# LIS 711: Data Management for Information Professionals | UW–Madison [View on UW Courses](https://uwcourses.com/courses/LIS_711) ## 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 b803a5dab8ee9ff618e9ead4e674853becd5e45d754963e2a8f3fc48eaa77358 ### course id LIS 711 ### course uid course\_fb2ce7310a438e838aa559e9 ### catalog version id 6dd7fac43619f1c6391c95f33da6ecc7d9f39a593e49f610e36da5cbcb93041a ### course number 711 ### subjects * LIS ### title DATA MANAGEMENT FOR INFORMATION PROFESSIONALS ### description Preparation to effectively and ethically manage, organize and protect the data in organizational settings. Covers major topics of data management addressed by the Certified Data Management Professional certification. Assess, construct and implement workflows, organizational policies and data architecture to improve data quality and security. Learn to clean and organize data for effective retrieval and use. Learn tools and techniques to support data interoperability, and gain understanding of contemporary data management ethical and policy issues. ### requirements text Graduate Students Only ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 0c6f7432a82026b1998ef274b919e19b60065510f63ad2bc4e8214efdc0f6008 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary LIS 711 prepares information professionals to manage, organize, and protect organizational data through workflow design, ethics, and interoperability. ### llm topics * Certified Data Management Professional certification topics * Data quality and security * Data ethics and policy issues ### llm skills * Workflow and policy implementation * Data cleaning and organization * Data interoperability techniques * Data ethics and policy analysis ### llm assumed background None recorded. ### llm search phrases * data management certification * data ethics policy * data architecture workflows * information professional data ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash f2b3e4867ed4d63c4ef2a3a64c92c4d5d56cb09d7c4001ea08ad50c53e712063 #### course id LIS 711 #### current instructors None recorded. #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered false #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Fall 2021: 4.00 GPA, 100.0% A/AB (n=13 letter grades); Spring 2024: 4.00 GPA, 100.0% A/AB (n=9 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=9 letter grades). ```json { "citations": [ { "course_id": "LIS 711", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "39e594a3-baed-3057-bc6a-bd3bc247ca45", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "LIS 711", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "39e594a3-baed-3057-bc6a-bd3bc247ca45", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "LIS 711", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "39e594a3-baed-3057-bc6a-bd3bc247ca45", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history None recorded. #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Graduate Students Only", "course": null, "evidence": "Graduate Students Only", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_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_c8f9b1325e8034a6e557d6e5", "source": "madgrades", "source_instructor_id": "4147228", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TAMMY GOSS", "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": 15, "counts": [ 15, 0, 0, 0, 0, 0, 0 ], "sections": 3 }, "instructor_url": "/instructors/TAMMY_GOSS--instructor_c8f9b1325e8034a6e557d6e5" }, { "instructor_uid": "instructor_9b63de4330585cf1024b6b8a", "source": "madgrades", "source_instructor_id": "5247902", "identity_basis": "source_id", "identity_status": "source_identified", "name": "REBECCA KUSKE", "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": 3.98, "graded": 51, "counts": [ 50, 0, 1, 0, 0, 0, 0 ], "sections": 6 }, "instructor_url": "/instructors/REBECCA_KUSKE" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 711", "course_uid": "course_fb2ce7310a438e838aa559e9", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Dorothea Salo" ], "a": 13, "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": 13, "source_aliases": [ "LIS 711" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 711", "course_uid": "course_fb2ce7310a438e838aa559e9", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "TAMMY GOSS" ], "a": 9, "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": 9, "source_aliases": [ "LIS 711" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 711", "course_uid": "course_fb2ce7310a438e838aa559e9", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "REBECCA KUSKE" ], "a": 9, "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": 9, "source_aliases": [ "LIS 711" ] } ] ``` ### statistics #### gpa 4 #### graded 31 #### counts * 31 * 0 * 0 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_fb2ce7310a438e838aa559e9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_fb2ce7310a438e838aa559e9-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_fb2ce7310a438e838aa559e9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_fb2ce7310a438e838aa559e9-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_fb2ce7310a438e838aa559e9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_fb2ce7310a438e838aa559e9-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 4 #### count 31 #### university ##### size 2542 ##### gpa Percentile 94 ##### count Percentile 2 ##### median Count 80.5 ##### 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 | 21 | false | | 2.8–3.2 | 199 | false | | 3.2–3.6 | 703 | false | | 3.6–4.0 | 1619 | true | #### departments ```json [ { "subject": "LIS", "comparison": { "size": 41, "gpaPercentile": 93, "countPercentile": 3, "medianCount": 82, "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": 39, "current": true } ] } } ] ``` ### terms #### 1222 ##### term 1222 ##### gpa 4 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1244 ##### term 1244 ##### gpa 4 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1254 ##### term 1254 ##### gpa 4 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | ### benchmarks #### all ##### school ###### size 2542 ###### gpa 3.650243082119025 ###### top Share 81.5827660774775 ###### count 80.5 ##### LIS ###### size 41 ###### gpa 3.836921815497892 ###### top Share 92.67692862673576 ###### count 82 #### terms ##### 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 ##### 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 ##### 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 ## instructor Trends ```json [ { "uid": "instructor_8aaefb7318398f4cf644d6f9", "name": "DOROTHEA SALO", "count": 13, "terms": [ { "term": "1222", "count": 13, "sections": 2, "gpa": 4 } ] }, { "uid": "instructor_9b63de4330585cf1024b6b8a", "name": "REBECCA KUSKE", "count": 9, "terms": [ { "term": "1254", "count": 9, "sections": 2, "gpa": 4 } ] }, { "uid": "instructor_c8f9b1325e8034a6e557d6e5", "name": "TAMMY GOSS", "count": 9, "terms": [ { "term": "1244", "count": 9, "sections": 2, "gpa": 4 } ] } ] ``` ## following None recorded.