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August 30, 2013 20:14
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Script for reproducing map of August 29, 2013 GDELT coverage. Orthogonal map projection, centered on Cairo.
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# Author: Andrew Halterman. 30 August 2013 | |
# R script for reproducing map of August 29, 2013 GDELT coverage | |
# Orthogonal map projection, centered on Cairo | |
# This assumes that you have your GDELT data stored in a SQLite database. | |
# For instructions on setting up SQLite and dplyr, see http://gdeltblog.wordpress.com/2013/08/29/subsetting-and-aggregating-gdelt-using-dplyr-and-sqlite/ | |
library(dplyr) | |
library(RSQLite) | |
library(RSQLite.extfuns) | |
library(ggplot2) | |
library(mapproj) | |
daily.db <- source_sqlite("/Users/andyhalterman/gdelt.db","GDELT_DAILYUPDATES") | |
today <- filter(daily.db, SQLDATE == 20130829) | |
today <- select(today, ActionGeo_Lat, ActionGeo_Long) | |
today <- group_by(today, ActionGeo_Lat, ActionGeo_Long) | |
today <- summarise(today, count=n()) | |
world <- map_data("world") | |
worldmap <- ggplot(world, aes(x=long, y=lat, group=group)) + geom_polygon(fill="black", colour="black") | |
worldmap + coord_map("ortho", orientation=c(30, 33, 0)) + geom_point(data=today, aes(x=ActionGeo_Long, y=ActionGeo_Lat, size=count, group=1), color="red", alpha=.7) + theme(panel.background = element_rect(fill='white', colour='white')) + ggtitle("GDELT Event Coverage, August 29, 2013 \n") + theme(text=element_text(family="Helvetica Neue Light",color="#6E9C27", size=14)) |
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