EU Budget - Which Countries are EU Contributors and Beneficiaries?
EU Budget - Which Countries are EU Contributors and Beneficiaries?
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Would be nice to have the same data per capita.
35 0 Replystatistia-netcontrib.csv
country,netcontrib DE,25572 FR,12380 NL,6929 IT,3337 SE,2826 DK,1766 AT,1540 FI,1109 IE,703 MT,-14 CY,-172 SI,-386 EE,-729 LT,-860 SK,-1398 LV,-1544 BG,-1727 HR,-1746 ES,-1946 LU,-2020 CZ,-2853 BE,-2950 PT,-3132 RO,-4096 HU,-4206 GR,-4278 PL,-11910
eu-contribution-per-capita.r
if (!require("pacman")) install.packages("pacman") pacman::p_load( countrycode, dplyr, ggdark, ggplot2, r2country ) abs <- read.csv("statista-netcontrib.csv",header = TRUE) abs2 <- cbind(abs,name = countrycode(abs$country,"iso2c","country.name")) df <- inner_join(country_names, abs2) df2 <- inner_join(country_population, df) df2$percap <- df2$netcontrib/df2$population2023*1000000 df3 <- arrange(df2,percap) ggplot(df3, aes(x = percap, y = reorder(name, percap))) + geom_bar(stat = "identity") + dark_theme_gray() + ylab("Country") + xlab("Euros per capita") + scale_x_continuous(breaks = scales::pretty_breaks(n = 20)) + geom_text(aes(label = percap)) ggsave("euros-percap.png")
Sorry about the broken escaping of the angle brackets (“<” is “<”) in the source; Lemmy is, regrettably, broken on that at the moment.
EDIT: Fixed Latvia country code error.
EDIT2: And Austria country code error.
33 0 ReplyAlso, a Markdown table rendition:
eu-contribution-per-capita-markdown.r
if (!require("pacman")) install.packages("pacman") pacman::p_load( countrycode, dplyr, r2country, simplermarkdown ) abs <- read.csv("statista-netcontrib.csv",header = TRUE) abs2 <- cbind(abs,name = countrycode(abs$country,"iso2c","country.name")) df <- inner_join(country_names, abs2) df2 <- inner_join(country_population, df) df2$percap <- df2$netcontrib/df2$population2023*1000000 df3 <- arrange(df2,-percap) md_table(df3)
name percap Netherlands 386.91124 Germany 302.86855 Denmark 297.09908 Sweden 267.98643 Finland 199.90810 France 181.71677 Austria 168.68113 Ireland 136.52768 Italy 56.76638 Malta -26.94577 Spain -40.25217 Slovenia -182.27546 Cyprus -187.34343 Romania -214.99549 Belgium -250.73894 Slovakia -257.60767 Bulgaria -267.84703 Portugal -299.21568 Lithuania -300.05251 Poland -315.86485 Greece -408.10926 Hungary -438.25808 Croatia -449.01298 Estonia -533.72029 Latvia -819.79399 Luxembourg -3056.85909 13 0 ReplyThis is very clever. Is Lemmy actually running the code to achieve this, or did you paste it just so other people can replicate the process?
3 0 ReplyNah, I just pasted it so that other people can reproduce.
5 0 Reply
statistia-netcontrib.csv
is using some weird country code that isn't ISO 3166-2, because it's got what I assume to be Latvia with the codeLA
which is actually Laos, and that's reflected on your chart too – I was initially a bit puzzled as to why Laos was listed as being in the EU. At a quick glance it seems to be the only weird one though10 0 ReplyThat's just me not knowing my country codes. Over here, "LA" is generally Los Angeles. I'll fix it; thanks.
EDIT: Also, Austria appears to be "AT" rather than "AU". One more fix.
6 0 ReplyAh I thought you pulled that from some Eurostat database and they were using wonky country codes. The AU / AT mixup is a classic one, and since the spelling of Austria and Australia is so close it's easy to miss that mistake – just like I did
1 0 Reply