Error plotting chart with facet_wrap and scales = “free” in plotly

问题

I have a time series with various categories (facets), and I am trying to create a chart using the facet_wrap feature from ggplot2 and upload it on plotly.

If I set scales = "fixed", I have no problem: the graph looks fine on my computer and on plotly. But if I set scales = "free", as in the code below, then the ggplot2 on my computer looks fine, but the plotly version is not showing up properly (either on my computer or the web).

Here is some sample code; I create some random values for 12 states covering a 16-year period from 2000 to 2015, and I want to plot a time series of those values with each state having its own chart and unique y-axis.

library(ggplot2)
library(plotly)

set.seed(1) 
states = sample(state.name, 12) ## create random list of 12 states 

## create random data with values for state and by year 
dat <- data.frame(Year = rep(2000:2015, times = 12),
              State = rep(states, each = 16),
              Value = rnorm((12*16), mean = 5, sd = 2))

## plot data with facet_wrap for each state
p <- ggplot(dat, aes(Year, Value)) + geom_line() + 
    facet_wrap(~ State, ncol = 4, scales = "free")
p
ggplotly(p)

The ggplot2 command (p) shows up as expected:

But the ggplotly(p) is distorted:

As far as I can tell, there was a previous thread on this topic, but it was not resolved:

Plotly Facets not translating properly

I would appreciate any help on this.

回答1:

If you are open to an alternative, you could try with native plotly with subplot. Try:

dat$id <- as.integer(dat$State)
p <- plot_ly(dat, x = Year, y = Value, group = State,
             xaxis = paste0("x", id), marker=list(color="black"))
p <- layout(
    subplot(p, nrows=3, margin = 0.05),
    xaxis = list(title = "Arizona"),
    xaxis2 = list(title = "Connecticut"),
    xaxis3 = list(title = "Florida"),
    xaxis4 = list(title = "Georgia"),
    xaxis5 = list(title = "Indiana"),
    xaxis6 = list(title = "Maine"),
    xaxis7 = list(title = "Nebraska"),
    xaxis8 = list(title = "Nevada"),
    xaxis9 = list(title = "New Hampshire"),
    xaxis10 = list(title = "South Dakota"),
    xaxis11 = list(title = "Tennessee"),
    xaxis12 = list(title = "Texas"), 

    yaxis = list(title = "Value"),
    yaxis2 = list(title = ""),
    yaxis3 = list(title = ""),
    yaxis4 = list(title = ""),
    yaxis5 = list(title = "Value"),
    yaxis6 = list(title = ""),
    yaxis7 = list(title = ""),
    yaxis8 = list(title = ""),
    yaxis9 = list(title = "Value"),
    yaxis10 = list(title = ""),
    yaxis11 = list(title = ""),
    yaxis12 = list(title = ""), showlegend = FALSE)
p

来源：https://stackoverflow.com/questions/37736103/error-plotting-chart-with-facet-wrap-and-scales-free-in-plotly

标签

ggplot2

plotly