Is there anyway to hide the tooltip color traces on a ggplot chart which has been made interactive w/ plotly? In the example below I would like my tooltip to go from this:
To this:
library(plotly)
library(tidyverse)
## fake data
dat <- data.frame(date = seq(as.Date("1910/1/1"), as.Date("1910/1/10"), "days"),
pred = 1:10,
pred2 = 31:40,
ci_low = seq(0, 9, 1),
ci_upper = seq(2, 11, 1))
## plot
p1 <- dat %>%
ggplot(aes(x = date, y = pred)) +
geom_line(color = "red", aes(group = 1, text = paste("date:", date, "\npred:", pred, "\npred2:", pred2, "\nci_low:", ci_low, "\nci_upper:", ci_upper))) +
geom_line(aes(group = 1, x = date, y = pred2), color = "green") +
geom_ribbon(aes(group = 1, x = date, ymin = ci_low, ymax = ci_upper), alpha = 0.2, linetype = 0)
## plotly-fy
ggplotly(p1, tooltip = c("text")) %>%
layout(hovermode = "x unified") %>%
style(hoverinfo = "skip", traces = 2)
Hopefully there is a better way but here is a workaround using a hidden trace:
library(plotly)
# library(tidyverse)
## fake data
dat <- data.frame(date = seq(as.Date("1910/1/1"), as.Date("1910/1/10"), "days"),
pred = 1:10,
pred2 = 31:40,
ci_low = seq(0, 9, 1),
ci_upper = seq(2, 11, 1))
## plot
p1 <- dat %>%
ggplot(aes(x = date, y = pred)) +
geom_point(color = NA, aes(group = 1, text = paste("date:", date, "\npred:", pred, "\npred2:", pred2, "\nci_low:", ci_low, "\nci_upper:", ci_upper))) +
geom_line(aes(group = 1, x = date, y = pred), color = "red") +
geom_line(aes(group = 1, x = date, y = pred2), color = "green") +
geom_ribbon(aes(group = 1, x = date, ymin = ci_low, ymax = ci_upper), alpha = 0.2, linetype = 0)
## plotly-fy
ggplotly(p1, tooltip = c("text")) %>%
layout(hovermode = "x unified") %>%
style(hoverinfo = "skip", traces = c(2:4))