ggplot2 tidyverse


Is tidyverse better than ggplot2?

    tl;dr tidyverse + ggplot2 is better, but we can get 90% of the way there in Python with just pandas + seaborn (thus the title of this blog… ), without needing any bleeding-edge copy-cat packages like plotnine, dplython, ggpy, etc.

How to plot data using Ggplot2?

    To be able to plot our example data with the ggplot2 package, we also have to install and load ggplot2: Now, we can draw our data as follows. The output of the previous code is shown in Figure 1 – We have drawn a grouped boxplot with default spaces between the groups, i.e. smaller spaces as between the non-grouped boxplots.

How to zoom in to ggplot2 with tidytuesday astronaut data ggforce?

    Scatter plot example with TidyTuesday Astronaut data ggforce, one of the ggplot2 extension packages lets you zoom in to ggplot2 in multiple ways. Here we use ggforce’ facet_zoom() function to zoom in on part of x-axis with a specific range provided as argument.

How do I avoid overplotting a Geom?

    e + geom_point(position = "jitter") Add random noise to X and Y position of each element to avoid overplotting e + geom_label(position = "nudge")A Nudge labels away from points s + geom_bar(position = "stack")
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Chapter 5 Visualizing: ggplot2

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