Convert coordinate date frame to usmap projection
Converting an external data frame of map coordinates will allow those points to line up with the regular usmap plot by applying the same Albers Equal Area projection to those points as well.
usmap_transform(data) ## S3 method for class 'data.frame' usmap_transform(data)
data |
A data frame containing coordinates in a two column format where the first column represents longitude and the second data frame represents latitude. The names of the data frame column do not matter, just that the order of the columns is kept intact. |
A data frame containing the transformed coordinates from the input data frame with the Albers Equal Area projection applied. The transformed columns will be appended to the data frame so that all original columns should remain intact.
data <- data.frame( lon = c(-74.01, -95.36, -118.24, -87.65, -134.42, -157.86), lat = c(40.71, 29.76, 34.05, 41.85, 58.30, 21.31), pop = c(8398748, 2325502, 3990456, 2705994, 32113, 347397) ) # Transform data transformed_data <- usmap_transform(data) # Plot transformed data on map library(ggplot2) plot_usmap() + geom_point( data = transformed_data, aes(x = lon.1, y = lat.1, size = pop), color = "red", alpha = 0.5 )
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