Creating Maps with R

Focused View

Charlie Joey Hadley

2:31:47

343 View

01 - Introduction

01 - Why create maps with R.mp4

00:46

02 - Base knowledge.mp4

01:16

03 - GitHub repository and exercise files.mp4

01:43

02 - 1. Mapping Fundamentals

01 - How to choose a map.mp4

05:40

02 - Geo marker and scatter plots.mp4

02:55

03 - Geo bubble charts.mp4

02:07

04 - Choropleth Shaded area maps.mp4

02:39

05 - Hexbin maps or hexagonally binned choropleth.mp4

03:25

06 - Dot density.mp4

02:31

07 - Cartograms Distorted area maps.mp4

01:28

03 - 2. Processing GIS Data from Excel

01 - Standardize country names with {countrycode}.mp4

01:18

02 - Join shapefiles with data in Excel files.mp4

05:01

03 - Convert addresses to coordinates with geocoding.mp4

07:49

04 - Challenge Geolocate all US state capitol buildings.mp4

00:45

05 - Solution Geolocate all US state capitol buildings.mp4

03:23

04 - 3. Working with GIS Data Formats

01 - GIS data formats Raster or vector.mp4

02:40

02 - Vector GIS data sf and sp.mp4

01:20

03 - Work with sf datasets and the tidyverse.mp4

03:52

04 - Challenge Visualizing continent populations.mp4

00:36

05 - Solution Visualizing continent populations.mp4

02:35

05 - 4. Static Maps with ggplot2

01 - Use geom_sf to visualize geo locations.mp4

05:53

02 - ggplot2 choropleth and continuous data.mp4

06:46

03 - ggplot2 choropleth and discrete data.mp4

06:14

04 - Label maps with ggrepel package.mp4

05:14

05 - Zoom into regions with coords_sf().mp4

03:37

06 - Transform CRS with coord_sf().mp4

02:25

07 - Challenge Label a geobubble chart of Germany's biggest cities.mp4

00:32

08 - Solution Label a geobubble chart of Germany's biggest cities.mp4

04:45

09 - Challenge Visualize state coastline length with choropleth.mp4

00:33

10 - Solution Visualize state coastline length with choropleth.mp4

04:11

06 - 5. Interactive Maps with Leaflet

01 - The basics of using Leaflet.mp4

02:57

02 - Use Leaflet to visualize geo locations.mp4

05:41

03 - Add labels and pop-ups to Leaflet maps.mp4

05:06

04 - Leaflet choropleth and continuous data.mp4

06:17

05 - Leaflet choropleth and discontinuous data.mp4

06:03

06 - Set a background color with leaflet.extras.mp4

01:25

07 - Challenge Add pop-up labels to a map of German cities.mp4

00:35

08 - Solution Add pop-up labels to a map of German cities.mp4

06:04

09 - Challenge Interactive choropleth of state coastline length.mp4

00:39

10 - Solution Interactive choropleth of state coastline length.mp4

06:20

07 - 6. CRS, Projections, and Map Tiles

01 - Base maps and tiles.mp4

06:17

02 - What are projections and CRS.mp4

02:36

03 - Geographics vs. projected CRS.mp4

02:33

04 - How to choose CRS and use them with {sf}.mp4

04:23

08 - Conclusion

01 - What else can you learn about creating maps in R.mp4

00:52

Description

If you need to learn more about creating maps with R, this beginner-friendly course introduces an end-to-end mapping workflow and shows you how to import your data directly from Excel to create both static and interactive maps. Instructor Charlie Joey Hadley explains mapping fundamentals, like geo markers, scatter plots, hexbin maps, cartograms, and more. Charlie walks you through processing GIS data from Excel and working with GIS data formats such as raster, vector, sf, and sp. She demonstrates how to create, label, and transform static maps with ggplot2, then dives into building interactive, mobile-ready maps using Leaflet, an HTML widget package for creating interactive maps with R. Plus, Charlie covers base maps and tiles, projections, the Coordinate Reference System (CRS), and more.

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Focused display

Data Analysis

GIS

Geography

Charlie Joey Hadley

Instructor's Courses

I'm extremely pleased to split my time between being a Data Coach at Admiral Group and as an independent data science training consultant. I've been working in data science and developing data curricula in some capacity since 2012, from redesigning Wolfram's programming training courses to building a data visualisation service at University of Oxford and now as the very first Data Coach in Admiral's UK Data Academy. I'm also a Visiting Lecturer at BCU delivering their Data Science for Healthcare Applications Masters' module.

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LinkedIn Learning is an American online learning provider. It provides video courses taught by industry experts in software, creative, and business skills. It is a subsidiary of LinkedIn. All the courses on LinkedIn fall into four categories: Business, Creative, Technology and Certifications. It was founded in 1995 by Lynda Weinman as Lynda.com before being acquired by LinkedIn in 2015. Microsoft acquired LinkedIn in December 2016.