# LIS 751: Database Design for Information Professionals | UW–Madison [View on UW Courses](https://uwcourses.com/courses/LIS_751) ## 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 a36fb22edec1d7c075f6b874f76c26088a50b28da1ca23f40f72c8f0a9c2ef4b ### course id LIS 751 ### course uid course\_343445ec8c86509278b978a1 ### catalog version id edb6956145e4b606b1a2fbf4a4b37897832da1012202281aa993a062fab1368c ### course number 751 ### subjects * LIS ### title DATABASE DESIGN FOR INFORMATION PROFESSIONALS ### description Introduction to contemporary database management systems, the design process employed when implementing databases to solve data and information management problems, developing queries and scripts, and other issues in employing databases to solve organizational information and data challenges. ### requirements text Graduate/professional standing ### credits min 3 ### credits max 3 ### credit offering ids * 1272:544:022276 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 97f112aefe5ef2e51a19aef084f6cd7f3fc45d6da5ed9430c40f4f8e299c23e9 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary LIS 751 introduces database management systems, design processes, and query development for information professionals. ### llm topics * Contemporary database management systems * Database design and implementation * Query and script development * Data and information management problem solving ### llm skills * Developing queries and scripts * Database design and implementation ### llm assumed background None recorded. ### llm search phrases * database design information professionals * database management systems LIS 751 * data management problems LIS * database queries scripts LIS 751 ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 84bd1446ce344b1be4d825f7a1bdea1a8df37e1c804ac70d92e3d40d67775cd4 #### course id LIS 751 #### current instructors ```json [ { "instructor_uid": "instructor_d623dea326d7df4f93b136f6", "message": "No course-specific reviews available", "name": "Jacob Ineichen", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "LIS 751", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "cec2d461-5820-31ab-a010-a660944ef1be", "source_record": { "entity_id": "cec2d461-5820-31ab-a010-a660944ef1be", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "LIS 751", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "cec2d461-5820-31ab-a010-a660944ef1be", "source_record": { "entity_id": "cec2d461-5820-31ab-a010-a660944ef1be", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ], "text": "Recent recorded grades — Spring 2024: 3.85 GPA, 96.6% A/AB (n=88 letter grades); Spring 2025: 3.81 GPA, 97.5% A/AB (n=40 letter grades). Includes jointly taught sections." } ] } ] ``` #### 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: 3.81 GPA, 97.5% A/AB (n=40 letter grades); Fall 2025: 3.93 GPA, 100.0% A/AB (n=7 letter grades); Spring 2026: 3.89 GPA, 100.0% A/AB (n=27 letter grades). ```json { "citations": [ { "course_id": "LIS 751", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "cec2d461-5820-31ab-a010-a660944ef1be", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "LIS 751", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "cec2d461-5820-31ab-a010-a660944ef1be", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "LIS 751", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "cec2d461-5820-31ab-a010-a660944ef1be", "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 JACOB INEICHEN is recorded teaching in Spring 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LIS 751", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cec2d461-5820-31ab-a010-a660944ef1be", "source_record": { "entity_id": "cec2d461-5820-31ab-a010-a660944ef1be", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "LIS 751", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "cec2d461-5820-31ab-a010-a660944ef1be", "source_record": { "entity_id": "cec2d461-5820-31ab-a010-a660944ef1be", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "LIS 751", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cec2d461-5820-31ab-a010-a660944ef1be", "source_record": { "entity_id": "cec2d461-5820-31ab-a010-a660944ef1be", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "LIS 751", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "cec2d461-5820-31ab-a010-a660944ef1be", "source_record": { "entity_id": "cec2d461-5820-31ab-a010-a660944ef1be", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Graduate/professional standing", "course": null, "evidence": "Graduate/professional standing", "id": "n0", "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\_d623dea326d7df4f93b136f6 | enrollment | ineichen | netid | source\_identified | Jacob Ineichen | INEICHEN\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/JACOB\_INEICHEN | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:544:022276", "course_id": "LIS 751", "course_uid": "course_343445ec8c86509278b978a1", "term_id": "1272", "source_course_id": "022276", "source_subject_id": "544", "title": "Database Design 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:1272:17939", "term_id": "1272", "source_section_id": "17939", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Online Only", "capacity": 8, "enrolled": 7, "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:1272:23031", "term_id": "1272", "source_section_id": "23031", "identity_basis": "class_number", "section_number": "003", "section_type": "LEC", "instruction_mode": "Online Only", "capacity": 14, "enrolled": 12, "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:1272:27276", "term_id": "1272", "source_section_id": "27276", "identity_basis": "class_number", "section_number": "002", "section_type": "LEC", "instruction_mode": "Online Only", "capacity": 0, "enrolled": 3, "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_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_8aaefb7318398f4cf644d6f9", "source": "madgrades", "source_instructor_id": "235413", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DOROTHEA SALO", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 11, "quality": 3.82, "difficulty": 2.09, "quality_count": 11, "difficulty_count": 11, "profile_id": "rmp:2202393", "source_url": "https://www.ratemyprofessors.com/professor/2202393", "match_basis": "exact_name", "observed_at": "2026-09-07 16:43:15.591221+00:00", "courses": { "course_512588be8251eba856ef447c": { "review_count": 3, "quality": 2.67, "difficulty": 2, "quality_count": 3, "difficulty_count": 3 }, "course_3e202bacc4359a8c0a17dba4": { "review_count": 5, "quality": 3.8, "difficulty": 2.2, "quality_count": 5, "difficulty_count": 5 }, "course_d6ab622d10381f18c2dbba1f": { "review_count": 3, "quality": 5, "difficulty": 2, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.716571473255868, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.817, "graded": 2263, "counts": [ 1892, 179, 104, 32, 19, 14, 23 ], "sections": 134 }, "instructor_url": "/instructors/DOROTHEA_SALO--instructor_8aaefb7318398f4cf644d6f9" }, { "instructor_uid": "instructor_66cb79509b0cc39eabdbc89b", "source": "madgrades", "source_instructor_id": "4915746", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RACHEL 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": 3.887, "graded": 31, "counts": [ 28, 0, 2, 1, 0, 0, 0 ], "sections": 3 }, "instructor_url": "/instructors/RACHEL_WILLIAMS--instructor_66cb79509b0cc39eabdbc89b" }, { "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_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_835aff0aa0a599a43ec329b5", "source": "madgrades", "source_instructor_id": "6317161", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CHAOQUN NI", "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": 3.767, "graded": 558, "counts": [ 433, 71, 24, 7, 15, 2, 6 ], "sections": 41 }, "instructor_url": "/instructors/CHAOQUN_NI--instructor_835aff0aa0a599a43ec329b5" }, { "instructor_uid": "instructor_7739b4540569f973133d9403", "source": "madgrades", "source_instructor_id": "4104560", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JACOB INEICHEN", "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": 3.821, "graded": 248, "counts": [ 179, 58, 7, 3, 0, 0, 1 ], "sections": 19 }, "instructor_url": "/instructors/JACOB_INEICHEN--instructor_7739b4540569f973133d9403" }, { "instructor_uid": "instructor_e4e7052909a23489b17f275e", "source": "madgrades", "source_instructor_id": "6585707", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JIONGXIAO WANG", "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": 3.833, "graded": 200, "counts": [ 145, 44, 10, 1, 0, 0, 0 ], "sections": 9 }, "instructor_url": "/instructors/JIONGXIAO_WANG--instructor_e4e7052909a23489b17f275e" }, { "instructor_uid": "instructor_d623dea326d7df4f93b136f6", "source": "enrollment", "source_instructor_id": "ineichen", "identity_basis": "netid", "identity_status": "source_identified", "name": "Jacob Ineichen", "email": "INEICHEN@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/JACOB_INEICHEN" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 751", "course_uid": "course_343445ec8c86509278b978a1", "term_id": "1074", "term_name": "Spring 2007", "instructors": [ "Kristin Eschenfelder" ], "a": 17, "ab": 2, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 21, "source_aliases": [ "LIS 751" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 751", "course_uid": "course_343445ec8c86509278b978a1", "term_id": "1084", "term_name": "Spring 2008", "instructors": [ "Kristin Eschenfelder" ], "a": 13, "ab": 1, "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": 16, "source_aliases": [ "LIS 751" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 751", "course_uid": "course_343445ec8c86509278b978a1", "term_id": "1092", "term_name": "Fall 2008", "instructors": [ "Kristin 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"course_343445ec8c86509278b978a1", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "JUNG SUN OH" ], "a": 7, "ab": 0, "b": 0, "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": 8, "source_aliases": [ "LIS 751" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 751", "course_uid": "course_343445ec8c86509278b978a1", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Jacob Ineichen" ], "a": 27, "ab": 12, "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": 40, "source_aliases": [ "LIS 751" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 751", "course_uid": "course_343445ec8c86509278b978a1", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "JUNG SUN OH" ], "a": 6, "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": 7, "source_aliases": [ "LIS 751" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 751", "course_uid": "course_343445ec8c86509278b978a1", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Chaoqun Ni" ], "a": 21, "ab": 6, "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": 1, "not_reported": 0, "other": 0, "total": 28, "source_aliases": [ "LIS 751" ] } ] ``` ### statistics #### gpa 3.76 #### graded 637 #### counts * 445 * 120 * 48 * 14 * 7 * 2 * 1 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_343445ec8c86509278b978a1-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_343445ec8c86509278b978a1-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_343445ec8c86509278b978a1-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_343445ec8c86509278b978a1-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_343445ec8c86509278b978a1-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_343445ec8c86509278b978a1-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.759811616954474 #### count 637 #### university ##### size 5687 ##### gpa Percentile 53 ##### count Percentile 76 ##### median Count 220 ##### 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 | 10 | false | | 2.8–3.2 | 351 | false | | 3.2–3.6 | 1522 | false | | 3.6–4.0 | 3804 | true | #### departments ```json [ { "subject": "LIS", "comparison": { "size": 67, "gpaPercentile": 23, "countPercentile": 83, "medianCount": 330, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 6, "current": false }, { "range": "3.6–4.0", "count": 61, "current": true } ] } } ] ``` ### terms #### 1074 ##### term 1074 ##### gpa 3.9 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1084 ##### term 1084 ##### gpa 3.84375 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1092 ##### term 1092 ##### gpa 3.888888888888889 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1102 ##### term 1102 ##### gpa 3.84375 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1112 ##### term 1112 ##### gpa 3.736842105263158 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1122 ##### term 1122 ##### gpa 3.9545454545454546 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1124 ##### term 1124 ##### gpa 3.9166666666666665 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1132 ##### term 1132 ##### gpa 3.6176470588235294 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1134 ##### term 1134 ##### gpa 3.8 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1142 ##### term 1142 ##### gpa 3.7 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1144 ##### term 1144 ##### gpa 3.875 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1152 ##### term 1152 ##### gpa 3.575 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1154 ##### term 1154 ##### gpa 3.6 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1164 ##### term 1164 ##### gpa 3.769230769230769 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1172 ##### term 1172 ##### gpa 3.4347826086956523 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1174 ##### term 1174 ##### gpa 3.891304347826087 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1182 ##### term 1182 ##### gpa 3.8 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1184 ##### term 1184 ##### gpa 3.6875 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1192 ##### term 1192 ##### gpa 3.75 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1194 ##### term 1194 ##### gpa 3.5 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1202 ##### term 1202 ##### gpa 3.676470588235294 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1204 ##### term 1204 ##### gpa 3.5555555555555554 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1212 ##### term 1212 ##### gpa 3.6538461538461537 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1222 ##### term 1222 ##### gpa 3.3333333333333335 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1224 ##### term 1224 ##### gpa 4 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1232 ##### term 1232 ##### gpa 3.5 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1234 ##### term 1234 ##### gpa 3.6818181818181817 ##### count 33 ##### university ###### size 1188 ###### gpa Percentile 53 ###### count Percentile 7 ###### 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": 9, "countPercentile": 0, "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 } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.852272727272727 ##### count 88 ##### university ###### size 1241 ###### gpa Percentile 75 ###### count Percentile 63 ###### 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": 64, "countPercentile": 68, "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 3.75 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1254 ##### term 1254 ##### gpa 3.8125 ##### count 40 ##### university ###### size 1289 ###### gpa Percentile 68 ###### count Percentile 21 ###### 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": 67, "countPercentile": 19, "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 3.9285714285714284 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1264 ##### term 1264 ##### gpa 3.888888888888889 ##### count 27 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | ### benchmarks #### all ##### school ###### size 5687 ###### gpa 3.677401966330605 ###### top Share 82.91178401706283 ###### count 220 ##### LIS ###### size 67 ###### gpa 3.810510555638478 ###### top Share 91.78488529477167 ###### count 330 #### terms ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### 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_b3c95f0a33bef0659ca7b18a", "name": "KRISTIN ESCHENFELDER", "count": 227, "terms": [ { "term": "1074", "count": 20, "sections": 1, "gpa": 3.9 }, { "term": "1084", "count": 16, "sections": 2, "gpa": 3.84375 }, { "term": "1092", "count": 18, "sections": 3, "gpa": 3.888888888888889 }, { "term": "1102", "count": 16, "sections": 2, "gpa": 3.84375 }, { "term": "1112", "count": 19, "sections": 3, "gpa": 3.736842105263158 }, { "term": "1122", "count": 11, "sections": 2, "gpa": 3.9545454545454546 }, { "term": "1134", "count": 20, "sections": 1, "gpa": 3.8 }, { "term": "1154", "count": 25, "sections": 2, "gpa": 3.6 }, { "term": "1164", "count": 26, "sections": 2, "gpa": 3.769230769230769 }, { "term": "1172", "count": 23, "sections": 2, "gpa": 3.4347826086956523 }, { "term": "1234", "count": 33, "sections": 1, "gpa": 3.6818181818181817 } ] }, { "uid": "instructor_7739b4540569f973133d9403", "name": "JACOB INEICHEN", "count": 128, "terms": [ { "term": "1244", "count": 88, "sections": 2, "gpa": 3.852272727272727 }, { "term": "1254", "count": 40, "sections": 2, "gpa": 3.8125 } ] }, { "uid": "instructor_52ee5419aa6b3339be5df091", "name": "JUNG SUN OH", "count": 95, "terms": [ { "term": "1194", "count": 15, "sections": 3, "gpa": 3.5 }, { "term": "1202", "count": 17, "sections": 2, "gpa": 3.676470588235294 }, { "term": "1204", "count": 9, "sections": 2, "gpa": 3.5555555555555554 }, { "term": "1212", "count": 13, "sections": 2, "gpa": 3.6538461538461537 }, { "term": "1222", "count": 6, "sections": 3, "gpa": 3.3333333333333335 }, { "term": "1232", "count": 20, "sections": 3, "gpa": 3.5 }, { "term": "1252", "count": 8, "sections": 4, "gpa": 3.75 }, { "term": "1262", "count": 7, "sections": 4, "gpa": 3.9285714285714284 } ] }, { "uid": "instructor_e4e7052909a23489b17f275e", "name": "JIONGXIAO WANG", "count": 88, "terms": [ { "term": "1244", "count": 88, "sections": 2, "gpa": 3.852272727272727 } ] }, { "uid": "instructor_8aaefb7318398f4cf644d6f9", "name": "DOROTHEA SALO", "count": 87, "terms": [ { "term": "1124", "count": 18, "sections": 1, "gpa": 3.9166666666666665 }, { "term": "1132", "count": 17, "sections": 2, "gpa": 3.6176470588235294 }, { "term": "1142", "count": 10, "sections": 2, "gpa": 3.7 }, { "term": "1152", "count": 20, "sections": 1, "gpa": 3.575 }, { "term": "1184", "count": 16, "sections": 2, "gpa": 3.6875 }, { "term": "1192", "count": 6, "sections": 3, "gpa": 3.75 } ] }, { "uid": "instructor_835aff0aa0a599a43ec329b5", "name": "CHAOQUN NI", "count": 49, "terms": [ { "term": "1224", "count": 22, "sections": 2, "gpa": 4 }, { "term": "1264", "count": 27, "sections": 1, "gpa": 3.888888888888889 } ] }, { "uid": "instructor_66cb79509b0cc39eabdbc89b", "name": "RACHEL WILLIAMS", "count": 31, "terms": [ { "term": "1144", "count": 8, "sections": 1, "gpa": 3.875 }, { "term": "1174", "count": 23, "sections": 2, "gpa": 3.891304347826087 } ] }, { "uid": "instructor_4b6b4167083c62b798d98765", "name": "MEI ZHANG", "count": 20, "terms": [ { "term": "1182", "count": 20, "sections": 1, "gpa": 3.8 } ] } ] ``` ## following None recorded.