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An example of animating the build up of a histogram with dropping balls using tweenr, gganimate and ggplot2
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library(tweenr) # Available on CRAN | |
library(ggforce) # Install from thomasp85/ggforce | |
library(gganimate) # Install from dgrtwo/gganimate | |
set.seed(2) | |
x <- sample(9,20, prob=c(1,2,3,4,5,4,3,2,1), replace=T) | |
df <- data.frame(x = x, y = 15) | |
dfs <- list(df) | |
for(i in seq_len(nrow(df))) { | |
dftemp <- tail(dfs, 1) | |
dftemp[[1]]$y[i] <- sum(dftemp[[1]]$x[seq_len(i)] == dftemp[[1]]$x[i]) | |
dfs <- append(dfs, dftemp) | |
} | |
dfs <- append(dfs, dfs[rep(length(dfs), 3)]) | |
dft <- tween_states(dfs, 10, 1, 'cubic-in', 200) | |
dft$y <- dft$y - 0.5 | |
dft <- dft[dft$y != 14.5, ] | |
dft$type <- 'Animate' | |
dfh <- data.frame(x=x, type = 'Histogram') | |
p <- ggplot(dft) + | |
geom_circle(aes(x0=x, y0=y, r=0.5, frame = .frame), n=20, fill = 'steelblue') + | |
geom_histogram(aes(x=x), data = dfh, fill = 'forestgreen', color = 'black', binwidth = 1) + | |
coord_fixed(ylim = c(0, 13.5)) + | |
theme_bw() + | |
facet_grid(.~type) | |
animation::ani.options(interval = 1/20) | |
gg_animate(p, 'hist_ex.gif', title_frame = FALSE) |
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I am also interested in knowing how to reproduce this in the new gganimate framework.