geom_xspline not implemented in plotly - getting error message when using ggplotly() function
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Description
I get an error message when trying to implement geom_xspline with
plotly.
I get the desired graph in ggplot2 but the plot cannot be converted to a
plotly object when using the ggplotly function.
You can find the code showcasing this below.
library(pacman)
pacman::p_load(tidyverse, datasets, plotly, ggplotly, ggalt)
# airmiles built-in dataset:
airmiles <- datasets::airmiles
year <- 1937:1960
airmiles <- data.frame(year = year, airmiles = airmiles)
# "line" plot using geom_xspline from ggalt package:
plot_airmiles <- ggplot(data = airmiles,
aes(x = year, y = airmiles)) +
geom_point(alpha = 0.75) +
geom_xspline(spline_shape = -0.7) +
scale_y_continuous(n.breaks = 10)
plot_airmiles
# interactive plot: using ggplotly doesn't work
ggplotly(plot_airmiles)
Could this be implemented in plotly? Is there any way I can still
produce the interactive graph in plotly without waiting for this to be
implemented?
The plotly documentation (https://linking.plotly-r.com/custom-geoms)
mentions the possibility of creating custom geoms and using the
to_basic() function from the plotly package to “convert” the custom geom
into a geom plotly understands.
In the link above, the authors provide an example for geom_xspline
specifically but their method and code don’t work unfortunately.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Reproduce the failure with the supplied airmiles example, geom_xspline, and ggplotly(). Read the custom-geoms documentation linked in the issue, then inspect the to_basic() approach described there. Done means geom_xspline can be converted into a plotly object, or the supported limitation and workaround are documented.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- r
- Domain
- data-visualization
- Issue type
- Bug
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 25/100