View source: R/functionsPlotting_advanced.R
superbPlot.raincloud | R Documentation |
The raincloud layout display jittered dots as well as a "cloud" (half of a violin) above them. See Allen, Poggiali, Whitaker, Marshall, & Kievit (2018) The functions has these parameters:
superbPlot.raincloud( summarydata, xfactor, groupingfactor, addfactors, rawdata = NULL, violinParams = list(), jitterParams = list(), pointParams = list(), errorbarParams = list(), facetParams = list(), xAsFactor = TRUE )
summarydata |
a data.frame with columns "center", "lowerwidth" and "upperwidth" for each level of the factors; |
xfactor |
a string with the name of the column where the factor going on the horizontal axis is given; |
groupingfactor |
a string with the name of the column for which the data will be grouped on the plot; |
addfactors |
a string with up to two additional factors to make the rows and columns panels, in the form "fact1 ~ fact2"; |
rawdata |
always contains "DV" for each participants and each level of the factors |
violinParams |
(optional) list of graphic directives that are sent to the geom_violin layer |
jitterParams |
(optional) list of graphic directives that are sent to the geom_jitter layer |
pointParams |
(optional) list of graphic directives that are sent to the geom_point layer |
errorbarParams |
(optional) list of graphic directives that are sent to the geom_superberrorbar layer |
facetParams |
(optional) list of graphic directives that are sent to the facet_grid layer |
xAsFactor |
(optional) Boolean to indicate if the factor on the horizontal should continuous or discrete (default is discrete) |
a ggplot object
# This will make a plot with raincloud; they are better seen rotated: +coord_flip() superbPlot(ToothGrowth, BSFactors = c("dose","supp"), variables = "len", plotStyle="raincloud" ) # if you extract the data with superbData, you can # run this layout directly #processedData <- superbData(ToothGrowth, # BSFactors = c("dose","supp"), variables = "len" #) # #superbPlot.raincloud(processedData$summaryStatistic, # "dose", # "supp", # ".~.", # processedData$rawData)
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.