# BMI 826: Special Topics in Biostatistics and Biomedical Informatics | UW–Madison [View on UW Courses](https://uwcourses.com/courses/BMI_826) ## 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 e45b60f4554e302e858dc78724281b9c269b749e1fa15dbf30e17d30302173ba ### course id BMI 826 ### course uid course\_95e27f9d5f80f72f742219fd ### catalog version id 6a87320ddc4fd99126e7923bdf1a6489e67949577659aebed83bab4e9d1df298 ### course number 826 ### subjects * BMI ### title SPECIAL TOPICS IN BIOSTATISTICS AND BIOMEDICAL INFORMATICS ### description Covers advanced topics in the areas of biostatistics and biomedical informatics. Includes reading and discussion of original literature and individual student projects. ### requirements text Graduate/professional standing ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 16596e472fc10c266fb9dc24db8301104b8e8cb8e925a02e1beaddf12de26964 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Covers advanced topics in biostatistics and biomedical informatics through literature discussion and individual projects. ### llm topics * Biostatistics and biomedical informatics ### llm skills * Reading and discussing original scientific literature * Conducting individual student projects ### llm assumed background * Graduate or professional student standing ### llm search phrases * biostatistics advanced topics * biomedical informatics literature * graduate research projects * BMI 826 special topics ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash d366c99c55ba0eeb8ae45662bf2eac240a243191ff3c284ff02630ca450ecbd2 #### course id BMI 826 #### current instructors None recorded. #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered false #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Spring 2023: 3.81 GPA, 91.7% A/AB (n=24 letter grades); Fall 2023: 3.90 GPA, 100.0% A/AB (n=15 letter grades); Spring 2025: 3.86 GPA, 100.0% A/AB (n=11 letter grades). ```json { "citations": [ { "course_id": "BMI 826", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "096fd735-e31d-336b-9226-90acab908c11", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "BMI 826", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "096fd735-e31d-336b-9226-90acab908c11", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "BMI 826", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "096fd735-e31d-336b-9226-90acab908c11", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history None recorded. #### 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 None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_4dc0ed35fbec7f30ec13865e", "source": "madgrades", "source_instructor_id": "4541610", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KARL BROMAN", "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": 3.771, "graded": 304, "counts": [ 223, 49, 14, 10, 8, 0, 0 ], "sections": 59 }, "instructor_url": "/instructors/KARL_BROMAN--instructor_4dc0ed35fbec7f30ec13865e" }, { "instructor_uid": "instructor_5d180633ae97ec130cfb59eb", "source": "madgrades", "source_instructor_id": "4918171", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ENEIDA MENDONCA", "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": 3.939, "graded": 470, "counts": [ 446, 15, 5, 0, 0, 0, 4 ], "sections": 37 }, "instructor_url": "/instructors/ENEIDA_MENDONCA" }, { "instructor_uid": "instructor_d8b9b0fe32d16ff8451aff03", "source": "madgrades", "source_instructor_id": "4282682", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YINGQI ZHAO", "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": 3.574, "graded": 27, "counts": [ 8, 15, 4, 0, 0, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/YINGQI_ZHAO--instructor_d8b9b0fe32d16ff8451aff03" }, { "instructor_uid": "instructor_1aa801d796cd4d2f6d6b83aa", "source": "madgrades", "source_instructor_id": "3489857", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANTHONY GITTER", "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": 3.634, "graded": 367, "counts": [ 195, 107, 42, 16, 6, 1, 0 ], "sections": 82 }, "instructor_url": "/instructors/ANTHONY_GITTER--instructor_1aa801d796cd4d2f6d6b83aa" }, { "instructor_uid": "instructor_d225b29b2e17e4be5092e5b3", "source": "madgrades", "source_instructor_id": "3973023", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SUSHMITA ROY", "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": 3, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:1786777", "source_url": "https://www.ratemyprofessors.com/professor/1786777", "match_basis": "exact_name", "observed_at": "2026-09-07 16:04:08.326096+00:00", "courses": { "course_b6dd4ed7259057188cd63bb9": { "review_count": 1, "quality": 2, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.5997143486787233, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.609, "graded": 366, "counts": [ 197, 98, 44, 16, 8, 2, 1 ], "sections": 107 }, "instructor_url": "/instructors/SUSHMITA_ROY--instructor_d225b29b2e17e4be5092e5b3" }, { "instructor_uid": "instructor_cafaea8cf84c9f716070cf2c", "source": "madgrades", "source_instructor_id": "977312", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PILAR OSSORIO", "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": 6, "quality": 1.83, "difficulty": 3.67, "quality_count": 6, "difficulty_count": 6, "profile_id": "rmp:874777", "source_url": "https://www.ratemyprofessors.com/professor/874777", "match_basis": "exact_name", "observed_at": "2026-09-07 16:11:46.474615+00:00", "courses": { "course_7342cad8fcf2636758958ec8": { "review_count": 4, "quality": 1.25, "difficulty": 3.25, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 3.2374506027281504, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.259, "graded": 438, "counts": [ 170, 24, 186, 3, 45, 8, 2 ], "sections": 47 }, "instructor_url": "/instructors/PILAR_OSSORIO--instructor_cafaea8cf84c9f716070cf2c" }, { "instructor_uid": "instructor_09565037dfdbcb1508de6f59", "source": "madgrades", "source_instructor_id": "4636145", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JENNIFER BIRSTLER", "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": 3.426, "graded": 170, "counts": [ 89, 23, 31, 12, 10, 3, 2 ], "sections": 10 }, "instructor_url": "/instructors/JENNIFER_BIRSTLER" }, { "instructor_uid": "instructor_26cb97dac2a1ecf8269d5066", "source": "madgrades", "source_instructor_id": "3727371", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RYAN ZEA", "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": 11, "quality": 5, "difficulty": 2.64, "quality_count": 11, "difficulty_count": 11, "profile_id": "rmp:2044861", "source_url": "https://www.ratemyprofessors.com/professor/2044861", "match_basis": "exact_name", "observed_at": "2026-09-07 16:08:35.638695+00:00", "courses": { "course_bf80347054c4234ada79c07e": { "review_count": 10, "quality": 5, "difficulty": 2.6, "quality_count": 10, "difficulty_count": 10 } }, "bayesian_quality": 4.1352811506752225, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.547, "graded": 392, "counts": [ 211, 96, 42, 17, 17, 8, 1 ], "sections": 8 }, "instructor_url": "/instructors/RYAN_ZEA" }, { "instructor_uid": "instructor_50366ac53258a642bf66b0dd", "source": "madgrades", "source_instructor_id": "4273026", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ZHENGZHENG TANG", "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": 3.804, "graded": 235, "counts": [ 173, 34, 27, 0, 1, 0, 0 ], "sections": 25 }, "instructor_url": "/instructors/ZHENGZHENG_TANG--instructor_50366ac53258a642bf66b0dd" }, { "instructor_uid": "instructor_8b6a57d53fb475630c7364bb", "source": "madgrades", "source_instructor_id": "5017588", "identity_basis": "source_id", "identity_status": "source_identified", "name": "QIONGSHI LU", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 3, "quality": 2.67, "difficulty": 3.33, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2708522", "source_url": "https://www.ratemyprofessors.com/professor/2708522", "match_basis": "exact_name", "observed_at": "2026-09-07 16:11:11.761539+00:00", "courses": { "course_b5139d57a771c9b1231f53b8": { "review_count": 3, "quality": 2.67, "difficulty": 3.33, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.530596333518779, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.945, "graded": 173, "counts": [ 163, 7, 2, 0, 0, 0, 1 ], "sections": 58 }, "instructor_url": "/instructors/QIONGSHI_LU--instructor_8b6a57d53fb475630c7364bb" }, { "instructor_uid": "instructor_fed8b1f5a10ba1f2cb2cd3d7", "source": "madgrades", "source_instructor_id": "6209934", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YIN LI", "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": 3.79, "graded": 431, "counts": [ 324, 64, 21, 15, 6, 1, 0 ], "sections": 80 }, "instructor_url": "/instructors/YIN_LI--instructor_fed8b1f5a10ba1f2cb2cd3d7" }, { "instructor_uid": "instructor_4f250f5861deaededb2c6c05", "source": "madgrades", "source_instructor_id": "5697552", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KUNLING HUANG", "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": 3.797, "graded": 106, "counts": [ 76, 19, 9, 2, 0, 0, 0 ], "sections": 4 }, "instructor_url": "/instructors/KUNLING_HUANG" }, { "instructor_uid": "instructor_57424157730da96ec177f067", "source": "madgrades", "source_instructor_id": "4286103", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JIWEI ZHAO", "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": 3.918, "graded": 116, "counts": [ 106, 7, 2, 0, 0, 0, 1 ], "sections": 19 }, "instructor_url": "/instructors/JIWEI_ZHAO--instructor_57424157730da96ec177f067" }, { "instructor_uid": "instructor_4235101ade5f0ed82d5f2296", "source": "madgrades", "source_instructor_id": "5546881", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ZIJIE ZHAO", "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": 3.667, "graded": 15, "counts": [ 12, 2, 0, 0, 0, 0, 1 ], "sections": 2 }, "instructor_url": "/instructors/ZIJIE_ZHAO--instructor_4235101ade5f0ed82d5f2296" }, { "instructor_uid": "instructor_63f9b113517c02a597759955", "source": "madgrades", "source_instructor_id": "993195", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARK CRAVEN", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 3, "quality": 4, "difficulty": 3, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2190981", "source_url": "https://www.ratemyprofessors.com/professor/2190981", "match_basis": "exact_name", "observed_at": "2026-09-07 16:20:39.862462+00:00", "courses": { "course_821f9bd2b5a7758dd5db1e18": { "review_count": 3, "quality": 4, "difficulty": 3, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.7040745943883437, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.727, "graded": 955, "counts": [ 633, 183, 118, 6, 8, 2, 5 ], "sections": 160 }, "instructor_url": "/instructors/MARK_CRAVEN--instructor_63f9b113517c02a597759955" }, { "instructor_uid": "instructor_7f298bad5a23ca4c7166520b", "source": "madgrades", "source_instructor_id": "4575949", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YEONHEE PARK", "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": 3.695, "graded": 100, "counts": [ 56, 29, 13, 2, 0, 0, 0 ], "sections": 10 }, "instructor_url": "/instructors/YEONHEE_PARK--instructor_7f298bad5a23ca4c7166520b" }, { "instructor_uid": "instructor_2840c28c4477b4bec34d4fbf", "source": "madgrades", "source_instructor_id": "6166196", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JIACHENG MIAO", "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": 3.818, "graded": 11, "counts": [ 8, 2, 1, 0, 0, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/JIACHENG_MIAO" }, { "instructor_uid": "instructor_32eb8094ebab67c3f21911f5", "source": "madgrades", "source_instructor_id": "6381862", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HUAN LIANG", "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": 3.533, "graded": 120, "counts": [ 61, 24, 25, 2, 8, 0, 0 ], "sections": 3 }, "instructor_url": "/instructors/HUAN_LIANG" }, { "instructor_uid": "instructor_b7d8a6536950d3451c03e195", "source": "madgrades", "source_instructor_id": "6398585", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANOOP MAYAMPURATH", "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": 3.917, "graded": 60, "counts": [ 53, 6, 0, 0, 1, 0, 0 ], "sections": 21 }, "instructor_url": "/instructors/ANOOP_MAYAMPURATH--instructor_b7d8a6536950d3451c03e195" }, { "instructor_uid": "instructor_eee2111ebf98a5c7665703ac", "source": "madgrades", "source_instructor_id": "340544", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CHRISTINA KENDZIORSKI", "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": 3.74, "graded": 258, "counts": [ 206, 18, 17, 6, 6, 0, 5 ], "sections": 66 }, "instructor_url": "/instructors/CHRISTINA_KENDZIORSKI--instructor_eee2111ebf98a5c7665703ac" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI 826", "course_uid": "course_95e27f9d5f80f72f742219fd", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "Karl Broman" ], "a": 5, "ab": 0, "b": 0, "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": 6, "source_aliases": [ "BMI 826" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI 826", "course_uid": "course_95e27f9d5f80f72f742219fd", "term_id": "1134", "term_name": "Spring 2013", "instructors": [ "ENEIDA MENDONCA" ], "a": 10, "ab": 2, "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": 12, "source_aliases": [ "BMI 826" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI 826", "course_uid": "course_95e27f9d5f80f72f742219fd", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "Karl Broman", "YINGQI ZHAO" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 6, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 6, "source_aliases": [ "BMI 826" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI 826", "course_uid": "course_95e27f9d5f80f72f742219fd", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "Anthony Gitter", "Karl Broman" ], "a": 26, "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": 26, "source_aliases": [ "BMI 826" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI 826", "course_uid": "course_95e27f9d5f80f72f742219fd", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "Sushmita Roy" ], "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": [ "BMI 826" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI 826", "course_uid": "course_95e27f9d5f80f72f742219fd", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "Karl Broman" ], "a": 10, "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": 10, "source_aliases": [ "BMI 826" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI 826", "course_uid": "course_95e27f9d5f80f72f742219fd", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "Sushmita Roy" ], "a": 1, "ab": 3, "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": 6, "source_aliases": [ "BMI 826" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI 826", "course_uid": "course_95e27f9d5f80f72f742219fd", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "Pilar Ossorio" ], "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": 6, "other": 0, "total": 6, "source_aliases": [ "BMI 826" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI 826", "course_uid": "course_95e27f9d5f80f72f742219fd", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "JENNIFER BIRSTLER", "RYAN ZEA" ], "a": 12, "ab": 1, "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": 13, "source_aliases": [ "BMI 826" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI 826", "course_uid": "course_95e27f9d5f80f72f742219fd", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "ENEIDA MENDONCA", "Pilar Ossorio", "Qiongshi Lu", "Zhengzheng Tang" ], "a": 10, "ab": 8, "b": 0, "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": 3, "other": 0, "total": 22, "source_aliases": [ "BMI 826" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI 826", "course_uid": "course_95e27f9d5f80f72f742219fd", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "JENNIFER BIRSTLER", "RYAN ZEA", "Sushmita Roy" ], "a": 17, "ab": 5, "b": 2, "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": 25, "source_aliases": [ "BMI 826" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI 826", "course_uid": "course_95e27f9d5f80f72f742219fd", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "ENEIDA MENDONCA", "Pilar Ossorio", "Yin Li" ], "a": 15, "ab": 0, "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": 16, "source_aliases": [ "BMI 826" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI 826", "course_uid": "course_95e27f9d5f80f72f742219fd", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Anthony Gitter", "JENNIFER BIRSTLER", "Sushmita Roy", "Yin Li" ], "a": 7, "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": 14, "source_aliases": [ "BMI 826" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI 826", "course_uid": "course_95e27f9d5f80f72f742219fd", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "Karl Broman", "Pilar Ossorio", "Qiongshi Lu", "Qunying Huang" ], "a": 27, "ab": 5, "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": 32, "source_aliases": [ "BMI 826" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI 826", "course_uid": "course_95e27f9d5f80f72f742219fd", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "JENNIFER BIRSTLER", "Sushmita Roy" ], "a": 15, "ab": 6, "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": 1, "not_reported": 0, "other": 0, "total": 24, "source_aliases": [ "BMI 826" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI 826", "course_uid": "course_95e27f9d5f80f72f742219fd", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Anthony Gitter", "JENNIFER BIRSTLER", "Jiwei Zhao", "Sushmita Roy", "Yin Li" ], "a": 15, "ab": 2, "b": 2, "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": 20, "source_aliases": [ "BMI 826" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI 826", "course_uid": "course_95e27f9d5f80f72f742219fd", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Qiongshi Lu", "ZIJIE ZHAO" ], "a": 4, "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": 4, "source_aliases": [ "BMI 826" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI 826", "course_uid": "course_95e27f9d5f80f72f742219fd", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Mark Craven", "Sushmita Roy", "Yeonhee Park" ], "a": 20, "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": 20, "source_aliases": [ "BMI 826" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI 826", "course_uid": "course_95e27f9d5f80f72f742219fd", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Anoop Mayampurath", "HUAN LIANG", "JIACHENG MIAO", "Qiongshi Lu" ], "a": 19, "ab": 3, "b": 1, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 1, "not_reported": 0, "other": 0, "total": 26, "source_aliases": [ "BMI 826" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI 826", "course_uid": "course_95e27f9d5f80f72f742219fd", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "CHRISTINA KENDZIORSKI", "Mark Craven", "Sushmita Roy" ], "a": 12, "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": 15, "source_aliases": [ "BMI 826" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI 826", "course_uid": "course_95e27f9d5f80f72f742219fd", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Qiongshi Lu" ], "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": [ "BMI 826" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BMI 826", "course_uid": "course_95e27f9d5f80f72f742219fd", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Anoop Mayampurath" ], "a": 8, "ab": 3, "b": 0, "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": 12, "source_aliases": [ "BMI 826" ] } ] ``` ### statistics #### gpa 3.87 #### graded 292 #### counts * 233 * 45 * 12 * 1 * 1 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_95e27f9d5f80f72f742219fd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_95e27f9d5f80f72f742219fd-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_95e27f9d5f80f72f742219fd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_95e27f9d5f80f72f742219fd-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_95e27f9d5f80f72f742219fd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_95e27f9d5f80f72f742219fd-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.8698630136986303 #### count 292 #### university ##### size 5109 ##### gpa Percentile 70 ##### count Percentile 64 ##### median Count 181 ##### 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 | 8 | false | | 2.8–3.2 | 338 | false | | 3.2–3.6 | 1383 | false | | 3.6–4.0 | 3380 | true | #### departments ```json [ { "subject": "BMI", "comparison": { "size": 27, "gpaPercentile": 54, "countPercentile": 88, "medianCount": 130, "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": 0, "current": false }, { "range": "3.2–3.6", "count": 2, "current": false }, { "range": "3.6–4.0", "count": 25, "current": true } ] } } ] ``` ### terms #### 1132 ##### term 1132 ##### gpa 4 ##### count 5 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | #### 1134 ##### term 1134 ##### gpa 3.9166666666666665 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | #### 1154 ##### term 1154 ##### gpa 4 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | #### 1164 ##### term 1164 ##### gpa 4 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | #### 1172 ##### term 1172 ##### gpa 3.5 ##### count 5 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | #### 1182 ##### term 1182 ##### gpa 3.9615384615384617 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | #### 1184 ##### term 1184 ##### gpa 3.7777777777777777 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | #### 1192 ##### term 1192 ##### gpa 3.8125 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | #### 1194 ##### term 1194 ##### gpa 3.9375 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | #### 1202 ##### term 1202 ##### gpa 3.642857142857143 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | #### 1204 ##### term 1204 ##### gpa 3.921875 ##### count 32 ##### university ###### size 1012 ###### gpa Percentile 78 ###### count Percentile 6 ###### median Count 65.5 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 1 | false | | 2.8–3.2 | 25 | false | | 3.2–3.6 | 301 | false | | 3.6–4.0 | 685 | true | ##### departments | subject | comparison | | ------- | ---------- | | BMI | | #### 1212 ##### term 1212 ##### gpa 3.782608695652174 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | #### 1222 ##### term 1222 ##### gpa 3.775 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | #### 1224 ##### term 1224 ##### gpa 4 ##### count 4 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | #### 1232 ##### term 1232 ##### gpa 4 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | #### 1234 ##### term 1234 ##### gpa 3.8125 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | #### 1242 ##### term 1242 ##### gpa 3.9 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | #### 1254 ##### term 1254 ##### gpa 3.8636363636363638 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | BMI | | ### benchmarks #### all ##### school ###### size 5109 ###### gpa 3.6751129080675975 ###### top Share 82.75131171920323 ###### count 181 ##### BMI ###### size 27 ###### gpa 3.799078208242954 ###### top Share 90.61262147984468 ###### count 130 #### terms ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ## instructor Trends ```json [ { "uid": "instructor_d225b29b2e17e4be5092e5b3", "name": "SUSHMITA ROY", "count": 85, "terms": [ { "term": "1172", "count": 5, "sections": 1, "gpa": 3.5 }, { "term": "1192", "count": 16, "sections": 1, "gpa": 3.71875 }, { "term": "1202", "count": 14, "sections": 1, "gpa": 3.642857142857143 }, { "term": "1212", "count": 14, "sections": 1, "gpa": 3.7142857142857144 }, { "term": "1222", "count": 7, "sections": 1, "gpa": 3.357142857142857 }, { "term": "1232", "count": 14, "sections": 1, "gpa": 4 }, { "term": "1242", "count": 15, "sections": 1, "gpa": 3.9 } ] }, { "uid": "instructor_4dc0ed35fbec7f30ec13865e", "name": "KARL BROMAN", "count": 50, "terms": [ { "term": "1132", "count": 5, "sections": 1, "gpa": 4 }, { "term": "1154", "count": 26, "sections": 1, "gpa": 4 }, { "term": "1164", "count": 10, "sections": 1, "gpa": 4 }, { "term": "1204", "count": 9, "sections": 1, "gpa": 3.7222222222222223 } ] }, { "uid": "instructor_cafaea8cf84c9f716070cf2c", "name": "PILAR OSSORIO", "count": 50, "terms": [ { "term": "1184", "count": 11, "sections": 1, "gpa": 3.6363636363636362 }, { "term": "1194", "count": 16, "sections": 1, "gpa": 3.9375 }, { "term": "1204", "count": 23, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_09565037dfdbcb1508de6f59", "name": "JENNIFER BIRSTLER", "count": 30, "terms": [ { "term": "1182", "count": 13, "sections": 1, "gpa": 3.9615384615384617 }, { "term": "1192", "count": 8, "sections": 2, "gpa": 4 }, { "term": "1212", "count": 9, "sections": 2, "gpa": 3.888888888888889 } ] }, { "uid": "instructor_63f9b113517c02a597759955", "name": "MARK CRAVEN", "count": 29, "terms": [ { "term": "1232", "count": 14, "sections": 1, "gpa": 4 }, { "term": "1242", "count": 15, "sections": 1, "gpa": 3.9 } ] }, { "uid": "instructor_b7d8a6536950d3451c03e195", "name": "ANOOP MAYAMPURATH", "count": 24, "terms": [ { "term": "1234", "count": 13, "sections": 1, "gpa": 3.8076923076923075 }, { "term": "1254", "count": 11, "sections": 1, "gpa": 3.8636363636363638 } ] }, { "uid": "instructor_1aa801d796cd4d2f6d6b83aa", "name": "ANTHONY GITTER", "count": 21, "terms": [ { "term": "1202", "count": 14, "sections": 1, "gpa": 3.642857142857143 }, { "term": "1222", "count": 7, "sections": 1, "gpa": 3.357142857142857 } ] }, { "uid": "instructor_26cb97dac2a1ecf8269d5066", "name": "RYAN ZEA", "count": 21, "terms": [ { "term": "1182", "count": 13, "sections": 1, "gpa": 3.9615384615384617 }, { "term": "1192", "count": 8, "sections": 2, "gpa": 4 } ] }, { "uid": "instructor_5d180633ae97ec130cfb59eb", "name": "ENEIDA MENDONCA", "count": 19, "terms": [ { "term": "1134", "count": 12, "sections": 1, "gpa": 3.9166666666666665 }, { "term": "1184", "count": 7, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_8b6a57d53fb475630c7364bb", "name": "QIONGSHI LU", "count": 15, "terms": [ { "term": "1224", "count": 4, "sections": 1, "gpa": 4 }, { "term": "1234", "count": 11, "sections": 1, "gpa": 3.8181818181818183 } ] }, { "uid": "instructor_32eb8094ebab67c3f21911f5", "name": "HUAN LIANG", "count": 13, "terms": [ { "term": "1234", "count": 13, "sections": 1, "gpa": 3.8076923076923075 } ] }, { "uid": "instructor_fed8b1f5a10ba1f2cb2cd3d7", "name": "YIN LI", "count": 13, "terms": [ { "term": "1222", "count": 13, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_2840c28c4477b4bec34d4fbf", "name": "JIACHENG MIAO", "count": 11, "terms": [ { "term": "1234", "count": 11, "sections": 1, "gpa": 3.8181818181818183 } ] }, { "uid": "instructor_7f298bad5a23ca4c7166520b", "name": "YEONHEE PARK", "count": 6, "terms": [ { "term": "1232", "count": 6, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_4235101ade5f0ed82d5f2296", "name": "ZIJIE ZHAO", "count": 4, "terms": [ { "term": "1224", "count": 4, "sections": 1, "gpa": 4 } ] } ] ``` ## following None recorded.