Lesson 10
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IS428 Visual Analytics for Business Intelligence
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Visualising Geographical Data in R
Contents
Content
Handling Geospatial Data in R
- An introduction to simple features
- Introducing sf package
- sf Methods
Mapping Geospatial Data with R
- Selected popular mapping packages in R
- Introducing tmap package
- Layered Grammar of Thematic Map
- Shape specification
- Spatial object
- Map projection
- Bounding box
- Layers
- Aesthetics
- Statistics
- Scale
- Facets
- Shape specification
- Creating Interactive Map: tmap method
- Embedding map in Shiny: tmap method
R Packages
sf
- sf: Simple Features for R
- Simple Features for R
- Reading, Writing and Converting Simple Features
- Manipulating Simple Feature Geometries
- Manipulating Simple Features
- Plotting Simple Features
- Miscellaneous
tMap
- tmap: Thematic Maps in R
- tmap: get started!
- tmap: changes in version 2.0
- reproduction code from JSS article ‘tmap: Thematic Maps in R’
- tmap: thematic maps in R
- Package ‘tmap’
ggmap
- ggmap: Spatial Visualization with ggplot2
- How to plot basic maps with ggmap
- Map Plots Created With R And ggmap
- Geographic visualization with R’s ggmap
Leaflet
