Fall 2026

Concepts and Tools for Data Analysis and Visualization

JOURN/LIS 677 introduces concepts and tools for data analysis and visualization through instruction and a final project.

offering recorded3 credits
Recorded instructors · Fall 2026 Gaofei LiSijia YangSOYEONG Cho +1 more

Summary

1 / 3

Recent recorded grades — Spring 2025: 3.91 GPA, 97.5% A/AB (n=79 letter grades); Fall 2025: 3.96 GPA, 97.6% A/AB (n=84 letter grades); Spring 2026: 3.73 GPA, 85.5% A/AB (n=69 letter grades).

Grade history

↗
average GPA
letter grades
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AB
B
BC
C
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All recorded terms · compare terms & instructors

Prerequisites

Course map

None

  • None
JOURN/LIS 677

This is a best-effort interpretation; check the catalog requirements above.

Prerequisite text tree
  • None

Professors

Fall 2026

No course-specific feedback yet.

Recent recorded grades — Fall 2021: 3.73 GPA, 86.4% A/AB (n=22 letter grades); Fall 2022: 3.75 GPA, 83.3% A/AB (n=12 letter grades); Spring 2024: 3.86 GPA, 96.9% A/AB (n=32 letter grades). Includes jointly taught sections.

Recent recorded grades — Fall 2024: 3.92 GPA, 93.8% A/AB (n=32 letter grades). Includes jointly taught sections.

Recent recorded grades — Spring 2025: 3.88 GPA, 96.0% A/AB (n=25 letter grades). Includes jointly taught sections.

Historical instructors & teaching patterns

SIJIA YANG is recorded teaching in Fall 2021, Fall 2022, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.

SOYEONG CHO is recorded teaching in Fall 2024. Recorded history may be incomplete and does not establish a future schedule.

YOO JI SUH is recorded teaching in Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

Recorded history may be incomplete and does not establish a future schedule.

Calendar & sections

Fall 2026

Schedule loads here as you scroll.

SectionModeEnrolled / capacityWaitlist
LEC 001Classroom Instruction30 / 295
LEC 002Classroom Instruction30 / 2713
LEC 004Classroom Instruction29 / 306
LEC 001Classroom Instruction1 / 00
LEC 002Classroom Instruction1 / 00
LEC 004Classroom Instruction0 / 00

Times are Central. Select a meeting for details; export includes recorded dates for the selected sections. Enrollment reflects scan time.

Meeting source records
Download part 1

Student experience

the class

Recent recorded grades — Spring 2025: 3.91 GPA, 97.5% A/AB (n=79 letter grades); Fall 2025: 3.96 GPA, 97.6% A/AB (n=84 letter grades); Spring 2026: 3.73 GPA, 85.5% A/AB (n=69 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Major concepts of information and data visualization
  • Specific tools for data analysis and visualization

Skills

  • Using specific tools for data analysis and visualization
  • Applying data visualization skills in a final project

Grades

Latest available · Spring 2026— not enough history to project Fall 2026.

average GPA
A / AB grades
letter grades
Instructor

Grade distribution · % of letter grades

A
AB
B
BC
C
D
F

Grades over time

Through Spring 2026

More grade details Grade mix, volume & source data

Where this course fits relative to

Latest available grades · Spring 2026 · all course levels

GPA

Higher than % of other courses in this group.

Course GPAs · red marks this course’s range

letter grades

More recorded grades than % of other courses in this group.

Typical course in this group: letter grades.

About this comparison

1283 courses over the same term, each with at least 30 recorded letter grades. Cross-listed courses count once. GPA is not a measure of difficulty or teaching quality. The typical course is the median by recorded grade count; tied values are not counted as lower. Grade counts describe course scale, not unique students or typical section size.

Descriptions compare GPA with this group’s average: at least 0.20 higher or lower; otherwise close to average. Section size uses median recorded enrollment: small up to 30, mid-sized 31–99, large 100+. Lectures and discussion/lab sections are described separately.

Sources & history

UW–Madison

Catalog & offerings

Descriptions, prerequisites, and recorded course offerings.

Catalog observation history

Observations at scan time; dates do not imply when a catalog change took effect.

Download part 1
Selected offering source records
JOURN/LIS 677 · Fall 2026

Concepts and Tools for Data Analysis and Visualization

Recorded 2026-09-07
JOURN/LIS 677 · Fall 2026

Concepts and Tools for Data Analysis and Visualization

Recorded 2026-09-07
Raw records 
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    "offering_id": "1272:512:024385",
    "course_id": "JOURN/LIS 677",
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    "term_id": "1272",
    "source_course_id": "024385",
    "source_subject_id": "512",
    "title": "Concepts and Tools for Data Analysis and Visualization",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Every Other Fall"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
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    "course_id": "JOURN/LIS 677",
    "course_uid": "course_559540bc080d84ea2a8e9ec1",
    "term_id": "1272",
    "source_course_id": "024385",
    "source_subject_id": "544",
    "title": "Concepts and Tools for Data Analysis and Visualization",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Every Other Fall"
  }
]
Rate My Professors

Student reviews

Original comments behind the course and instructor summaries.

Read original reviews

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Madgrades

Grade history

Recorded grade distributions by term, section, and instructor.

Explore recorded grades
Dataset & model

Recorded 2026-09-07

View the dataset on Hugging Face
Model outputs & technical records
nvidia/Qwen3.6-35B-A3B-NVFP4
LLM outputs across runs
Download part 1
Full model traces

Recorded model configuration, reasoning, and tool conversations.

Download part 1
Model & dataset provenance 
{
  "model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
  "model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
  "task_version": "14",
  "output_id": "1ca3faed7a298e01cac019ea61a924310efd6b63bedaab9db2719c7bd85c7e80",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}