This is a bite-size course to learn R programming for data visualizations. In the CRISP-DM data mining process, data visualization is at the data understanding stage. This course also covers data processing, which is at the data preparation stage.

Content

1. Getting Started
2. Getting Started
3. Getting Started
4. Hello World Application
5. Data Mining Process
6. Download Dataset
7. Read Dataset
8. Bar Plot
9. Export Bar Chart as Image
10. Horizontal Bar Chart
11. Histogram
12. Histogram with Density Line
13. Line Chart
14. Multiple Line Chart
15. Pie Chart
16. 3D Pie Chart
17. Scatterplot
18. Boxplot
19. Scatterplot Matrix
20. GGPlot 2
21. Aesthetic Mapping and Geometric
22. Geometrics
23. Labels and Titles
24. Themes
25. GGPlot2: Bar Chart
26. GGPlot2: Histogram
27. GGPlot2: Density Plot
28. GGPlot2: Scatterplot
29. GGPlot2: Line Chart
30. GGPlot2: Boxplot
31. Save GGPlot Image
32. Data Processing: Select Variables
33. Data Processing: Sort Data
34. Data Processing: Filter Data
35. Data Processing: Remove Duplicates and Missing Values