_0dd25611eebe714d971b7bfb": { "review_count": 15, "quality": 2.73, "difficulty": 4.4, "quality_count": 15, "difficulty_count": 15 }, "course_4aa5bbed0c86993f5f0dc832": { "review_count": 3, "quality": 4, "difficulty": 4, "quality_count": 3, "difficulty_count": 3 }, "course_bac5b63415c0e4cd6d5c3848": { "review_count": 3, "quality": 3.33, "difficulty": 4.67, "quality_count": 3, "difficulty_count": 3 }, "course_1f8e8903c7761a5fe852a4bc": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_cc1de60e9953cdd9c469e9a5": { "review_count": 19, "quality": 2.58, "difficulty": 3.95, "quality_count": 19, "difficulty_count": 19 }, "course_6bc496e4640fd08f71e1b041": { "review_count": 8, "quality": 2, "difficulty": 4.88, "quality_count": 8, "difficulty_count": 8 }, "course_8634dde81cc95f6c58014087": { "review_count": 18, "quality": 2.22, "difficulty": 4.17, "quality_count": 18, "difficulty_count": 18 }, "course_364c50303ed83d1234b4ea51": { "review_count": 2, "quality": 5, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 }, "course_eec4aae06b946a73f1878be4": { "review_count": 1, "quality": 2, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 2.9042521144209013, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.283, "graded": 1313, "counts": [ 588, 178, 280, 96, 107, 42, 22 ], "sections": 74 }, "instructor_url": "/instructors/ANDREAS_SEEGER--instructor_7a8fcd1dc53300aa83aa6f2b" }, { "instructor_uid": "instructor_79e0c57b8b4bf6b90536c187", "source": "madgrades", "source_instructor_id": "4680082", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ALEXANDER FISH", "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": 12, "quality": 2.25, "difficulty": 4.08, "quality_count": 12, "difficulty_count": 12, "profile_id": "rmp:1326966", "source_url": "https://www.ratemyprofessors.com/professor/1326966", "match_basis": "exact_name", "observed_at": "2026-09-07 16:57:00.058195+00:00", "courses": { "course_5d5f3a3f185baf9eaaa98221": { "review_count": 1, "quality": 2, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 }, "course_bac5b63415c0e4cd6d5c3848": { "review_count": 1, "quality": 1, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 }, "course_6bc496e4640fd08f71e1b041": { "review_count": 2, "quality": 2, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 }, "course_8634dde81cc95f6c58014087": { "review_count": 1, "quality": 3, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_dcdb624e3fb8cbaf9a557ab9": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.131053614716622, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 2.854, "graded": 441, "counts": [ 111, 68, 101, 61, 48, 25, 27 ], "sections": 10 }, "instructor_url": "/instructors/ALEXANDER_FISH--instructor_79e0c57b8b4bf6b90536c187" }, { "instructor_uid": "instructor_2ac6f8d7bfc534643430e112", "source": "madgrades", "source_instructor_id": "3985704", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PATRICK LAVICTOIRE", "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": 18, "quality": 3.83, "difficulty": 3.11, "quality_count": 18, "difficulty_count": 18, "profile_id": "rmp:1674129", "source_url": "https://www.ratemyprofessors.com/professor/1674129", "match_basis": "exact_name", "observed_at": "2026-09-07 16:12:37.537792+00:00", "courses": { "course_6bc496e4640fd08f71e1b041": { "review_count": 12, "quality": 3.75, "difficulty": 2.92, "quality_count": 12, "difficulty_count": 12 }, "course_4aa5bbed0c86993f5f0dc832": { "review_count": 1, "quality": 4, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_364c50303ed83d1234b4ea51": { "review_count": 2, "quality": 3.5, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.740360938708734, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.011, "graded": 685, "counts": [ 180, 130, 144, 107, 76, 36, 12 ], "sections": 8 }, "instructor_url": "/instructors/PATRICK_LAVICTOIRE" }, { "instructor_uid": "instructor_c0289d403f78c76ec800e7ea", "source": "madgrades", "source_instructor_id": "3619363", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BRIAN STREET", "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": 112, "quality": 4.13, "difficulty": 3.21, "quality_count": 112, "difficulty_count": 112, "profile_id": "rmp:1574143", "source_url": "https://www.ratemyprofessors.com/professor/1574143", "match_basis": "exact_name", "observed_at": "2026-09-07 16:51:04.942102+00:00", "courses": { "course_8634dde81cc95f6c58014087": { "review_count": 43, "quality": 3.98, "difficulty": 3.51, "quality_count": 43, "difficulty_count": 43 }, "course_cc1de60e9953cdd9c469e9a5": { "review_count": 50, "quality": 4.36, "difficulty": 3.02, "quality_count": 50, "difficulty_count": 50 }, "course_be7b0773bc9d040384a6a3ce": { "review_count": 2, "quality": 4.5, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 }, "course_bac5b63415c0e4cd6d5c3848": { "review_count": 1, "quality": 3, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 4.058740270234333, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.255, "graded": 3556, "counts": [ 1730, 355, 688, 206, 333, 169, 75 ], "sections": 45 }, "instructor_url": "/instructors/BRIAN_STREET--instructor_c0289d403f78c76ec800e7ea" }, { "instructor_uid": "instructor_97cfaac19f70f97de87d2fbb", "source": "madgrades", "source_instructor_id": "3784132", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BRIAN COOK", "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": 10, "quality": 2.3, "difficulty": 3.6, "quality_count": 10, "difficulty_count": 10, "profile_id": "rmp:1946378", "source_url": "https://www.ratemyprofessors.com/professor/1946378", "match_basis": "exact_name", "observed_at": "2026-09-07 16:51:14.087454+00:00", "courses": { "course_364c50303ed83d1234b4ea51": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_cc1de60e9953cdd9c469e9a5": { "review_count": 8, "quality": 2, "difficulty": 3.75, "quality_count": 8, "difficulty_count": 8 } }, "bayesian_quality": 3.2064571890310636, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 2.979, "graded": 403, "counts": [ 151, 33, 83, 30, 66, 25, 15 ], "sections": 7 }, "instructor_url": "/instructors/BRIAN_COOK" }, { "instructor_uid": "instructor_7bed8c9d30ae01bd01e9b11f", "source": "madgrades", "source_instructor_id": "5555264", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JESSICA LIN", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 4, "quality": 2.75, "difficulty": 3.75, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2003430", "source_url": "https://www.ratemyprofessors.com/professor/2003430", "match_basis": "exact_name", "observed_at": "2026-09-07 16:32:52.980031+00:00", "courses": { "course_cdda28fe1e1896676250b6f8": { "review_count": 1, "quality": 2, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 }, "course_1f8e8903c7761a5fe852a4bc": { "review_count": 1, "quality": 4, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.5080714862888294, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.402, "graded": 127, "counts": [ 50, 35, 19, 17, 5, 0, 1 ], "sections": 4 }, "instructor_url": "/instructors/JESSICA_LIN--instructor_7bed8c9d30ae01bd01e9b11f" }, { "instructor_uid": "instructor_eb9383a15bbae8699c84af7a", "source": "madgrades", "source_instructor_id": "5600773", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ERIC BAER", "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": 2, "quality": 4, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:2123262", "source_url": "https://www.ratemyprofessors.com/professor/2123262", "match_basis": "exact_name", "observed_at": "2026-09-07 16:40:46.221094+00:00", "courses": { "course_0002a781bc9543f3a2ac1a94": { "review_count": 2, "quality": 4, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.690623439587814, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 2.801, "graded": 214, "counts": [ 55, 20, 51, 25, 41, 12, 10 ], "sections": 5 }, "instructor_url": "/instructors/ERIC_BAER--instructor_eb9383a15bbae8699c84af7a" }, { "instructor_uid": "instructor_e7f5b56a6a8a98bb445c6baa", "source": "madgrades", "source_instructor_id": "6041007", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JORIS ROOS", "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": 3.44, "difficulty": 3.78, "quality_count": 9, "difficulty_count": 9, "profile_id": "rmp:2281992", "source_url": "https://www.ratemyprofessors.com/professor/2281992", "match_basis": "exact_name", "observed_at": "2026-09-07 16:30:28.756583+00:00", "courses": { "course_bac5b63415c0e4cd6d5c3848": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_0dd25611eebe714d971b7bfb": { "review_count": 7, "quality": 3, "difficulty": 4.14, "quality_count": 7, "difficulty_count": 7 } }, "bayesian_quality": 3.5915074369286866, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.14, "graded": 275, "counts": [ 86, 47, 62, 48, 20, 9, 3 ], "sections": 10 }, "instructor_url": "/instructors/JORIS_ROOS--instructor_e7f5b56a6a8a98bb445c6baa" }, { "instructor_uid": "instructor_00701372518e8e693112f476", "source": "madgrades", "source_instructor_id": "6242903", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DAVID BELTRAN PORTALES", "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": 3.267, "graded": 118, "counts": [ 51, 12, 27, 13, 11, 4, 0 ], "sections": 7 }, "instructor_url": "/instructors/DAVID_BELTRAN_PORTALES" }, { "instructor_uid": "instructor_daf42e303d76f51f026da782", "source": "madgrades", "source_instructor_id": "6029366", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MIHAELA IFRIM", "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": 2.39, "difficulty": 3.97, "quality_count": 33, "difficulty_count": 33, "profile_id": "rmp:2407195", "source_url": "https://www.ratemyprofessors.com/professor/2407195", "match_basis": "exact_name", "observed_at": "2026-09-07 16:17:03.573912+00:00", "courses": { "course_f31c15d01baebd9784f69a47": { "review_count": 5, "quality": 1.2, "difficulty": 3.6, "quality_count": 5, "difficulty_count": 5 }, "course_fa53f4954bab469b5d4c4fe3": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_1f8e8903c7761a5fe852a4bc": { "review_count": 2, "quality": 1.5, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 }, "course_cc1de60e9953cdd9c469e9a5": { "review_count": 7, "quality": 3.14, "difficulty": 4.14, "quality_count": 7, "difficulty_count": 7 }, "course_364c50303ed83d1234b4ea51": { "review_count": 2, "quality": 3, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 }, "course_6bc496e4640fd08f71e1b041": { "review_count": 12, "quality": 2.08, "difficulty": 3.92, "quality_count": 12, "difficulty_count": 12 }, "course_dcdb624e3fb8cbaf9a557ab9": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 2.8691267107723, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.023, "graded": 906, "counts": [ 263, 186, 169, 91, 132, 37, 28 ], "sections": 26 }, "instructor_url": "/instructors/MIHAELA_IFRIM--instructor_daf42e303d76f51f026da782" }, { "instructor_uid": "instructor_495d959af0edec197ef1c1a4", "source": "madgrades", "source_instructor_id": "6083170", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SHENGWEN GAN", "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": 13, "quality": 2.08, "difficulty": 3.46, "quality_count": 13, "difficulty_count": 13, "profile_id": "rmp:2933442", "source_url": "https://www.ratemyprofessors.com/professor/2933442", "match_basis": "exact_name", "observed_at": "2026-09-07 16:05:53.065256+00:00", "courses": { "course_7d3f055b392d74c588d35d0b": { "review_count": 1, "quality": 3, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_0dd25611eebe714d971b7bfb": { "review_count": 4, "quality": 2, "difficulty": 3.5, "quality_count": 4, "difficulty_count": 4 }, "course_bac5b63415c0e4cd6d5c3848": { "review_count": 1, "quality": 1, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_eec4aae06b946a73f1878be4": { "review_count": 3, "quality": 2.33, "difficulty": 3.33, "quality_count": 3, "difficulty_count": 3 }, "course_63c43e7ac8225e2773df74d8": { "review_count": 4, "quality": 2, "difficulty": 3.75, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 3.0373853233615726, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.055, "graded": 397, "counts": [ 133, 53, 92, 39, 49, 24, 7 ], "sections": 7 }, "instructor_url": "/instructors/SHENGWEN_GAN--instructor_495d959af0edec197ef1c1a4" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 629", "course_uid": "course_bac5b63415c0e4cd6d5c3848", "term_id": "1074", "term_name": "Spring 2007", "instructors": [ "ANATOLE BECK" ], "a": 0, "ab": 0, "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": 0, "source_aliases": [ "MATH 629" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 629", "course_uid": "course_bac5b63415c0e4cd6d5c3848", "term_id": "1084", "term_name": "Spring 2008", "instructors": [ "FEDOR NAZAROV" ], "a": 6, "ab": 8, "b": 1, "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": 15, "source_aliases": [ "MATH 629" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 629", "course_uid": "course_bac5b63415c0e4cd6d5c3848", "term_id": "1094", "term_name": "Spring 2009", "instructors": [ "Xianghong Gong" ], "a": 2, "ab": 1, "b": 2, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 7, "source_aliases": [ "MATH 629" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 629", "course_uid": "course_bac5b63415c0e4cd6d5c3848", "term_id": "1104", "term_name": "Spring 2010", "instructors": [ "Andreas Seeger" ], "a": 4, "ab": 2, "b": 3, "bc": 1, "c": 0, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 1, "other": 0, "total": 12, "source_aliases": [ "MATH 629" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 629", "course_uid": "course_bac5b63415c0e4cd6d5c3848", "term_id": "1114", "term_name": "Spring 2011", "instructors": [ "ALEXANDER FISH" ], "a": 8, "ab": 3, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 15, "source_aliases": [ "MATH 629" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 629", "course_uid": "course_bac5b63415c0e4cd6d5c3848", "term_id": "1124", "term_name": "Spring 2012", "instructors": [ "PATRICK LAVICTOIRE" ], "a": 8, "ab": 1, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 11, "source_aliases": [ "MATH 629" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 629", "course_uid": "course_bac5b63415c0e4cd6d5c3848", "term_id": "1134", "term_name": "Spring 2013", "instructors": [ "Brian Street" ], "a": 8, "ab": 4, "b": 5, "bc": 2, "c": 0, "d": 1, "f": 0, "satisfactory": 3, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 23, "source_aliases": [ "MATH 629" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 629", "course_uid": "course_bac5b63415c0e4cd6d5c3848", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "BRIAN COOK" ], "a": 8, "ab": 1, "b": 9, "bc": 4, "c": 1, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 24, "source_aliases": [ "MATH 629" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 629", "course_uid": "course_bac5b63415c0e4cd6d5c3848", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "Brian Street" ], "a": 10, "ab": 3, "b": 2, "bc": 3, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 19, "source_aliases": [ "MATH 629" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 629", "course_uid": "course_bac5b63415c0e4cd6d5c3848", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "JESSICA LIN" ], "a": 14, "ab": 2, "b": 1, "bc": 6, "c": 2, "d": 0, "f": 0, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 27, "source_aliases": [ "MATH 629" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 629", "course_uid": "course_bac5b63415c0e4cd6d5c3848", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "ERIC BAER" ], "a": 5, "ab": 6, "b": 5, "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": 20, "source_aliases": [ "MATH 629" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 629", "course_uid": "course_bac5b63415c0e4cd6d5c3848", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "Andreas Seeger" ], "a": 12, "ab": 5, "b": 8, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 27, "source_aliases": [ "MATH 629" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 629", "course_uid": "course_bac5b63415c0e4cd6d5c3848", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "JORIS ROOS" ], "a": 12, "ab": 2, "b": 2, "bc": 5, "c": 2, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 24, "source_aliases": [ "MATH 629" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 629", "course_uid": "course_bac5b63415c0e4cd6d5c3848", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "JORIS ROOS" ], "a": 2, "ab": 2, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 4, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 8, "source_aliases": [ "MATH 629" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 629", "course_uid": "course_bac5b63415c0e4cd6d5c3848", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "DAVID BELTRAN PORTALES" ], "a": 11, "ab": 1, "b": 6, "bc": 1, "c": 3, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 1, "total": 23, "source_aliases": [ "MATH 629" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 629", "course_uid": "course_bac5b63415c0e4cd6d5c3848", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Mihaela Ifrim" ], "a": 6, "ab": 3, "b": 2, "bc": 2, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 13, "source_aliases": [ "MATH 629" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 629", "course_uid": "course_bac5b63415c0e4cd6d5c3848", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Andreas Seeger" ], "a": 7, "ab": 1, "b": 4, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 13, "source_aliases": [ "MATH 629" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 629", "course_uid": "course_bac5b63415c0e4cd6d5c3848", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "SHENGWEN GAN" ], "a": 10, "ab": 6, "b": 2, "bc": 1, "c": 0, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 20, "source_aliases": [ "MATH 629" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 629", "course_uid": "course_bac5b63415c0e4cd6d5c3848", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Andreas Seeger" ], "a": 8, "ab": 2, "b": 3, "bc": 1, "c": 1, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 17, "source_aliases": [ "MATH 629" ] } ] ``` ### statistics #### gpa 3.44 #### graded 298 #### counts * 141 * 53 * 58 * 29 * 13 * 3 * 1 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_bac5b63415c0e4cd6d5c3848-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_bac5b63415c0e4cd6d5c3848-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_bac5b63415c0e4cd6d5c3848-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_bac5b63415c0e4cd6d5c3848-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_bac5b63415c0e4cd6d5c3848-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_bac5b63415c0e4cd6d5c3848-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_bac5b63415c0e4cd6d5c3848-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_bac5b63415c0e4cd6d5c3848-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.4395973154362416 #### count 298 #### university ##### size 4298 ##### gpa Percentile 21 ##### count Percentile 65 ##### median Count 170 ##### 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 | 12 | false | | 2.8–3.2 | 316 | false | | 3.2–3.6 | 1235 | true | | 3.6–4.0 | 2735 | false | #### departments ```json [ { "subject": "MATH", "comparison": { "size": 104, "gpaPercentile": 45, "countPercentile": 57, "medianCount": 218.5, "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": 6, "current": false }, { "range": "2.8–3.2", "count": 27, "current": false }, { "range": "3.2–3.6", "count": 22, "current": true }, { "range": "3.6–4.0", "count": 49, "current": false } ] } } ] ``` ### terms #### 1084 ##### term 1084 ##### gpa 3.6666666666666665 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1094 ##### term 1094 ##### gpa 3.3333333333333335 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1104 ##### term 1104 ##### gpa 3.1363636363636362 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1114 ##### term 1114 ##### gpa 3.730769230769231 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1124 ##### term 1124 ##### gpa 3.85 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1134 ##### term 1134 ##### gpa 3.35 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1144 ##### term 1144 ##### gpa 3.239130434782609 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1154 ##### term 1154 ##### gpa 3.473684210526316 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1164 ##### term 1164 ##### gpa 3.4 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1174 ##### term 1174 ##### gpa 3.25 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1184 ##### term 1184 ##### gpa 3.519230769230769 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1194 ##### term 1194 ##### gpa 3.369565217391304 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1204 ##### term 1204 ##### gpa 3.75 ##### count 4 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1224 ##### term 1224 ##### gpa 3.3636363636363638 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1234 ##### term 1234 ##### gpa 3.5 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1244 ##### term 1244 ##### gpa 3.625 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1254 ##### term 1254 ##### gpa 3.525 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1264 ##### term 1264 ##### gpa 3.34375 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | ### benchmarks #### all ##### school ###### size 4298 ###### gpa 3.6599169512129595 ###### top Share 81.92066096643725 ###### count 170 ##### MATH ###### size 104 ###### gpa 3.489755928725373 ###### top Share 72.34164691083211 ###### count 218.5 #### terms ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ###### MATH ###### size 17 ###### gpa 2.821339129045922 ###### top Share 38.66654769268061 ###### count 133 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ###### MATH ###### size 22 ###### gpa 2.977459424628873 ###### top Share 44.52710820759676 ###### count 88.5 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ###### MATH ###### size 19 ###### gpa 2.861322177541941 ###### top Share 40.26350030907326 ###### count 108 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ###### MATH ###### size 23 ###### gpa 2.9531575824731964 ###### top Share 43.549837152646596 ###### count 98 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ###### MATH ###### size 26 ###### gpa 2.9090822348911582 ###### top Share 41.14706210117883 ###### count 83.5 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ###### MATH ###### size 28 ###### gpa 2.9109864595893504 ###### top Share 42.40580272314707 ###### count 75 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ###### MATH ###### size 26 ###### gpa 2.938004331770204 ###### top Share 42.318323348030226 ###### count 83.5 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ###### MATH ###### size 30 ###### gpa 2.926152797086596 ###### top Share 42.17363619414386 ###### count 79 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ###### MATH ###### size 33 ###### gpa 2.9834698949629033 ###### top Share 46.71989715257013 ###### count 69 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ###### MATH ###### size 32 ###### gpa 2.995223360849456 ###### top Share 46.38098813836469 ###### count 83 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ###### MATH ###### size 32 ###### gpa 2.992971960864239 ###### top Share 44.393513280464695 ###### count 89 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ###### MATH ###### size 36 ###### gpa 3.0650838986714333 ###### top Share 47.42689290604571 ###### count 83.5 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ###### MATH ###### size 38 ###### gpa 3.133406260873163 ###### top Share 53.17595010634325 ###### count 71.5 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ###### MATH ###### size 29 ###### gpa 3.478717830475146 ###### top Share 69.61236805388549 ###### count 83 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ###### MATH ###### size 34 ###### gpa 3.1555898753466907 ###### top Share 53.444319815085976 ###### count 87.5 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### MATH ###### size 41 ###### gpa 3.178489266862151 ###### top Share 56.06874885619616 ###### count 67 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### MATH ###### size 43 ###### gpa 3.228240949537157 ###### top Share 55.86451059486035 ###### count 68 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### MATH ###### size 39 ###### gpa 3.180435541912479 ###### top Share 53.878371816747475 ###### count 89 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### MATH ###### size 42 ###### gpa 3.13598176627681 ###### top Share 52.25969905887213 ###### count 80 ## instructor Trends ```json [ { "uid": "instructor_7a8fcd1dc53300aa83aa6f2b", "name": "ANDREAS SEEGER", "count": 65, "terms": [ { "term": "1104", "count": 11, "sections": 1, "gpa": 3.1363636363636362 }, { "term": "1184", "count": 26, "sections": 1, "gpa": 3.519230769230769 }, { "term": "1244", "count": 12, "sections": 1, "gpa": 3.625 }, { "term": "1264", "count": 16, "sections": 1, "gpa": 3.34375 } ] }, { "uid": "instructor_c0289d403f78c76ec800e7ea", "name": "BRIAN STREET", "count": 39, "terms": [ { "term": "1134", "count": 20, "sections": 1, "gpa": 3.35 }, { "term": "1154", "count": 19, "sections": 1, "gpa": 3.473684210526316 } ] }, { "uid": "instructor_e7f5b56a6a8a98bb445c6baa", "name": "JORIS ROOS", "count": 27, "terms": [ { "term": "1194", "count": 23, "sections": 1, "gpa": 3.369565217391304 }, { "term": "1204", "count": 4, "sections": 1, "gpa": 3.75 } ] }, { "uid": "instructor_7bed8c9d30ae01bd01e9b11f", "name": "JESSICA LIN", "count": 25, "terms": [ { "term": "1164", "count": 25, "sections": 1, "gpa": 3.4 } ] }, { "uid": "instructor_97cfaac19f70f97de87d2fbb", "name": "BRIAN COOK", "count": 23, "terms": [ { "term": "1144", "count": 23, "sections": 1, "gpa": 3.239130434782609 } ] }, { "uid": "instructor_00701372518e8e693112f476", "name": "DAVID BELTRAN PORTALES", "count": 22, "terms": [ { "term": "1224", "count": 22, "sections": 1, "gpa": 3.3636363636363638 } ] }, { "uid": "instructor_495d959af0edec197ef1c1a4", "name": "SHENGWEN GAN", "count": 20, "terms": [ { "term": "1254", "count": 20, "sections": 1, "gpa": 3.525 } ] }, { "uid": "instructor_eb9383a15bbae8699c84af7a", "name": "ERIC BAER", "count": 20, "terms": [ { "term": "1174", "count": 20, "sections": 1, "gpa": 3.25 } ] }, { "uid": "instructor_90a7724b3066e84aa7c1838f", "name": "FEDOR NAZAROV", "count": 15, "terms": [ { "term": "1084", "count": 15, "sections": 1, "gpa": 3.6666666666666665 } ] }, { "uid": "instructor_79e0c57b8b4bf6b90536c187", "name": "ALEXANDER FISH", "count": 13, "terms": [ { "term": "1114", "count": 13, "sections": 1, "gpa": 3.730769230769231 } ] }, { "uid": "instructor_daf42e303d76f51f026da782", "name": "MIHAELA IFRIM", "count": 13, "terms": [ { "term": "1234", "count": 13, "sections": 1, "gpa": 3.5 } ] }, { "uid": "instructor_2ac6f8d7bfc534643430e112", "name": "PATRICK LAVICTOIRE", "count": 10, "terms": [ { "term": "1124", "count": 10, "sections": 1, "gpa": 3.85 } ] }, { "uid": "instructor_12d87346f1e3d02a2dacf52c", "name": "XIANGHONG GONG", "count": 6, "terms": [ { "term": "1094", "count": 6, "sections": 1, "gpa": 3.3333333333333335 } ] } ] ``` ## following None recorded.