# LIS 603: Research and Assessment for Information Professionals | UW–Madison [View on UW Courses](https://uwcourses.com/courses/LIS_603) ## 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 e55a7239c2eac5944a68d970c31cf8676e5c06e159c295c54b507eaa168f4883 ### course id LIS 603 ### course uid course\_a86f6d2ba374522c2809b744 ### catalog version id 5321296fab387e16a96aabe6e37db8e265177de40177194677ea0218b6364d23 ### course number 603 ### subjects * LIS ### title RESEARCH AND ASSESSMENT FOR INFORMATION PROFESSIONALS ### description Introduces students to research, evaluation and assessment practices. Prepares students to design and implement a research or assessment project. Provides an overview of commonly employed data collection methodologies and introduces students to both qualitative and quantitative analysis approaches that may be employed in evaluation, assessment and research. ### requirements text Graduate/professional standing ### credits min 3 ### credits max 3 ### credit offering ids * 1272:544:011205 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 9543a096986cf2799975c89893c2ea600a596aae20ec7946f427121095113cb8 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary LIS 603 introduces research, evaluation, and assessment practices for information professionals, covering project design and data analysis. ### llm topics * Research, evaluation, and assessment practices * Data collection methodologies * Qualitative and quantitative analysis ### llm skills * Design and implement research or assessment projects * Employ data collection methodologies * Apply qualitative and quantitative analysis approaches ### llm assumed background None recorded. ### llm search phrases * research methods LIS * assessment design information science * qualitative quantitative analysis graduate * data collection methodologies evaluation ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 3dbb94a02d2182854583b35f2e780a6151039b0e47958dfc769129320036b27d #### course id LIS 603 #### current instructors ```json [ { "instructor_uid": "instructor_33d71ea03db7915597986b9b", "message": "No course-specific reviews available", "name": "Kyung-Sun Kim", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:841888", "summary": [ { "citations": [ { "course_id": "LIS 603", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "source_record": { "entity_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "LIS 603", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "source_record": { "entity_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "LIS 603", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "source_record": { "entity_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ], "text": "Recent recorded grades — Spring 2022: 3.75 GPA, 92.9% A/AB (n=28 letter grades); Spring 2024: 3.90 GPA, 100.0% A/AB (n=15 letter grades); Spring 2026: 3.57 GPA, 86.7% A/AB (n=15 letter grades)." } ] }, { "instructor_uid": "instructor_7ce93bf560dbe114768a6915", "message": "No course-specific reviews available", "name": "Margaret Smith", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_4448896b07f6253e3ec42d9f", "message": "No course-specific reviews available", "name": "Rebekah Willett", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1959510", "summary": [ { "citations": [ { "course_id": "LIS 603", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "source_record": { "entity_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "LIS 603", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "source_record": { "entity_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "LIS 603", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "source_record": { "entity_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2024: 3.98 GPA, 100.0% A/AB (n=20 letter grades); Spring 2025: 3.98 GPA, 100.0% A/AB (n=28 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=17 letter grades)." } ] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Spring 2025: 3.89 GPA, 96.3% A/AB (n=54 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=17 letter grades); Spring 2026: 3.57 GPA, 86.7% A/AB (n=15 letter grades). ```json { "citations": [ { "course_id": "LIS 603", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "LIS 603", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "LIS 603", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history KYUNG-SUN KIM is recorded teaching in Fall 2016, Fall 2017, Spring 2022, Spring 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LIS 603", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "source_record": { "entity_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "LIS 603", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "source_record": { "entity_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "LIS 603", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "source_record": { "entity_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "LIS 603", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "source_record": { "entity_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "LIS 603", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "source_record": { "entity_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" }, { "course_id": "LIS 603", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "source_record": { "entity_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` REBEKAH WILLETT is recorded teaching in Fall 2018, Spring 2019, Fall 2023, Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LIS 603", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "source_record": { "entity_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "LIS 603", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "source_record": { "entity_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "LIS 603", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "source_record": { "entity_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "LIS 603", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "source_record": { "entity_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "LIS 603", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "source_record": { "entity_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "LIS 603", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "source_record": { "entity_id": "ef98dfe8-0274-31a6-8b15-af0e928055ea", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Graduate/professional standing", "course": null, "evidence": "Graduate/professional standing", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_33d71ea03db7915597986b9b", "source": "enrollment", "source_instructor_id": "kyungsunkim", "identity_basis": "netid", "identity_status": "source_identified", "name": "Kyung-Sun Kim", "email": "KSKIM@ISCHOOL.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": 10, "quality": 3, "difficulty": 3.4, "quality_count": 10, "difficulty_count": 10, "profile_id": "rmp:841888", "source_url": "https://www.ratemyprofessors.com/professor/841888", "match_basis": "exact_name", "observed_at": "2026-09-07 16:25:10.989355+00:00", "courses": { "course_6b4c5f0ceb50172181f86d5e": { "review_count": 4, "quality": 2.5, "difficulty": 4.25, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 3.439790522364397, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/KYUNG-SUN_KIM" }, { "instructor_uid": "instructor_7ce93bf560dbe114768a6915", "source": "enrollment", "source_instructor_id": "msmith68", "identity_basis": "netid", "identity_status": "source_identified", "name": "Margaret Smith", "email": "MSMITH68@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/MARGARET_SMITH" }, { "instructor_uid": "instructor_4448896b07f6253e3ec42d9f", "source": "enrollment", "source_instructor_id": "rwillett", "identity_basis": "netid", "identity_status": "source_identified", "name": "Rebekah Willett", "email": "RWILLETT@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": 14, "quality": 4.07, "difficulty": 2.07, "quality_count": 14, "difficulty_count": 14, "profile_id": "rmp:1959510", "source_url": "https://www.ratemyprofessors.com/professor/1959510", "match_basis": "exact_name", "observed_at": "2026-09-07 16:10:18.456964+00:00", "courses": { "course_cb5acae1162feabfa69f9658": { "review_count": 4, "quality": 3.75, "difficulty": 2.25, "quality_count": 4, "difficulty_count": 4 }, "course_195b34643875b4af72811020": { "review_count": 9, "quality": 4.22, "difficulty": 1.78, "quality_count": 9, "difficulty_count": 9 }, "course_89e2bb4fead8eb82521626c6": { "review_count": 1, "quality": 4, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.82863869620388, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/REBEKAH_WILLETT" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:544:011205", "course_id": "LIS 603", "course_uid": "course_a86f6d2ba374522c2809b744", "term_id": "1272", "source_course_id": "011205", "source_subject_id": "544", "title": "Research and Assessment for Information Professionals", "credits_min": 3, "credits_max": 3, "typically_offered": "Occasionally" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:18181", "term_id": "1272", "source_section_id": "18181", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 30, "enrolled": 31, "waitlisted": 1, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:35685", "term_id": "1272", "source_section_id": "35685", "identity_basis": "class_number", "section_number": "002", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 30, "enrolled": 25, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:35686", "term_id": "1272", "source_section_id": "35686", "identity_basis": "class_number", "section_number": "003", "section_type": "LEC", "instruction_mode": "Online Only", "capacity": 50, "enrolled": 29, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_fd6e2f9db7f20a013fb718e0", "source": "madgrades", "source_instructor_id": "3368498", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KYUNG-SUN KIM", "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": 3, "difficulty": 3.4, "quality_count": 10, "difficulty_count": 10, "profile_id": "rmp:841888", "source_url": "https://www.ratemyprofessors.com/professor/841888", "match_basis": "exact_name", "observed_at": "2026-09-07 16:25:10.989355+00:00", "courses": { "course_6b4c5f0ceb50172181f86d5e": { "review_count": 4, "quality": 2.5, "difficulty": 4.25, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 3.439790522364397, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.807, "graded": 750, "counts": [ 548, 149, 39, 6, 5, 0, 3 ], "sections": 92 }, "instructor_url": "/instructors/KYUNG-SUN_KIM--instructor_fd6e2f9db7f20a013fb718e0" }, { "instructor_uid": "instructor_b3c95f0a33bef0659ca7b18a", "source": "madgrades", "source_instructor_id": "3128474", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KRISTIN ESCHENFELDER", "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": 4.2, "difficulty": 1.6, "quality_count": 10, "difficulty_count": 10, "profile_id": "rmp:841892", "source_url": "https://www.ratemyprofessors.com/professor/841892", "match_basis": "exact_name", "observed_at": "2026-09-07 16:25:30.584429+00:00", "courses": { "course_b7124aab0f885840575f8fab": { "review_count": 3, "quality": 4.67, "difficulty": 2, "quality_count": 3, "difficulty_count": 3 }, "course_195b34643875b4af72811020": { "review_count": 5, "quality": 4.2, "difficulty": 1.4, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 3.839790522364397, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.665, "graded": 988, "counts": [ 592, 220, 121, 33, 18, 2, 2 ], "sections": 104 }, "instructor_url": "/instructors/KRISTIN_ESCHENFELDER--instructor_b3c95f0a33bef0659ca7b18a" }, { "instructor_uid": "instructor_c5f8a149bd742442fa834995", "source": "madgrades", "source_instructor_id": "4931230", "identity_basis": "source_id", "identity_status": "source_identified", "name": "REBEKAH WILLETT", "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": 14, "quality": 4.07, "difficulty": 2.07, "quality_count": 14, "difficulty_count": 14, "profile_id": "rmp:1959510", "source_url": "https://www.ratemyprofessors.com/professor/1959510", "match_basis": "exact_name", "observed_at": "2026-09-07 16:10:18.456964+00:00", "courses": { "course_cb5acae1162feabfa69f9658": { "review_count": 4, "quality": 3.75, "difficulty": 2.25, "quality_count": 4, "difficulty_count": 4 }, "course_195b34643875b4af72811020": { "review_count": 9, "quality": 4.22, "difficulty": 1.78, "quality_count": 9, "difficulty_count": 9 }, "course_89e2bb4fead8eb82521626c6": { "review_count": 1, "quality": 4, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.82863869620388, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.786, "graded": 2478, "counts": [ 1880, 345, 158, 43, 31, 10, 11 ], "sections": 99 }, "instructor_url": "/instructors/REBEKAH_WILLETT--instructor_c5f8a149bd742442fa834995" }, { "instructor_uid": "instructor_4b6b4167083c62b798d98765", "source": "madgrades", "source_instructor_id": "4715708", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MEI ZHANG", "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": 3.881, "graded": 105, "counts": [ 82, 21, 2, 0, 0, 0, 0 ], "sections": 12 }, "instructor_url": "/instructors/MEI_ZHANG--instructor_4b6b4167083c62b798d98765" }, { "instructor_uid": "instructor_4f701efebf8a172e46b52c2c", "source": "madgrades", "source_instructor_id": "977326", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TIMOTHY ELFENBEIN", "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": 4, "graded": 33, "counts": [ 33, 0, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/TIMOTHY_ELFENBEIN" }, { "instructor_uid": "instructor_797f633eac826e1067246f7f", "source": "madgrades", "source_instructor_id": "3633213", "identity_basis": "source_id", "identity_status": "source_identified", "name": "NIKKI WIESSINGER", "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": 3.943, "graded": 88, "counts": [ 83, 2, 1, 2, 0, 0, 0 ], "sections": 10 }, "instructor_url": "/instructors/NIKKI_WIESSINGER--instructor_797f633eac826e1067246f7f" }, { "instructor_uid": "instructor_fdd4fa1dcdf1b79dbdac9235", "source": "madgrades", "source_instructor_id": "3495689", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHAEL ZENZ", "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": 3.825, "graded": 20, "counts": [ 17, 1, 1, 0, 1, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/MICHAEL_ZENZ--instructor_fdd4fa1dcdf1b79dbdac9235" }, { "instructor_uid": "instructor_6553d2aa79d41664a33314b2", "source": "madgrades", "source_instructor_id": "705942", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHAEL PFLIEGER", "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": 4, "graded": 11, "counts": [ 11, 0, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/MICHAEL_PFLIEGER--instructor_6553d2aa79d41664a33314b2" }, { "instructor_uid": "instructor_52ee5419aa6b3339be5df091", "source": "madgrades", "source_instructor_id": "6225836", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JUNG SUN OH", "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": 3.686, "graded": 159, "counts": [ 103, 31, 16, 5, 2, 1, 1 ], "sections": 30 }, "instructor_url": "/instructors/JUNG_SUN_OH" }, { "instructor_uid": "instructor_6c91346d3cbe84724f155f80", "source": "madgrades", "source_instructor_id": "6406218", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BRANDI PORTER", "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": 3.922, "graded": 204, "counts": [ 176, 25, 2, 1, 0, 0, 0 ], "sections": 20 }, "instructor_url": "/instructors/BRANDI_PORTER" }, { "instructor_uid": "instructor_ab417a15fb920265f7b1295a", "source": "madgrades", "source_instructor_id": "6411250", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DEANZA WILLIAMS", "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": 3.945, "graded": 326, "counts": [ 308, 12, 4, 0, 0, 0, 2 ], "sections": 25 }, "instructor_url": "/instructors/DEANZA_WILLIAMS--instructor_ab417a15fb920265f7b1295a" }, { "instructor_uid": "instructor_33d71ea03db7915597986b9b", "source": "enrollment", "source_instructor_id": "kyungsunkim", "identity_basis": "netid", "identity_status": "source_identified", "name": "Kyung-Sun Kim", "email": "KSKIM@ISCHOOL.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": 10, "quality": 3, "difficulty": 3.4, "quality_count": 10, "difficulty_count": 10, "profile_id": "rmp:841888", "source_url": "https://www.ratemyprofessors.com/professor/841888", "match_basis": "exact_name", "observed_at": "2026-09-07 16:25:10.989355+00:00", "courses": { "course_6b4c5f0ceb50172181f86d5e": { "review_count": 4, "quality": 2.5, "difficulty": 4.25, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 3.439790522364397, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/KYUNG-SUN_KIM" }, { "instructor_uid": "instructor_4448896b07f6253e3ec42d9f", "source": "enrollment", "source_instructor_id": "rwillett", "identity_basis": "netid", "identity_status": "source_identified", "name": "Rebekah Willett", "email": "RWILLETT@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": 14, "quality": 4.07, "difficulty": 2.07, "quality_count": 14, "difficulty_count": 14, "profile_id": "rmp:1959510", "source_url": "https://www.ratemyprofessors.com/professor/1959510", "match_basis": "exact_name", "observed_at": "2026-09-07 16:10:18.456964+00:00", "courses": { "course_cb5acae1162feabfa69f9658": { "review_count": 4, "quality": 3.75, "difficulty": 2.25, "quality_count": 4, "difficulty_count": 4 }, "course_195b34643875b4af72811020": { "review_count": 9, "quality": 4.22, "difficulty": 1.78, "quality_count": 9, "difficulty_count": 9 }, "course_89e2bb4fead8eb82521626c6": { "review_count": 1, "quality": 4, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.82863869620388, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/REBEKAH_WILLETT" }, { "instructor_uid": "instructor_7ce93bf560dbe114768a6915", "source": "enrollment", "source_instructor_id": "msmith68", "identity_basis": "netid", "identity_status": "source_identified", "name": "Margaret Smith", "email": "MSMITH68@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/MARGARET_SMITH" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 603", "course_uid": "course_a86f6d2ba374522c2809b744", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "Kyung-Sun Kim" ], "a": 15, "ab": 8, "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": 26, "source_aliases": [ "LIS 603" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 603", "course_uid": "course_a86f6d2ba374522c2809b744", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "Kristin Eschenfelder" ], "a": 18, "ab": 9, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 29, "source_aliases": [ "LIS 603" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 603", "course_uid": "course_a86f6d2ba374522c2809b744", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Kyung-Sun Kim" ], "a": 23, "ab": 2, "b": 0, "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": 26, "source_aliases": [ "LIS 603" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 603", "course_uid": "course_a86f6d2ba374522c2809b744", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "Kristin Eschenfelder" ], "a": 19, "ab": 4, "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": 24, "source_aliases": [ "LIS 603" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 603", "course_uid": "course_a86f6d2ba374522c2809b744", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "Rebekah Willett" ], "a": 39, "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": 40, "source_aliases": [ "LIS 603" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 603", "course_uid": "course_a86f6d2ba374522c2809b744", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "MEI ZHANG", "Rebekah Willett" ], "a": 39, "ab": 16, "b": 1, "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": 58, "source_aliases": [ "LIS 603" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 603", "course_uid": "course_a86f6d2ba374522c2809b744", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Kristin Eschenfelder" ], "a": 20, "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": 25, "source_aliases": [ "LIS 603" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 603", "course_uid": "course_a86f6d2ba374522c2809b744", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "NIKKI WIESSINGER", "TIMOTHY ELFENBEIN" ], "a": 50, "ab": 2, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 1, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 53, "source_aliases": [ "LIS 603" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 603", "course_uid": "course_a86f6d2ba374522c2809b744", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "NIKKI WIESSINGER" ], "a": 15, "ab": 0, "b": 1, "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": 18, "source_aliases": [ "LIS 603" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 603", "course_uid": "course_a86f6d2ba374522c2809b744", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "MICHAEL ZENZ" ], "a": 17, "ab": 1, "b": 1, "bc": 0, "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": 20, "source_aliases": [ "LIS 603" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 603", "course_uid": "course_a86f6d2ba374522c2809b744", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Kristin Eschenfelder", "Kyung-Sun Kim" ], "a": 29, "ab": 11, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 42, "source_aliases": [ "LIS 603" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 603", "course_uid": "course_a86f6d2ba374522c2809b744", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "MICHAEL PFLIEGER" ], "a": 11, "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": 11, "source_aliases": [ "LIS 603" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 603", "course_uid": "course_a86f6d2ba374522c2809b744", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "JUNG SUN OH", "NIKKI WIESSINGER" ], "a": 43, "ab": 3, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 48, "source_aliases": [ "LIS 603" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 603", "course_uid": "course_a86f6d2ba374522c2809b744", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Rebekah Willett" ], "a": 19, "ab": 1, "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": 21, "source_aliases": [ "LIS 603" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 603", "course_uid": "course_a86f6d2ba374522c2809b744", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "BRANDI PORTER", "Kyung-Sun Kim" ], "a": 36, "ab": 7, "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": 43, "source_aliases": [ "LIS 603" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 603", "course_uid": "course_a86f6d2ba374522c2809b744", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Rebekah Willett" ], "a": 19, "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": 20, "source_aliases": [ "LIS 603" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 603", "course_uid": "course_a86f6d2ba374522c2809b744", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "DeAnza Williams", "Rebekah Willett" ], "a": 50, "ab": 2, "b": 1, "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": 54, "source_aliases": [ "LIS 603" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 603", "course_uid": "course_a86f6d2ba374522c2809b744", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Rebekah Willett" ], "a": 17, "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": 17, "source_aliases": [ "LIS 603" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 603", "course_uid": "course_a86f6d2ba374522c2809b744", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Kyung-Sun Kim" ], "a": 11, "ab": 2, "b": 0, "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": 15, "source_aliases": [ "LIS 603" ] } ] ``` ### statistics #### gpa 3.879 #### graded 589 #### counts * 490 * 75 * 15 * 6 * 1 * 0 * 2 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_a86f6d2ba374522c2809b744-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_a86f6d2ba374522c2809b744-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_a86f6d2ba374522c2809b744-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_a86f6d2ba374522c2809b744-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_a86f6d2ba374522c2809b744-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_a86f6d2ba374522c2809b744-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_a86f6d2ba374522c2809b744-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_a86f6d2ba374522c2809b744-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.8786078098471988 #### count 589 #### university ##### size 5214 ##### gpa Percentile 70 ##### count Percentile 81 ##### median Count 168 ##### 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 | 272 | false | | 3.2–3.6 | 1316 | false | | 3.6–4.0 | 3617 | true | #### departments ```json [ { "subject": "LIS", "comparison": { "size": 66, "gpaPercentile": 58, "countPercentile": 83, "medianCount": 245.5, "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": 1, "current": false }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 60, "current": true } ] } } ] ``` ### terms #### 1172 ##### term 1172 ##### gpa 3.730769230769231 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1174 ##### term 1174 ##### gpa 3.7758620689655173 ##### count 29 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1182 ##### term 1182 ##### gpa 3.9038461538461537 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1184 ##### term 1184 ##### gpa 3.875 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1192 ##### term 1192 ##### gpa 3.9875 ##### count 40 ##### university ###### size 1077 ###### gpa Percentile 96 ###### count Percentile 21 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 203 | false | | 3.2–3.6 | 370 | false | | 3.6–4.0 | 481 | true | ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1194 ##### term 1194 ##### gpa 3.793103448275862 ##### count 58 ##### university ###### size 1040 ###### gpa Percentile 76 ###### count Percentile 42 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 220 | false | | 3.2–3.6 | 342 | false | | 3.6–4.0 | 454 | true | ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1202 ##### term 1202 ##### gpa 3.9 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1204 ##### term 1204 ##### gpa 3.980769230769231 ##### count 52 ##### university ###### size 1012 ###### gpa Percentile 90 ###### count Percentile 39 ###### 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 | | ------- | ---------- | | LIS | | #### 1212 ##### term 1212 ##### gpa 3.7777777777777777 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1222 ##### term 1222 ##### gpa 3.825 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1224 ##### term 1224 ##### gpa 3.8214285714285716 ##### count 42 ##### university ###### size 1171 ###### gpa Percentile 72 ###### count Percentile 26 ###### median Count 64 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 21 | false | | 2.8–3.2 | 173 | false | | 3.2–3.6 | 358 | false | | 3.6–4.0 | 616 | true | ##### departments ```json [ { "subject": "LIS", "comparison": { "size": 12, "gpaPercentile": 9, "countPercentile": 36, "medianCount": 54.5, "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": 0, "current": false }, { "range": "3.6–4.0", "count": 12, "current": true } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 4 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1234 ##### term 1234 ##### gpa 3.9270833333333335 ##### count 48 ##### university ###### size 1188 ###### gpa Percentile 86 ###### count Percentile 33 ###### 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 | 3 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 144 | false | | 3.2–3.6 | 374 | false | | 3.6–4.0 | 650 | true | ##### departments ```json [ { "subject": "LIS", "comparison": { "size": 12, "gpaPercentile": 91, "countPercentile": 45, "medianCount": 52.5, "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": 0, "current": false }, { "range": "3.6–4.0", "count": 12, "current": true } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 3.9285714285714284 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1244 ##### term 1244 ##### gpa 3.9186046511627906 ##### count 43 ##### university ###### size 1241 ###### gpa Percentile 83 ###### count Percentile 27 ###### 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": 82, "countPercentile": 50, "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 3.975 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1254 ##### term 1254 ##### gpa 3.888888888888889 ##### count 54 ##### university ###### size 1289 ###### gpa Percentile 79 ###### count Percentile 40 ###### 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": 76, "countPercentile": 38, "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 4 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1264 ##### term 1264 ##### gpa 3.566666666666667 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | ### benchmarks #### all ##### school ###### size 5214 ###### gpa 3.696659205827821 ###### top Share 84.09386529768354 ###### count 168 ##### LIS ###### size 66 ###### gpa 3.821312579114675 ###### top Share 92.10353174407818 ###### count 245.5 #### terms ##### 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 ###### LIS ###### size 11 ###### gpa 3.8787860078339502 ###### top Share 94.66576641579059 ###### count 73 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ###### LIS ###### size 12 ###### gpa 3.881349891576495 ###### top Share 94.91067374910642 ###### count 54.5 ##### 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_c5f8a149bd742442fa834995", "name": "REBEKAH WILLETT", "count": 161, "terms": [ { "term": "1192", "count": 40, "sections": 1, "gpa": 3.9875 }, { "term": "1194", "count": 35, "sections": 1, "gpa": 3.742857142857143 }, { "term": "1242", "count": 21, "sections": 1, "gpa": 3.9285714285714284 }, { "term": "1252", "count": 20, "sections": 1, "gpa": 3.975 }, { "term": "1254", "count": 28, "sections": 1, "gpa": 3.982142857142857 }, { "term": "1262", "count": 17, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_fd6e2f9db7f20a013fb718e0", "name": "KYUNG-SUN KIM", "count": 110, "terms": [ { "term": "1172", "count": 26, "sections": 1, "gpa": 3.730769230769231 }, { "term": "1182", "count": 26, "sections": 1, "gpa": 3.9038461538461537 }, { "term": "1224", "count": 28, "sections": 1, "gpa": 3.75 }, { "term": "1244", "count": 15, "sections": 1, "gpa": 3.9 }, { "term": "1264", "count": 15, "sections": 2, "gpa": 3.566666666666667 } ] }, { "uid": "instructor_b3c95f0a33bef0659ca7b18a", "name": "KRISTIN ESCHENFELDER", "count": 92, "terms": [ { "term": "1174", "count": 29, "sections": 2, "gpa": 3.7758620689655173 }, { "term": "1184", "count": 24, "sections": 2, "gpa": 3.875 }, { "term": "1202", "count": 25, "sections": 1, "gpa": 3.9 }, { "term": "1224", "count": 14, "sections": 1, "gpa": 3.9642857142857144 } ] }, { "uid": "instructor_797f633eac826e1067246f7f", "name": "NIKKI WIESSINGER", "count": 59, "terms": [ { "term": "1204", "count": 19, "sections": 2, "gpa": 3.9473684210526314 }, { "term": "1212", "count": 18, "sections": 1, "gpa": 3.7777777777777777 }, { "term": "1234", "count": 22, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_4f701efebf8a172e46b52c2c", "name": "TIMOTHY ELFENBEIN", "count": 33, "terms": [ { "term": "1204", "count": 33, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_6c91346d3cbe84724f155f80", "name": "BRANDI PORTER", "count": 28, "terms": [ { "term": "1244", "count": 28, "sections": 1, "gpa": 3.9285714285714284 } ] }, { "uid": "instructor_52ee5419aa6b3339be5df091", "name": "JUNG SUN OH", "count": 26, "terms": [ { "term": "1234", "count": 26, "sections": 1, "gpa": 3.8653846153846154 } ] }, { "uid": "instructor_ab417a15fb920265f7b1295a", "name": "DEANZA WILLIAMS", "count": 26, "terms": [ { "term": "1254", "count": 26, "sections": 1, "gpa": 3.7884615384615383 } ] }, { "uid": "instructor_4b6b4167083c62b798d98765", "name": "MEI ZHANG", "count": 23, "terms": [ { "term": "1194", "count": 23, "sections": 1, "gpa": 3.869565217391304 } ] }, { "uid": "instructor_fdd4fa1dcdf1b79dbdac9235", "name": "MICHAEL ZENZ", "count": 20, "terms": [ { "term": "1222", "count": 20, "sections": 1, "gpa": 3.825 } ] }, { "uid": "instructor_6553d2aa79d41664a33314b2", "name": "MICHAEL PFLIEGER", "count": 11, "terms": [ { "term": "1232", "count": 11, "sections": 1, "gpa": 4 } ] } ] ``` ## following None recorded.