Global Data Lab

GDL Area Database (3.9.0)

Free Sub-National Development Indicators

133 indicators, 129 countries, 1461 sub-national regions
37.1 million persons, 8.3 million households
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Percentage of employed men in upper nonfarm jobs

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
Afghanistan (Asia/Pacific)
Total 23.1 23.1 23.1 23.1 23.1 23.1 23.1
Urban 26.7 26.7 26.7 26.7 26.7 26.7 26.7
Rural 21.9 21.9 21.9 21.9 21.9 21.9 21.9
Poor 19.8 19.8 19.8 19.8 19.8 19.8 19.8
Nonpoor 27.2 27.2 27.2 27.2 27.2 27.2 27.2
Lowest 25% 17.9 17.9 17.9 17.9 17.9 17.9 17.9
Second 25% 22.0 22.0 22.0 22.0 22.0 22.0 22.0
Third 25% 24.2 24.2 24.2 24.2 24.2 24.2 24.2
Highest 25% 29.5 29.5 29.5 29.5 29.5 29.5 29.5
Central (Kabul Wardak Kapisa Logar Parwan Panjsher) 31.1 31.1 31.1 31.1 31.1 31.1 31.1
Central Highlands (Bamyan Daikundi) 16.0 16.0 16.0 16.0 16.0 16.0 16.0
East (Nangarhar Kunar Laghman Nooristan) 28.4 28.4 28.4 28.4 28.4 28.4 28.4
North (Samangan Sar-e-Pul Balkh Jawzjan Faryab) 19.6 19.6 19.6 19.6 19.6 19.6 19.6
North East (Baghlan Takhar Badakhshan Kunduz) 26.0 26.0 26.0 26.0 26.0 26.0 26.0
South (Uruzgan Helmand Zabul Nimroz Kandahar) 17.4 17.4 17.4 17.4 17.4 17.4 17.4
South East (Ghazni Paktya Paktika Khost) 23.1 23.1 23.1 23.1 23.1 23.1 23.1
West (Ghor Herat Badghis Farah) 16.3 16.3 16.3 16.3 16.3 16.3 16.3
Albania (Europe)
Total 8.83 8.83 8.83 8.83 8.83
Urban 12.9 12.9 12.9 12.9 12.9
Rural 5.19 5.19 5.19 5.19 5.19
Poor 0.00 0.00 0.00 0.00 0.00
Nonpoor 8.85 8.85 8.85 8.85 8.85
Lowest 25% 3.87 3.87 3.87 3.87 3.87
Second 25% 5.61 5.61 5.61 5.61 5.61
Third 25% 11.3 11.3 11.3 11.3 11.3
Highest 25% 19.0 19.0 19.0 19.0 19.0
Berat 5.84 5.84 5.84 5.84 5.84
Diber 8.49 8.49 8.49 8.49 8.49
Durres 8.84 8.84 8.84 8.84 8.84
Elbasan 6.84 6.84 6.84 6.84 6.84
Fier 8.04 8.04 8.04 8.04 8.04
Gjirokaster 8.63 8.63 8.63 8.63 8.63
Korce 6.18 6.18 6.18 6.18 6.18
Kukes 11.9 11.9 11.9 11.9 11.9
Lezhe 13.1 13.1 13.1 13.1 13.1
Shkoder 6.74 6.74 6.74 6.74 6.74
Tirana 15.8 15.8 15.8 15.8 15.8
Vlore 7.72 7.72 7.72 7.72 7.72
Angola (Africa)
Total 19.9 19.9 19.9 19.9 19.9 19.9
Urban 28.3 28.3 28.3 28.3 28.3 28.3
Rural 8.65 8.65 8.65 8.65 8.65 8.65
Poor 10.2 10.2 10.2 10.2 10.2 10.2
Nonpoor 36.3 36.3 36.3 36.3 36.3 36.3
Lowest 25% 3.30 3.30 3.30 3.30 3.30 3.30
Second 25% 13.2 13.2 13.2 13.2 13.2 13.2
Third 25% 24.3 24.3 24.3 24.3 24.3 24.3
Highest 25% 43.3 43.3 43.3 43.3 43.3 43.3
Bengo 22.4 22.4 22.4 22.4 22.4 22.4
Benguela 18.4 18.4 18.4 18.4 18.4 18.4
Bie 11.3 11.3 11.3 11.3 11.3 11.3
Cabinda 26.2 26.2 26.2 26.2 26.2 26.2
Cunene 12.3 12.3 12.3 12.3 12.3 12.3
Huambo 11.3 11.3 11.3 11.3 11.3 11.3
Huila 16.3 16.3 16.3 16.3 16.3 16.3
Kuando Kubango 24.1 24.1 24.1 24.1 24.1 24.1
Kuanza Norte 33.2 33.2 33.2 33.2 33.2 33.2
Kuanza Sul 9.07 9.07 9.07 9.07 9.07 9.07
Luanda 30.0 30.0 30.0 30.0 30.0 30.0
Lunda Norte 16.5 16.5 16.5 16.5 16.5 16.5
Lunda Sul 17.4 17.4 17.4 17.4 17.4 17.4
Malange 23.1 23.1 23.1 23.1 23.1 23.1
Moxico 12.4 12.4 12.4 12.4 12.4 12.4
Namibe 24.9 24.9 24.9 24.9 24.9 24.9
Uige 14.0 14.0 14.0 14.0 14.0 14.0
Zaire 22.3 22.3 22.3 22.3 22.3 22.3
Armenia (Europe)
Total 21.1 20.9 20.7 20.4 20.2 19.9 19.7 19.5 19.2 19.0 18.7 18.5 18.2 18.0 18.3 18.7 19.0 19.4 19.7 20.1 20.4 20.8
Urban 29.0 28.4 27.7 27.1 26.5 25.9 25.2 24.6 24.0 23.4 22.7 22.1 21.5 20.9 22.0 23.1 24.2 25.3 26.4 27.5 28.5 29.6
Rural 13.8 13.7 13.6 13.5 13.4 13.3 13.2 13.2 13.1 13.0 12.9 12.8 12.7 12.6 12.3 12.0 11.8 11.5 11.2 10.9 10.7 10.4
Poor 8.54 8.41 8.27 8.14 8.01 7.88 7.74 7.61 7.48 7.35 7.22 7.08 6.95 6.82 5.68 4.55 3.41 2.27 1.14 0.00 0.00 0.01
Nonpoor 23.8 23.4 22.9 22.5 22.1 21.6 21.2 20.8 20.3 19.9 19.5 19.0 18.6 18.2 18.5 18.8 19.1 19.4 19.8 20.1 20.4 20.7
Lowest 25% 8.26 8.37 8.49 8.60 8.71 8.82 8.93 9.04 9.15 9.26 9.37 9.48 9.60 9.71 9.21 8.72 8.22 7.72 7.23 6.73 6.24 5.74
Second 25% 15.5 15.4 15.2 15.1 14.9 14.8 14.6 14.5 14.3 14.2 14.1 13.9 13.8 13.6 13.7 13.7 13.8 13.8 13.9 14.0 14.0 14.1
Third 25% 23.4 23.2 23.1 23.0 22.9 22.7 22.6 22.5 22.3 22.2 22.1 21.9 21.8 21.7 21.8 21.9 22.0 22.1 22.2 22.3 22.4 22.5
Highest 25% 42.6 41.5 40.4 39.3 38.1 37.0 35.9 34.8 33.6 32.5 31.4 30.3 29.1 28.0 29.5 31.0 32.5 33.9 35.4 36.9 38.4 39.9
Aragatsotn 22.3 21.7 21.2 20.6 20.1 19.6 19.0 18.5 17.9 17.4 16.9 16.3 15.8 15.2 15.7 16.1 16.5 16.9 17.4 17.8 18.2 18.7
Ararat 17.5 17.0 16.4 15.8 15.2 14.7 14.1 13.5 12.9 12.4 11.8 11.2 10.6 10.1 11.8 13.5 15.3 17.0 18.7 20.4 22.2 23.9
Armavir 17.0 16.9 16.8 16.7 16.6 16.5 16.4 16.3 16.2 16.1 16.0 15.9 15.8 15.7 15.4 15.2 14.9 14.7 14.5 14.2 14.0 13.7
Gegharkunik 12.8 13.0 13.2 13.5 13.7 13.9 14.1 14.4 14.6 14.8 15.0 15.3 15.5 15.7 15.5 15.2 15.0 14.7 14.5 14.2 14.0 13.8
Kotayk 16.3 16.5 16.7 17.0 17.2 17.4 17.6 17.8 18.0 18.3 18.5 18.7 18.9 19.1 18.7 18.4 18.0 17.6 17.2 16.8 16.4 16.0
Lori 18.3 17.8 17.3 16.7 16.2 15.7 15.2 14.7 14.2 13.7 13.2 12.7 12.2 11.7 11.8 11.9 12.1 12.2 12.4 12.5 12.6 12.8
Shirak 19.9 19.4 18.9 18.4 17.9 17.4 17.0 16.5 16.0 15.5 15.0 14.5 14.0 13.6 13.7 13.9 14.0 14.2 14.3 14.5 14.7 14.8
Syunik 23.0 22.7 22.3 22.0 21.6 21.3 20.9 20.6 20.3 19.9 19.6 19.2 18.9 18.5 18.3 18.0 17.7 17.5 17.2 16.9 16.7 16.4
Tavush 9.83 10.7 11.6 12.5 13.4 14.3 15.3 16.2 17.1 18.0 18.9 19.8 20.7 21.6 21.0 20.4 19.8 19.2 18.6 18.0 17.4 16.8
Vayots Dzor 23.5 23.0 22.6 22.2 21.7 21.3 20.9 20.4 20.0 19.6 19.1 18.7 18.3 17.8 18.1 18.3 18.5 18.7 19.0 19.2 19.4 19.7
Yerevan 31.5 31.4 31.3 31.2 31.0 30.9 30.8 30.7 30.6 30.5 30.4 30.3 30.2 30.1 31.7 33.2 34.8 36.3 37.9 39.4 41.0 42.5
Azerbaijan (Europe)
Total 20.4 20.4 20.4 20.4 20.4 20.4 20.4
Urban 25.3 25.3 25.3 25.3 25.3 25.3 25.3
Rural 14.8 14.8 14.8 14.8 14.8 14.8 14.8
Poor 10.4 10.4 10.4 10.4 10.4 10.4 10.4
Nonpoor 23.1 23.1 23.1 23.1 23.1 23.1 23.1
Lowest 25% 11.0 11.0 11.0 11.0 11.0 11.0 11.0
Second 25% 14.5 14.5 14.5 14.5 14.5 14.5 14.5
Third 25% 21.5 21.5 21.5 21.5 21.5 21.5 21.5
Highest 25% 42.0 42.0 42.0 42.0 42.0 42.0 42.0
Absheron 22.7 22.7 22.7 22.7 22.7 22.7 22.7
Aran 15.1 15.1 15.1 15.1 15.1 15.1 15.1
Baku 34.2 34.2 34.2 34.2 34.2 34.2 34.2
Dakhlik Shirvan 16.4 16.4 16.4 16.4 16.4 16.4 16.4
Ganja Gazakh 17.6 17.6 17.6 17.6 17.6 17.6 17.6
Guba Khachmaz 13.6 13.6 13.6 13.6 13.6 13.6 13.6
Lankaran 16.9 16.9 16.9 16.9 16.9 16.9 16.9
Shaki Zaqatala 18.5 18.5 18.5 18.5 18.5 18.5 18.5
Yukhari Karabakh 22.9 22.9 22.9 22.9 22.9 22.9 22.9
Bangladesh (Asia/Pacific)
Total 35.7 32.9 30.0 27.2 24.3 21.4 18.6 15.7 12.9 10.0 7.17 4.31 5.63 6.95 8.26 9.58 10.9 12.2 13.5 12.5 11.4 10.3 9.21 8.13 7.04
Urban 63.6 58.4 53.3 48.1 43.0 37.9 32.7 27.6 22.4 17.3 12.2 7.03 9.18 11.3 13.5 15.7 17.8 20.0 22.1 20.5 18.9 17.3 15.7 14.0 12.4
Rural 30.8 28.3 25.8 23.2 20.7 18.1 15.6 13.1 10.5 7.98 5.44 2.90 3.77 4.64 5.51 6.37 7.24 8.11 8.98 8.17 7.37 6.57 5.76 4.96 4.16
Poor 0.71 1.23 1.75 2.27 2.80 3.32 3.84 4.36 4.89 5.41 5.93 5.22 4.51 3.80 3.08 2.37 1.66
Nonpoor 7.07 9.55 12.0 14.5 17.0 19.5 21.9 24.4 26.9 29.4 31.8 29.4 26.9 24.5 22.0 19.5 17.1
Lowest 25% 14.1 12.8 11.5 10.3 8.99 7.72 6.45 5.18 3.90 2.63 1.36 0.09 0.27 0.45 0.62 0.80 0.98 1.16 1.34 1.24 1.13 1.03 0.93 0.83 0.73
Second 25% 26.7 24.4 22.1 19.7 17.4 15.0 12.7 10.4 8.04 5.70 3.36 1.02 1.44 1.86 2.27 2.69 3.11 3.53 3.94 3.89 3.83 3.78 3.72 3.67 3.61
Third 25% 36.4 33.3 30.3 27.2 24.2 21.2 18.1 15.1 12.1 9.03 5.99 2.96 4.05 5.14 6.23 7.33 8.42 9.51 10.6 9.71 8.82 7.92 7.03 6.14 5.25
Highest 25% 59.8 55.3 50.8 46.3 41.8 37.3 32.7 28.2 23.7 19.2 14.7 10.2 13.3 16.5 19.7 22.8 26.0 29.2 32.4 30.3 28.3 26.3 24.3 22.3 20.2
Bagerhat, Khulna, Satkhira 38.2 35.1 32.1 29.0 26.0 23.0 19.9 16.9 13.8 10.8 7.77 4.73 6.39 8.06 9.72 11.4 13.1 14.7 16.4 16.5 16.6 16.7 16.8 16.9 17.0
Bandarban, Cox s Bazar 54.3 49.6 44.9 40.2 35.5 30.8 26.0 21.3 16.6 11.9 7.19 2.48 3.55 4.63 5.70 6.78 7.85 8.93 10.0 8.36 6.72 5.09 3.45 1.81 0.17
Barguna, Bhola, Patuakhali 59.2 54.4 49.6 44.8 40.1 35.3 30.5 25.7 21.0 16.2 11.4 6.66 7.81 8.96 10.1 11.3 12.4 13.6 14.7 14.0 13.3 12.6 11.9 11.2 10.5
Barisal, Jhalokati, Pirojpur 41.5 38.3 35.1 31.9 28.8 25.6 22.4 19.2 16.0 12.8 9.65 6.46 7.68 8.89 10.1 11.3 12.5 13.7 14.9 14.3 13.7 13.1 12.5 11.8 11.2
Bogra, Gaibandha, Jaypurhat 28.3 26.1 23.9 21.7 19.6 17.4 15.2 13.0 10.9 8.68 6.50 4.32 5.87 7.42 8.96 10.5 12.1 13.6 15.1 14.0 12.9 11.8 10.6 9.52 8.40
Brahmanbaria, Chandpur, Comilla 35.8 32.9 29.9 27.0 24.0 21.0 18.1 15.1 12.2 9.22 6.26 3.31 5.27 7.24 9.20 11.2 13.1 15.1 17.1 14.5 11.9 9.34 6.77 4.20 1.62
Chittagong 46.6 42.7 38.7 34.8 30.8 26.8 22.9 18.9 15.0 11.0 7.05 3.09 4.65 6.20 7.75 9.30 10.9 12.4 14.0 14.2 14.4 14.6 14.8 15.0 15.2
Chuadanga, Jhenaidah, Kushtia, Meherpur 41.7 38.3 34.9 31.5 28.1 24.7 21.4 18.0 14.6 11.2 7.80 4.42 5.58 6.74 7.90 9.06 10.2 11.4 12.5 10.9 9.24 7.60 5.95 4.30 2.65
Dhaka 57.3 53.1 48.8 44.5 40.2 35.9 31.6 27.3 23.0 18.7 14.4 10.1 12.5 14.9 17.3 19.7 22.1 24.5 26.9 23.1 19.3 15.5 11.7 7.94 4.15
Dinajpur, Nilphamari, Panchagarh, Thakurgaon 33.1 30.4 27.7 25.1 22.4 19.8 17.1 14.5 11.8 9.19 6.54 3.89 4.80 5.70 6.60 7.50 8.41 9.31 10.2 9.66 9.11 8.56 8.01 7.46 6.91
Faridpur, Manikganj, Rajbari 31.5 28.8 26.1 23.4 20.7 17.9 15.2 12.5 9.78 7.06 4.34 1.62 2.44 3.26 4.08 4.90 5.72 6.53 7.35 9.70 12.0 14.4 16.7 19.1 21.4
Feni, Lakshmipur, Noakhali 41.8 38.4 35.0 31.6 28.2 24.9 21.5 18.1 14.7 11.3 7.95 4.57 5.18 5.79 6.40 7.01 7.62 8.23 8.84 9.85 10.9 11.9 12.9 13.9 14.9
Gazipur, Narayanganj, Narsingdi 36.4 33.3 30.3 27.3 24.3 21.2 18.2 15.2 12.2 9.13 6.10 3.07 4.10 5.12 6.15 7.17 8.20 9.22 10.2 8.88 7.51 6.14 4.77 3.40 2.03
Gopalganj, Madaripur, Munshiganj, Shariatpur 29.2 26.9 24.6 22.2 19.9 17.5 15.2 12.9 10.5 8.21 5.87 3.53 5.02 6.52 8.01 9.50 11.0 12.5 14.0 12.6 11.3 9.92 8.57 7.22 5.87
Habiganj, Sunamganj 35.9 32.8 29.8 26.7 23.7 20.6 17.5 14.5 11.4 8.36 5.30 2.24 3.66 5.08 6.49 7.91 9.33 10.7 12.2 10.2 8.29 6.35 4.41 2.47 0.53
Jamalpur, Sherpur, Tangail 28.3 25.9 23.5 21.2 18.8 16.4 14.0 11.7 9.31 6.94 4.57 2.20 3.08 3.96 4.84 5.72 6.60 7.48 8.36 8.23 8.11 7.99 7.87 7.75 7.62
Jessore, Magura, Narail 29.8 27.4 25.1 22.8 20.4 18.1 15.8 13.5 11.1 8.80 6.47 4.14 4.83 5.53 6.22 6.91 7.61 8.30 8.99 8.02 7.06 6.09 5.12 4.15 3.18
Khagrachhari, Rangamati (Chattagram) 15.6 15.2 14.8 14.4 14.0 13.6 13.2 12.7 12.3 11.9 11.5 11.1 11.8 12.5 13.2 13.9 14.5 15.2 15.9 14.1 12.3 10.5 8.75 6.96 5.16
Kishoreganj, Mymensingh, Netrakona 27.4 25.2 22.9 20.7 18.4 16.2 13.9 11.7 9.44 7.20 4.95 2.71 3.60 4.48 5.37 6.26 7.15 8.04 8.93 9.01 9.09 9.17 9.24 9.32 9.40
Kurigram, Lalmonirhat, Rangpur 26.6 24.4 22.3 20.1 17.9 15.7 13.6 11.4 9.22 7.04 4.87 2.69 3.78 4.88 5.97 7.06 8.16 9.25 10.3 10.1 9.85 9.61 9.36 9.12 8.87
Maulvibazar, Sylhet 27.9 25.5 23.2 20.9 18.6 16.2 13.9 11.6 9.24 6.91 4.58 2.26 4.51 6.75 9.00 11.3 13.5 15.8 18.0 14.9 11.7 8.62 5.75 2.88 0.01
Naogaon, Nawabganj, Rajshahi 31.2 28.7 26.3 23.8 21.4 18.9 16.5 14.0 11.5 9.09 6.64 4.18 4.98 5.78 6.58 7.38 8.18 8.97 9.77 9.10 8.42 7.75 7.07 6.39 5.72
Natore, Pabna, Sirajganj 31.7 29.1 26.6 24.0 21.4 18.9 16.3 13.7 11.2 8.59 6.02 3.46 4.59 5.73 6.87 8.00 9.14 10.3 11.4 10.4 9.39 8.37 7.36 6.34 5.33