Finance Train
Menu

Ebooks

📊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 chapters · 1 free to read, 28 in the PDF

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.

Chapters

  1. 1Overview of Data VisualizationRead free
  2. 2When to Use Bar Chart, Column Chart, and Area ChartIn the PDF
  3. 3What is Line Chart and When to Use ItIn the PDF
  4. 4What are Pie Chart and Donut Chart and When to Use ThemIn the PDF
  5. 5How to Read Scatter Chart and Bubble ChartIn the PDF
  6. 6What is a Box Plot and How to Read ItIn the PDF
  7. 7Understanding Japanese Candlestick Charts and OHLC ChartsIn the PDF
  8. 8Understanding Treemap, Heatmap and Other Map ChartsIn the PDF
  9. 9Visualization in Data ScienceIn the PDF
  10. 10Graphic Systems in RIn the PDF
  11. 11Accessing Built-in Datasets in RIn the PDF
  12. 12How to Create a Scatter Plot in RIn the PDF
  13. 13Create a Scatter Plot in R with Multiple GroupsIn the PDF
  14. 14Creating a Bar Chart in RIn the PDF
  15. 15Creating a Line Chart in RIn the PDF
  16. 16Plotting Multiple Datasets on One Chart in RIn the PDF
  17. 17Adding Details and Features to R PlotsIn the PDF
  18. 18Introduction to ggplot2In the PDF
  19. 19Grammar of Graphics in ggplotIn the PDF
  20. 20Data Import and Basic Manipulation in R - German Credit DatasetIn the PDF
  21. 21Create ggplot Graph with German Credit Data in RIn the PDF
  22. 22Splitting Plots with Facets in ggplotsIn the PDF
  23. 23ggplot2 - Chart Aesthetics and Position Adjustments in RIn the PDF
  24. 24Creating a Line Chart in ggplot 2 in RIn the PDF
  25. 25Add a Statistical Layer on Line Chart in ggplot2In the PDF
  26. 26stat_summary for Statistical Summary in ggplot2 RIn the PDF
  27. 27Facets for ggplot2 Charts in RIn the PDF
  28. 28Coordinates in ggplot2 in RIn the PDF
  29. 29Changing ThemesIn the PDF