Part 1

Your first plots

1Getting started with ggplot2→2The grammar of graphics→3Aesthetics: mapping data with aes()→4How to read ggplot2 code: 10 real plots deconstructed→5ggplot2 in one sitting→

Part 2

The core geoms

6Scatter plots→7Line charts→8Bar charts→9Distributions: histogram, density, box, violin→10Area charts and ribbons→11Text and labels: geom_text, geom_label, ggrepel→12Two-variable distributions: 2d density and hexbin→13Error bars and ranges→

Part 3

Statistical layers

14Trend lines with geom_smooth→15The stat system: what every geom computes→16stat_summary: means and CIs on the plot→17Position adjustments: stack, dodge, jitter, fill→

Part 4

Scales: the control room

18Scales: limits, breaks, labels→19Color scales and palettes→20Log scales→21Secondary axes→22Date and time axes→23Legends: position, remove, rename, reorder→24Scale transformations beyond log→

Part 5

Coordinates and maps

25Coordinate systems→26Pie charts and polar coordinates, honestly→27Spatial data with sf→28Choropleth maps→29Bubble and point maps→

Part 6

Facets: small multiples

30Facets: wrap and grid→31Advanced faceting with ggh4x→32The small-multiples workflow→

Part 7

Themes and polish

33The theme system→34Labels and annotations→35Custom fonts that actually work→36Build a complete theme from scratch→37Chart annotation as storytelling→

Part 8

Composing figures

38Combining plots with patchwork→39Insets and magnifier panels→40The one-page multi-panel brief→

Part 9

The chart gallery

41Heatmaps→42Ridgeline plots→43Treemaps→44Sankey and alluvial charts→45Waffle charts→46Lollipop charts→47Dumbbell and slope charts→48Bump charts: rank over time→49Population pyramids and diverging bars→50The Top 50 gallery→

Part 10

Showing uncertainty and models

51Visualizing uncertainty: intervals, bands, ggdist→52Significance brackets on charts→53Coefficient plots and marginal effects→54Raincloud plots and honest comparisons→

Part 11

Interactive and animated

55ggplot2 to plotly→56gganimate: animation that means something→57ggiraph: hoverable SVG for the web→58Interactive maps with leaflet→

Part 12

Extending and scaling

59The extension tour: ggrepel, ggtext, gghighlight→60Write your own geom and stat→61Plot templates: functions that return ggplots→62Plotting big data→

Part 13

Publication and capstones

63Publication-quality figures→64Export mastery: ggsave, devices, DPI→65Accessible graphics: color vision and contrast→66Capstone: a publication figure system→67Capstone: recreating three professional charts→