YoVDO

Data Visualization in R with ggplot2

Offered By: LinkedIn Learning

Tags

ggplot2 Courses Data Visualization Courses Histograms Courses Scatterplots Courses Box Plots Courses Choropleth Maps Courses

Course Description

Overview

Discover how to create informative and visually appealing data visualizations using ggplot2, the leading visualization package for R.

Syllabus

Introduction
  • Welcome
  • What you need to know
  • Using the exercise files
1. Introducing ggplot2
  • Introducing ggplot2
  • The grammar of graphics
  • Loading data sets with read_csv
  • Build your first visualization
2. Geometry Types and Aesthetics
  • Scatterplots
  • Lines and smoothers
  • Bars and columns
  • Histograms
  • Box plots
3. Beautifying Your Visualizations
  • Modifying the background
  • Working with axes
  • Changing scales
  • Cleaning up legends
  • Annotating your visualization
  • Adding titles
  • Using themes
4. Geospatial Visualizations
  • Visualizing data with maps
  • Obtaining a Google Maps API key
  • Working with maps
  • Geocoding points
  • Changing map types
  • Plotting points on a map
  • Building a map manually
  • Creating a choropleth map
5. Case Study: Colleges and Universities
  • Challenge assignment
  • Mapping colleges and universities
  • Adding institution size and control
  • Zooming in on California
  • Adding city names
  • Cleaning the legends
  • Adding a title and subtitle
Conclusion
  • What's next?

Taught by

Mike Chapple

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