Country rankings

Countries that Still Have Slavery

India has the highest Estimated Slaves in 2023 (11,050,000), followed by China (5,771,000) and North Korea (2,696,000). Mauritius has the lowest (2,000).

Year 2023159 of 235 countries

Estimated Slaves, 2023

Darker means higher. Click a place to highlight it.

Loading map…

Ranking

Highest first: the first 15 and last 5 of 159 countries.

Distribution Median and middle halfThe median is the middle value: half of places are above it, half below. The middle half is the range holding the central 50% of places.More in the glossary →

Each dot is one country; the lines mark the median and the middle half.

Median
72,000
Middle half 25.5K – 172.5K
Average
312,050
159 countries
Highest
11,050,000
India
Lowest
2,000
Mauritius

Data

Click a column to sort, a row to highlight that place on the charts.

178 countries · # = rank by Estimated Slaves
#
1India11,050,0008.0 per 1k56.0%46.0%
2China5,771,0004.0 per 1k46.0%40.0%
3North Korea2,696,000104.6 per 1k67.0%-3%
4Pakistan2,349,00010.6 per 1k80.0%37.0%
5Russia1,899,00013.0 per 1k60.0%24.0%
6Indonesia1,833,0006.7 per 1k49.0%50.0%
7Nigeria1,611,0007.8 per 1k76.0%54.0%
8Turkey1,320,00015.6 per 1k51.0%49.0%
9Bangladesh1,162,0007.1 per 1k58.0%49.0%
10United States1,091,0003.3 per 1k25.0%67.0%
11Brazil1,053,0005.0 per 1k47.0%51.0%
12Philippines859,0007.8 per 1k66.0%59.0%
13Mexico850,0006.6 per 1k58.0%55.0%
14Saudi Arabia740,00021.3 per 1k53.0%49.0%
15Ethiopia727,0006.3 per 1k67.0%45.0%
16Myanmar657,00012.1 per 1k67.0%42.0%
17Iran597,0007.1 per 1k68.0%8%
18Ukraine559,00012.8 per 1k48.0%51.0%
19Afghanistan505,00013.0 per 1k86.0%—
20Egypt442,0004.3 per 1k59.0%44.0%
21DR Congo407,0004.5 per 1k94.0%36.0%
22Thailand401,0005.7 per 1k46.0%55.0%
23Colombia397,0007.8 per 1k51.0%46.0%
24Vietnam396,0004.1 per 1k44.0%47.0%
25Eritrea320,00090.3 per 1k66.0%5%
26Venezuela270,0009.5 per 1k66.0%27.0%
27Kenya269,0005.0 per 1k66.0%46.0%
28Uzbekistan249,0007.4 per 1k56.0%46.0%
29Peru234,0007.1 per 1k47.0%55.0%
30Iraq221,0005.5 per 1k82.0%33.0%
31Poland209,0005.5 per 1k19.0%55.0%
32Kazakhstan208,00011.1 per 1k42.0%46.0%
33Malaysia202,0006.3 per 1k37.0%45.0%
34Italy197,0003.3 per 1k22.0%59.0%
35Ivory Coast193,0007.3 per 1k59.0%37.0%
36Uganda190,0004.2 per 1k66.0%46.0%
37Argentina189,0004.2 per 1k36.0%58.0%
38South Korea180,0003.5 per 1k29.0%38.0%
38Yemen180,0006.0 per 1k89.0%—
40Sudan174,0004.0 per 1k82.0%26.0%
41Tanzania171,0002.9 per 1k53.0%42.0%
42South Africa158,0002.7 per 1k52.0%53.0%
43Cameroon155,0005.8 per 1k71.0%41.0%
44Syria153,0008.7 per 1k83.0%—
45Mauritania149,00032.0 per 1k66.0%35.0%
46Romania145,0007.5 per 1k26.0%58.0%
47Japan144,0001.1 per 1k11.0%44.0%
48Guatemala140,0007.8 per 1k57.0%47.0%
49Sri Lanka139,0006.5 per 1k56.0%49.0%
50Angola136,0004.1 per 1k61.0%44.0%
51France135,0002.1 per 1k13.0%62.0%
51Ecuador135,0007.6 per 1k48.0%51.0%
53Tajikistan133,00014.0 per 1k67.0%36.0%
54United Arab Emirates132,00013.4 per 1k40.0%50.0%
55Madagascar127,0004.6 per 1k60.0%42.0%
56United Kingdom122,0001.8 per 1k14.0%68.0%
57South Sudan115,00010.3 per 1k100.0%—
58Niger112,0004.6 per 1k76.0%37.0%
59Spain108,0002.3 per 1k10.0%63.0%
60Azerbaijan107,00010.6 per 1k57.0%59.0%
60Belarus107,00011.3 per 1k41.0%47.0%
62Mali106,0005.2 per 1k73.0%31.0%
63Jordan102,00010.0 per 1k49.0%46.0%
64Somalia98,0006.2 per 1k98.0%18.0%
65Nepal97,0003.3 per 1k46.0%45.0%
65Chad97,0005.9 per 1k84.0%24.0%
67Zambia94,0005.1 per 1k58.0%45.0%
67Haiti94,0008.2 per 1k66.0%37.0%
69Mozambique93,0003.0 per 1k67.0%45.0%
69Malawi93,0004.9 per 1k55.0%38.0%
69Papua New Guinea93,00010.3 per 1k79.0%31.0%
72Ghana91,0002.9 per 1k45.0%45.0%
73Burundi89,0007.5 per 1k77.0%29.0%
74Morocco85,0002.3 per 1k44.0%40.0%
75Algeria84,0001.9 per 1k43.0%36.0%
76Cambodia83,0005.0 per 1k58.0%42.0%
76Bolivia83,0007.2 per 1k47.0%47.0%
78Burkina Faso77,0003.7 per 1k56.0%36.0%
79Zimbabwe74,0005.0 per 1k75.0%27.0%
80Dominican Republic72,0006.6 per 1k41.0%46.0%
80Turkmenistan72,00011.9 per 1k47.0%26.0%
82Canada69,0001.8 per 1k11.0%60.0%
82Honduras69,0007.0 per 1k62.0%47.0%
84Greece66,0006.4 per 1k21.0%62.0%
85Hungary63,0006.6 per 1k19.0%55.0%
86Chile61,0003.2 per 1k22.0%55.0%
86Cuba61,0005.4 per 1k43.0%31.0%
86Serbia61,0007.0 per 1k34.0%56.0%
89Bulgaria59,0008.5 per 1k26.0%55.0%
90Kyrgyzstan57,0008.7 per 1k55.0%47.0%
91Rwanda55,0004.3 per 1k53.0%50.0%
91Kuwait55,00013.0 per 1k39.0%37.0%
93Guinea53,0004.0 per 1k66.0%36.0%
94El Salvador52,0008.1 per 1k53.0%45.0%
94Lebanon52,0007.6 per 1k60.0%33.0%
96Senegal49,0002.9 per 1k53.0%40.0%
96Nicaragua49,0007.3 per 1k54.0%36.0%
98Germany47,0000.6 per 1k11.0%62.0%
98Libya47,0006.8 per 1k80.0%10.0%
100Paraguay46,0006.4 per 1k48.0%49.0%
101Czechia45,0004.2 per 1k13.0%59.0%
102Republic of the Congo44,0008.0 per 1k77.0%28.0%
103Slovakia42,0007.7 per 1k16.0%58.0%
104Australia41,0001.6 per 1k7%67.0%
105Taiwan40,0001.7 per 1k21.0%47.0%
106Portugal39,0003.8 per 1k6%67.0%
107Laos38,0005.2 per 1k52.0%46.0%
107Moldova38,0009.5 per 1k36.0%47.0%
109Benin37,0003.0 per 1k48.0%40.0%
110Albania34,00011.8 per 1k40.0%62.0%
111Israel33,0003.8 per 1k35.0%45.0%
111Oman33,0006.5 per 1k40.0%38.0%
111Bosnia and Herzegovina33,00010.1 per 1k36.0%58.0%
114Georgia31,0007.8 per 1k38.0%62.0%
115Togo28,0003.3 per 1k57.0%33.0%
116Tunisia27,0002.3 per 1k48.0%47.0%
116Sierra Leone27,0003.4 per 1k55.0%33.0%
118Armenia26,0008.9 per 1k48.0%54.0%
118North Macedonia26,00012.6 per 1k38.0%58.0%
120Central African Republic25,0005.2 per 1k98.0%27.0%
121Croatia22,0005.2 per 1k30.0%59.0%
121Jamaica22,0007.3 per 1k45.0%51.0%
123Hong Kong21,0002.8 per 1k28.0%32.0%
124Panama20,0004.7 per 1k33.0%51.0%
124Qatar20,0006.8 per 1k38.0%49.0%
126Austria17,0001.9 per 1k8%62.0%
126Lithuania17,0006.1 per 1k21.0%58.0%
126Gabon17,0007.6 per 1k59.0%24.0%
129Liberia16,0003.1 per 1k56.0%41.0%
129Costa Rica16,0003.2 per 1k24.0%51.0%
129Gambia16,0006.5 per 1k58.0%36.0%
132Mongolia13,0004.0 per 1k50.0%40.0%
133Singapore12,0002.1 per 1k24.0%47.0%
134Belgium11,0001.0 per 1k11.0%59.0%
134Equatorial Guinea11,0007.8 per 1k69.0%22.0%
134Bahrain11,0006.7 per 1k40.0%55.0%
137Netherlands10,0000.6 per 1k6%67.0%
137Cyprus10,0008.0 per 1k21.0%58.0%
139Guinea-Bissau9,0004.5 per 1k80.0%33.0%
139Slovenia9,0004.4 per 1k9%56.0%
141Finland8,0001.4 per 1k5%60.0%
141New Zealand8,0001.6 per 1k8%54.0%
141Timor-Leste8,0006.1 per 1k51.0%35.0%
144Uruguay7,0001.9 per 1k27.0%56.0%
144Trinidad and Tobago7,0004.7 per 1k38.0%49.0%
144Djibouti7,0007.1 per 1k57.0%36.0%
147Sweden6,0000.6 per 1k7%63.0%
147Namibia6,0002.4 per 1k47.0%44.0%
147Latvia6,0003.4 per 1k17.0%59.0%
150Ireland5,0001.1 per 1k9%63.0%
150Estonia5,0004.1 per 1k15.0%56.0%
152Switzerland4,0000.5 per 1k14.0%50.0%
152Denmark4,0000.6 per 1k6%62.0%
152Botswana4,0001.8 per 1k45.0%42.0%
152Lesotho4,0001.6 per 1k59.0%40.0%
152Eswatini4,0003.6 per 1k59.0%36.0%
157Norway3,0000.5 per 1k1%63.0%
157Guyana3,0004.2 per 1k41.0%51.0%
159Mauritius2,0001.5 per 1k20.0%36.0%
—Fiji———46.0%
—Solomon Islands———31.0%
—Luxembourg———51.0%
—Suriname———31.0%
—Montenegro———60.0%
—Maldives———37.0%
—Cape Verde———31.0%
—Brunei———35.0%
—Belize———45.0%
—Bahamas———53.0%
—Iceland———47.0%
—Vanuatu———26.0%
—Barbados———41.0%
—Saint Lucia———51.0%
—Seychelles———33.0%
—Saint Vincent and the Grenadines———45.0%
—Antigua and Barbuda———44.0%
—Liechtenstein———31.0%
—Palau———27.0%

What correlates with Estimated Slaves (2023)?

Pearson r against 1,500 other country metrics sharing at least 96 countries. Ranks are read by standing: a better rank counts as higher, whether rank 1 is the best place on a list or the worst. Correlation is not causation.

Higher together

Places that have a higher Estimated Slaves tend to score higher on these (or rank better)

  1. Average Number of AbortionsAbortion Rates by Country
    r = +0.98 · very strong · n = 133
    Plot
  2. Undernourished IndividualsHunger Rates by Country
    r = +0.96 · very strong · n = 96
    Plot
  3. Avg Annual Live Births w/ DefectsBirth Defect Rates by Country
    r = +0.96 · very strong · n = 156
    Plot
  4. Rural PopulationRural Population by Country
    r = +0.96 · very strong · n = 155
    Plot
  5. WhatsApp UsersWhatsApp Users by Country
    r = +0.96 · very strong · n = 151
    Plot
  6. Moderate To Severe BlindnessBlind Population by Country
    r = +0.96 · very strong · n = 158
    Plot

Opposite directions

Places that have a higher Estimated Slaves tend to score lower on these (or rank worse)

  1. Average Men's Shoe Size (US sizes)Shoe Size by Country
    r = −0.44 · moderate · n = 145
    Plot
  2. US Trade BalanceUS Trade Deficit by Country
    r = −0.33 · moderate · n = 158
    Plot
  3. Global FirePower IndexMilitary Strength Index by Country
    r = −0.30 · moderate · n = 138
    Plot
  4. Natural Environment Rank (US News)Most Environmentally Friendly CountriesA rank: rank 1 is the best
    r = −0.29 · weak · n = 96
    Plot
  5. Press Freedom Index Score (RSF)Freedom Index by Country
    r = −0.28 · weak · n = 159
    Plot
  6. Average Women's Shoe Size (US sizes)Shoe Size by Country
    r = −0.28 · weak · n = 145
    Plot

Quick answers

Which country has the highest Estimated Slaves?
India has the highest Estimated Slaves in 2023, at 11,050,000, followed by China (5,771,000) and North Korea (2,696,000).
Which country has the lowest Estimated Slaves?
Mauritius has the lowest Estimated Slaves in 2023, at 2,000.
What is the median Estimated Slaves across countries?
The median is 72,000 across the 159 countries with data in 2023.
Where does the Countries that Still Have Slavery data come from?
Rankodex compiles it from World Population Review and the primary sources it cites: Global Slavery Index 2023 - Walk Free; Global Slavery Index Dataset 2023 - MAP - Walk Free; Global Estimates of Modern Slavery - United Nations Office for the Coordination of Humanitarian Affairs (OCHA); Summary of Findings - Antislavery in Domestic Legislation.

More rankings of countries that share statistics, a category or a subject with this one.

Keep exploring