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Mapped: The State of Global Democracy in 2022

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map showing global democracy index measuring political regimes in 2022

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Mapped: The State of Democracy Around the World

The world’s (almost) eight billion people live under a wide variety of political and cultural circumstances. In broad terms, those circumstances can be measured and presented on a sliding scale between “free” and “not free”—the subtext being that democracy lies on one end, and authoritarianism on the other.

This year’s Democracy Index report by the Economist Intelligence Unit (EIU), is one such attempt to apply a score to countries based on how closely they measure up to democratic ideals.

According to EIU, the state of democracy is at its lowest point since the index began in 2006, blamed in part on the pandemic restrictions that saw many countries struggling to balance public health with personal freedom.

In this year’s report, the EIU reported a drop of the average global score from 5.37 to 5.28, the biggest drop since 2010 after the global financial crisis. This translates into a sobering fact: only 46% of the population is living in a democracy “of some sort.”

Let’s dive a bit deeper into what this means.

Percentage of Population by Regime Type

In 2021, 37% of the world’s population still lived under an authoritarian regime. Afghanistan tops this list, followed by Myanmar, North Korea, Democratic Republic of the Congo, and Syria. Of course, China has a big share of the population living under this style of regime.

On the other side of the spectrum we have full democracies, which only account for 6.4% of the population. Norway tops this list, followed by New Zealand, Finland, Sweden, and Iceland.

Regime TypeNo. of CountriesShare of countriesShare of World Population
Full democracies2112.6%6.4%
Flawed democracies5331.7%39.3%
Hybrid Regimes3420.4%17.2%
Authoritarian regimes5935.3%37.1%

Let’s explore the characteristics of each of the four types of regime according to the EIU:

Full democracies are nations where:

  • Civil liberties and fundamental political freedoms are respected
  • Valid systems of governmental checks and balances exist
  • There are limited problems in democratic functioning
  • Media is diverse and independent

Flawed democracies are nations where:

  • Elections are fair and free
  • Basic liberties are honored but may have issues
  • There are issues in the functioning of governance

Hybrid regimes are nations where:

  • Electoral fraud or irregularities occur regularly
  • Pressure is applied to political opposition
  • Corruption is widespread and rule of law tends to be weak
  • Media is pressured and harassed
  • There are issues in the functioning of governance

Authoritarian regimes are nations where:

  • Political pluralism is nonexistent or limited
  • The population is ruled by absolute monarchies or dictatorships
  • Infringements and abuses of civil liberties are common
  • Elections are not fair or free (if they occur at all)
  • Media is state-owned or controlled directly or indirectly by the ruling regime
  • The judiciary system is not independent
  • Criticism of the government is censored

Global Democracy Index by Region

As mentioned earlier, in 2021, the global democracy score declined from 5.37 to 5.28. This was driven by a decline in the average regional score, but every region has a different reality. Let’s take a look at the democratic state of each region in the world.

Americas

North America (Canada and U.S.) is the top-ranked region in the Democracy Index with an average score of 8.36, but this dropped significantly from 8.58 in 2020.

Both countries have dropped their positions in the global ranking, however, Canada still maintains the status as a full democracy.

map showing democracy index measuring political regimes in north and south america

The U.S. is still classified by EIU as a flawed democracy, and has been since 2016. The report points to extreme polarization and “gerrymandering” as key issues facing the country. On the bright side, political participation in the U.S. is still very robust compared with the rest of the world.

Latin America and the Caribbean experienced the largest decline in regional scores in the world. This region dropped from 6.09 in 2020 to 5.83 in 2021. This decline shows the general discontent of the population about how their governments have handled the pandemic.

In this region, the only countries falling under the full democracy category are Costa Rica and Uruguay. On the other side of the spectrum, Venezuela, Nicaragua, and Cuba fall under the authoritarian regime classification.

Europe

In 2021, Western Europe is the region with the most full democracies in the world.

In fact, four out of the top five full democracies are in this region: Norway, Finland, Sweden, and Iceland. A notable downgrade in this region happened in Spain; the country is now considered a flawed democracy.

map showing democracy index measuring political regimes in europe

Eastern Europe paints a different picture, where there is not a single full democracy. Three countries (Moldova, Montenegro, and North Macedonia) were upgraded from being considered hybrid regimes to flawed democracies.

Ukraine’s score declined to 5.57, becoming a hybrid region. Russia’s score also declined to 3.24 keeping the authoritarian regime status. It’s important to note that this report by the EIU was published before the invasion of Ukraine began, and the conflict will almost certainly impact scores in next year’s report.

Africa

Sub-Saharan Africa has the most countries at the bottom of the Democracy Index rankings.

The fact is that 23 countries are considered “authoritarian regimes”. Meanwhile, there are 14 countries that are hybrid regimes, six countries under flawed democracy, and only one country, Mauritius, is considered a full democracy.

map showing democracy index measuring political regimes in africa

In North Africa, four countries are considered authoritarian regimes: Sudan, Egypt, Libya, and Algeria. Only Morocco and Tunisia fall into the hybrid regime classification.

Middle East and Central Asia

This region concentrates a substantial number of countries classified as authoritarian regimes. In fact, the region’s overall democracy score is now lower than what it was before the start of the Arab Spring in 2010.

map showing democracy index measuring political regimes in the middle east

There are no countries falling under the category of full democracy in this region. Only Israel (7.97) and Cyprus (7.43) are considered flawed democracies. Turkey, Georgia, Armenia, and Pakistan fall under the category of hybrid regimes, and the rest of the countries in the region are considered authoritarian regimes.

East Asia and Oceania

This is broad region is full of contrasts. Aside from Western Europe, East Asia and Oceania contains the most full democracies: New Zealand, Taiwan, Australia, South Korea, and Japan. There are also a high number of countries that fall under the category of flawed democracies.

map showing democracy index measuring political regimes in east asia and oceania

It’s worth noting that some of the most contentious geopolitical relationships are between neighbors with big differences in their scores: China and Taiwan, or North and South Korea are examples of this juxtaposition.

Decline in Global Democracy Levels

Two years after the world got hit by the pandemic, we can see that global democracy is in a downward trend.

Every region’s global score experienced a drop, with the exception of Western Europe, which remained flat. Out of the 167 countries, 74 (44%) experienced a decline in their democracy score.

As pandemic restrictions continue to be lifted, will democracy make a comeback in 2022?

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War

Interactive: Comparing Military Spend Around the World

Which countries have the highest military spend relative to their economy? This visual breaks down the amount spent in each country by GDP.

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A map showing countries' military spend as a percentage of their gross domestic product.

Comparing Military Spend Around the World

One of the easiest ways to identify a nation’s priorities is by tracking its expenditures, and military spend is no different.

Usually spending is measured, and ranked, in absolute amounts. For example, countries around the world collectively spent $2.1 trillion on their militaries in 2021, with the most coming from the U.S. ($800 billion), China ($293 billion), and India ($77 billion).

But these eye-popping figures are best understood in the context of each country’s economy. Using data from the Stockholm International Peace Research Institute (SIPRI), Varun Jain has visualized 158 countries’ military expenditures, both as a percentage of their total GDP as well as in average per-capita spend.

Countries’ Military Spend as a Percentage of their Economy

To begin, Jain identified three categories of military expenditure as a percent of GDP, using the five-year (2018‒2022) average for more consistent data:

Military Spend% of GDPCountries
HighAbove 5%7
Medium2‒5%44
LowBelow 2%107

Under this categorization, the stand outs are the countries spending an outsized amount of their economic output on military, rather than the highest total spenders in absolute terms.

At the top of the table is Ukraine, which has earmarked a staggering average of 9.46% of its total economic output on defense over the past five years. That’s well ahead of second-place Saudi Arabia, which is slightly above 8%.

In Ukraine’s case, its high ranking shows how quickly priorities can change. From 2018 to 2021, the country spent 3.2-3.8% of its GDP on its military, but the outbreak of war with Russia saw its expenditures jump to one-third of economic output.

Other countries from the Middle East and North Africa follow in this tier, with Oman third at 8.11% and Qatar fourth with 5.88%. Rounding out the top seven high spenders are Algeria, Kuwait, and Israel.

RankCountryMilitary Spend% of GDP
1🇺🇦 UkraineHigh9.46%
2🇸🇦 Saudi ArabiaHigh8.19%
3🇴🇲 OmanHigh8.11%
4🇶🇦 QatarHigh5.88%
5🇩🇿 AlgeriaHigh5.70%
6🇰🇼 KuwaitHigh5.66%
7🇮🇱 IsraelHigh5.09%
8🇯🇴 JordanMedium4.81%
9🇦🇲 ArmeniaMedium4.53%
10🇦🇿 AzerbaijanMedium4.53%
11🇱🇧 LebanonMedium4.01%
12🇷🇺 RussiaMedium3.98%
13🇧🇭 BahrainMedium3.79%
14🇵🇰 PakistanMedium3.75%
15🇲🇦 MoroccoMedium3.72%
16🇺🇿 UzbekistanMedium3.56%
17🇺🇸 U.S.Medium3.48%
18🇨🇴 ColombiaMedium3.24%
19🇬🇷 GreeceMedium3.15%
20🇳🇦 NamibiaMedium3.09%
21🇧🇳 BruneiMedium3.09%
22🇸🇸 South SudanMedium3.05%
23🇹🇬 TogoMedium3.03%
24🇲🇱 MaliMedium2.90%
25🇨🇺 CubaMedium2.88%
26🇸🇬 SingaporeMedium2.86%
27🇧🇼 BotswanaMedium2.86%
28🇲🇲 MyanmarMedium2.76%
29🇧🇫 Burkina FasoMedium2.70%
30🇮🇶 IraqMedium2.69%
31🇰🇷 South KoreaMedium2.69%
32🇨🇬 Republic of CongoMedium2.68%
33🇹🇩 ChadMedium2.66%
34🇮🇳 IndiaMedium2.58%
35🇹🇳 TunisiaMedium2.58%
36🇪🇨 EcuadorMedium2.34%
37🇮🇷 IranMedium2.32%
38🇻🇳 Viet NamMedium2.28%
39🇰🇭 CambodiaMedium2.26%
40🇲🇷 MauritaniaMedium2.24%
41🇳🇪 NigerMedium2.21%
42🇧🇮 BurundiMedium2.21%
43🇹🇷 TurkeyMedium2.19%
44🇵🇱 PolandMedium2.17%
45🇱🇻 LatviaMedium2.14%
46🇱🇹 LithuaniaMedium2.13%
47🇪🇪 EstoniaMedium2.13%
48🇬🇧 United KingdomMedium2.12%
49🇺🇾 UruguayMedium2.11%
50🇷🇸 SerbiaMedium2.06%
51🇺🇬 UgandaMedium2.02%
52🇭🇷 CroatiaLow1.97%
53🇦🇺 AustraliaLow1.93%
54🇨🇱 ChileLow1.92%
55🇫🇷 FranceLow1.91%
56🇨🇾 CyprusLow1.90%
57🇷🇴 RomaniaLow1.87%
58🇧🇬 BulgariaLow1.85%
59🇸🇿 EswatiniLow1.82%
60🇳🇴 NorwayLow1.81%
61🇨🇫 Central African RepublicLow1.78%
62🇱🇰 Sri LankaLow1.77%
63🇵🇹 PortugalLow1.77%
64🇹🇼 TaiwanLow1.76%
65🇨🇳 ChinaLow1.72%
66🇬🇪 GeorgiaLow1.71%
67🇸🇰 SlovakiaLow1.67%
68🇬🇼 Guinea-BissauLow1.65%
69🇰🇬 KyrgyzstanLow1.62%
70🇬🇳 GuineaLow1.61%
71🇫🇮 FinlandLow1.60%
72🇸🇳 SenegalLow1.58%
73🇭🇳 HondurasLow1.56%
74🇬🇦 GabonLow1.56%
75🇲🇿 MozambiqueLow1.56%
76🇱🇸 LesothoLow1.56%
77🇲🇪 MontenegroLow1.54%
78🇫🇯 FijiLow1.54%
79🇯🇲 JamaicaLow1.49%
80🇦🇴 AngolaLow1.48%
81🇮🇹 ItalyLow1.48%
82🇭🇺 HungaryLow1.48%
83🇧🇴 BoliviaLow1.46%
84🇸🇨 SeychellesLow1.43%
85🇳🇱 NetherlandsLow1.41%
86🇸🇩 SudanLow1.39%
87🇷🇼 RwandaLow1.39%
88🇳🇵 NepalLow1.36%
89🇩🇰 DenmarkLow1.36%
90🇦🇱 AlbaniaLow1.34%
91🇪🇸 SpainLow1.34%
92🇹🇭 ThailandLow1.33%
93🇦🇫 AfghanistanLow1.33%
94🇳🇿 New ZealandLow1.32%
95🇨🇦 CanadaLow1.32%
96🇩🇪 GermanyLow1.31%
97🇲🇰 North MacedoniaLow1.30%
98🇧🇷 BrazilLow1.29%
99🇧🇿 BelizeLow1.28%
100🇸🇻 El SalvadorLow1.28%
101🇧🇩 BangladeshLow1.26%
102🇿🇲 ZambiaLow1.25%
103🇬🇶 Equatorial GuineaLow1.24%
104🇬🇾 GuyanaLow1.22%
105🇨🇮 Cote d'IvoireLow1.22%
106🇪🇬 EgyptLow1.20%
107🇵🇪 PeruLow1.20%
108🇧🇾 BelarusLow1.18%
109🇸🇪 SwedenLow1.17%
110🇰🇪 KenyaLow1.13%
111🇸🇮 SloveniaLow1.10%
112🇹🇱 Timor LesteLow1.08%
113🇹🇿 TanzaniaLow1.05%
114🇨🇲 CameroonLow1.04%
115🇹🇯 TajikistanLow1.03%
116🇯🇵 JapanLow1.03%
117🇧🇪 BelgiumLow1.02%
118🇱🇷 LiberiaLow1.00%
119🇲🇾 MalaysiaLow0.98%
120🇵🇭 PhilippinesLow0.96%
121🇵🇾 ParaguayLow0.95%
122🇽🇰 KosovoLow0.95%
123🇿🇦 South AfricaLow0.94%
124🇲🇼 MalawiLow0.92%
125🇧🇦 Bosnia and HerzegovinaLow0.84%
126🇰🇿 KazakhstanLow0.83%
127🇦🇹 AustriaLow0.78%
128🇬🇲 GambiaLow0.76%
129🇹🇹 Trinidad & TobagoLow0.75%
130🇮🇩 IndonesiaLow0.74%
131🇨🇭 SwitzerlandLow0.73%
132🇨🇿 Czech RepublicLow0.71%
133🇩🇴 Dominican RepublicLow0.70%
134🇲🇳 MongoliaLow0.69%
135🇲🇬 MadagascarLow0.68%
136🇨🇩 Dem. Rep. of CongoLow0.64%
137🇳🇬 NigeriaLow0.64%
138🇪🇹 EthiopiaLow0.64%
139🇸🇱 Sierra LeoneLow0.64%
140🇦🇷 ArgentinaLow0.63%
141🇱🇺 LuxembourgLow0.61%
142🇲🇽 MexicoLow0.61%
143🇳🇮 NicaraguaLow0.60%
144🇨🇻 Cape VerdeLow0.54%
145🇧🇯 BeninLow0.54%
146🇲🇹 MaltaLow0.48%
147🇬🇹 GuatemalaLow0.45%
148🇬🇭 GhanaLow0.43%
149🇵🇬 Papua New GuineaLow0.38%
150🇲🇩 MoldovaLow0.36%
151🇮🇪 IrelandLow0.27%
152🇿🇼 ZimbabweLow0.26%
153🇻🇪 VenezuelaLow0.20%
154🇭🇹 HaitiLow0.17%
155🇲🇺 MauritiusLow0.16%
156🇨🇷 Costa RicaLow0.00%
157🇮🇸 IcelandLow0.00%
158🇵🇦 PanamaLow0.00%

The medium group consists of 44 countries and is led by four nations (Jordan, Armenia, Azerbaijan, and Lebanon) that all spend more than 4% of their GDP on their militaries. Other familiar countries known to have large military budgets, like Russia, Pakistan, the U.S., India and the UK, are also in this category.

The low spend group has a total of 107 countries, but also contains some surprises. For example, China, France, and Germany—all in the top 10 countries by absolute military spend—actually have similar amounts of military spend as a percent of GDP as Georgia, Cyprus, and North Macedonia respectively.

At the bottom of the table are countries with either low military importance, or strange technicalities. For example, Mauritius is one of the countries with the lowest military budgets because it doesn’t officially have a standing military, instead relying on two paramilitary forces (a special mobile force and a Coast Guard).

Similarly, Iceland allocates 0% of its GDP towards military spending. In place of a standing army, the country maintains a specialized peacekeeping force, a substantial Coast Guard, and relies on security alliances within NATO, of which it is a member and provides financial support to.

Ranking Defense Spending Per Capita

While the measure above equalizes military spend on economic strength, per-capita military spending shows how much countries allocate while accounting for population size.

On a per-capita basis (again using a five-year average), Qatar leads the ranks with a per-capita spend of $4,564, well-ahead of Israel at $2,535, and Saudi Arabia at $1,928.

RankCountryPer Capita Spend ($)
1🇶🇦 Qatar$4,564
2🇮🇱 Israel$2,535
3🇸🇦 Saudi Arabia$1,928
4🇸🇬 Singapore$1,837
5🇰🇼 Kuwait$1,815
6🇺🇸 U.S.$1,815
7🇳🇴 Norway$1,438
8🇴🇲 Oman$1,254
9🇦🇺 Australia$1,131
10🇧🇳 Brunei$959
11🇬🇧 UK$913
12🇰🇷 South Korea$894
13🇧🇭 Bahrain$863
14🇩🇰 Denmark$861
15🇫🇷 France$811
16🇫🇮 Finland$801
17🇳🇱 Netherlands$765
18🇱🇺 Luxembourg$694
19🇸🇪 Sweden$662
20🇨🇭 Switzerland$647
21🇨🇦 Canada$645
22🇬🇷 Greece$629
23🇩🇪 Germany$623
24🇳🇿 New Zealand$610
25🇪🇪 Estonia$535
26🇹🇼 Taiwan$495
27🇮🇹 Italy$494
28🇧🇪 Belgium$487
29🇷🇺 Russia$467
30🇱🇹 Lithuania$463
31🇵🇹 Portugal$417
32🇱🇻 Latvia$405
33🇨🇾 Cyprus$399
34🇯🇵 Japan$398
35🇪🇸 Spain$395
36🇦🇹 Austria$393
37🇵🇱 Poland$359
38🇺🇾 Uruguay$354
39🇸🇰 Slovakia$334
40🇱🇧 Lebanon$334
41🇸🇮 Slovenia$302
42🇺🇦 Ukraine$302
43🇭🇷 Croatia$294
44🇨🇱 Chile$292
45🇷🇴 Romania$258
46🇭🇺 Hungary$248
47🇮🇪 Ireland$235
48🇸🇨 Seychelles$230
49🇦🇿 Azerbaijan$226
50🇩🇿 Algeria$219
51🇦🇲 Armenia$217
52🇧🇼 Botswana$215
53🇯🇴 Jordan$207
54🇹🇷 Turkey$199
55🇨🇴 Colombia$197
56🇧🇬 Bulgaria$194
57🇨🇳 China$183
58🇲🇹 Malta$175
59🇨🇿 Czech Republic$175
60🇮🇷 Iran$169
61🇳🇦 Namibia$159
62🇮🇶 Iraq$145
63🇪🇨 Ecuador$138
64🇲🇪 Montenegro$137
65🇷🇸 Serbia$133
66🇹🇹 Trinidad & Tobago$131
67🇬🇦 Gabon$124
68🇲🇦 Morocco$122
69🇬🇶 Equatorial Guinea$112
70🇲🇾 Malaysia$109
71🇧🇷 Brazil$107
72🇹🇭 Thailand$97
73🇬🇾 Guyana$92
74🇹🇳 Tunisia$91
75🇫🇯 Fiji$83
76🇲🇰 North Macedonia$83
77🇰🇿 Kazakhstan$82
78🇵🇪 Peru$81
79🇬🇪 Georgia$80
80🇧🇾 Belarus$80
81🇯🇲 Jamaica$77
82🇦🇱 Albania$76
83🇸🇿 Eswatini$72
84🇱🇰 Sri Lanka$69
85🇦🇷 Argentina$66
86🇧🇿 Belize$60
87🇲🇽 Mexico$59
88🇩🇴 Dominican Republic$58
89🇻🇳 Viet Nam$58
90🇿🇦 South Africa$56
91🇸🇻 El Salvador$54
92🇧🇦 Bosnia and Herzegovina$54
93🇮🇳 India$53
94🇨🇬 Republic of Congo$53
95🇵🇾 Paraguay$52
96🇧🇴 Bolivia$51
97🇵🇰 Pakistan$49
98🇺🇿 Uzbekistan$44
99🇦🇴 Angola$43
100🇽🇰 Kosovo$42
101🇲🇷 Mauritania$42
102🇭🇳 Honduras$42
103🇪🇬 Egypt$41
104🇰🇭 Cambodia$36
105🇲🇲 Myanmar$35
106🇵🇭 Philippines$33
107🇲🇳 Mongolia$33
108🇮🇩 Indonesia$31
109🇧🇩 Bangladesh$27
110🇹🇱 Timor Leste$27
111🇲🇱 Mali$26
112🇸🇳 Senegal$24
113🇨🇮 Cote d'Ivoire$23
114🇹🇬 Togo$21
115🇰🇪 Kenya$21
116🇰🇬 Kyrgyzstan$20
117🇧🇫 Burkina Faso$20
118🇬🇳 Guinea$19
119🇱🇸 Lesotho$19
120🇨🇻 Cape Verde$19
121🇬🇹 Guatemala$19
122🇹🇩 Chad$18
123🇸🇸 South Sudan$18
124🇸🇩 Sudan$18
125🇺🇬 Uganda$18
126🇿🇼 Zimbabwe$17
127🇿🇲 Zambia$16
128🇲🇺 Mauritius$16
129🇨🇲 Cameroon$16
130🇳🇵 Nepal$15
131🇳🇬 Nigeria$14
132🇳🇮 Nicaragua$12
133🇬🇼 Guinea-Bissau$12
134🇹🇿 Tanzania$12
135🇨🇺 Cuba$11
136🇷🇼 Rwanda$11
137🇲🇩 Moldova$11
138🇵🇬 Papua New Guinea$10
139🇳🇪 Niger$10
140🇹🇯 Tajikistan$9
141🇨🇫 Central African Republic$8
142🇲🇿 Mozambique$8
143🇬🇭 Ghana$8
144🇧🇯 Benin$7
145🇧🇮 Burundi$7
146🇦🇫 Afghanistan$6
147🇬🇲 Gambia$6
148🇪🇹 Ethiopia$5
149🇻🇪 Venezuela$5
150🇲🇼 Malawi$4
151🇸🇱 Sierra Leone$3
152🇲🇬 Madagascar$3
153🇨🇩 Dem. Rep. of Congo$3
154🇱🇷 Liberia$3
155🇭🇹 Haiti$2
156🇨🇷 Costa Rica$0
157🇮🇸 Iceland$0
158🇵🇦 Panama$0

Measured this way, we get a perspective of how small defense budgets can be per person, even if the total expenditure is large.

For example, India has the fourth-highest total defense expenditure in 2022, but because of its massive population only sets aside $53 per resident for its military, putting it solidly at the bottom third of the per-capita rankings.

Patterns Revealed By Measuring Military Spend

Changing how we look at a country’s military budget can reveal a lot more than just looking at absolute numbers.

For example, the Middle East is the region with the highest spenders on defense as a percentage of their GDP, giving us insight into regional security concerns.

Countries from the medium group of military spending—including parts of Eastern Europe, sub-Saharan Africa, and South Asia—highlight past or recent conflict zones between neighbors, countries with internal strife, or countries wary of a regional aggressor. Ukraine’s average per capita military spend, for example, was just $122.4 from 2018 to 2021. The next year, it jumped nearly 10 times to $1,018.66 per person after Russia’s invasion.

In fact, European military spending saw its sharpest one-year jump in 30 years as a direct result of the war.

Alongside European anxieties, ongoing tension between China and Taiwan has also contributed to increased military spending in Asia and Oceania. Will these budgets continue their dramatic ascent or will they rise evenly alongside their relative economies in 2023?

Data note: For these comparisons, the creator is calculating five-year averages (using data from 2018-2022) for military spending as a percentage of GDP and per-capita military spending for each country. The military expenditure data is pulled from Stockholm International Peace Research Institute.

Data for some countries is missing or may vary significantly from official figures. Countries with up to
two years of missing data had averages calculated on the years available, while countries with three or more years of missing data have been removed from this dataset, including: Djibouti, Eritrea, North Korea, Laos, Libya, Somalia, Syria, Turkmenistan, UAE, and Yemen.

Please see SIPRI’s methodologies page for more details on how they collect their data and create estimates.

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