LARGE-SCALE VISUAL ANALYTICS (CS-GY 6323) 2020 Spring

This is the github page for the labs and assignments covered by visual analytic (CS-GY 6323).

General Information

Syllabus

Instructor

Prof. Enrico Bertini

370 Jay, Rm 1154

Phone: 646 997 3731

[email protected]

Office hours: Thu 6:00 pm, or by appointment on Fri.

TA for labs

Jun Yuan

Contact: [email protected]

For help with labs and projects, reach out via email.

Lecture Slides

• What is Visual Analytics?

• Analytical Processes

• Review Exercise: EDA

• Time-Oriented Data

• Geo-Oriented Data

• Aggregated Statistics

• Multidimenional Data

• Text Data

Labs and Slides

01/30: Introduction to Jupyter (pdf)

02/20: Preprocessing for Visualization (pdf)

02/27: Visualization with Altair

03/05: Map Visualization (notebook)

03/12: Temporal Data Visualization (in-class notebook)(complete notebook)(data)

03/26: Statistics Visualization (in-class notebook)(data)

04/16: High Dimensional Data Visualization (in-class notebook)(complete notebook)(data)

04/23: High Dimensional Data Visualization - Clustering and Projection (in-class notebook)

05/04: High Dimensional Data Visualization - Correlation and Relevance (notebook)

05/07: Text Data Visualization (data preparation, in-class notebook, updated notebook)