


Creating Animated Maps with R
Animated maps, like the one you see below, provide a powerful enhancement to show how data evolves over time. In this tutorial you’ll learn how to use R with the ggmap, tidyverse, and gganimate libraries to produce animated maps like you see below. This animated...
Tutorial: Mapping Migration Flows with R
The American Community Survey Migration Flows dataset estimates the number of people that have moved between pairs of places. The estimates are calculated based on where a person lived when surveyed and where they lived one year prior to being surveyed. The data is...
Mapping Population Growth Hot Spots with R and ArcGIS Pro
This tutorial demonstrates how to use R and ArcGIS Pro to generate hot spot maps of population growth by census tract. In a previous article I showed you how to use the tidycensus R package to quickly access and map US census data. You can also download a free copy of...