Data and Results Visualization (Data Analytics and Decision Sciences PhD Course, Politecnico di Milano, May - June 2019)

In this repository you can find the materials (slides, examples, data) used for the Data and Results Visualization course.

Slides

• Course Information
• Part 1: Introduction, and Design Framework
• Part 2: Visualization Tools, Marks and Channels and Guidelines
• Part 3: Tables, Spatial data, Networks and Trees
• Part 4: Interactive Visualisation, Dashboards, Dealing with Complexity, and Validation

Hands-on

• Introduction to Pandas
• Introduction to Matplotlib
• Introduction to Seaborn
• Visualizing tables: Iris dataset
• Visualizing tables: Titanic dataset
• Visualizing spatial data: examples
• Visualizing networks: Les Miserable
• Examples of interactive visualisation with Bokeh
• Dealing with complexity: Motor Trend Car Road Tests

Datasets

• Iris
• Nations
• Titanic
• Peaks
• Les Miserables
• Motor Trend Car Road Tests

Resources

Textbooks

• Visualization Analysis and Design
• The Visual Display of Quantitative Information
• Information Visualization: Perception for Design
• Show me the numbers

Web

• https://datavizcatalogue.com/
• http://junkcharts.typepad.com/
• https://python-graph-gallery.com/
• http://www.thefunctionalart.com/
• http://www.perceptualedge.com/
• http://chartporn.org/

Software

• Anaconda
• Tableau Public