File:2014 militrary expenditures absolute.svg
From Wikimedia Commons, the free media repository
Jump to navigation
Jump to search
Size of this PNG preview of this SVG file: 512 × 288 pixels. Other resolutions: 320 × 180 pixels | 640 × 360 pixels | 1,024 × 576 pixels | 1,280 × 720 pixels | 2,560 × 1,440 pixels.
Original file (SVG file, nominally 512 × 288 pixels, file size: 1.52 MB)
File information
Structured data
Captions
Summary
[edit]Description2014 militrary expenditures absolute.svg |
English: Based on the Worldbank data from http://data.worldbank.org/indicator/MS.MIL.XPND.GD.ZS and http://data.worldbank.org/indicator/NY.GDP.MKTP.CD This is a candidate for replacing/augmenting https://commons.wikimedia.org/wiki/File:Countries_by_Military_expenditures_(%25_of_GDP)_in_2014_v2.svg |
Source | Own work |
Author | Pipping |
Licensing
[edit]I, the copyright holder of this work, hereby publish it under the following license:
This file is licensed under the Creative Commons Attribution-Share Alike 4.0 International license.
- You are free:
- to share – to copy, distribute and transmit the work
- to remix – to adapt the work
- Under the following conditions:
- attribution – You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
- share alike – If you remix, transform, or build upon the material, you must distribute your contributions under the same or compatible license as the original.
Created with the following piece of code:
library(magrittr)
selectedYear <- 2014
getWorldBankData <- function(indicatorCode, indicatorName) {
baseName <- paste('API', indicatorCode, 'DS2_en_csv_v2', sep='_')
## Download zipfile if necessary
zipfile <- paste(baseName, 'zip', sep='.')
if (!file.exists(zipfile)) {
zipurl <- paste(paste('http://api.worldbank.org/v2/en/indicator',
indicatorCode, sep='/'),
'downloadformat=csv', sep='?')
download.file(zipurl, zipfile)
}
csvfile <- paste(baseName, 'csv', sep='.')
## This produces a warning because of the trailing commas. Safe to ignore.
readr::read_csv(unz(zipfile, csvfile), skip=4,
col_types = list(`Indicator Name` = readr::col_character(),
`Indicator Code` = readr::col_character(),
`Country Name` = readr::col_character(),
`Country Code` = readr::col_character(),
.default = readr::col_double())) %>%
dplyr::select(-c(`Indicator Name`, `Indicator Code`, `Country Name`))
}
## Obtain and merge World Bank data
worldBankData <-
dplyr::left_join(
getWorldBankData('MS.MIL.XPND.GD.ZS') %>%
tidyr::gather(-`Country Code`, convert=TRUE,
key='Year', value=`Military expenditure (% of GDP)`,
na.rm = TRUE),
getWorldBankData('NY.GDP.MKTP.CD') %>%
tidyr::gather(-`Country Code`, convert=TRUE,
key='Year', value=`GDP (current US$)`,
na.rm = TRUE)) %>%
dplyr::mutate(`Military expenditure (current $US)` =
`Military expenditure (% of GDP)`*`GDP (current US$)`/100) %>%
dplyr::filter(Year == selectedYear) %>%
dplyr::mutate(Year = NULL)
## Plotting: Obtain Geographic data
mapData <- tibble::as.tibble(ggplot2::map_data("world")) %>%
dplyr::mutate(`Country Code` =
countrycode::countrycode(region, "country.name", "iso3c"),
## This produces a warning but I do not see how we could do better
## since we started with fuzzy names.
region = NULL, subregion = NULL)
combinedData <- dplyr::left_join(mapData, worldBankData)
## The default out-of-bounds function `censor` replaces values outside
## the range with NA. Since we have properly labelled the legend, we can
## project them onto the boundary instead
clamp <- function(x, range = c(0, 1)) {
lower <- range[1]
upper <- range[2]
ifelse(x > lower, ifelse(x < upper, x, upper), lower)
}
ggplot2::ggplot(data = combinedData, ggplot2::aes(long,lat)) +
ggplot2::geom_polygon(ggplot2::aes(group = group,
fill = `Military expenditure (current $US)`),
color = '#606060', lwd=0.05) +
ggplot2::scale_fill_gradientn(colours= rev(viridis::magma(256, alpha = 0.5)),
name = "Million\nUS Dollars",
trans = "log",
oob = clamp,
breaks = c(1e7,1e8,1e9,1e10,1e11,1e12),
labels = c('\u2264 10', '100', '1K',
'10K', '100K', '\u2265 1M'),
limits = c(1e7,1e12)) +
ggplot2::coord_fixed() +
ggplot2::theme_bw() +
ggplot2::theme(plot.title = ggplot2::element_text(hjust = 0.5),
axis.title = ggplot2::element_blank(),
axis.text = ggplot2::element_blank(),
axis.ticks = ggplot2::element_blank(),
panel.grid.major = ggplot2::element_blank(),
panel.grid.minor = ggplot2::element_blank(),
panel.border = ggplot2::element_blank(),
panel.background = ggplot2::element_blank()) +
ggplot2::labs(title = paste("Countries by military expenditures in",
selectedYear))
ggplot2::ggsave(paste(selectedYear, 'militrary_expenditures_absolute.svg', sep='_'),
height=100, units='mm')
File history
Click on a date/time to view the file as it appeared at that time.
Date/Time | Thumbnail | Dimensions | User | Comment | |
---|---|---|---|---|---|
current | 14:30, 20 May 2017 | 512 × 288 (1.52 MB) | Pipping (talk | contribs) | redo with dplyr | |
12:12, 13 May 2017 | 512 × 256 (1.51 MB) | Pipping (talk | contribs) | Handle truncation of the data range better: We distinguish between 0 and no data, but any existing datum below 10M USD is coloured the same way and all data above 1T USD are coloured the same way. The legend makes this clear. | ||
08:55, 13 May 2017 | 512 × 256 (1.51 MB) | Pipping (talk | contribs) | Completely redone. The former was in local currency (so that comparisons from country to country made absolutely no sense). Now everything is in current US dollars. | ||
22:32, 11 May 2017 | 512 × 256 (1.5 MB) | Pipping (talk | contribs) | Fixed min/max value for colors that kept anything below 1,000,000,000 US dollars from having a colour (now: Anything above 1,000,000 US dollars has a colour). | ||
21:30, 11 May 2017 | 512 × 256 (1.51 MB) | Pipping (talk | contribs) | {{Information |Description ={{en|1=English: Based on the Worldbank data from http://data.worldbank.org/indicator/MS.MIL.XPND.CN This is a candidate for replacing/augmenting https://commons.wikimedia.org/wiki/File:Countries_by_Military_expenditures_(... |
You cannot overwrite this file.
File usage on Commons
There are no pages that use this file.
File usage on other wikis
The following other wikis use this file:
- Usage on bg.wikipedia.org
- Usage on ca.wikipedia.org
- Usage on en.wikipedia.org
- Usage on eu.wikipedia.org
- Usage on sr.wikipedia.org
- Usage on th.wikipedia.org
- Usage on uk.wikipedia.org
Metadata
This file contains additional information such as Exif metadata which may have been added by the digital camera, scanner, or software program used to create or digitize it. If the file has been modified from its original state, some details such as the timestamp may not fully reflect those of the original file. The timestamp is only as accurate as the clock in the camera, and it may be completely wrong.
Width | 100% |
---|---|
Height | 100% |