Difference between revisions of "Lesson 10"
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===Handling Geospatial Data in R=== | ===Handling Geospatial Data in R=== | ||
* An introduction to simple features | * An introduction to simple features | ||
| − | * Introducing ''sf'' package | + | * Introducing '''''sf''''' package |
* sf Methods | * sf Methods | ||
===Mapping Geospatial Data with R=== | ===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 | ||
| + | * Creating Interactive Map: tmap method | ||
| + | * Embedding map in Shiny: tmap method | ||
| + | =R Packages= | ||
| + | ==sf== | ||
| + | * [https://cran.r-project.org/web/packages/sf/index.html sf: Simple Features for R] | ||
| + | * [https://cran.r-project.org/web/packages/sf/vignettes/sf1.html Simple Features for R] | ||
| + | * [https://cran.r-project.org/web/packages/sf/vignettes/sf2.html Reading, Writing and Converting Simple Features] | ||
| + | * [https://cran.r-project.org/web/packages/sf/vignettes/sf3.html Manipulating Simple Feature Geometries] | ||
| + | * [https://cran.r-project.org/web/packages/sf/vignettes/sf4.html Manipulating Simple Features] | ||
| + | * [https://cran.r-project.org/web/packages/sf/vignettes/sf5.html Plotting Simple Features] | ||
| + | * [https://cran.r-project.org/web/packages/sf/vignettes/sf6.html Miscellaneous] | ||
| Line 54: | Line 77: | ||
* [https://journal.r-project.org/archive/2013-1/kahle-wickham.pdf ggmap: Spatial Visualization with ggplot2] | * [https://journal.r-project.org/archive/2013-1/kahle-wickham.pdf ggmap: Spatial Visualization with ggplot2] | ||
| + | * [https://cran.r-project.org/web/packages/ggmap/index.html ggmap] in R cran | ||
* [https://www.r-bloggers.com/how-to-plot-basic-maps-with-ggmap/ How to plot basic maps with ggmap] | * [https://www.r-bloggers.com/how-to-plot-basic-maps-with-ggmap/ How to plot basic maps with ggmap] | ||
* [https://www.r-bloggers.com/map-plots-created-with-r-and-ggmap/ Map Plots Created With R And ggmap] | * [https://www.r-bloggers.com/map-plots-created-with-r-and-ggmap/ Map Plots Created With R And ggmap] | ||
Latest revision as of 21:37, 19 March 2020
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
- ggmap in R cran
- How to plot basic maps with ggmap
- Map Plots Created With R And ggmap
- Geographic visualization with R’s ggmap
Leaflet
