Tidy Tales - Tidy Tales: Wrangling, Visualizing, Modelling, Communicating data

Posts

palettes 0.2.0, now in print

.Visualize

{palettes}

I am proud to announce that version 0.2.0 of the palettes package is now on CRAN. This version introduces new printing features, plus some other small improvements.

We are, we are, on the cruise! We R!

.Wrangle

.Visualize

{tidyverse}

{gh}

{gt}

{ggrepel}

{scales}

{igraph}

{tidygraph}

{ggraph}

{graphlayouts}

Exploring R package contributor data on GitHub with the {tidyverse}, {gh}, and {tidygraph}.

The Pareto Principle in R package development

.Wrangle

.Visualize

{tidyverse}

{scales}

{gt}

Exploring R package developer data on CRAN with the {tidyverse} and {gt}.

Introducing the palettes package

.Visualize

{palettes}

{ggplot2}

{gt}

{biscale}

I am proud to announce the first release of the palettes package is now on CRAN. This version introduces a new family of colour classes that make working with colour vectors and colour palettes easy and fun.

Tales from the Borderlands

.Wrangle

.Visualize

{ggplot2}

{magick}

{ggdist}

Post-processing plots with {magick}.

On motion

.Simulate

.Visualize

{tidyverse}

{ggplot2}

{gganimate}

{ggh4x}

{emojifont}

Simulating projectile motion with {gganimate}.

What’s he building in there?

.Misc

{distill}

{distilltools}

{metathis}

Customizing a {distill} website.

Go forth, slayer of Demons

.Wrangle

.Visualize

{tidyverse}

{ggplot2}

{ggfx}

{magick}

Blending {ggplot2} geoms with {ggfx} and other {magick} tricks.

Series

Reproducible Data Science

.Misc

My personal approach to learning and doing reproducible data science.

Code Snippets

Histogram raincloud plots

.Visualize

{ggplot2}

{ggdist}

Making raincloud plots for discrete numerical data with {ggdist}.

Shared axis labels in patchwork plots

.Visualize

{ggplot2}

{patchwork}

Getting shared axis labels in {patchwork} plots.

Directly labeling ggdist lineribbons with geomtextpath

.Visualize

{ggdist}

{geomtextpath}

Directly labeling {ggdist} lineribbons with {geomtextpath}.

Longitudinal Measurement Invariance

.Model

{lavaan}

{semTools}

Testing longitudinal measurement invariance with {lavaan} and {semTools}.