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December 14, 2015 02:19
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using ggmap to create images of melbourne showing a small random sample of schools. A few different map types are shown.
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require(ggmap) | |
require(foreign) | |
melb <- read.dta("/Users/brendanhoung/example/melb.dta") | |
melbourne <- qmap(location='melbourne, Australia', zoom = 10) + theme_set(theme_bw()) | |
melbourne_stamen <- qmap(location='melbourne, Australia', zoom = 10, source="stamen", maptype="watercolor") | |
melbourne_toner <- qmap(location='melbourne, Australia', zoom = 10, source="stamen", maptype="toner") | |
melbourne_osm <- qmap(location='melbourne, Australia', zoom = 10, source="osm") | |
lat_range <- range(melbourne$data[2]) | |
lon_range <- range(melbourne$data[1]) | |
melbourne_toner + | |
geom_point(aes(x = lng, y = lat), size = 3, data = subset(melb, lng != "NA" & lat != "NA" )) + | |
scale_y_continuous('Latitude', limits = lat_range) + | |
scale_x_continuous('Longitude', limits = lon_range) + | |
opts(title = '20 Primary Schools (Stamen Toner)') | |
melbourne_osm + | |
geom_point(aes(x = lng, y = lat), size = 3, data = subset(melb, lng != "NA" & lat != "NA" )) + | |
scale_y_continuous('Latitude', limits = lat_range) + | |
scale_x_continuous('Longitude', limits = lon_range) + | |
opts(title = '20 Primary Schools (OSM)') | |
melbourne + | |
geom_point(aes(x = lng, y = lat), size = 3, data = subset(melb, lng != "NA" & lat != "NA" )) + | |
scale_y_continuous('Latitude', limits = lat_range) + | |
scale_x_continuous('Longitude', limits = lon_range) + | |
opts(title = '20 Primary Schools (Google Maps)') | |
melbourne_stamen + | |
geom_point(aes(x = lng, y = lat), size = 3, data = subset(melb, lng != "NA" & lat != "NA" )) + | |
scale_y_continuous('Latitude', limits = lat_range) + | |
scale_x_continuous('Longitude', limits = lon_range) + | |
opts(title = '20 Primary Schools (Stamen Watercolour)') | |
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