# LIS 440: Navigating the Data Revolution: Concepts of Data & Information Science | UW–Madison [View on UW Courses](https://uwcourses.com/courses/LIS_440) ## 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 b2c8cd7ae5f1fc943e44b62fc93e63d0d71f9262a8b398443b4d9ae42637b9d4 ### course id LIS 440 ### course uid course\_eefb8f2e349aefa0dedfe2e4 ### catalog version id 8b64df736fa204925be28574e3b183176c608b3553eeb19a32d900620fd811a8 ### course number 440 ### subjects * LIS ### title NAVIGATING THE DATA REVOLUTION: CONCEPTS OF DATA & INFORMATION SCIENCE ### description Provides an introduction into the world of Data Science. Includes hands-on projects using scenarios involving analysis of real-world data and development of graphical visualizations. Introduces statistical tests, data management, data programming, data ethics and visualization of data. ### requirements text Satisfied Quantitative Reasoning (QR) A, satisfied Communications A, and sophomore standing ### credits min 3 ### credits max 3 ### credit offering ids * 1272:544:026071 ### llm job id enrich-03fec27af95860a0bfdd385b ### llm output id 84ef0c98665bec0e1f35204cbdeb2aae9c47dd6e947db07c1808f973cf0b7c3f ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary LIS 440 introduces data science concepts, covering statistical tests, data management, programming, ethics, and visualization through real-world projects. ### llm topics * Real-world data analysis * Data visualization * Data ethics ### llm skills * Graphical data visualization * Statistical tests * Data management * Data programming * Data ethics ### llm assumed background * Quantitative Reasoning A requirement * Communications A requirement ### llm search phrases * data science introduction * data visualization * statistical tests * data ethics * real-world data analysis ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 563a14e2af63aa482021f11fc320032df970a19a703d262b2acb35c204532969 #### course id LIS 440 #### current instructors ```json [ { "instructor_uid": "instructor_0c6e218296c258ea4f4f8ef3", "message": null, "name": "Jeff Nyhoff", "review_status": "supported", "rmp_instructor_id": "rmp:2840015", "summary": [ { "citations": [ { "instructor_name": "Jeff Nyhoff", "review_date": "2025-05-19 19:51:17 +0000 UTC", "review_id": "517e315fd3b1fabf63ad7245", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQxMzIzNzA3", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2025-12-10 14:55:34 +0000 UTC", "review_id": "76f9e87036d5ef9cca6321d5", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQyMTQ0OTIw", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2026-04-21 19:35:35 +0000 UTC", "review_id": "6206967edd16d95824eaa0ee", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQyNjYyNzU5", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" } ], "text": "Jeff Nyhoff teaches LIS 440 as an extremely easy course with repetitive assignments and minimal academic rigor. Reviewers criticize the boring lectures for providing little educational value, though one notes the content can be confusing. While some find him personally nice, others report lateness and tangents." }, { "citations": [ { "course_id": "LIS 440", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a311e696-5a49-3fa9-9765-5941461573ab", "source_record": { "entity_id": "a311e696-5a49-3fa9-9765-5941461573ab", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "LIS 440", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a311e696-5a49-3fa9-9765-5941461573ab", "source_record": { "entity_id": "a311e696-5a49-3fa9-9765-5941461573ab", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "LIS 440", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a311e696-5a49-3fa9-9765-5941461573ab", "source_record": { "entity_id": "a311e696-5a49-3fa9-9765-5941461573ab", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ], "text": "Recent recorded grades — Spring 2025: 3.81 GPA, 91.2% A/AB (n=102 letter grades); Fall 2025: 3.89 GPA, 92.7% A/AB (n=137 letter grades); Spring 2026: 3.91 GPA, 95.1% A/AB (n=103 letter grades). Includes jointly taught sections." } ] }, { "instructor_uid": "instructor_b67196387b28495531149a13", "message": "No course-specific reviews available", "name": "Maria Hyun", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] } ] ``` #### difficulty workload Assignments are repetitive with minor variable changes, and the course offers grace points, making it easy to achieve high grades with minimal effort. ```json { "citations": [ { "instructor_name": "Jeff Nyhoff", "review_date": "2025-05-19 19:51:17 +0000 UTC", "review_id": "517e315fd3b1fabf63ad7245", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQxMzIzNzA3", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2025-12-10 14:55:34 +0000 UTC", "review_id": "76f9e87036d5ef9cca6321d5", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQyMTQ0OTIw", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2026-04-21 19:35:35 +0000 UTC", "review_id": "6206967edd16d95824eaa0ee", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQyNjYyNzU5", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" } ] } ``` #### errors None recorded. #### historical context None recorded. #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Reviewers describe Jeff Nyhoff's LIS 440 as extremely easy with low difficulty, though opinions on quality vary from waste of money to sweet instruction. ```json { "citations": [ { "instructor_name": "Jeff Nyhoff", "review_date": "2025-05-19 19:51:17 +0000 UTC", "review_id": "517e315fd3b1fabf63ad7245", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQxMzIzNzA3", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2025-12-10 14:55:34 +0000 UTC", "review_id": "76f9e87036d5ef9cca6321d5", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQyMTQ0OTIw", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2026-04-21 19:35:35 +0000 UTC", "review_id": "6206967edd16d95824eaa0ee", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQyNjYyNzU5", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 3.81 GPA, 91.2% A/AB (n=102 letter grades); Fall 2025: 3.89 GPA, 92.7% A/AB (n=137 letter grades); Spring 2026: 3.91 GPA, 95.1% A/AB (n=103 letter grades). ```json { "citations": [ { "course_id": "LIS 440", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "a311e696-5a49-3fa9-9765-5941461573ab", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "LIS 440", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "a311e696-5a49-3fa9-9765-5941461573ab", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "LIS 440", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "a311e696-5a49-3fa9-9765-5941461573ab", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Lectures are criticized as boring or confusing, while the instructor is described as sweet but sometimes late or tangential. ```json { "citations": [ { "instructor_name": "Jeff Nyhoff", "review_date": "2025-12-10 14:55:34 +0000 UTC", "review_id": "76f9e87036d5ef9cca6321d5", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQyMTQ0OTIw", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2026-04-21 19:35:35 +0000 UTC", "review_id": "6206967edd16d95824eaa0ee", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQyNjYyNzU5", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history JEFF NYHOFF is recorded teaching in Spring 2023, Spring 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LIS 440", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a311e696-5a49-3fa9-9765-5941461573ab", "source_record": { "entity_id": "a311e696-5a49-3fa9-9765-5941461573ab", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "LIS 440", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a311e696-5a49-3fa9-9765-5941461573ab", "source_record": { "entity_id": "a311e696-5a49-3fa9-9765-5941461573ab", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "LIS 440", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a311e696-5a49-3fa9-9765-5941461573ab", "source_record": { "entity_id": "a311e696-5a49-3fa9-9765-5941461573ab", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "LIS 440", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a311e696-5a49-3fa9-9765-5941461573ab", "source_record": { "entity_id": "a311e696-5a49-3fa9-9765-5941461573ab", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "LIS 440", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a311e696-5a49-3fa9-9765-5941461573ab", "source_record": { "entity_id": "a311e696-5a49-3fa9-9765-5941461573ab", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2", "n3" ], "condition": null, "course": null, "evidence": "Satisfied Quantitative Reasoning (QR) A, satisfied Communications A, and sophomore standing", "id": "n0", "kind": "all" }, { "children": [], "condition": "Satisfied Quantitative Reasoning (QR) A", "course": null, "evidence": "Satisfied Quantitative Reasoning (QR) A", "id": "n1", "kind": "condition" }, { "children": [], "condition": "satisfied Communications A", "course": null, "evidence": "satisfied Communications A", "id": "n2", "kind": "condition" }, { "children": [], "condition": "sophomore standing", "course": null, "evidence": "sophomore standing", "id": "n3", "kind": "condition" } ] ``` #### notes * QR and Communications A are treated as condition nodes as no specific course ID is linked. * Standing requirement is a condition leaf. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_0c6e218296c258ea4f4f8ef3", "source": "enrollment", "source_instructor_id": "jnyhoff", "identity_basis": "netid", "identity_status": "source_identified", "name": "Jeff Nyhoff", "email": "JNYHOFF@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 37, "quality": 3.35, "difficulty": 1.43, "quality_count": 37, "difficulty_count": 37, "profile_id": "rmp:2840015", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "match_basis": "exact_name", "observed_at": "2026-09-07 16:33:48.086393+00:00", "courses": { "course_72fca04984de023263764214": { "review_count": 27, "quality": 3.81, "difficulty": 1.41, "quality_count": 27, "difficulty_count": 27 }, "course_eefb8f2e349aefa0dedfe2e4": { "review_count": 5, "quality": 2, "difficulty": 1, "quality_count": 5, "difficulty_count": 5 }, "course_28c3390ba944d49fd17f7c72": { "review_count": 5, "quality": 2.2, "difficulty": 2, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 3.4586616784374016, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/JEFF_NYHOFF" }, { "instructor_uid": "instructor_b67196387b28495531149a13", "source": "enrollment", "source_instructor_id": "mhyun6", "identity_basis": "netid", "identity_status": "source_identified", "name": "Maria Hyun", "email": "MHYUN6@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/MARIA_HYUN" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:544:026071", "course_id": "LIS 440", "course_uid": "course_eefb8f2e349aefa0dedfe2e4", "term_id": "1272", "source_course_id": "026071", "source_subject_id": "544", "title": "Navigating the Data Revolution: Concepts of Data & Information Science", "credits_min": 3, "credits_max": 3, "typically_offered": "Not Applicable" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:27677", "term_id": "1272", "source_section_id": "27677", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 150, "enrolled": 149, "waitlisted": 7, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_c1317e73aaa027ab4dd2cf0a", "source": "madgrades", "source_instructor_id": "1634724", "identity_basis": "source_id", "identity_status": "source_identified", "name": "B. HUTCHINS", "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": 3.857, "graded": 896, "counts": [ 716, 148, 22, 3, 0, 0, 7 ], "sections": 37 }, "instructor_url": "/instructors/B_HUTCHINS--instructor_c1317e73aaa027ab4dd2cf0a" }, { "instructor_uid": "instructor_16a2cf427f1a74aaf5b583cd", "source": "madgrades", "source_instructor_id": "6493017", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JEFF NYHOFF", "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": 37, "quality": 3.35, "difficulty": 1.43, "quality_count": 37, "difficulty_count": 37, "profile_id": "rmp:2840015", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "match_basis": "exact_name", "observed_at": "2026-09-07 16:33:48.086393+00:00", "courses": { "course_72fca04984de023263764214": { "review_count": 27, "quality": 3.81, "difficulty": 1.41, "quality_count": 27, "difficulty_count": 27 }, "course_eefb8f2e349aefa0dedfe2e4": { "review_count": 5, "quality": 2, "difficulty": 1, "quality_count": 5, "difficulty_count": 5 }, "course_28c3390ba944d49fd17f7c72": { "review_count": 5, "quality": 2.2, "difficulty": 2, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 3.4586616784374016, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.822, "graded": 1863, "counts": [ 1590, 108, 82, 38, 15, 11, 19 ], "sections": 26 }, "instructor_url": "/instructors/JEFF_NYHOFF--instructor_16a2cf427f1a74aaf5b583cd" }, { "instructor_uid": "instructor_630e90cd06047393d7244267", "source": "madgrades", "source_instructor_id": "6559209", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CHRISTIAN WILLIS", "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": 3.809, "graded": 102, "counts": [ 88, 5, 4, 2, 1, 0, 2 ], "sections": 1 }, "instructor_url": "/instructors/CHRISTIAN_WILLIS--instructor_630e90cd06047393d7244267" }, { "instructor_uid": "instructor_598e419259796e636c5b1531", "source": "madgrades", "source_instructor_id": "5404761", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LUKAS MATTHEWS", "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": 3.887, "graded": 137, "counts": [ 123, 4, 8, 1, 0, 0, 1 ], "sections": 1 }, "instructor_url": "/instructors/LUKAS_MATTHEWS--instructor_598e419259796e636c5b1531" }, { "instructor_uid": "instructor_0c6e218296c258ea4f4f8ef3", "source": "enrollment", "source_instructor_id": "jnyhoff", "identity_basis": "netid", "identity_status": "source_identified", "name": "Jeff Nyhoff", "email": "JNYHOFF@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 37, "quality": 3.35, "difficulty": 1.43, "quality_count": 37, "difficulty_count": 37, "profile_id": "rmp:2840015", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "match_basis": "exact_name", "observed_at": "2026-09-07 16:33:48.086393+00:00", "courses": { "course_72fca04984de023263764214": { "review_count": 27, "quality": 3.81, "difficulty": 1.41, "quality_count": 27, "difficulty_count": 27 }, "course_eefb8f2e349aefa0dedfe2e4": { "review_count": 5, "quality": 2, "difficulty": 1, "quality_count": 5, "difficulty_count": 5 }, "course_28c3390ba944d49fd17f7c72": { "review_count": 5, "quality": 2.2, "difficulty": 2, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 3.4586616784374016, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/JEFF_NYHOFF" }, { "instructor_uid": "instructor_b67196387b28495531149a13", "source": "enrollment", "source_instructor_id": "mhyun6", "identity_basis": "netid", "identity_status": "source_identified", "name": "Maria Hyun", "email": "MHYUN6@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/MARIA_HYUN" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 440", "course_uid": "course_eefb8f2e349aefa0dedfe2e4", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "B. Hutchins" ], "a": 4, "ab": 1, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 6, "source_aliases": [ "LIS 440" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 440", "course_uid": "course_eefb8f2e349aefa0dedfe2e4", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Jeff Nyhoff" ], "a": 24, "ab": 2, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 2, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 31, "source_aliases": [ "LIS 440" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 440", "course_uid": "course_eefb8f2e349aefa0dedfe2e4", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "B. Hutchins" ], "a": 50, "ab": 16, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 3, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 71, "source_aliases": [ "LIS 440" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 440", "course_uid": "course_eefb8f2e349aefa0dedfe2e4", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Jeff Nyhoff" ], "a": 45, "ab": 2, "b": 1, "bc": 1, "c": 1, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 51, "source_aliases": [ "LIS 440" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 440", "course_uid": "course_eefb8f2e349aefa0dedfe2e4", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "B. Hutchins" ], "a": 63, "ab": 6, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 72, "source_aliases": [ "LIS 440" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 440", "course_uid": "course_eefb8f2e349aefa0dedfe2e4", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "CHRISTIAN WILLIS", "Jeff Nyhoff" ], "a": 88, "ab": 5, "b": 4, "bc": 2, "c": 1, "d": 0, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 102, "source_aliases": [ "LIS 440" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 440", "course_uid": "course_eefb8f2e349aefa0dedfe2e4", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Jeff Nyhoff", "LUKAS MATTHEWS" ], "a": 123, "ab": 4, "b": 8, "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": 0, "other": 0, "total": 137, "source_aliases": [ "LIS 440" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 440", "course_uid": "course_eefb8f2e349aefa0dedfe2e4", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Jeff Nyhoff" ], "a": 96, "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": 0, "other": 0, "total": 103, "source_aliases": [ "LIS 440" ] } ] ``` ### statistics #### gpa 3.826 #### graded 571 #### counts * 493 * 38 * 21 * 5 * 2 * 0 * 12 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_eefb8f2e349aefa0dedfe2e4-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_eefb8f2e349aefa0dedfe2e4-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_eefb8f2e349aefa0dedfe2e4-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_eefb8f2e349aefa0dedfe2e4-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_eefb8f2e349aefa0dedfe2e4-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_eefb8f2e349aefa0dedfe2e4-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_eefb8f2e349aefa0dedfe2e4-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_eefb8f2e349aefa0dedfe2e4-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_eefb8f2e349aefa0dedfe2e4-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_eefb8f2e349aefa0dedfe2e4-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.8257443082311733 #### count 571 #### university ##### size 4176 ##### gpa Percentile 60 ##### count Percentile 88 ##### median Count 115 ##### 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 | 228 | false | | 3.2–3.6 | 1027 | false | | 3.6–4.0 | 2909 | true | #### departments ```json [ { "subject": "LIS", "comparison": { "size": 58, "gpaPercentile": 39, "countPercentile": 86, "medianCount": 161, "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": 6, "current": false }, { "range": "3.6–4.0", "count": 52, "current": true } ] } } ] ``` ### terms #### 1232 ##### term 1232 ##### gpa 3.25 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1234 ##### term 1234 ##### gpa 3.6551724137931036 ##### count 29 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1242 ##### term 1242 ##### gpa 3.6901408450704225 ##### count 71 ##### university ###### size 1295 ###### gpa Percentile 53 ###### count Percentile 52 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 162 | false | | 3.2–3.6 | 394 | false | | 3.6–4.0 | 726 | true | ##### departments ```json [ { "subject": "LIS", "comparison": { "size": 21, "gpaPercentile": 35, "countPercentile": 50, "medianCount": 71, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 1, "current": false }, { "range": "3.2–3.6", "count": 2, "current": false }, { "range": "3.6–4.0", "count": 18, "current": true } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.8137254901960786 ##### count 51 ##### university ###### size 1241 ###### gpa Percentile 70 ###### count Percentile 37 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 9 | false | | 2.8–3.2 | 151 | false | | 3.2–3.6 | 373 | false | | 3.6–4.0 | 706 | true | ##### departments ```json [ { "subject": "LIS", "comparison": { "size": 23, "gpaPercentile": 55, "countPercentile": 55, "medianCount": 43, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 1, "current": false }, { "range": "3.2–3.6", "count": 1, "current": false }, { "range": "3.6–4.0", "count": 21, "current": true } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.875 ##### count 72 ##### university ###### size 1333 ###### gpa Percentile 77 ###### count Percentile 51 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 115 | false | | 3.2–3.6 | 431 | false | | 3.6–4.0 | 773 | true | ##### departments ```json [ { "subject": "LIS", "comparison": { "size": 22, "gpaPercentile": 57, "countPercentile": 57, "medianCount": 64, "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": 20, "current": true } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.8088235294117645 ##### count 102 ##### university ###### size 1289 ###### gpa Percentile 67 ###### count Percentile 72 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 128 | false | | 3.2–3.6 | 379 | false | | 3.6–4.0 | 765 | true | ##### departments ```json [ { "subject": "LIS", "comparison": { "size": 22, "gpaPercentile": 57, "countPercentile": 67, "medianCount": 71.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 19, "current": true } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.886861313868613 ##### count 137 ##### university ###### size 1320 ###### gpa Percentile 77 ###### count Percentile 77 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 8 | false | | 2.8–3.2 | 133 | false | | 3.2–3.6 | 381 | false | | 3.6–4.0 | 797 | true | ##### departments ```json [ { "subject": "LIS", "comparison": { "size": 22, "gpaPercentile": 57, "countPercentile": 76, "medianCount": 89.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 17, "current": true } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.907766990291262 ##### count 103 ##### university ###### size 1283 ###### gpa Percentile 80 ###### count Percentile 71 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 20 | false | | 2.8–3.2 | 130 | false | | 3.2–3.6 | 343 | false | | 3.6–4.0 | 789 | true | ##### departments ```json [ { "subject": "LIS", "comparison": { "size": 26, "gpaPercentile": 76, "countPercentile": 68, "medianCount": 68.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 4, "current": false }, { "range": "3.6–4.0", "count": 22, "current": true } ] } } ] ``` ### benchmarks #### all ##### school ###### size 4176 ###### gpa 3.697918145556694 ###### top Share 84.20846543469554 ###### count 115 ##### LIS ###### size 58 ###### gpa 3.821952636435895 ###### top Share 92.07455345055126 ###### count 161 #### terms ##### 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 ###### LIS ###### size 12 ###### gpa 3.823506024254057 ###### top Share 92.61444646373904 ###### count 52.5 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### LIS ###### size 21 ###### gpa 3.7798109571537672 ###### top Share 89.96354041118646 ###### count 71 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### LIS ###### size 23 ###### gpa 3.7785046032731033 ###### top Share 90.26192741317158 ###### count 43 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### LIS ###### size 22 ###### gpa 3.812010001587644 ###### top Share 91.12079947643103 ###### count 64 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### LIS ###### size 22 ###### gpa 3.7638187275898236 ###### top Share 89.4253626336275 ###### count 71.5 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### LIS ###### size 22 ###### gpa 3.7696395303678063 ###### top Share 89.8756587241882 ###### count 89.5 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### LIS ###### size 26 ###### gpa 3.7763648214424603 ###### top Share 89.64354345968482 ###### count 68.5 ## instructor Trends ```json [ { "uid": "instructor_16a2cf427f1a74aaf5b583cd", "name": "JEFF NYHOFF", "count": 422, "terms": [ { "term": "1234", "count": 29, "sections": 1, "gpa": 3.6551724137931036 }, { "term": "1244", "count": 51, "sections": 1, "gpa": 3.8137254901960786 }, { "term": "1254", "count": 102, "sections": 1, "gpa": 3.8088235294117645 }, { "term": "1262", "count": 137, "sections": 1, "gpa": 3.886861313868613 }, { "term": "1264", "count": 103, "sections": 1, "gpa": 3.907766990291262 } ] }, { "uid": "instructor_c1317e73aaa027ab4dd2cf0a", "name": "B. HUTCHINS", "count": 149, "terms": [ { "term": "1232", "count": 6, "sections": 1, "gpa": 3.25 }, { "term": "1242", "count": 71, "sections": 2, "gpa": 3.6901408450704225 }, { "term": "1252", "count": 72, "sections": 1, "gpa": 3.875 } ] }, { "uid": "instructor_598e419259796e636c5b1531", "name": "LUKAS MATTHEWS", "count": 137, "terms": [ { "term": "1262", "count": 137, "sections": 1, "gpa": 3.886861313868613 } ] }, { "uid": "instructor_630e90cd06047393d7244267", "name": "CHRISTIAN WILLIS", "count": 102, "terms": [ { "term": "1254", "count": 102, "sections": 1, "gpa": 3.8088235294117645 } ] } ] ``` ## following None recorded. ## projection ### target 1272 ### gpa 3.8313735470138046 ### grades | grade | percentage | | ----- | ------------------- | | A | 83.9555100135334 | | AB | 9.839717175053833 | | B | 4.042809500829849 | | BC | 0.29915041282756966 | | C | 0 | | D | 0 | | F | 1.862812897755351 | ### source Terms * 1262 * 1252 * 1242 ### source Count 280 ### same Season true ### historical Range * 3.690140845070422 * 3.8868613138686134