Global Data Lab

Institute for Management Research
Radboud University

GDL Area Database (3.6.0)

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

% poor households (with IWI value under 70)

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
Botswana (Africa)
Show on map Dollar Street
Total 89.4 87.7 86.0 84.4 82.7 80.9 79.1 77.3 75.5 73.7 71.9 70.1 68.3 66.5 64.7 64.7 64.6 64.5 64.4 64.3
Urban 82.0 80.2 78.4 76.5 74.7 72.9 71.1 69.3 67.5 65.7 63.9 62.1 60.3 58.4 56.6 54.8 53.0 51.2 49.4 47.6
Rural 95.7 95.0 94.3 93.6 92.9 92.1 91.4 90.7 90.0 89.3 88.6 87.9 87.2 86.5 85.8 85.1 84.4 83.7 83.0 82.3
Poor 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100
Nonpoor 28.0 33.2 38.3 43.5 48.6 47.6 46.5 45.5 44.5 43.4 42.4 41.4 40.3 39.3 38.3 42.3 46.3 50.3 54.3 58.3
Lowest 25% 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100
Second 25% 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100
Third 25% 100 100 100 100 100 95.9 91.8 87.6 83.5 79.4 75.3 71.1 67.0 62.9 58.8 58.0 57.3 56.5 55.7 55.0
Highest 25% 56.7 50.2 43.8 37.3 30.8 27.7 24.6 21.6 18.5 15.4 12.3 9.24 6.16 3.08 0.00 0.00 0.00 0.00 0.00 0.00
Central 93.3 91.8 90.3 88.9 87.4 85.6 83.9 82.2 80.4 78.7 77.0 75.2 73.5 71.8 70.1 69.7 69.3 68.9 68.5 68.1
Chobe 99.9 99.9 100.0 100 82.4 80.6 78.7 76.9 75.1 73.3 71.4 69.6 67.8 66.0 64.1 67.0 69.9 72.8 75.7 78.6
Ghanzi 27.2 42.9 58.6 74.2 89.9 88.3 86.6 85.0 83.4 81.7 80.1 78.4 76.8 75.2 73.5 70.9 68.3 65.7 63.1 60.5
Kgalagadi 52.6 62.0 71.3 80.6 89.9 88.4 87.0 85.6 84.1 82.7 81.2 79.8 78.3 76.9 75.5 75.7 76.0 76.2 76.5 76.7
Kgatleng 84.2 83.8 83.5 83.2 82.8 80.5 78.2 75.8 73.5 71.2 68.8 66.5 64.2 61.8 59.5 63.6 67.8 72.0 76.1 80.3
Kweneng 90.9 90.5 90.1 89.7 89.3 87.3 85.3 83.4 81.4 79.4 77.4 75.5 73.5 71.5 69.5 69.3 69.0 68.8 68.5 68.2
North-East 89.0 86.3 83.7 81.0 78.3 76.2 74.2 72.1 70.0 67.9 65.8 63.8 61.7 59.6 57.5 57.2 56.9 56.5 56.2 55.9
North-West, Ngamiland 84.4 86.0 87.6 89.2 90.8 89.3 87.8 86.3 84.8 83.3 81.8 80.4 78.9 77.4 75.9 77.7 79.5 81.3 83.0 84.8
South-East 79.3 76.0 72.7 69.3 66.0 64.2 62.3 60.5 58.7 56.8 55.0 53.1 51.3 49.5 47.6 43.9 40.1 36.3 32.6 28.8
Southern 99.9 97.6 95.3 93.1 88.0 86.4 84.8 83.2 81.7 80.1 78.5 76.9 75.3 73.7 72.1 72.4 72.7 72.9 73.2 73.4