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Data Visualization
filipinascimento/dataviz
INFO-I590 Data Visualization (Spring 2025)
Communication
Tutorials
Tutorials
Terminal Basics
Jupyter Lab
Google Colab Basics
VS Code Start Guide
Tutorial Python
Numpy basics
Pandas basics
GIT Basics
Web setup
Testing your ability with Python (Optional Homework)
Javascript Tutorial
W2: Recap of Fundamentals
W2: Recap of Fundamentals
Lecture 2: Recap and Setup
Assignment 2: Exploring Solar System Bodies
W3: Principles of Data Visualization
W3: Principles of Data Visualization
Why Visualization?
Week 3 Assignment: Perception
W5: Data Types and Data Structures
W5: Data Types and Data Structures
Lecture 9: Tidy Data
Lecture 9.5: More on Tidy Data
Homework 5 - Tidy and Process the Billboard Dataset
W6: Encoding and 1D
W6: Encoding and 1D
Mapping data
Homework 6A - 1D Visualization
Homework 6B - Visual Encoding
W7: Histograms and Logarithmic Scales
W7: Histograms and Logarithmic Scales
Logarithmic Scale Example
Homework 7 - Log Scale
W8: Beyond 1D
W8: Beyond 1D
Visualizing Beyond 1D
Homework 8 - Beyond 1D visualizations
W9: Dimension Reduction
W9: Dimension Reduction
Dimension Reduction Techniques
Homework 9 - Dimensionality Reduction
W10: Maps
W10: Maps
Visualizing Maps
Homework 10 - Maps (optional)
W11: Text
W11: Text
Text Visualization with Python
Homework 11 - Text (optional)
W12: Networks
W12: Networks
igraph basics (python library)
Visualizing networks
Community detection Examples
Fruchterman-Reingold algorithm
Homework 12 - Networks
Javascript Tutorial
[Under construction]
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