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Julia Data Science

1.1 What is Data Science?

1.2 Software Engineering

1.3 Acknowledgements

2.1 For Non-Programmers

2.2 For Programmers

2.3 What Julia Aims to Accom..

2.4 Julia in the Wild

3.1 Development Environments

3.2 Language Syntax

3.3 Native Data Structures

3.4 Filesystem

3.5 Julia Standard Library

4 DataFrames.jl

4.1 Load and Save Files

4.2 Index and Summarize

4.3 Filter and Subset

4.5 Types and Categorical Da..

4.7 Variable Transformations

4.8 Groupby and Combine

4.9 Missing Data

4.10 Performance

5 Data Visualization with Ma..

5.1 CairoMakie.jl

5.2 Attributes

5.4 Using LaTeXStrings.jl

5.5 Colors and Colormaps

5.6 Layouts

5.7 GLMakie.jl

5.8 A Makie recipe for a Dat..

6.1 Packages Versions

6.2 Notation

6 Appendix

5.8 A Makie recipe for a Dat.. ← → 6.1 Packages Versions

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CC BY-NC-SA 4.0 Jose Storopoli, Rik Huijzer, Lazaro Alonso