# LIS 470: Interaction Design Studio | UW–Madison [View on UW Courses](https://uwcourses.com/courses/LIS_470) ## 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 435e8f50017b90e552c2dff5501128732d31e66e14c10254386f63b205e62ae9 ### course id LIS 470 ### course uid course\_101f752f7753cb71bef80f97 ### catalog version id f48fa262a179e3446d8c4aa34f8d461f2add174206ff11e99cadc61472a5b65b ### course number 470 ### subjects * LIS ### title INTERACTION DESIGN STUDIO ### description Introduces interaction design, an approach to designing digital information systems that places humans and their needs at the center of the design process. Explores how core principles of design, design processes, cognition, information science and human values inform the design of interactive information systems. Discussion and practice apply the data-driven process of human-centered interaction design to develop new digital products and services. ### requirements text (Sophomore standing, satisfied Quantitative Reasoning (QR) A, and satisfied Communications A), or graduate/professional standing ### credits min 3 ### credits max 3 ### credit offering ids * 1272:544:026177 ### llm job id enrich-e3ac7cc2ea73162e430eda3e ### llm output id e8c5d44f1dfe47e825427cf1706bb063213c8858d4d4a0cd94372eca36cdd3bf ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary LIS 470 INTERACTION DESIGN STUDIO introduces human-centered interaction design for digital information systems, exploring core principles, cognition, and information science to develop new products and services. ### llm topics * Core principles of design, design processes, cognition, information science, and human values * Interaction design and human-centered design approaches ### llm skills * Applying data-driven human-centered interaction design processes * Designing digital information systems with a human-centered focus ### llm assumed background None recorded. ### llm search phrases * interaction design studio * human-centered design * digital information systems design * LIS 470 interaction design ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash d87a542cb280e335421ad0097c0b575fbfce8e9bc435dd70c2dc4bf6b4b80d91 #### course id LIS 470 #### current instructors ```json [ { "instructor_uid": "instructor_c823f65d7c7fc5c0f99bcc3c", "message": "No course-specific reviews available", "name": "Adam Rule", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "LIS 470", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "457426fe-9ce2-3153-9472-5b8a7da54643", "source_record": { "entity_id": "457426fe-9ce2-3153-9472-5b8a7da54643", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" } ], "text": "Recent recorded grades — Spring 2023: 3.63 GPA, 82.4% A/AB (n=34 letter grades)." } ] } ] ``` #### difficulty workload Historical reviews of David McHugh: The course relies on one large group project, but reviewers report no plan to check on groups or ensure work is divided evenly. ```json { "citations": [ { "instructor_name": "David McHugh", "review_date": "2024-05-15 15:58:20 +0000 UTC", "review_id": "6d7e9dcf2674a4d73702b8be", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3003539", "source_review_id": "UmF0aW5nLTM5NDY4Njcy", "source_url": "https://www.ratemyprofessors.com/professor/3003539", "type": "review" } ] } ``` #### errors None recorded. #### historical context Adam Rule has no current reviews. Historical feedback for David McHugh highlights issues with lecture engagement and group work management. ```json { "citations": [ { "instructor_name": "David McHugh", "review_date": "2024-05-01 19:01:36 +0000 UTC", "review_id": "d77d978259dd6a805b2f480c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3003539", "source_review_id": "UmF0aW5nLTM5MzI5NTIz", "source_url": "https://www.ratemyprofessors.com/professor/3003539", "type": "review" }, { "instructor_name": "David McHugh", "review_date": "2024-05-15 15:58:20 +0000 UTC", "review_id": "6d7e9dcf2674a4d73702b8be", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3003539", "source_review_id": "UmF0aW5nLTM5NDY4Njcy", "source_url": "https://www.ratemyprofessors.com/professor/3003539", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews of David McHugh: David McHugh’s LIS 470 sections are described as frustrating, with lectures deemed worthless and the single group project considered meaningless by reviewers. ```json { "citations": [ { "instructor_name": "David McHugh", "review_date": "2024-05-01 19:01:36 +0000 UTC", "review_id": "d77d978259dd6a805b2f480c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3003539", "source_review_id": "UmF0aW5nLTM5MzI5NTIz", "source_url": "https://www.ratemyprofessors.com/professor/3003539", "type": "review" }, { "instructor_name": "David McHugh", "review_date": "2024-05-15 15:58:20 +0000 UTC", "review_id": "6d7e9dcf2674a4d73702b8be", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3003539", "source_review_id": "UmF0aW5nLTM5NDY4Njcy", "source_url": "https://www.ratemyprofessors.com/professor/3003539", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 3.73 GPA, 85.9% A/AB (n=64 letter grades); Fall 2025: 3.48 GPA, 72.6% A/AB (n=62 letter grades); Spring 2026: 3.68 GPA, 86.2% A/AB (n=94 letter grades). ```json { "citations": [ { "course_id": "LIS 470", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "457426fe-9ce2-3153-9472-5b8a7da54643", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "LIS 470", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "457426fe-9ce2-3153-9472-5b8a7da54643", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "LIS 470", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "457426fe-9ce2-3153-9472-5b8a7da54643", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of David McHugh: Reviewers found lectures uninteresting and redundant, while the instructor allegedly punished students who raised group conflicts and failed to manage team dynamics. ```json { "citations": [ { "instructor_name": "David McHugh", "review_date": "2024-05-01 19:01:36 +0000 UTC", "review_id": "d77d978259dd6a805b2f480c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3003539", "source_review_id": "UmF0aW5nLTM5MzI5NTIz", "source_url": "https://www.ratemyprofessors.com/professor/3003539", "type": "review" }, { "instructor_name": "David McHugh", "review_date": "2024-05-15 15:58:20 +0000 UTC", "review_id": "6d7e9dcf2674a4d73702b8be", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3003539", "source_review_id": "UmF0aW5nLTM5NDY4Njcy", "source_url": "https://www.ratemyprofessors.com/professor/3003539", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history ADAM RULE is recorded teaching in Spring 2023. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LIS 470", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "457426fe-9ce2-3153-9472-5b8a7da54643", "source_record": { "entity_id": "457426fe-9ce2-3153-9472-5b8a7da54643", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" } ] } ``` DAVID MCHUGH is recorded teaching in Spring 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LIS 470", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "457426fe-9ce2-3153-9472-5b8a7da54643", "source_record": { "entity_id": "457426fe-9ce2-3153-9472-5b8a7da54643", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "LIS 470", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "457426fe-9ce2-3153-9472-5b8a7da54643", "source_record": { "entity_id": "457426fe-9ce2-3153-9472-5b8a7da54643", "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": [ "n1", "n2" ], "condition": null, "course": null, "evidence": "(Sophomore standing, satisfied Quantitative Reasoning (QR) A, and satisfied Communications A), or graduate/professional standing", "id": "n0", "kind": "any" }, { "children": [ "n3", "n4", "n5" ], "condition": null, "course": null, "evidence": "(Sophomore standing, satisfied Quantitative Reasoning (QR) A, and satisfied Communications A)", "id": "n1", "kind": "all" }, { "children": [], "condition": "graduate/professional standing", "course": null, "evidence": "graduate/professional standing", "id": "n2", "kind": "condition" }, { "children": [], "condition": "Sophomore standing", "course": null, "evidence": "Sophomore standing", "id": "n3", "kind": "condition" }, { "children": [], "condition": "satisfied Quantitative Reasoning (QR) A", "course": null, "evidence": "satisfied Quantitative Reasoning (QR) A", "id": "n4", "kind": "condition" }, { "children": [], "condition": "satisfied Communications A", "course": null, "evidence": "satisfied Communications A", "id": "n5", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors | instructor\_uid | source | source\_instructor\_id | identity\_basis | identity\_status | name | email | first\_observed\_at | last\_observed\_at | instructor\_url | | ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ------------- | ----------------------- | -------------------------------- | -------------------------------- | --------------------------- | | instructor\_c823f65d7c7fc5c0f99bcc3c | enrollment | arule | netid | source\_identified | Adam Rule | ADAM.RULE\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/ADAM\_RULE | | instructor\_880da241d568f403880b1d9c | enrollment | niknam2 | netid | source\_identified | Arezou Niknam | AREZOU.NIKNAM\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/AREZOU\_NIKNAM | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:544:026177", "course_id": "LIS 470", "course_uid": "course_101f752f7753cb71bef80f97", "term_id": "1272", "source_course_id": "026177", "source_subject_id": "544", "title": "Interaction Design Studio", "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:1272:36890", "term_id": "1272", "source_section_id": "36890", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 70, "enrolled": 70, "waitlisted": 8, "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:1272:36891", "term_id": "1272", "source_section_id": "36891", "identity_basis": "class_number", "section_number": "301", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 32, "enrolled": 35, "waitlisted": 8, "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:1272:36892", "term_id": "1272", "source_section_id": "36892", "identity_basis": "class_number", "section_number": "302", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 35, "enrolled": 35, "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_759f19ac2ecf6bbf353a1ed3", "source": "madgrades", "source_instructor_id": "3943527", "identity_basis": "source_id", "identity_status": "source_identified", "name": "COREY JACKSON", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 3, "quality": 5, "difficulty": 3, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2794245", "source_url": "https://www.ratemyprofessors.com/professor/2794245", "match_basis": "exact_name", "observed_at": "2026-09-07 16:47:39.537286+00:00", "courses": {}, "bayesian_quality": 3.8345093769970395, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.762, "graded": 1170, "counts": [ 937, 105, 55, 25, 23, 13, 12 ], "sections": 37 }, "instructor_url": "/instructors/COREY_JACKSON--instructor_759f19ac2ecf6bbf353a1ed3" }, { "instructor_uid": "instructor_28729f2293c3ef78599b443c", "source": "madgrades", "source_instructor_id": "6381425", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ADAM RULE", "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": 293, "counts": [ 247, 34, 6, 4, 1, 0, 1 ], "sections": 23 }, "instructor_url": "/instructors/ADAM_RULE--instructor_28729f2293c3ef78599b443c" }, { "instructor_uid": "instructor_419ef5af9f1912854ea5d206", "source": "madgrades", "source_instructor_id": "3649467", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DAVID MCHUGH", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 3, "quality": 2, "difficulty": 1.33, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:3003539", "source_url": "https://www.ratemyprofessors.com/professor/3003539", "match_basis": "exact_name", "observed_at": "2026-09-07 16:44:43.257489+00:00", "courses": { "course_195b34643875b4af72811020": { "review_count": 1, "quality": 4, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 }, "course_101f752f7753cb71bef80f97": { "review_count": 2, "quality": 1, "difficulty": 1, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.4432050291709526, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.778, "graded": 637, "counts": [ 511, 56, 32, 21, 8, 2, 7 ], "sections": 32 }, "instructor_url": "/instructors/DAVID_MCHUGH--instructor_419ef5af9f1912854ea5d206" }, { "instructor_uid": "instructor_0420d970716f5164ac6018e2", "source": "madgrades", "source_instructor_id": "555456", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LEAH UJDA", "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": 1, "quality": 3, "difficulty": 3, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:3153688", "source_url": "https://www.ratemyprofessors.com/professor/3153688", "match_basis": "exact_name", "observed_at": "2026-09-07 16:23:46.553478+00:00", "courses": { "course_b93b676e5938b195c60f1ff8": { "review_count": 1, "quality": 3, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.6282721748062814, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.874, "graded": 87, "counts": [ 74, 10, 2, 0, 0, 0, 1 ], "sections": 6 }, "instructor_url": "/instructors/LEAH_UJDA--instructor_0420d970716f5164ac6018e2" }, { "instructor_uid": "instructor_880da241d568f403880b1d9c", "source": "enrollment", "source_instructor_id": "niknam2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Arezou Niknam", "email": "AREZOU.NIKNAM@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/AREZOU_NIKNAM" }, { "instructor_uid": "instructor_c823f65d7c7fc5c0f99bcc3c", "source": "enrollment", "source_instructor_id": "arule", "identity_basis": "netid", "identity_status": "source_identified", "name": "Adam Rule", "email": "ADAM.RULE@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/ADAM_RULE" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 470", "course_uid": "course_101f752f7753cb71bef80f97", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Corey Jackson" ], "a": 13, "ab": 3, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 1, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 19, "source_aliases": [ "LIS 470" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 470", "course_uid": "course_101f752f7753cb71bef80f97", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Corey Jackson" ], "a": 12, "ab": 3, "b": 0, "bc": 1, "c": 2, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 19, "source_aliases": [ "LIS 470" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 470", "course_uid": "course_101f752f7753cb71bef80f97", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Adam Rule" ], "a": 19, "ab": 9, "b": 3, "bc": 2, "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": 34, "source_aliases": [ "LIS 470" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 470", "course_uid": "course_101f752f7753cb71bef80f97", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Corey Jackson" ], "a": 22, "ab": 6, "b": 6, "bc": 0, "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": 36, "source_aliases": [ "LIS 470" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 470", "course_uid": "course_101f752f7753cb71bef80f97", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "David McHugh" ], "a": 29, "ab": 7, "b": 2, "bc": 2, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 40, "source_aliases": [ "LIS 470" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 470", "course_uid": "course_101f752f7753cb71bef80f97", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Corey Jackson" ], "a": 56, "ab": 3, "b": 3, "bc": 1, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 1, "other": 0, "total": 65, "source_aliases": [ "LIS 470" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 470", "course_uid": "course_101f752f7753cb71bef80f97", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Corey Jackson" ], "a": 48, "ab": 7, "b": 4, "bc": 3, "c": 1, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 64, "source_aliases": [ "LIS 470" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 470", "course_uid": "course_101f752f7753cb71bef80f97", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "David McHugh" ], "a": 38, "ab": 7, "b": 7, "bc": 4, "c": 4, "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": 62, "source_aliases": [ "LIS 470" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 470", "course_uid": "course_101f752f7753cb71bef80f97", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Corey Jackson", "Leah Ujda" ], "a": 76, "ab": 5, "b": 3, "bc": 5, "c": 1, "d": 1, "f": 3, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 94, "source_aliases": [ "LIS 470" ] } ] ``` ### statistics #### gpa 3.675 #### graded 431 #### counts * 313 * 50 * 29 * 18 * 11 * 3 * 7 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_101f752f7753cb71bef80f97-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_101f752f7753cb71bef80f97-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_101f752f7753cb71bef80f97-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_101f752f7753cb71bef80f97-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_101f752f7753cb71bef80f97-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_101f752f7753cb71bef80f97-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_101f752f7753cb71bef80f97-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_101f752f7753cb71bef80f97-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_101f752f7753cb71bef80f97-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_101f752f7753cb71bef80f97-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.6751740139211138 #### count 431 #### university ##### size 4326 ##### gpa Percentile 38 ##### count Percentile 82 ##### median Count 121 ##### 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 | 236 | false | | 3.2–3.6 | 1054 | false | | 3.6–4.0 | 3024 | true | #### departments ```json [ { "subject": "LIS", "comparison": { "size": 58, "gpaPercentile": 14, "countPercentile": 82, "medianCount": 173.5, "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": 53, "current": true } ] } } ] ``` ### terms #### 1224 ##### term 1224 ##### gpa 3.638888888888889 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1232 ##### term 1232 ##### gpa 3.473684210526316 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1234 ##### term 1234 ##### gpa 3.6323529411764706 ##### count 34 ##### university ###### size 1188 ###### gpa Percentile 48 ###### count Percentile 9 ###### 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": 0, "countPercentile": 18, "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 3.5833333333333335 ##### count 36 ##### university ###### size 1295 ###### gpa Percentile 42 ###### count Percentile 15 ###### 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 | true | | 3.6–4.0 | 726 | false | ##### departments ```json [ { "subject": "LIS", "comparison": { "size": 21, "gpaPercentile": 5, "countPercentile": 20, "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": true }, { "range": "3.6–4.0", "count": 18, "current": false } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.7875 ##### count 40 ##### university ###### size 1241 ###### gpa Percentile 66 ###### count Percentile 22 ###### 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": 41, "countPercentile": 41, "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 64 ##### university ###### size 1333 ###### gpa Percentile 77 ###### count Percentile 45 ###### 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": 48, "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 3.734375 ##### count 64 ##### university ###### size 1289 ###### gpa Percentile 57 ###### count Percentile 48 ###### 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": 38, "countPercentile": 48, "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 3.475806451612903 ##### count 62 ##### university ###### size 1320 ###### gpa Percentile 28 ###### count Percentile 43 ###### 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 | true | | 3.6–4.0 | 797 | false | ##### departments ```json [ { "subject": "LIS", "comparison": { "size": 22, "gpaPercentile": 5, "countPercentile": 33, "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": true }, { "range": "3.6–4.0", "count": 17, "current": false } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.6808510638297873 ##### count 94 ##### university ###### size 1283 ###### gpa Percentile 48 ###### count Percentile 67 ###### 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": 20, "countPercentile": 64, "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 4326 ###### gpa 3.6988471432532406 ###### top Share 84.26784333877397 ###### count 121 ##### LIS ###### size 58 ###### gpa 3.8231613885201896 ###### top Share 92.08665418013412 ###### count 173.5 #### terms ##### 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_759f19ac2ecf6bbf353a1ed3", "name": "COREY JACKSON", "count": 264, "terms": [ { "term": "1224", "count": 18, "sections": 1, "gpa": 3.638888888888889 }, { "term": "1232", "count": 19, "sections": 1, "gpa": 3.473684210526316 }, { "term": "1242", "count": 36, "sections": 1, "gpa": 3.5833333333333335 }, { "term": "1252", "count": 64, "sections": 1, "gpa": 3.875 }, { "term": "1254", "count": 64, "sections": 1, "gpa": 3.734375 }, { "term": "1264", "count": 63, "sections": 1, "gpa": 3.626984126984127 } ] }, { "uid": "instructor_419ef5af9f1912854ea5d206", "name": "DAVID MCHUGH", "count": 102, "terms": [ { "term": "1244", "count": 40, "sections": 1, "gpa": 3.7875 }, { "term": "1262", "count": 62, "sections": 1, "gpa": 3.475806451612903 } ] }, { "uid": "instructor_28729f2293c3ef78599b443c", "name": "ADAM RULE", "count": 34, "terms": [ { "term": "1234", "count": 34, "sections": 1, "gpa": 3.6323529411764706 } ] }, { "uid": "instructor_0420d970716f5164ac6018e2", "name": "LEAH UJDA", "count": 31, "terms": [ { "term": "1264", "count": 31, "sections": 1, "gpa": 3.7903225806451615 } ] } ] ``` ## following None recorded.