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📊R Programming📈Data Analysis & Visualization

Data Visualization with R

Learn how to create beautiful data visualizations in R using Base R graphics and ggplot2

29 lessons · 1 free to read, 28 in the ebook

Learn how to create beautiful data visualizations in R using Base R graphics and ggplot2

The key objective of any data science project is to use automated methods to analyze massive amounts of data and extract knowledge from it. This puts data visualization at the forefront of any data science project.

In this book, you will learn about various types of charts and tables to present the data in a quick, understandable, and meaningful way.

You will also learn about how to create data visualizations using base graphics and ggplot2 in R. The book takes a data science case study and helps you visualize the data from various perspectives using these R packages.

What's inside

  1. 1Overview of Data VisualizationFree
  2. 2When to Use Bar Chart, Column Chart, and Area ChartEbook
  3. 3What is Line Chart and When to Use ItEbook
  4. 4What are Pie Chart and Donut Chart and When to Use ThemEbook
  5. 5How to Read Scatter Chart and Bubble ChartEbook
  6. 6What is a Box Plot and How to Read ItEbook
  7. 7Understanding Japanese Candlestick Charts and OHLC ChartsEbook
  8. 8Understanding Treemap, Heatmap and Other Map ChartsEbook
  9. 9Visualization in Data ScienceEbook
  10. 10Graphic Systems in REbook
  11. 11Accessing Built-in Datasets in REbook
  12. 12How to Create a Scatter Plot in REbook
  13. 13Create a Scatter Plot in R with Multiple GroupsEbook
  14. 14Creating a Bar Chart in REbook
  15. 15Creating a Line Chart in REbook
  16. 16Plotting Multiple Datasets on One Chart in REbook
  17. 17Adding Details and Features to R PlotsEbook
  18. 18Introduction to ggplot2Ebook
  19. 19Grammar of Graphics in ggplotEbook
  20. 20Data Import and Basic Manipulation in R - German Credit DatasetEbook
  21. 21Create ggplot Graph with German Credit Data in REbook
  22. 22Splitting Plots with Facets in ggplotsEbook
  23. 23ggplot2 - Chart Aesthetics and Position Adjustments in REbook
  24. 24Creating a Line Chart in ggplot 2 in REbook
  25. 25Add a Statistical Layer on Line Chart in ggplot2Ebook
  26. 26stat_summary for Statistical Summary in ggplot2 REbook
  27. 27Facets for ggplot2 Charts in REbook
  28. 28Coordinates in ggplot2 in REbook
  29. 29Changing ThemesEbook