Data Import with the tidyverse
R packages
A small sample of ones I use regularly.
Data wrangling
Data analysis
Plotting
Books and Literature
A selection that I always seem to refer back to.
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Data Structures & Algorithms With Python
Kent D. Lee & Steve Hubbard
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Data Visualization with R
Rob Kabacoff
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Practical Statistics for Data Scientists, 2nd edition
Peter Bruce, Andrew Bruce & Peter Gedeck
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Building reproducible analytical pipelines with R
Bruno Rodrigues
Other Resources
A selection of resources that I have found useful.
Infographics and Cheat Sheets
Links to original source included.
Data Tidying with tidyr
Data Transformation with dplyr
Data Visualization with ggplot2
Spatial manipulaiton with sf
Write and Render with Markdown
