Created
January 31, 2018 08:09
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Split Violin Plot for ggplot2
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# https://stackoverflow.com/a/45614547 | |
GeomSplitViolin <- ggproto("GeomSplitViolin", GeomViolin, draw_group = function(self, data, ..., draw_quantiles = NULL){ | |
data <- transform(data, xminv = x - violinwidth * (x - xmin), xmaxv = x + violinwidth * (xmax - x)) | |
grp <- data[1,'group'] | |
newdata <- plyr::arrange(transform(data, x = if(grp%%2==1) xminv else xmaxv), if(grp%%2==1) y else -y) | |
newdata <- rbind(newdata[1, ], newdata, newdata[nrow(newdata), ], newdata[1, ]) | |
newdata[c(1,nrow(newdata)-1,nrow(newdata)), 'x'] <- round(newdata[1, 'x']) | |
if (length(draw_quantiles) > 0 & !scales::zero_range(range(data$y))) { | |
stopifnot(all(draw_quantiles >= 0), all(draw_quantiles <= | |
1)) | |
quantiles <- ggplot2:::create_quantile_segment_frame(data, draw_quantiles) | |
aesthetics <- data[rep(1, nrow(quantiles)), setdiff(names(data), c("x", "y")), drop = FALSE] | |
aesthetics$alpha <- rep(1, nrow(quantiles)) | |
both <- cbind(quantiles, aesthetics) | |
quantile_grob <- GeomPath$draw_panel(both, ...) | |
ggplot2:::ggname("geom_split_violin", grid::grobTree(GeomPolygon$draw_panel(newdata, ...), quantile_grob)) | |
} | |
else { | |
ggplot2:::ggname("geom_split_violin", GeomPolygon$draw_panel(newdata, ...)) | |
} | |
}) | |
geom_split_violin <- function (mapping = NULL, data = NULL, stat = "ydensity", position = "identity", ..., draw_quantiles = NULL, trim = TRUE, scale = "area", na.rm = FALSE, show.legend = NA, inherit.aes = TRUE) { | |
layer(data = data, mapping = mapping, stat = stat, geom = GeomSplitViolin, position = position, show.legend = show.legend, inherit.aes = inherit.aes, params = list(trim = trim, scale = scale, draw_quantiles = draw_quantiles, na.rm = na.rm, ...)) | |
} |
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good job