How To Make Geographic Map Visualizations (10 Must-Know Tidyverse Functions #6)

[This article was first published on business-science.io, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here)
Want to share your content on R-bloggers? click here if you have a blog, or here if you don't.

This article is part of a R-Tips Weekly, a weekly video tutorial that shows you step-by-step how to do common R coding tasks.


If you are explaining data related to geography or just want to visualize by latitude / longitude location, you need to know ggplot2 & the tidyverse for making maps.

This tutorial will show you how to make a publication-quality visualization! Here are the links to get set up. ????


(Click image to play tutorial)

Working with Map Data

The first thing we need when creating a map is data that represents the latitude and longitude. We need to use a function called map_data() to collect the data in the right structure for a ggplot2 map.


Map Data

Using the map_data() function to collect lat/long data for the entire World.

Collect lat long data for the entire World


Plotting the Map Data with ggplot2

We can use the geom_map() & coord_map() functions to plot the world.

Plot world

Plot world

Visualizing Republican Voting

So what can we do with Map Data + ggplot2? How about visualizing how the US voted in 1976?!

Plot world code

Voting  Map


The look on your coworker’s face speaks volumes. ????

shocked gif


But you don’t have the force yet!

Here’s how to master R programming and become powered by R. ????

Ive got the power

…Your executive management review after you’ve launched your your first Shiny App. ????

Crowd Applause

This is career acceleration.


SETUP R-TIPS WEEKLY PROJECT

  1. Sign Up to Get the R-Tips Weekly (You’ll get email notifications of NEW R-Tips as they are released): https://mailchi.mp/business-science/r-tips-newsletter

  2. Set Up the GitHub Repo: https://github.com/business-science/free_r_tips

  3. Check out the setup video (https://youtu.be/F7aYV0RPyD0). Or, Hit Pull in the Git Menu to get the R-Tips Code

Once you take these actions, you’ll be set up to receive R-Tips with Code every week. =)


To leave a comment for the author, please follow the link and comment on their blog: business-science.io.

R-bloggers.com offers daily e-mail updates about R news and tutorials about learning R and many other topics. Click here if you're looking to post or find an R/data-science job.
Want to share your content on R-bloggers? click here if you have a blog, or here if you don't.

Never miss an update!
Subscribe to R-bloggers to receive
e-mails with the latest R posts.
(You will not see this message again.)

Click here to close (This popup will not appear again)