Global Data Lab

Institute for Management Research
Radboud University

GDL Area Database (3.7.0)

Free Sub-National Development Indicators

133 indicators, 129 countries, 1461 sub-national regions
36.8 million persons, 8.3 million households
Follow @globaldatalab on Twitter
Blue numbers are estimated
Show on map

% households with a washing machine

1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018
Albania (Europe)
Show on map Dollar Street
Total 63.4 65.9 68.5 71.0 73.6 76.1 78.7 81.2 82.8 84.3 85.9 87.5 89.0 90.6 92.2 93.7 95.3
Urban 83.0 84.5 86.1 87.6 89.1 90.7 92.2 93.7 94.0 94.3 94.5 94.8 95.1 95.3 95.6 95.9 96.1
Rural 49.2 52.1 55.0 57.9 60.7 63.6 66.5 69.4 72.0 74.6 77.2 79.8 82.4 85.0 87.6 90.2 92.8
Poor 0.01 0.31 0.61 0.91 1.84 2.77 3.69 4.62 5.13 5.64 6.15 6.66 7.17 7.68 8.19 8.70 9.21
Nonpoor 65.7 68.1 70.4 72.7 75.1 77.4 79.7 82.1 83.6 85.1 86.6 88.1 89.5 91.0 92.5 94.0 95.5
Lowest 25% 13.3 18.2 23.0 27.9 32.7 37.6 42.4 47.3 51.4 55.6 59.7 63.8 68.0 72.1 76.2 80.4 84.5
Second 25% 54.0 58.2 62.5 66.7 70.9 75.2 79.4 83.6 85.2 86.7 88.2 89.7 91.2 92.8 94.3 95.8 97.2
Third 25% 86.5 87.7 88.9 90.1 91.2 92.4 93.6 94.8 95.3 95.8 96.4 96.9 97.4 97.9 98.5 99.0 99.3
Highest 25% 99.6 99.5 99.4 99.4 99.3 99.2 99.2 99.1 99.2 99.2 99.3 99.4 99.5 99.6 99.7 99.8 99.8
Berat 64.3 67.0 69.6 72.2 74.8 77.4 80.1 82.7 84.2 85.6 87.1 88.5 90.0 91.5 92.9 94.4 95.9
Diber 59.0 59.7 60.4 61.2 61.9 62.7 63.4 64.2 67.1 70.0 72.9 75.8 78.8 81.7 84.6 87.5 90.4
Durres 59.9 63.8 67.6 71.4 75.3 79.1 82.9 86.8 88.0 89.3 90.5 91.7 93.0 94.2 95.5 96.7 97.8
Elbasan 62.5 63.6 64.8 66.0 67.1 68.3 69.5 70.6 72.7 74.9 77.0 79.1 81.2 83.3 85.4 87.5 89.6
Fier 62.1 64.0 65.8 67.6 69.4 71.2 73.0 74.8 76.9 79.0 81.1 83.3 85.4 87.5 89.6 91.7 93.8
Gjirokaster 91.6 90.4 89.1 87.8 86.5 85.2 83.9 82.6 84.3 86.1 87.8 89.5 91.3 93.0 94.8 96.5 97.6
Korce 53.3 57.1 60.8 64.5 68.2 71.9 75.7 79.4 80.7 82.0 83.3 84.6 85.9 87.2 88.5 89.8 91.1
Kukes 40.7 45.2 49.7 54.1 58.6 63.1 67.5 72.0 74.0 75.9 77.9 79.8 81.8 83.7 85.7 87.7 89.6
Lezhe 18.8 26.6 34.3 42.0 49.7 57.4 65.1 72.9 75.1 77.3 79.6 81.8 84.1 86.3 88.6 90.8 93.0
Shkoder 66.9 69.3 71.6 74.0 76.4 78.7 81.1 83.4 84.7 86.0 87.3 88.6 89.9 91.2 92.4 93.7 95.0
Tirana 75.5 77.6 79.7 81.8 83.9 86.0 88.1 90.2 91.1 91.9 92.8 93.6 94.5 95.4 96.2 97.1 98.0
Vlore 84.2 84.9 85.6 86.4 87.1 87.8 88.5 89.2 90.0 90.8 91.7 92.5 93.3 94.2 95.0 95.9 96.7
Algeria (Africa)
Show on map Dollar Street
Total 2.39 6.10 9.80 13.5 17.2 20.9 24.6 28.3 32.0 35.7 39.4 43.2 46.9 50.6 54.3 58.0 61.7 65.4
Urban 8.74 12.8 16.8 20.9 24.9 29.0 33.0 37.1 41.1 45.2 49.2 53.3 57.3 61.4 65.4 69.4 73.5 77.5
Rural 0.01 0.82 1.64 2.45 5.30 8.14 11.0 13.8 16.7 19.5 22.4 25.2 28.1 30.9 33.8 36.6 39.5 42.3
Poor 0.03 0.02 0.02 0.02 0.02 0.02 0.01 0.01 0.01 0.01 0.01 0.01 0.00 0.00 0.00 0.00 0.01 0.01
Nonpoor 4.31 7.92 11.5 15.1 18.7 22.3 25.9 29.6 33.2 36.8 40.4 44.0 47.6 51.2 54.8 58.4 62.0 65.6
Lowest 25% 0.01 0.04 0.06 0.09 1.57 3.05 4.52 6.00 7.48 8.96 10.4 11.9 13.4 14.9 16.4 17.8 19.3 20.8
Second 25% 0.01 0.33 0.66 0.98 4.35 7.73 11.1 14.5 17.9 21.2 24.6 28.0 31.4 34.7 38.1 41.5 44.8 48.2
Third 25% 0.01 1.46 2.91 4.36 10.1 15.9 21.7 27.5 33.3 39.0 44.8 50.6 56.4 62.2 68.0 73.7 79.5 85.3
Highest 25% 33.7 38.1 42.4 46.8 51.1 55.5 59.8 64.2 68.5 72.9 77.2 81.6 85.9 90.3 94.6 96.4 98.1 99.9
Hauts Plateaux Centre (Djelfa, Laghouat, MSila) 2.20 5.25 8.31 11.4 14.4 17.5 20.5 23.6 26.7 29.7 32.8 35.8 38.9 42.0 45.0 48.1 51.1 54.2
Hauts Plateaux Est (Setif, Batna, Khenchela, Bordj Bou Arreridj, Oum El Bouaghi, Tebessa) 0.48 3.94 7.39 10.9 14.3 17.8 21.2 24.7 28.1 31.6 35.0 38.5 41.9 45.4 48.9 52.3 55.8 59.2
Hauts Plateaux Ouest (Tiaret, Saida, Tissemsilt, Naama, El Bayadh) 0.01 2.37 4.72 7.08 10.4 13.7 17.0 20.3 23.7 27.0 30.3 33.6 36.9 40.2 43.6 46.9 50.2 53.5
Nord Centre (Alger, Blida, Boumerdes, Tipaza, Bouira, Medea, Tizi-Ouzou, Bejaia, Chlef, Ain Defla) 7.79 11.3 14.8 18.3 21.8 25.3 28.8 32.3 35.8 39.4 42.9 46.4 49.9 53.4 56.9 60.4 63.9 67.4
Nord Est (Annaba, Constantine, Skikda, Jijel, Mila, Souk Ahras, El Tarf, Guelma) 0.86 4.55 8.23 11.9 15.6 19.3 23.0 26.7 30.3 34.0 37.7 41.4 45.1 48.8 52.5 56.1 59.8 63.5
Nord Ouest (Oran, Tlemcen, Mostaganem, Ain Temouchent, Relizane, Sidi Bel Abbes, Mascara) 0.01 3.51 7.00 10.5 14.6 18.6 22.7 26.7 30.8 34.8 38.9 42.9 47.0 51.0 55.1 59.1 63.2 67.2
Sud (Bechar, Tindouf, Adrar, Ghardaia, Biskra, El Oued, Ouargla, Tamanrasset,Illizi) 0.95 5.65 10.4 15.1 19.8 24.5 29.2 33.9 38.6 43.3 48.0 52.7 57.4 62.1 66.8 71.5 76.2 80.9
Argentina (America)
Show on map Dollar Street
Total 62.6 62.6 62.6 62.6 62.6 62.6 62.6
Urban 62.6 62.6 62.6 62.6 62.6 62.6 62.6
Poor 1.91 1.91 1.91 1.91 1.91 1.91 1.91
Nonpoor 63.1 63.1 63.1 63.1 63.1 63.1 63.1
Lowest 25% 18.9 18.9 18.9 18.9 18.9 18.9 18.9
Second 25% 52.2 52.2 52.2 52.2 52.2 52.2 52.2
Third 25% 80.8 80.8 80.8 80.8 80.8 80.8 80.8
Highest 25% 96.4 96.4 96.4 96.4 96.4 96.4 96.4
Catamarca, La Rioja, San Juan 58.8 58.8 58.8 58.8 58.8 58.8 58.8
Chaco, Formosa 46.1 46.1 46.1 46.1 46.1 46.1 46.1
Chubut, Neuquen, Rio Negro, Santa Cruz, Tierra del Fuego 77.7 77.7 77.7 77.7 77.7 77.7 77.7
City of Buenos Aires 71.4 71.4 71.4 71.4 71.4 71.4 71.4
Cordoba 66.7 66.7 66.7 66.7 66.7 66.7 66.7
Corrientes, Entre Rios, Misiones 52.7 52.7 52.7 52.7 52.7 52.7 52.7
Jujuy, Salta 50.9 50.9 50.9 50.9 50.9 50.9 50.9
La Pampa, San Luis, Mendoza 77.9 77.9 77.9 77.9 77.9 77.9 77.9
Rest of Buenos Aires 62.3 62.3 62.3 62.3 62.3 62.3 62.3
Santa Fe 63.1 63.1 63.1 63.1 63.1 63.1 63.1
Santiago del Estero, Tucuman 42.8 42.8 42.8 42.8 42.8 42.8 42.8
Armenia (Europe)
Show on map Dollar Street
Total 92.8 92.8 92.8 92.8 92.8 92.8
Urban 94.2 94.2 94.2 94.2 94.2 94.2
Rural 90.5 90.5 90.5 90.5 90.5 90.5
Poor 8.76 8.76 8.76 8.76 8.76 8.76
Nonpoor 93.2 93.2 93.2 93.2 93.2 93.2
Lowest 25% 83.7 83.7 83.7 83.7 83.7 83.7
Second 25% 90.2 90.2 90.2 90.2 90.2 90.2
Third 25% 97.6 97.6 97.6 97.6 97.6 97.6
Highest 25% 99.9 99.9 99.9 99.9 99.9 99.9
Aragatsotn 88.7 88.7 88.7 88.7 88.7 88.7
Ararat 92.6 92.6 92.6 92.6 92.6 92.6
Armavir 91.9 91.9 91.9 91.9 91.9 91.9
Gegharkunik 88.2 88.2 88.2 88.2 88.2 88.2
Kotayk 94.4 94.4 94.4 94.4 94.4 94.4
Lori 93.2 93.2 93.2 93.2 93.2 93.2
Shirak 91.3 91.3 91.3 91.3 91.3 91.3
Syunik 90.2 90.2 90.2 90.2 90.2 90.2
Tavush 89.3 89.3 89.3 89.3 89.3 89.3
Vayots Dzor 91.9 91.9 91.9 91.9 91.9 91.9
Yerevan 95.8 95.8 95.8 95.8 95.8 95.8
Azerbaijan (Europe)
Show on map Dollar Street
Total 21.6 21.6 21.6 21.6 21.6 21.6 21.6
Urban 30.1 30.1 30.1 30.1 30.1 30.1 30.1
Rural 9.44 9.44 9.44 9.44 9.44 9.44 9.44
Poor 1.46 1.46 1.46 1.46 1.46 1.46 1.46
Nonpoor 26.9 26.9 26.9 26.9 26.9 26.9 26.9
Lowest 25% 1.42 1.42 1.42 1.42 1.42 1.42 1.42
Second 25% 8.49 8.49 8.49 8.49 8.49 8.49 8.49
Third 25% 21.3 21.3 21.3 21.3 21.3 21.3 21.3
Highest 25% 55.4 55.4 55.4 55.4 55.4 55.4 55.4
Absheron 17.1 17.1 17.1 17.1 17.1 17.1 17.1
Aran 11.9 11.9 11.9 11.9 11.9 11.9 11.9
Baku 37.6 37.6 37.6 37.6 37.6 37.6 37.6
Dakhlik Shirvan 8.71 8.71 8.71 8.71 8.71 8.71 8.71
Ganja Gazakh 26.3 26.3 26.3 26.3 26.3 26.3 26.3
Guba Khachmaz 3.96 3.96 3.96 3.96 3.96 3.96 3.96
Lankaran 6.51 6.51 6.51 6.51 6.51 6.51 6.51
Shaki Zaqatala 13.7 13.7 13.7 13.7 13.7 13.7 13.7
Yukhari Karabakh 6.00 6.00 6.00 6.00 6.00 6.00 6.00
Barbados (America)
Show on map Dollar Street
Total 77.3 77.3 77.3 77.3 77.3 77.3 77.3
Urban 78.3 78.3 78.3 78.3 78.3 78.3 78.3
Rural 75.6 75.6 75.6 75.6 75.6 75.6 75.6
Poor 2.47 2.47 2.47 2.47 2.47 2.47 2.47
Nonpoor 78.0 78.0 78.0 78.0 78.0 78.0 78.0
Lowest 25% 34.9 34.9 34.9 34.9 34.9 34.9 34.9
Second 25% 79.8 79.8 79.8 79.8 79.8 79.8 79.8
Third 25% 95.3 95.3 95.3 95.3 95.3 95.3 95.3
Highest 25% 99.2 99.2 99.2 99.2 99.2 99.2 99.2
Christ Church and St. Philip 84.3 84.3 84.3 84.3 84.3 84.3 84.3
St Michael 71.0 71.0 71.0 71.0 71.0 71.0 71.0
St. James, St. George, and St. Thomas 84.6 84.6 84.6 84.6 84.6 84.6 84.6
St. Lucy, St. Peter, St. Andrew, St. Joseph, and St. John 70.6 70.6 70.6 70.6 70.6 70.6 70.6
Belarus (Europe)
Show on map Dollar Street
Total 75.7 76.7 77.7 78.7 79.7 80.7 81.7 82.6 83.6 84.6 85.6 86.6 87.6 88.6
Urban 78.8 79.7 80.7 81.7 82.7 83.6 84.6 85.6 86.6 87.6 88.5 89.5 90.5 91.5
Rural 70.8 71.5 72.2 72.9 73.6 74.3 75.0 75.7 76.4 77.1 77.8 78.5 79.2 79.9
Poor 5.85 6.01 6.17 6.33 6.49 6.65 6.81 6.98 7.14 7.30 7.46 7.62 7.78 7.94
Nonpoor 77.7 78.6 79.6 80.6 81.6 82.6 83.6 84.5 85.5 86.5 87.5 88.5 89.4 90.4
Lowest 25% 66.1 66.1 66.1 66.1 66.1 66.1 66.1 66.1 66.1 66.1 66.1 66.1 66.1 66.0
Second 25% 73.5 74.3 75.0 75.8 76.5 77.2 78.0 78.7 79.4 80.2 80.9 81.6 82.4 83.1
Third 25% 72.1 74.5 76.8 79.2 81.5 83.9 86.2 88.6 91.0 93.3 95.7 97.1 98.5 99.9
Highest 25% 91.2 92.0 92.9 93.8 94.6 95.5 96.3 97.2 98.1 98.9 99.8 99.8 99.9 99.9
Brest region 74.1 75.4 76.7 78.0 79.3 80.6 81.9 83.2 84.5 85.8 87.1 88.4 89.7 91.0
Gomel region 75.7 76.2 76.6 77.1 77.5 78.0 78.5 78.9 79.4 79.8 80.3 80.7 81.2 81.6
Grodno region 84.4 84.6 84.7 84.9 85.1 85.2 85.4 85.6 85.7 85.9 86.1 86.2 86.4 86.6
Minsk region 73.4 75.1 76.7 78.4 80.1 81.8 83.5 85.2 86.9 88.6 90.3 92.0 93.7 95.4
Mogilev region 76.5 76.8 77.0 77.2 77.5 77.7 77.9 78.2 78.4 78.6 78.9 79.1 79.3 79.6
Vitebsk region 75.2 76.1 76.9 77.8 78.6 79.5 80.3 81.2 82.0 82.9 83.7 84.6 85.4 86.3