The power of three: purrr-poseful iteration in R with map, pmap and imap

The purrr package is a functional programming superstar which provides useful tools for iterating through lists and vectors, generalizing code and removing programming redundancies. The purrr tools work in combination with functions, lists and vectors and results in code that is consistent and concise. In this post we focus primarily on the map family of […]

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Easy multi-panel plots in R using facet_wrap() and facet_grid() from ggplot2

One of the most powerful aspects of the R plotting package ggplot2 is the ease with which you can create multi-panel plots. With a single function you can split a single plot into many related plots using facet_wrap() or facet_grid(). Although creating multi-panel plots with ggplot2 is easy, understanding the difference between methods and some […]

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Convert Procreate illustrations into web-friendly svgs for interaction and animation

If you are interested in making beautiful custom data visualizations for the web, D3 and SVGs work great together. Both SVGs and D3 support interactivity and animation, offering a ton of flexibility to create unique interactive applications. Future posts will describe how to load and modify external SVGs with D3, but there are important steps […]

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15 new ideas and new tools for R gathered from the RStudio Conference 2019

Below we list the tools and innovations from the RStudio Conference in Austin, Texas that we found the most useful and exciting. As with last year’s conference, the event is well organized and the community of R users is enthusiastic and professionally diverse which makes for a fun and interesting conference. And, similar to last […]

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Creating beautiful demographic maps in R with the tidycensus and tmap packages

The tidycensus and tmap R packages make an incredible duo for working with and visualizing US Census data. The tidycensus package, authored by Kyle Walker, streamlines geographic and tabular data downloads while the tmap package, written by Martijn Tennekes, vastly simplifies creating maps with multiple layers, accepts many different spatial object types and makes it easy to add scale […]

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