library(plotly)
library(GGally)
library(htmlwidgets)
set.seed(1)
dat <- data.frame(ID = paste0("ID",sample(c(1:20),20)), A=rnorm(20), B=rnorm(20))
dat$ID <- as.character(dat$ID)
minVal = min(dat[,-1])
maxVal = max(dat[,-1])
p <- ggplot(data = dat, aes(x=A, y=B)) + coord_cartesian(xlim = c(minVal, maxVal), ylim = c(minVal, maxVal))
ggPS <- ggplotly(p)
myLength <- length(ggPS[["x"]][["data"]])
for (i in 1:myLength){
item =ggPS[["x"]][["data"]][[i]]$text[1]
if (!is.null(item))
if (!startsWith(item, "co")){
ggPS[["x"]][["data"]][[i]]$hoverinfo <- "none"
}
}
ggPS %>% onRender("
function(el, x, data) {
var Points = [];
var Traces = [];
var selRows = [];
data.dat.forEach(function(row){selRows.push(row);})
var xArr = [];
var yArr = [];
var keepIndex = [];
for (a=0; a<selRows.length; a++){
xArr.push(selRows[a]['A'])
yArr.push(selRows[a]['B'])
keepIndex.push(selRows[a]['ID'])
}
Points.push(keepIndex);
var tracePoints = {
x: xArr,
y: yArr,
hoverinfo: 'none',
mode: 'markers',
marker: {
color: 'black',
size: 4
}
};
Traces.push(tracePoints);
Plotly.addTraces(el.id, Traces);
var idRows = []
for (a=0; a<data.dat.length; a++){
idRows.push(data.dat[a]['ID'])
}
el.on('plotly_selected', function(e) {
numSel = e.points.length
cN = e.points[0].curveNumber;
var pointNumbers = [];
var selData = [];
for (a=0; a<numSel; a++){
pointNumbers.push(e.points[a].pointNumber)
selData.push(data.dat[idRows.indexOf(Points[0][pointNumbers[a]])])
}
var Traces = [];
var xArr = [];
var yArr = [];
for (a=0; a<selData.length; a++){
xArr.push(selData[a]['A'])
yArr.push(selData[a]['B'])
}
var trace = {
x: xArr,
y: yArr,
mode: 'markers',
marker: {
color: 'red',
size: 4
},
hoverinfo: 'none'
};
Traces.push(trace);
Plotly.addTraces(el.id, Traces);
})
}
", data = list(dat=dat))
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