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
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Blue numbers are estimated
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% poorer households (with IWI value under 50)

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)
Total 90.3 84.3 78.3 72.4 66.4 64.0 61.7 59.3 57.0 54.6 52.3 49.9 47.6 45.2 42.9 38.5 34.1 29.6 25.2 20.8
Urban 70.3 67.1 63.9 60.8 57.6 54.4 51.2 48.0 44.8 41.6 38.5 35.3 32.1 28.9 25.7 22.5 19.3 16.2 13.0 9.78
Rural 92.2 90.1 88.0 86.0 83.9 81.9 79.8 77.8 75.7 73.7 71.6 69.5 67.5 65.4 63.4 61.3 59.3 57.2 55.2 53.1
Poor 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100
Nonpoor 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
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 97.1 94.2 91.4 88.5 85.6 82.7 79.8 77.0 74.1 71.2 53.1 34.9 23.3 11.6 0.01
Third 25% 99.9 96.3 92.6 89.0 63.6 57.2 50.8 44.5 38.1 31.8 25.4 19.1 12.7 6.36 0.00 0.00 0.00 0.00 0.00 0.00
Highest 25% 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
Central 96.9 90.9 84.9 78.9 72.9 70.6 68.3 66.1 63.8 61.5 59.3 57.0 54.7 52.5 50.2 44.5 38.7 33.0 27.3 21.5
Chobe 99.9 99.9 100.0 100 65.7 62.2 58.7 55.3 51.8 48.3 44.9 41.4 38.0 34.5 31.0 34.2 37.3 40.4 43.5 46.6
Ghanzi 0.01 19.2 38.4 57.6 78.8 76.4 74.0 71.6 69.2 66.8 64.4 62.0 59.6 57.3 54.9 53.4 52.0 50.6 49.2 47.7
Kgalagadi 41.6 50.3 59.1 67.8 76.6 74.6 72.6 70.6 68.6 66.6 64.6 62.6 60.6 58.6 56.6 49.4 42.3 35.2 28.1 20.9
Kgatleng 81.0 76.0 71.1 66.2 61.3 58.9 56.6 54.3 52.0 49.7 47.4 45.1 42.8 40.5 38.2 35.6 33.1 30.5 27.9 25.3
Kweneng 84.6 82.2 79.8 77.4 75.0 71.9 68.8 65.8 62.7 59.6 56.6 53.5 50.4 47.4 44.3 40.5 36.6 32.8 29.0 25.1
North-East 83.0 77.4 71.9 66.3 60.8 57.8 54.9 52.0 49.1 46.2 43.3 40.4 37.4 34.5 31.6 27.0 22.5 17.9 13.3 8.72
North-West, Ngamiland 71.2 73.4 75.6 77.8 80.0 77.8 75.7 73.5 71.3 69.2 67.0 64.8 62.6 60.5 58.3 55.0 51.8 48.5 45.3 42.0
South-East 90.3 78.8 67.2 55.7 44.2 42.2 40.2 38.2 36.2 34.2 32.2 30.2 28.2 26.2 24.2 19.3 14.5 9.68 4.85 0.02
Southern 99.9 94.3 88.7 83.1 72.1 70.2 68.3 66.3 64.4 62.5 60.5 58.6 56.7 54.7 52.8 45.4 37.9 30.4 23.0 15.5