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State List map

Drew Weber|

While working on some of my data for my grad thesis, I have played around with how to best visualize data using the stats program R. This led from one thing to another, and surprise, I ended up making a graphic from my state life lists. This is just the tip of the iceberg of what I can probably do with this but here is the product of just a few hours work this evening. One thing is certain, I need to go back and enter some of my old lists because I know I have seen a lot more species in some of the states than this chart shows.

 

[cf]States[/cf]
About the Author

Drew Weber

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Drew is the founder and editor of Nemesis Bird and now works to curate some of the best content the web has to offer on birding and ornithology from an energetic crew of ornithologists, field researchers, tour leaders and photographers. Drew is originally from PA but now lives in central New York where he is enjoying the long and snowy winters. He has done various bird jobs including bird surveys for the 2nd PA Breeding Bird Atlas, tracked saw-whet owls from dusk to dawn with Scott Weidensaul and counted hawks for several years for Hawk Mountain Sanctuary. Drew is an avid lister, especially on smaller scales, and enjoys adding new birds to county, state and life lists. He also enjoys digiscoping and making apps for birders. He is Project Coordinator for the Merlin Project at the Cornell Lab of Ornithology. He is also project manager for the North American Rare Bird Alert.

  • That’s so cool. I’ve used R in the past but my skills are pretty rusty. Where did you get the map from? Did you use the map() function? I wonder if you could expand this to counties easily. A GIS program would probably help with that.

    • I used the googleVis library. I actually have GIS set up to take my lists from eBird and make some nice maps of counties. Check out the attached image.

      • Rtwillia

        Drew, would you share the code you used to identify the county borders in gvisGeoMap()?  Also, do you know of a way to map a single state and counties (or other arbitrary borders) within it?  Very curious about this. Thanks!

        • The county map is all in ArcGIS. Unfortunately google doesn’t seem to have a good way to do counties with their tools so I haven’t found a way to do what you are looking for. 

  • This makes my bird nerd happy, any chance you would share the R code with lazier bird nerds?

    • Mark, give this code a try. 
      # Google Chart Tools sample
      # install.packages(“googleVis”, dependencies=T)
      library(googleVis) # load googleVis library
      # demo(“googleVis”) #check out demo for lots of map options
      # create a csv with columns for state name (State) and life list(Life)

      df<-read.csv("states.csv", na.strings="NA",header=TRUE)

      ## Geo Map, requires Flash
      statelife <- gvisGeoMap(df, "State", "Life", options=list(region="US", dataMode="regions", width=700, height=500))

      plot(statelife)

  • Here’s to more posts utilizing Program R! Keep ’em coming, Drew. Thanks for posting the script too!