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  3. Visualizing Geospatial Data in R

Exercise

Subsetting by index

The subsetting of Spatial___DataFrame objects is built to work like subsetting a data frame. You think about subsetting the data frame, but in practice what is returned is a new Spatial___DataFrame with only the rows of data you want and the corresponding spatial objects.

The simplest kind of subsetting is by index. For example, if x is a data frame you know x[1, ] returns the first row. If x is a Spatial___DataFrame, you get a new Spatial___DataFrame that contains the first row of data and the spatial data that correspond to that row.

The benefit of returning a Spatial___DataFrame is you can use all the same methods as on the object before subsetting.

Let's test it out on the 169th country!

Instructions

100 XP
  • Create a new variable usa by subsetting the 169th element of countries_spdf.
  • Call summary() on usa. Verify usa is still a SpatialPolygonsDataFrame.
  • Call str() with max.level = 2 on usa. Verify there is only one element of the polygons slot and only one row in the data slot.
  • Call plot() on usa.