explore | Grilled Cheese

@wukang.bsky.social Oct 16, 2026, 1:04 AM

Remove plot elements (e.g. bar plot) using #tidyplots

See the code at:
tidyplots-book.pages.dev/plots-and-sk...

#stats #dataviz #phd

@jbengler.de Oct 15, 2026, 6:48 PM

This is how you can visualize time course data in #tidyplots ⏱️

#rstats #dataviz #phd

library(tidyplots)

time_course |>
tidyplot(x = day, y = score, color = treatment) |>
add_mean_line() |>
add_mean_dot() |>
add_sem_ribbon()

@wukang.bsky.social Oct 15, 2026, 1:28 AM

Plot size (e.g. bar plot) using #tidyplots

See the code at:
tidyplots-book.pages.dev/plots-and-sk...

#stats #dataviz #phd

@jbengler.de Oct 14, 2026, 7:06 PM

This is how you can save intermediate stages of #tidyplots 🦊

#rstats #dataviz #phd

library(tidyplots)

study |>
tidyplot(x = treatment, y = score, color = treatment) |>
add_mean_dash() |>
save_plot("stage_1.pdf") |>
add_sem_errorbar() |>
save_plot("stage_2.pdf") |>
add_data_points_beeswarm() |>
save_plot("stage_3.pdf")

@wukang.bsky.social Oct 14, 2026, 1:02 AM

Color alpha vs. saturation (e.g. bar plot) using #tidyplots

See the code at:
tidyplots-book.pages.dev/plots-and-sk...

#stats #dataviz #phd

@jbengler.de Oct 13, 2026, 8:27 PM

This is how you can add data and summary statistics to #tidyplots 🤩

#rstats #dataviz #phd

@wukang.bsky.social Oct 13, 2026, 12:43 AM

The scheme of add functions in #tidyplots

See the code at:
tidyplots-book.pages.dev/plots-and-sk...

#stats #dataviz #phd

@jbengler.de Oct 12, 2026, 10:20 PM

This is how you can reorder axis levels in #tidyplots 🚀

#rstats #dataviz #phd

library(tidyplots)

study |>
tidyplot(x = treatment, y = score, color = treatment) |>
add_violin() |>
add_data_points_beeswarm(white_border = TRUE) |>
reorder_x_axis_levels("C", "D", "A", "B")

@wukang.bsky.social Oct 12, 2026, 1:41 AM

Three main verbs (e.g. bar plot) using #tidyplots

See the code at:
tidyplots-book.pages.dev/plots-and-sk...

#stats #dataviz #phd

@jbengler.de Oct 11, 2026, 7:17 PM

This is how you can rename axis levels in #tidyplots 🎉

#rstats #dataviz #phd

library(tidyplots)

study |>
tidyplot(x = treatment, y = score, color = treatment) |>
add_violin() |>
add_data_points_beeswarm(white_border = TRUE) |>
rename_x_axis_levels(new_names = c(
"A" = "Dog",
"B" = "Cat",
"C" = "Hamster",
"D" = "Dinosaur"))

@jbengler.de Oct 10, 2026, 7:05 PM

This is how you can sort axis levels in #tidyplots 🤩

#rstats #dataviz #phd

library(tidyplots)

spendings |>
tidyplot(x = category, y = amount, color = category) |>
add_sum_bar() |>
adjust_x_axis(rotate_labels = TRUE) |>
sort_x_axis_levels()

@wukang.bsky.social Oct 10, 2026, 12:58 AM

default continuous color schemes and the cognate gray ones in #tidyplots

tidyplots-book.pages.dev/getting-star...

#stats #dataviz #phd

@jbengler.de Oct 9, 2026, 7:57 PM

This is how you can add data values in #tidyplots 🏆

#rstats #dataviz #phd

library(tidyplots)

spendings |>
tidyplot(x = category, y = amount, color = category) |>
add_sum_bar(alpha = 0.2) |>
add_sum_dash() |>
add_sum_value(accuracy = 1, color = "black") |>
adjust_x_axis(rotate_labels = TRUE) |>
sort_x_axis_levels()

@wukang.bsky.social Oct 9, 2026, 12:59 AM

default diverging color schemes and the cognate gray ones in #tidyplots

tidyplots-book.pages.dev/getting-star...

#stats #dataviz #phd

@jbengler.de Oct 8, 2026, 8:25 PM

This is how you can guide attention in #tidyplots 🎯

#rstats #dataviz #phd

library(tidyplots)

spendings |>
tidyplot(x = category, y = amount, color = category) |>
add_sum_bar() |>
adjust_x_axis(rotate_labels = TRUE) |>
sort_x_axis_levels() |>
adjust_colors(new_colors = c("Health" = "#ff3b30"),
na.value = "lightgrey")

@wukang.bsky.social Oct 8, 2026, 1:14 AM

default discrete color schemes and the cognate gray ones in #tidyplots

tidyplots-book.pages.dev/getting-star...

#stats #dataviz #phd

@wukang.bsky.social Oct 7, 2026, 1:20 AM

Patchwork package for combining multiple #tidyplots

See the code at:
tidyplots-book.pages.dev/appendix#pat...

#stats #dataviz #phd

@jbengler.de Oct 6, 2026, 7:56 PM

This is how you can preview a color scheme in #tidyplots 🌈

#rstats #dataviz #phd

@wukang.bsky.social Oct 6, 2026, 12:52 AM

xy coordinates in ImageJ/Fiji and #tidyplots

See the code at:
tidyplots-book.pages.dev/appendix#sec...

#stats #dataviz #phd

@jbengler.de Oct 5, 2026, 9:45 PM

This is how you can generate a custom color scheme in #tidyplots 🌈

#rstats #dataviz #phd

library(tidyplots)

new_color_scheme(
c("#085578","#538085","#faf1e2","#e3baaa","#e47e8c","#ffaa6a"),
name = "My custom color scheme")