In an Rmarkdown html document, how does one select a default value for a crosstalk::filter_select dropdown that will work with plotly plots? E.g., in the example below, to have just group 'a' selected when the RMD is knitted.
I know that for the reprex below example using plotly buttons would be easier, but when there are more than 4-5 or so choices the plotly dropdowns/buttons take up too much room/are quite ugly. Also hoping to avoid running a shiny server, the idea is to have everything running client side for speed purposes.
There is a PR in crosstalk that adds a "default choice" argument to the filter_select function, but that version doesn't work with plotly (https://github.com/rstudio/crosstalk/pull/70). I would guess the easiest way would be to add javascript to the doc to manipulate the crosstalk object, but a few experiments haven't gotten very far yet.
Reprex rmd:
---
output:
html_document
---
```{r echo=FALSE, message=FALSE, warning=FALSE}
library(plotly)
# example data
dat <- tibble::tribble(~filterBy, ~x, ~y,
"a", 1, 1,
"b", 2, 1,
"a", 1, 2,
"b", 2, 2,
"a", 1, 3,
"b", 2, 3,
"a", 1, 2,
"b", 2, 3,
"c", 3, 1,
"c", 3, 2,
"c", 3, 3
)
# initializing a crosstalk shared data object
plotdat <- highlight_key(dat)
# Filter dropdown
question_filter <- crosstalk::filter_select(
"filter", "Select a group to examine",
plotdat, ~filterBy, multiple = F
)
# Plotting:
plot <- plot_ly( plotdat,
x = ~x, y = ~y, text = ~filterBy, mode = "markers+text",
textposition = "top", hoverinfo = "x+y"
)
# Just putting things together for easy display:
shiny::tags$div(class = 'flexbox',
question_filter,
shiny::tags$br(),
plot)
```
You can directly manipulate the selectize boxes that crosstalk
filter_select
ouputs using javascript, the trick is triggering it on load like so: