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Visualizing Corruption Around the World

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Visualizing Corruption Around the World

Visualizing Corruption Around the World

Growing levels of public sector corruption can stifle a country’s economic growth while also chipping away at political freedom.

Which parts of the world are perceived to be most corrupt – and further, how does this data differ between regions, and how has it trended over time?

The Corruption Perception Index (CPI)

Today’s chart pulls its numbers from the recent 2018 Corruption Perceptions Index report, which has been published by Transparency International annually since 1995. The report scores 180 countries, and is considered the world’s most widely-used barometer for corruption.

However, before we dive in to the data, it’s worth taking a quick look at the methodology behind the report:

Methodology:

  • The CPI attempts to measure perceptions about corruption in a country, rather than corruption itself
  • Specifically, it is focused on the public sector of countries, which includes governments and government-run institutions
  • The CPI is a composite index, using the results from 13 separate reports and surveys to calculate an overall score
  • Scores range from 0 (most corrupt) to 100 (most clean)

Finally, it’s also worth noting that in the chart, we’ve added in government types as rated by the Economist Intelligence Unit – they range from “Full Democracy” to “Autocratic Regime”.

The Most and Least Corrupt Places

What do experts and businesspeople see as the most and least corrupt global regions?

RegionAverage Score (CPI)
Western Europe & EU66
Americas44
Asia Pacific44
Middle East & North Africa39
Eastern Europe & Central Asia35
Sub-Saharan Africa32
Global43

Western Europe has the highest score on average, while Sub-Saharan Africa has the lowest (most corrupt) average score. The Americas ranks just above the global average score of 43, mainly because the average is skewed by the lower scores of many countries in Latin America (such as Venezuela) and the Caribbean (such as Haiti).

Now, let’s look at the top 10 countries overall:

RankCountryScore (CPI)Government typeRegion
#1Denmark88Full democracyWestern Europe & EU
#2New Zealand87Full democracyAsia Pacific
#3Finland85Full democracyWestern Europe & EU
#3Singapore85Flawed democracyAsia Pacific
#3Sweden85Full democracyWestern Europe & EU
#3Switzerland85Full democracyWestern Europe & EU
#7Norway84Full democracyWestern Europe & EU
#8Netherlands82Full democracyWestern Europe & EU
#9Canada81Full democracyAmericas
#9Luxembourg81Full democracyWestern Europe & EU

Here’s also a look at the world’s 20 most populous countries:

Most Populous Countries

As the report notes, the relation between democracy and corruption appears to be quite clear: the more democratic a regime is, the less corrupt it is perceived to be. Using the Economist Intelligence Unit rankings, there are no “Hybrid” or “Autocratic” regimes that come anywhere near the top 10.

The closest may be the U.A.E. – which is classified as an Autocratic Regime – which has a CPI score of 70, good for 23rd place globally.

Trends Over Time

Over the last seven years, the report notes that there were a few specific countries that have consistently trended in one direction or another.

Hungary: The country has seen a -9 point change to its CPI score since 2012, dropping to 46 points in total. That’s just a notch above the global average.

Turkey: Turkey’s rating has deteriorated from 49 to 41 over the 2012-2018 time period.

Argentina: The South American nation has seen its score rise by eight points over the 2012-2018 time period.

Guyana: Guyana has gained nine points – a significant improvement over its original score of 28 at the start of that time period.

What will be the next country to jump up (or down) the list – and what factors will lead to this change in perception?

Note: The color-coding on the map has been updated to better reflect CPI scores. Ukraine was incorrectly classified as an Autocratic Regime.

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Mapped: Europe’s GDP Per Capita, by Country

Which European economies are richest on a GDP per capita basis? This map shows the results for 44 countries across the continent.

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A cropped map of GDP per capita levels for 44 European countries.

Mapped: Europe’s GDP Per Capita, by Country (2024)

This was originally posted on our Voronoi app. Download the app for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.

Europe is home to some of the largest and most sophisticated economies in the world. But how do countries in the region compare with each other on a per capita productivity basis?

In this map, we show Europe’s GDP per capita levels across 44 nations in current U.S. dollars. Data for this visualization and article is sourced from the International Monetary Fund (IMF) via their DataMapper tool, updated April 2024.

Europe’s Richest and Poorest Nations, By GDP Per Capita

Luxembourg, Ireland, and Switzerland, lead the list of Europe’s richest nations by GDP per capita, all above $100,000.

RankCountryGDP Per Capita (2024)
1🇱🇺 Luxembourg$131,380
2🇮🇪 Ireland$106,060
3🇨🇭 Switzerland$105,670
4🇳🇴 Norway$94,660
5🇮🇸 Iceland$84,590
6🇩🇰 Denmark$68,900
7🇳🇱 Netherlands$63,750
8🇸🇲 San Marino$59,410
9🇦🇹 Austria$59,230
10🇸🇪 Sweden$58,530
11🇧🇪 Belgium$55,540
12🇫🇮 Finland$55,130
13🇩🇪 Germany$54,290
14🇬🇧 UK$51,070
15🇫🇷 France$47,360
16🇦🇩 Andorra$44,900
17🇲🇹 Malta$41,740
18🇮🇹 Italy$39,580
19🇨🇾 Cyprus$37,150
20🇪🇸 Spain$34,050
21🇸🇮 Slovenia$34,030
22🇪🇪 Estonia$31,850
23🇨🇿 Czech Republic$29,800
24🇵🇹 Portugal$28,970
25🇱🇹 Lithuania$28,410
26🇸🇰 Slovakia$25,930
27🇱🇻 Latvia$24,190
28🇬🇷 Greece$23,970
29🇭🇺 Hungary$23,320
30🇵🇱 Poland$23,010
31🇭🇷 Croatia$22,970
32🇷🇴 Romania$19,530
33🇧🇬 Bulgaria$16,940
34🇷🇺 Russia$14,390
35🇹🇷 Türkiye$12,760
36🇲🇪 Montenegro$12,650
37🇷🇸 Serbia$12,380
38🇦🇱 Albania$8,920
39🇧🇦 Bosnia & Herzegovina$8,420
40🇲🇰 North Macedonia$7,690
41🇧🇾 Belarus$7,560
42🇲🇩 Moldova$7,490
43🇽🇰 Kosovo$6,390
44🇺🇦 Ukraine$5,660
N/A🇪🇺 EU Average$44,200

Note: Figures are rounded.

Three Nordic countries (Norway, Iceland, Denmark) also place highly, between $70,000-90,000. Other Nordic peers, Sweden and Finland rank just outside the top 10, between $55,000-60,000.

Meanwhile, Europe’s biggest economies in absolute terms, Germany, UK, and France, rank closer to the middle of the top 20, with GDP per capitas around $50,000.

Finally, at the end of the scale, Eastern Europe as a whole tends to have much lower per capita GDPs. In that group, Ukraine ranks last, at $5,660.

A Closer Look at Ukraine

For a broader comparison, Ukraine’s per capita GDP is similar to Iran ($5,310), El Salvador ($5,540), and Guatemala ($5,680).

According to experts, Ukraine’s economy has historically underperformed to expectations. After the fall of the Berlin Wall, the economy contracted for five straight years. Its transition to a Western, liberalized economic structure was overshadowed by widespread corruption, a limited taxpool, and few revenue sources.

Politically, its transformation from authoritarian regime to civil democracy has proved difficult, especially when it comes to institution building.

Finally, after the 2022 invasion of the country, Ukraine’s GDP contracted by 30% in a single year—the largest loss since independence. Large scale emigration—to the tune of six million refugees—is also playing a role.

Despite these challenges, the country’s economic growth has somewhat stabilized while fighting continues.

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