Introduction to R and RStudio
Figure 1
![Screenshot of RStudio showing the 4 "panes".](../fig/rstudio_screenshot.png)
Figure 2
![Screenshot of the RStudio Global Options, with "Restore .RData into workspace at startup" unchecked, and "Save workspace to .RData on exit" set to "Never".](../fig/rstudio_settings.png)
Figure 3
![RStudio Files pane with current directory path highlighted.](../fig/files_pane.png)
Data visualization with ggplot2
Figure 1
![](../fig/visualizing-ggplot-rendered-bare-plot-1.png)
Figure 2
![](../fig/visualizing-ggplot-rendered-plot-with-axes-1.png)
Figure 3
![](../fig/visualizing-ggplot-rendered-scatter-plot-1.png)
Figure 4
![](../fig/visualizing-ggplot-rendered-change-alpha-1.png)
Figure 5
![](../fig/visualizing-ggplot-rendered-change-color-1.png)
Figure 6
![](../fig/visualizing-ggplot-rendered-color-plot-type-1.png)
Figure 7
![](../fig/visualizing-ggplot-rendered-modify-points-challenge-answer-1.png)
Figure 8
![](../fig/visualizing-ggplot-rendered-modify-color-challenge-answer-1.png)
Figure 9
![](../fig/visualizing-ggplot-rendered-scale-viridis-1.png)
Figure 10
![](../fig/visualizing-ggplot-rendered-scale-log-1.png)
Figure 11
![](../fig/visualizing-ggplot-rendered-blank-boxplot-1.png)
Figure 12
![](../fig/visualizing-ggplot-rendered-boxplot-1.png)
Figure 13
![](../fig/visualizing-ggplot-rendered-boxplot-color-1.png)
Figure 14
![](../fig/visualizing-ggplot-rendered-boxplot-fill-1.png)
Figure 15
![](../fig/visualizing-ggplot-rendered-boxplot-label-wrap-1.png)
Figure 16
![](../fig/visualizing-ggplot-rendered-boxplot-points-1.png)
Figure 17
![](../fig/visualizing-ggplot-rendered-boxplot-jitter-1.png)
Figure 18
![](../fig/visualizing-ggplot-rendered-boxplot-outliers-1.png)
Figure 19
![](../fig/visualizing-ggplot-rendered-global-color-1.png)
Figure 20
![](../fig/visualizing-ggplot-rendered-geom-color-1.png)
Figure 21
![](../fig/visualizing-ggplot-rendered-reverse-layers-1.png)
Figure 22
![](../fig/visualizing-ggplot-rendered-fill-na-1.png)
Figure 23
![](../fig/visualizing-ggplot-rendered-violin-challenge-answer-1.png)
Figure 24
![](../fig/visualizing-ggplot-rendered-violin-challenge-answer-2-1.png)
Figure 25
![](../fig/visualizing-ggplot-rendered-unnamed-chunk-1-1.png)
Figure 26
![](../fig/visualizing-ggplot-rendered-theme-bw-1.png)
Figure 27
![](../fig/visualizing-ggplot-rendered-text-size-1.png)
Figure 28
![](../fig/visualizing-ggplot-rendered-element-blank-1.png)
Figure 29
![](../fig/visualizing-ggplot-rendered-legend-remove-1.png)
Figure 30
![](../fig/visualizing-ggplot-rendered-labels-1.png)
Figure 31
![](../fig/visualizing-ggplot-rendered-customizing-challenge-answer-1.png)
Figure 32
![](../fig/visualizing-ggplot-rendered-facet-wrap-1.png)
Exploring and understanding data
Working with data
Figure 1
![](../fig/working-with-data-rendered-date-plot-challenge-answer-1.png)
Figure 2
![](../fig/working-with-data-rendered-time-series-challenge-answer-1.png)
Figure 3
![Diagram depicting the behavior of `pivot_wider()` on a small tabular dataset.](../fig/pivot_wider.png)
Figure 4
![Diagram depicting the behavior of `pivot_longer()` on a small tabular dataset.](../fig/pivot_longer.png)