Package index

Building a plot

Start a plot from a data frame, an sf object, or an igraph graph, then render it or write it to a file.

Layers that draw data. Scales train across every mark on the panel.

mark_point() mark_line() mark_rule() mark_bar(): Add marks to a plot
mark_area() mark_ribbon() mark_step(): Area, ribbon, and step marks
mark_segment(): Segment mark

mark_boxplot() mark_errorbar() mark_linerange() mark_summary(): Boxplot, error bar, and summary marks
mark_violin() mark_ridgeline() mark_dotplot(): Density-shape marks
mark_histogram() mark_smooth(): Statistical marks
mark_ecdf() mark_rug() mark_qq() mark_qq_line(): Distribution marks
mark_tile() mark_raster() mark_bin2d() mark_density() mark_hex(): Heatmap marks
mark_contour() mark_contour_filled(): 2-D density contours

Map data values to visual properties, with trained domains and guides.

scale_x_continuous() scale_y_continuous() scale_x_discrete() scale_y_discrete(): Position scales
scale_x_binned() scale_y_binned(): Binned position scales
scale_x_date() scale_y_date() scale_x_datetime() scale_y_datetime() scale_x_time() scale_y_time(): Date and time position scales
scale_color_continuous() scale_color_discrete() scale_color_manual() scale_color_gradient() scale_fill_continuous() scale_fill_discrete() scale_fill_manual() scale_fill_gradient() scale_colour_continuous() scale_colour_discrete() scale_colour_manual() scale_colour_gradient(): Colour scales
scale_fill_binned() scale_color_binned(): Binned (classed) colour scales
scale_shape(): Shape scale
scale_size(): Size scale
scale_alpha() scale_alpha_continuous(): Alpha (opacity) scale
scale_linetype() scale_linetype_discrete(): Line-type scale
scale_color_identity() scale_fill_identity() scale_colour_identity() scale_size_identity() scale_shape_identity() scale_alpha_identity() scale_linetype_identity(): Identity scales
lims() xlim() ylim(): Set scale limits with a shortcut
guides() guide_none() guide_legend(): Control a scale's legend
resolve_scale(): Resolve scales as shared or independent across panels
after_stat(): Map an aesthetic to a statistic computed by a stat

coord_cartesian() coord_flip() coord_fixed() coord_equal(): Coordinate systems
coord_trans(): Transformed coordinate system
coord_polar(): Polar coordinates
coord_sf(): Map coordinate system
facet_wrap() facet_grid(): Facet a plot into a grid of panels
add_marginal(): Add marginal distributions to a plot

Combine plots into a single figure, or repeat one over a variable.

concat() wrap_plots() hconcat() vconcat(): Arrange plots side by side
inset(): Overlay a plot as an inset
plot_spacer(): Reserve an empty cell in a composition
area(): Define a layout area for design =
repeat_(): Repeat a view across fields
compose_annotation(): Annotate a composition

theme_gray() theme_minimal() theme_bw() theme_classic() theme_void() theme_cyberpunk() theme() set_theme(): Plot themes
theme_sketch(): Hand-drawn plot theme
element_text() element_line() element_rect() element_blank(): Theme elements
labs(): Set plot titles and axis/legend labels
annotate(): Add a one-off annotation
md(): Rich-text labels

Glow, shadow, outline, hand-drawn sketching, and gradient fills.

Attach a text alternative for screen readers, or inspect how a spec compiled into a scene.

vellumplot vellumplot-package: vellumplot: A Grammar of Graphics on the 'vellum' Backend