# Hardest courses in Library and Information Studies | UW–Madison

[View on UW Courses](https://uwcourses.com/departments/LIS/hardest?term=1274)

## Dataset

### search projection

#### version

1

#### terms

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### revision

fc1811fa52e581ea57a35c0cf3343f8740a8ffbf

### repository

twangodev/uwcourses

### schema version

6

### importer version

10

### projection id

25a5e1495a940a130efa223858e76f52294bba73a112cecf25208173491bd201

### observed at

2026-10-14T17:50:09.728220+00:00

### built at

2026-10-19T18:58:33.786556+00:00

### courses

8929

### current instructors

3758

### limited

false

### terms

* 1274
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* 1234
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### term

1274

### departments

| subject   | count |
| --------- | ----- |
| AAE       | 90    |
| ABT       | 20    |
| ACCTIS    | 36    |
| ACTSCI    | 14    |
| AFAERO    | 10    |
| AFRICAN   | 87    |
| AFROAMER  | 70    |
| AGROECOL  | 21    |
| AMERIND   | 54    |
| ANAT\&PHY | 7     |
| ANATOMY   | 2     |
| ANESTHES  | 8     |
| ANSCI     | 53    |
| ANTHRO    | 93    |
| ART       | 124   |
| ARTED     | 10    |
| ARTHIST   | 121   |
| ASIALANG  | 129   |
| ASIAN     | 109   |
| ASIANAM   | 28    |
| ASTRON    | 38    |
| ATMOCN    | 70    |
| BIOCHEM   | 52    |
| BIOCORE   | 10    |
| BIOLOGY   | 14    |
| BIOMDSCI  | 18    |
| BME       | 66    |
| BMI       | 41    |
| BMOLCHEM  | 10    |
| BOTANY    | 68    |
| BSE       | 44    |
| C\&ESOC   | 73    |
| CBE       | 48    |
| CHEM      | 101   |
| CHICLA    | 51    |
| CIVENGR   | 131   |
| CLASSICS  | 47    |
| CNP       | 11    |
| CNSRSCI   | 49    |
| COMARTS   | 137   |
| COMPBIO   | 15    |
| COMPLIT   | 10    |
| COMPSCI   | 138   |
| COUNPSY   | 78    |
| CRB       | 14    |
| CS\&D     | 71    |
| CSCS      | 39    |
| CURRIC    | 193   |
| DANCE     | 93    |
| DERM      | 8     |
| DS        | 88    |
| DYSCI     | 33    |
| ECE       | 155   |
| ECON      | 144   |
| EDPOL     | 115   |
| EDPSYCH   | 97    |
| ELPA      | 71    |
| EMA       | 52    |
| EMERMED   | 17    |
| ENGL      | 205   |
| ENTOM     | 39    |
| ENVIRST   | 149   |
| EP        | 15    |
| EPD       | 65    |
| ESL       | 15    |
| F\&WECOL  | 60    |
| FAMMED    | 21    |
| FINANCE   | 50    |
| FOLKLORE  | 38    |
| FOODSCI   | 43    |
| FRENCH    | 62    |
| GEN\&WS   | 144   |
| GENBUS    | 72    |
| GENECSLR  | 17    |
| GENETICS  | 60    |
| GEOG      | 112   |
| GEOSCI    | 83    |
| GERMAN    | 84    |
| GLE       | 47    |
| GNS       | 39    |
| GREEK     | 27    |
| HDFS      | 43    |
| HEBR-BIB  | 13    |
| HEBR-MOD  | 10    |
| HISTORY   | 232   |
| HISTSCI   | 54    |
| HONCOL    | 13    |
| ILS       | 43    |
| INFOSYS   | 9     |
| INTEGART  | 7     |
| INTEGSCI  | 22    |
| INTER-AG  | 18    |
| INTER-HE  | 11    |
| INTER-LS  | 21    |
| INTEREGR  | 16    |
| INTLBUS   | 21    |
| INTLST    | 52    |
| ISYE      | 82    |
| ITALIAN   | 55    |
| JEWISH    | 56    |
| JOURN     | 87    |
| KINES     | 127   |
| LACIS     | 26    |
| LANDARC   | 61    |
| LATIN     | 24    |
| LAW       | 118   |
| LEGALST   | 48    |
| LINGUIS   | 35    |
| LIS       | 90    |
| LITTRANS  | 79    |
| LSC       | 52    |
| M\&ENVTOX | 7     |
| MARKETNG  | 65    |
| MATH      | 152   |
| MDGENET   | 8     |
| ME        | 132   |
| MEDHIST   | 41    |
| MEDICINE  | 59    |
| MEDIEVAL  | 32    |
| MEDPHYS   | 39    |
| MEDSC-M   | 29    |
| MEDSC-V   | 45    |
| MHR       | 68    |
| MICROBIO  | 45    |
| MILSCI    | 16    |
| MM\&I     | 22    |
| MOLBIOL   | 6     |
| MS\&E     | 60    |
| MUSIC     | 164   |
| MUSPERF   | 125   |
| NAVSCI    | 20    |
| NE        | 44    |
| NEURODPT  | 11    |
| NEUROL    | 7     |
| NEURSURG  | 5     |
| NTP       | 11    |
| NURSING   | 112   |
| NUTRSCI   | 64    |
| OBS\&GYN  | 18    |
| OCCTHER   | 39    |
| ONCOLOGY  | 13    |
| OPHTHALM  | 5     |
| OTM       | 44    |
| PATH      | 34    |
| PATH-BIO  | 29    |
| PEDIAT    | 27    |
| PHARMACY  | 36    |
| PHILOS    | 76    |
| PHMCOL-M  | 10    |
| PHMPRAC   | 41    |
| PHMSCI    | 58    |
| PHYASST   | 38    |
| PHYSICS   | 88    |
| PHYSIOL   | 3     |
| PHYTHER   | 37    |
| PLANTSCI  | 53    |
| PLPATH    | 37    |
| POLISCI   | 197   |
| POPHLTH   | 54    |
| PORTUG    | 33    |
| PSYCH     | 102   |
| PSYCHIAT  | 21    |
| PUBAFFR   | 54    |
| PUBLHLTH  | 23    |
| RADIOL    | 11    |
| REALEST   | 41    |
| RELIGST   | 90    |
| RHABMED   | 9     |
| RMI       | 24    |
| RP\&SE    | 101   |
| S\&APHM   | 16    |
| SCANDST   | 73    |
| SLAVIC    | 90    |
| SOC       | 145   |
| SOCWORK   | 87    |
| SOILSCI   | 46    |
| SPANISH   | 81    |
| SRMED     | 21    |
| STAT      | 91    |
| STDYABRD  | 52    |
| STS       | 8     |
| SURGERY   | 24    |
| SURGSCI   | 33    |
| THEATRE   | 88    |
| URBRPL    | 60    |
| UROLOGY   | 6     |
| ZOOLOGY   | 90    |

### designations

| family                 | value                                  | label                                                        |
| ---------------------- | -------------------------------------- | ------------------------------------------------------------ |
| breadth                | biological-science                     | Breadth - Biological Science                                 |
| breadth                | biological-science-or-social-science   | Breadth - Biological Science or Social Science               |
| breadth                | humanities                             | Breadth - Humanities                                         |
| breadth                | humanities-or-natural-science          | Breadth - Humanities or Natural Science                      |
| breadth                | humanities-or-social-science           | Breadth - Humanities or Social Science                       |
| breadth                | literature                             | Breadth - Literature                                         |
| breadth                | natural-science                        | Breadth - Natural Science                                    |
| breadth                | physical-science                       | Breadth - Physical Science                                   |
| breadth                | social-science                         | Breadth - Social Science                                     |
| breadth                | social-science-or-natural-science      | Breadth - Social Science or Natural Science                  |
| catalog-level          | advanced                               | Level - Advanced                                             |
| catalog-level          | elementary                             | Level - Elementary                                           |
| catalog-level          | intermediate                           | Level - Intermediate                                         |
| communication          | a                                      | Comm QR - Communication A                                    |
| communication          | b                                      | Comm QR - Communication B                                    |
| core-gened             | civics-and-perspectives                | Core GenEd - Civics & Perspectives                           |
| core-gened             | communication-and-literacy             | Core GenEd - Communication & Literacy                        |
| core-gened             | humanities-and-arts                    | Core GenEd - Humanities & Arts                               |
| core-gened             | mathematics-and-quantitative-reasoning | Core GenEd - Mathematics & Quantitative Reasoning            |
| core-gened             | natural-science-and-wellness           | Core GenEd - Natural Science & Wellness                      |
| core-gened             | natural-science-and-wellness-lab       | Core GenEd - Natural Science & Wellness + Lab                |
| core-gened             | social-and-behavioral-science          | Core GenEd - Social & Behavioral Science                     |
| ethnic-studies         | yes                                    | Ethnic St - Ethnic Studies                                   |
| frgn-lang              | 1st-semester-language                  | Frgn Lang - 1st semester language                            |
| frgn-lang              | 2nd-semester-language                  | Frgn Lang - 2nd semester language                            |
| frgn-lang              | 3rd-semester-language                  | Frgn Lang - 3rd semester language                            |
| frgn-lang              | 4th-semester-language                  | Frgn Lang - 4th semester language                            |
| frgn-lang              | 5th-semester-language                  | Frgn Lang - 5th + semester language                          |
| graduate-credit        | yes                                    | Grad 50% - Counts toward 50% graduate coursework requirement |
| honors                 | accelerated-honors                     | Honors - Accelerated Honors (!)                              |
| honors                 | honors-only-courses-h                  | Honors - Honors Only Courses (H)                             |
| honors                 | honors-optional                        | Honors - Honors Optional (%)                                 |
| liberal-arts           | l-and-s-liberal-arts-and-science       | L\&S Credit - L\&S Liberal Arts and Science                  |
| quantitative-reasoning | a                                      | Comm QR - Quantitative Reasoning A                           |
| quantitative-reasoning | b                                      | Comm QR - Quantitative Reasoning B                           |
| workplace              | workplace-experience                   | Workplace - Workplace Experience                             |

### deployed at

2026-10-21T15:26:46.388253+00:00

### site commit

daa1fadde432744ba417ff2b9999b11224ddd967

## subject

LIS

## collection

hardest

## results

### total

29

### page

1

### q



### term

1274

### availability

offered

### filters

#### term

1274

#### ranking

hardest

#### subject

LIS

### kind

course

### items

```json
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  {
    "course_uid": "course_26a3253bb559893e7f2e983f",
    "course_id": "LIS 407",
    "title": "DATA STORYTELLING WITH VISUALIZATION",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.527,
    "badges": [
      {
        "id": "grade-outcomes",
        "tag": "lower-grades",
        "label": "Lower grades",
        "tone": "negative",
        "evidence": "Spring 2026 · latest released grades before Spring 2027: 3.43 GPA across 121 letter grades, versus 3.78 for Library and Information Studies (26 courses). Requires a difference of at least 0.20 and 30 letter grades. Historical outcomes, not predicted difficulty.",
        "sources": [
          {
            "label": "Grade history and sources",
            "href": "/courses/LIS_407#grades"
          }
        ]
      }
    ],
    "description": "Introduction to data visualization covering effective tools for summarizing and analyzing data, limitations, and planning visualizations using software platforms.",
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        "text": "Students noted that understanding the concepts required some effort, but quizzes and assignments were easy if you attended class and followed the demonstrations.",
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            "instructor_name": "Xiang Zheng",
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    "course_id": "COMPSCI/LIS 472",
    "title": "INTRODUCTION TO WEB DEVELOPMENT",
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    "description": "Introduction to Web Development covers secure/interactive web content, programming fundamentals, CMSs, accessibility, design, ethics, and website implementation using scripting languages and frameworks.",
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    "title": "COLLECTION MANAGEMENT",
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    "description": "Teaches professional skills in collection development, selection, and control while examining societal forces and contemporary changes in access and ownership.",
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    "description": "Introduction to Text Mining covers computational methods for processing and analyzing text data, including NLP pipelines, text classification, information extraction, and ethical considerations.",
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        "text": "The course required four major homework assignments, though one student noted the grading feedback for these tasks was unclear.",
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    "description": "Code and Power analyzes media portrayals of race and gender in computing while teaching PHP web scripting and encouraging student reflection on industry participation.",
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    "course_uid": "course_101f752f7753cb71bef80f97",
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    "description": "Interaction Design Studio introduces human-centered interaction design for digital information systems, exploring design principles, cognition, and information science to develop new products and services through discussion and practice.",
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        "text": "A student described the course as consisting of one large group project and reported that the instructor seemingly had no plan to check in on groups or ensure work was divided evenly.",
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    "title": "HUMAN FACTORS IN INFORMATION SECURITY",
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    "description": "Human Factors in Information Security introduces personal, social, and organizational concepts, skills, and processes for enhancing individual and organizational security and privacy, especially online.",
    "discovery": {
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