multiple series in Highcharter R stacked barchart

Question

After going through the highcharter package documentation, visiting JBKunst his website, and looking into list.parse2(), I still can not solve the problem. Problem is as fol

Answer 1

a good approach to add multiples series in my opinion is use hc_add_series_list (oc you can use a for loop) which need a list of series (a series is for example list(name="A",data=mydata$A).

As you said, you need to melt/gather the data, you can use tidyr package:

mynewdata <- gather(mydata)

Then you'll need to group the data by key argument to create the data for each key/series. Here you can use dplyr package:

mynewdata2 <- mynewdata %>%
  # we change the key to name to have the label in the legend
  group_by(name = key) %>%  
  # the data in this case is simple, is just .$value column
  do(data = .$value) 

This data frame will contain two columns and the 2nd colum will contain the ten values for each row.

Now you need this information in a list. So we need to parse using list.parse3 instad of list.parse2 beacuse preserve names like name or data.

series <- list.parse3(mynewdata2)

So finally change:

hc_series(list(name="A",data=mydata$A),
    list(name="B",data=mydata$B),
    list(name="C",data=mydata$C))

by:

hc_add_series_list(series)

Hope this is clear.