Mapping air quality

In this tutorial, you will learn how to interpolate the air quality index (AQI) data points and create beautiful 2D and 3D choropleth maps using ggplot2 and rayshader in R 0:00 Prologue 01:05 Intro 01:43 Load libraries 03:50 WAQI website 07:40 Build GET request 09:07 Clean up the data 16:48 Make grid 22:56 Data frame to sf points 25:38 Interpolate points 28:34 Theme, color, breaks 35:07 Lambert projection 35:25 2D map of air pollution 38:57 Save 2D map 39:59 Create scene 44:32 Render scene 47:56 3D map of air pollution 48:10 Closing Check the full code in my GitHub repo: https://github.com/milos-agathon/mapping-air-pollution Follow my work on Instagram: https://www.instagram.com/milos_makes_maps Let's connect on X: https://twitter.com/milos_agathon If you like my work, consider buying me a coffee: https://www.buymeacoffee.com/milospopovic Music credits: --------------------------------------------------------------------------------------------------- LAKEY INSPIRED Track Name: "Blue Boi" Music By: LAKEY INSPIRED @ https://soundcloud.com/lakeyinspired Original upload HERE - https://www.youtube.com/watch?v=wAukvwLCVbM&t=0s • LAKEY INSPIRED - Blue Boi Official "LAKEY INSPIRED" YouTube Channel HERE - https://www.youtube.com/channel/UCOmy8wuTpC95lefU5d1dt2Q @lakeyinspired License for commercial use: Creative Commons Attribution 3.0 Unported "Share Alike" (CC BY-SA 3.0) License. Full License HERE - https://creativecommons.org/licenses/by-sa/3.0/legalcode Music promoted by NCM https://goo.gl/fh3rEJ