Creating Maps and Assessing Spatial Autocorrelation

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Displaying Data on Maps and Assessing Autocorrelation

Map Making: Visualizing maps and using them to display information

Detecting Autocorrelation: Are observations close to each other more likely to have similar values than those farther apart?

Why I chose this skill?

  • Powerful alternative to ESRI
  • Useful to people who work at macro-scales
  • Daunting initially

How you can use it:

  • Identify trends/patterns
  • Make prettier maps
  • QAQC big databases
  • Properly analyze your data

Challenges:

  • Importing .shp so readable to ggplot
  • Unique identifiers have to be perfect
  • Takes some time to learn how to control ggplot
Yandex.Metrica