August 2022
Intermediate to advanced
392 pages
8h 45m
English
Content preview from Interactive Visualization and Plotting with Julia
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Section 2 – Advanced Plot Types
In this section, we will explore predefined plot types scattered through different libraries in the Julia ecosystem. We will introduce packages and plots needed for data analysis and visualization. In particular, we will learn about DataFrames and the Julia packages inspired by The Grammar of Graphics, namely, Gadfly, VegaLite, and AlgebraOfGraphics. Next, we will introduce StatsPlots and explore how to create classical statistical plots with Julia. Then, we will learn how to work with graphs and networks in Julia and explore different plotting libraries for their visualization. After that, we will change the subject again to learn how to draw maps and visualize geographically distributed data. Finally, we ...
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