Basics
These articles cover the fundamentals: data, techniques, statistics, etc.
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Data: Continuous vs. Categorical
Data comes in a number of different types, which determine what kinds of mapping can be used for them. The most basic distinction is that between continuous (or quantitative) and categorical data, which has a profound impact on the types of visualizations that can be used.