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I firmly believe that animation and transition between different data states can give end-users much better insights and understanding of the data, than a single table with data points or correlation metrics.
With help of ggplot, gganimate, you can quickly create an animation based on your needs. This is a simple IRIS dataset example.
And the useless function with the transitions between the data points:
ggplot(iris, aes(factor(Species), Sepal.Length, colour = Species)) + geom_boxplot(show.legend = FALSE) + labs(title = 'Petal width: {as.numeric(format(round(frame_time, 2), nsmall = 2))}', x= 'Iris species', y = 'Sepal Length') + # transition_time(as.numeric(Petal.Width)) + transition_time(as.numeric(Petal.Width)) + ease_aes('sine-in-out') + enter_fade() + theme_hc()
As always, code is available on the Github in the same Useless_R_function repository. Check Github for future updates.
Happy R-coding and stay healthy!“
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