'Dynamically named gt plots based on color palettes selected using R
With sample data and code below, I'm able to dynamically draw gt() plots for each element of list of dataframes, and I set color for error column:
df <- structure(list(id = c("M0000607", "M0000609", "M0000612"), `2021-08(actual)` = c(12.6,
19.2, 8.3), `2021-09(actual)` = c(10.3, 17.3, 6.4), `2021-10(actual)` = c(8.9,
15.7, 5.3), `2021-11(actual)` = c(7.3, 14.8, 3.1), `2021-12(actual)` = c(6.1,
14.2, 3.5), `2021-08(pred)` = c(11.65443222, 14.31674997, 7.084180415
), `2021-09(pred)` = c(12.29810914, 17.7143733, 6.057927385),
`2021-10(pred)` = c(9.619846116, 15.54553601, 6.525992602
), `2021-11(pred)` = c(8.352097939, 13.97318204, 3.164682627
), `2021-12(pred)` = c(6.113631596, 14.16243166, 3.288372517
), `2021-08(error)` = c(2.082307066, 1.146759554, 0.687406723
), `2021-09(error)` = c(1.631350383, 2.753457736, 2.952737781
), `2021-10(error)` = c(0.945567783, 4.883250027, 1.215819585
), `2021-11(error)` = c(1.998109138, 0.414373304, 0.342072615
), `2021-12(error)` = c(0.719846116, 0.154463985, 1.225992602
)), class = "data.frame", row.names = c(NA, -3L))
year_months <- c('2021-12', '2021-11', '2021-10')
curr <- lubridate::ym(year_months)
prev <- curr - months(2L)
dfs <- mapply(function(x, y) {
df[c(
"id",
format(seq.Date(y, x, by = "month"), "%Y-%m(actual)"),
format(x, "%Y-%m(pred)"),
format(x, "%Y-%m(error)")
)]
}, curr, prev, SIMPLIFY = FALSE)
plotGT <- function(data){
plot <- data %>%
gt() %>%
data_color(
columns = 6, # set color for error column
colors = scales::col_numeric(
palette =
c("blue", "green", "orange", "red"), # named with color 1
# c('#feb8cd', '#ffffff', '#69cfd5'), # named with color 2
domain = c(0, 10)
)
)
print(plot)
# gtsave(plot, file = file.path(glue("./plot_color1.png")))
}
mapply(plotGT, dfs)
Result for colors c("blue", "green", "orange", "red"):
Result for colors c('#feb8cd', '#ffffff', '#69cfd5'):
In order to go further, I hope to save the outputs based if conditions: if I choose the first color palette, I will name the plot by i.e., plot_color1.png, for the second, named by plot_color2.png, but I wish to run the whole code once, save all two figures one time.
So my question is how could I modify the code above to achieve that? Thanks for your help at advance.
Maybe some code like: gtsave(plot, file = file.path(glue("./plot_color{i}.png"))) based on if-else conditions, but I don't know how to do that exactly.
Sources
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