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Sketchy empirical cumulative distribution

Source: R/geom-sketch-ecdf.R
geom_sketch_ecdf.Rd

geom_sketch_ecdf() draws the empirical CDF of a continuous variable as a hand-drawn stairstep - the sketch analogue of ggplot2::stat_ecdf() / geom_step(stat = "ecdf"). Needs an x aesthetic; each group gets its own curve.

Usage

geom_sketch_ecdf(
  mapping = NULL,
  data = NULL,
  stat = "ecdf",
  position = "identity",
  ...,
  n = NULL,
  pad = FALSE,
  roughness = 0.8,
  bowing = 0.5,
  n_passes = 2L,
  seed = NULL,
  na.rm = FALSE,
  show.legend = NA,
  inherit.aes = TRUE
)

Arguments

mapping

Set of aesthetic mappings created by ggplot2::aes().

data

Data to display.

stat

Statistical transformation. Default "identity".

position

Position adjustment. Default "identity".

...

Other arguments passed on to the layer.

n

If NULL (default), the ECDF jumps at each observed value; otherwise the curve is evaluated at n evenly spaced points (passed to ggplot2::stat_ecdf()).

pad

If TRUE, add -Inf/Inf plateaus at the ends. Default FALSE (the roughened line spans the data range only, avoiding infinite coordinates).

roughness

Non-negative roughness (0 = straight). Default 1. For geom_sketch_segment() this is a mappable aesthetic (map it per segment with aes(roughness = ), rescaled by scale_roughness_continuous()); for geom_sketch_step() it is a layer parameter (one path per group).

bowing

Non-negative bowing multiplier. Default 1.

n_passes

Number of stroke passes. Default 2.

seed

Integer seed. NULL uses getOption("ggsketch.seed", 1L).

na.rm

Remove missing values silently? Default FALSE.

show.legend

Logical; include in legend?

inherit.aes

Override default aesthetics?

Value

A ggplot2 layer object.

See also

Other sketch-geoms: GeomSketchAbline, GeomSketchArrow, GeomSketchBoxplot, GeomSketchBracket, GeomSketchCallout, GeomSketchChicklet, GeomSketchCol, GeomSketchContourFilled, GeomSketchCurve, GeomSketchDotplot, GeomSketchDumbbell, GeomSketchEdge, GeomSketchEllipse, GeomSketchEngrave, GeomSketchGantt, GeomSketchHex, GeomSketchLine, GeomSketchLinerange, GeomSketchLollipop, GeomSketchMarkCircle, GeomSketchMarkHull, GeomSketchPath, GeomSketchPoint, GeomSketchPolygon, GeomSketchRect, GeomSketchRibbon, GeomSketchRug, GeomSketchSegment, GeomSketchSfPolygon, GeomSketchSlope, GeomSketchSmooth, GeomSketchSpoke, GeomSketchTextRepel, GeomSketchViolin, StatSketchBeeswarm, StatSketchCalendar, StatSketchDensityRidges, StatSketchFunnel, StatSketchPie, StatSketchPyramid, StatSketchRadar, StatSketchStream, StatSketchTreemap, StatSketchWaffle, StatSketchWaterfall, annotate_sketch(), annotate_sketch_arrow(), annotate_sketch_callout(), annotate_sketch_highlight(), geom_sketch_alluvial(), geom_sketch_arc_diagram(), geom_sketch_bin2d(), geom_sketch_bump(), geom_sketch_chord(), geom_sketch_contour(), geom_sketch_count(), geom_sketch_dendrogram(), geom_sketch_density(), geom_sketch_density2d(), geom_sketch_function(), geom_sketch_histogram(), geom_sketch_jitter(), geom_sketch_marimekko(), geom_sketch_mosaic(), geom_sketch_parallel(), geom_sketch_qq(), geom_sketch_quantile(), geom_sketch_rose(), geom_sketch_sunburst(), geom_sketch_text(), sketch_graph()

Examples

library(ggplot2)
ggplot(mtcars, aes(mpg)) +
  geom_sketch_ecdf(colour = "#2E86C1", seed = 1L) +
  theme_sketch()