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density plot with rCharts
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library(ggplot2) | |
library(pipeR) | |
library(rCharts) | |
#using ggplot2 stat_density help example | |
library(plyr) # to access round_any | |
movies$decade <- round_any(movies$year, 10) | |
# this is too slow but might work with your data | |
ggplot_build( | |
ggplot( | |
movies | |
, aes(x=rating, colour=decade, group=decade) | |
) + geom_density(fill=NA) | |
) %>>% | |
(nPlot( | |
data = .$data[[1]][,c("x","y","group")] | |
,x = "x" | |
,y = "y" | |
,group = "group" | |
,type = "lineChart" | |
)) | |
gB <- ggplot_build( | |
ggplot( | |
movies | |
, aes(x=rating, colour=decade, group=decade) | |
) + geom_density(fill=NA) | |
) | |
gB$data[[1]]$group = levels(factor(gB$plot$data[,gB$plot$labels$group]))[gB$data[[1]]$group] | |
gB %>>% | |
(dPlot( | |
data = .$data[[1]][,c("x","y","group")] | |
,x = "x" | |
,y = "y" | |
,groups = "group" | |
,type = "line" | |
,defaultColors = unique(.$data[[1]]$colour) | |
,yAxis = list( outputFormat = '.0%' ) | |
)) -> d1 | |
d1$setTemplate(afterScript = " | |
<script> | |
{{chartId}}[0].axes[0].shapes.call( | |
d3.svg.axis() | |
.scale( | |
d3.scale.linear() | |
.domain(d3.extent({{chartId}}[0].axes[0]._scale.domain(),function(d){return parseInt(d)})) | |
.range(d3.extent({{chartId}}[0].axes[0]._scale.range(),function(d){return parseInt(d)})) | |
) | |
.orient('bottom') | |
).selectAll('.tick > text') | |
.attr('transform','') | |
</script> | |
") | |
d1 |
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