Knoema

Afghanistan Regional Atlas Fact Dataset Source :  http://cso.gov.af/en https://en.wikipedia.org/wiki/Afghanistan https://knoema.com/AFDST2018/development-statistics-of-afghanistan

Albania Regional Atlas Fact Dataset, October 2018  Source: https://knoema.com/ALDEMOGR2018/albania-demographic-indicators https://knoema.com/ALERD2017/economy-rural-development-of-albania https://knoema.com/ALHS2014/households-characteristics-of-albania-2014 http://www.instat.gov.al/en/Home.aspx  

Algeria Regional Atlas Fact Dataset   Datasets used: https://knoema.com/ALPAS2008/population-by-age-and-sex-2008-algeria https://knoema.com/ALDR2011/demography-by-region-2011-algeria https://knoema.com/ALEC2011/economic-census-2011-algeria

Angola Regional Atlas Fact Dataset Dataset Used: https://knoema.com/AOKI2012/key-indicators-2014-angola  

Argentina Regional Atlas Fact Dataset Source: https://knoema.com/ARGREGDTS

Armenia Regional Atlas Fact Dataset, September 2018 Source :  https://knoema.com/vzirqbc/armenia-regional-dataset

Australia Atlas Fact Dataset Source: https://en.wikipedia.org/wiki/Australia https://knoema.com/aixoao http://www.abs.gov.au/  

Austria Regional Atlas Fact Dataset source: https://knoema.com/nama_10r_2gdp-20180409 https://knoema.com/ES_hlth_cd_acdr2013 https://knoema.com/demo_r_pjanaggr3-20170316 https://knoema.com/demo_r_gind3 https://knoema.com/lfst_r_lfe2emprt-20170328

Azerbaijan Regional Atlas Fact Dataset   Sources: https://knoema.com/AZHS2014/health-statistics-of-azerbaijan https://knoema.com/AZLAS2018/azerbaijan-labour-statistics https://knoema.com/AZTRANS2015/transport-statistics-of-azerbaijan https://knoema.com/AZES2015/education-statistics-of-azerbaijan https://knoema.com/AZCS2015/crime-statistics-of-azerbaijan  

Bahamas Regional Atlas Fact Dataset Data Sources: https://en.wikipedia.org/wiki/The_Bahamas http://www.bahamas.gov.bs/wps/portal/public/Key%20Statistics/Social%20Statistics/!ut/p/b1/vZTZjqs4FEW_pT4ghQEzPUIgTDEzBHhBIWQAwhQIkHz9pVsltVrdt-rlCp8nW9ta52x5G4uxEIvr45hfj0Pe1Mf7X_uYTmwB2O6eI3lWlCDgacgzAuWQMqSxAxYGEZhFqE471Uu25ai0V1ZqdUug5S3iZ9S3D3c8yEbK52yV1H1qdEdms6FdCaIo07dx2Gn1SeFOdQXQTZWip-7sJ9MzTf25u-haPOzuSj7Mutex6DHKqVEzKZlsSZrpmvry6EvpNvbUw4ZmV_XbcCjM6_7gC88cxmIRH8NdcH2-bQXmKHOPhXEYTsQu5ejaSuDj1lw_liGjZUjwm8WD7zwAO_zr_jeCHz2M_5aQQEY8D1kkU4AGqm_teYtRCBOCL8F3LX7fJIFFi4D5rSAAmIeFACZu8WrVd_l2irc9IYAbqEALAdeNMvEN_24ag2AYe0ddzkxDNAw3jYDHOCoaLlYWOL7Ai8OsZJufgPjaQHJdoAzg2kB6bSC1MlAGawOJtYF_PhYaFudp9Tmdqk_wiVOQgoCmAWA5mgAEFmjRixOb5feW4osQHZnTM-n1WnqLOaPaZdcSjbdpLcLFH-e6PFen2lSmWWdHacuWmn7wpyP1BEh2gv2F8QTNI6QrIUTBxdja9Fm4WvXIuZNjaUm4Sx_L9T4itYo4Frn7EIas22VJ1gvUcMvOKQeSk3KrNlXFf3xghtJU5x_sYv_nybsvQ1QnTzRfQPQnF5Ce4Um4a5i4J0oEkBYLvfPsSZSGimCPOO_Lri2-na3gJyCzMtCEawPxtYFrWwr_vKX_yhhkISRYnAQcwTAUy2JB4dOM2KuTZD2D_a1u40MsqsKVR6GthcH22FZdOWr2ybuMZI1av_fEuM_JVDV5Su0jDsJX6FcP7xk0uzkp-gfaoHl26Ll-alJ7buTgIjRJpDJ-WwlIgUvWNkrK0hBG09kn-1Y3EC3lw3TncVzmX3J5uN_fgjN3JNXhkAhvpl-GUTGFbJ1vqJeiHPL7WyrvWjqRQVXQagzkrGlO2RRbk20TuG9b9HBtufHGM8NhFNgPrK1GfU87yjv8T53lsfqnlnD_ArN9nOo!/dl4/d5/L2dBISEvZ0FBIS9nQSEh/ https://knoema.com/BSHS2018/health-statistics-of-bahamas

Bahrain Data Atlas, June 2018 Source: http://www.data.gov.bh/ https://knoema.com/ntapetd/bahrain-statistics-by-governorate-2007-2011    

Bangladesh Regional Atlas Fact Dataset, October 2018 Source: https://knoema.com/BDHS2018 http://www.bbs.gov.bd/site/page

Belgium Regional Atlas Fact Dataset, August 2018 Source: https://statbel.fgov.be/en https://knoema.com/nama_10r_2gdp-20180409 https://knoema.com/trng_lfse_04-20151008 https://knoema.com/lfst_r_lfu3rt  

Belize Regional Atlas Fact Dataset, October 2018 Source Details: https://en.wikipedia.org/wiki/Belize https://knoema.com/BZDS2014/ https://knoema.com/BZMUS2014/ https://knoema.com/BZES2016/ https://knoema.com/BZHS2014/ https://knoema.com/BZLF2016/ https://knoema.com/BZTTS2014/ https://knoema.com/BZHC2010/ http://sib.org.bz/publications/abstracts-of-statistics/

Benin Regional Atlas Fact Dataset Data Sources: https://en.wikipedia.org/wiki/Departments_of_Benin http://www.statoids.com/ubj.html https://knoema.com/BJHES2006 https://knoema.com/BJEDS2016 https://knoema.com/BJP2011 https://knoema.com/BJHES2006 https://knoema.com/BJHC2016  

Bhutan Regional Atlas Fact Dataset Data Sources: http://www.nsb.gov.bt/publication/publications.php?id=2 https://knoema.com/NSBHTOUR2017 https://knoema.com/BTAI2018  

Bolivia Regional Atlas Fact Dataset, September 2018 Source: https://en.wikipedia.org/wiki/Bolivia https://knoema.com/BOPOP2014 https://knoema.com/BOEDC2010 https://knoema.com/BOENV2010 https://knoema.com/BOHS2013 https://knoema.com/BOHLT2017 https://knoema.com/BOPOV2001

Bosnia and Herzegovina Regional Atlas Fact Dataset   Source:   https://knoema.com/BADS2014/demography-statistics-of-bosnia-and-herzegovina-2014  

Botswana Regional Atlas Fact Dataset, October 2018 Source: https://knoema.com/CSOBWDA2016/demographics-1994-2026-botswana https://knoema.com/BWE2011/botswana-education-statistics

Brazil Regional Atlas Fact Dataset Data Source: https://knoema.com/wnvoxkg/brazil-regional-dataset-may-2015

Source: https://knoema.com/nama_10r_3gdp/gross-domestic-product-gdp-at-current-market-prices-by-nuts-3-regions https://knoema.com/demo_r_pjanaggr3-20170316/population-on-1-january-by-broad-age-group-sex-and-nuts-3-region https://knoema.com/lfst_r_lfu3rt/unemployment-rates-by-sex-age-and-nuts-2-regions

Burkina Faso Regional Atlas Fact Dataset Data Source: https://en.wikipedia.org/wiki/Burkina_Faso https://knoema.com/BFD2009/ https://knoema.com/BFDAT2010/ https://knoema.com/BFHS2016/ https://knoema.com/BFES2007/ https://knoema.com/BFT2008/

https://en.wikipedia.org/wiki/Burundi https://en.wikipedia.org/wiki/List_of_current_provincial_governors_in_Burundi https://knoema.com/BIPH2017/population-and-health-statistics-of-burundi https://knoema.com/BIEDS2017/educational-statistics-of-burundi https://knoema.com/BIHFAHR2004/health-facilities-and-human-resources-of-burundi-2004

Cabo Verde Data Atlas, May 2017 Data sets used: https://knoema.com/CVP2012/population-1990-2010-cape-verde https://knoema.com/CVE2012/education-2010-cape-verde https://knoema.com/CVEMP2012/labor-force-and-unemployment-2010-cape-verde

Source: https://en.wikipedia.org/wiki/Cambodia https://knoema.com/CBDGS2017/ https://knoema.com/CBEDS2015/

Cameroon Regional Atlas Fact Dataset Wikipedia - Capital, Languages, Government Websites, First Person, First Person Title, Second Person, Second Person Title https://en.wikipedia.org/wiki/Cameroon Population, Area in (square kilometer), Population Density, Unemployment rate of people aged 15-64 years (%), Employee rate, Time in business (in months), Depth of poverty (%), Severity of poverty (%), Proportion of Births attended by skilled health personal, Ratio pop Nurses (per 10000), Doctors pop ratio (for 10000), Incidence of poverty. http://www.statistics-cameroon.org/news.php?id=83   Reference Link: https://knoema.com/CAMCP2010 https://knoema.com/CAMIOAJ2010 https://knoema.com/CAMED2009 https://knoema.com/CAMEI2016 https://knoema.com/CAMTS2008 https://knoema.com/CAMHEALTH2010 https://knoema.com/CAMHLC2016  

Canada Data Atlas, Aug 2018 Source: https://www150.statcan.gc.ca/n1/daily-quotidien/180322/dq180322c-eng.htm https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3610040201 https://knoema.com/kbbaolc  

Central African Republic Regional Atlas Fact Dataset, October 2018 Source: https://en.wikipedia.org/wiki/Central_African_Republic https://knoema.com/CFP2011/ https://knoema.com/atlas/sources/General-Directorate-of-Statistics-Economic-and-Social-Studies-Central-African-Republic http://data.un.org/en/iso/cf.html

Chad Atlas Fact Dataset, May 2019 https://en.wikipedia.org/wiki/Chad https://knoema.com/TDPH2009/

Chile Regional Atlas Fact Dataset, October 2018 Source: https://en.wikipedia.org/wiki/Chile https://knoema.com/maewwcg/ https://redatam-ine.ine.cl/redbin/RpWebEngine.exe/Portal?BASE=CENSO_2017&lang=esp

China Regional Atlas Fact Dataset, February 2019 Data sources: https://en.wikipedia.org/wiki/China https://knoema.com/eamfgub/demographic-statistics-of-china https://knoema.com/lzkbjjc/gdp-of-china https://knoema.com/NBSCN_P_A_A040A/ https://knoema.com/NBSCN_A_A040I/ https://knoema.com/skesztc/ https://knoema.com/vcdhjge/ https://knoema.com/NBSCN_P_A_A040C/ https://knoema.com/NBSCN_A_A040N/ https://knoema.com/NBSCN_P_A_A0O01/ https://knoema.com/NBSCN_A_A0O01/

Colombia Data Atlas, June 2018   https://knoema.com/ftdupoc/colombia-regional-statistics-2015

Comoros Regional Atlas Fact Dataset Data Sources: https://en.wikipedia.org/wiki/Comoros https://knoema.com/KMDE2005/ https://knoema.com/KMEDS2000/ https://knoema.com/KMHS2004/ https://knoema.com/KMHIP2005/  

List of hospitals from which the cost of essential healthcare services is getting collected by crowd sourced data collectors across Africa.

Cost of health consulting services, diagnostics services and clinical procedures in major cities/towns and the public and private healthcare services points in each location.

Costa Rica Regional Atlas Fact Dataset, October 2018 Source:  https://knoema.com/CRHO2014 http://www.inec.go.cr/ https://en.wikipedia.org/wiki/List_of_mayors_in_Costa_Rica https://knoema.com/CRHS2014/ https://knoema.com/CREMS2014

Data Sources: https://knoema.com/CIP2014/

Source Details: First Person Details: https://en.wikipedia.org/wiki/Croatia Data added by: https://knoema.com/demo_r_gind3/ https://knoema.com/demo_r_d3area/ https://knoema.com/demo_r_d3dens-20170327/ https://knoema.com/demo_r_gind3/ https://knoema.com/nama_10r_3gdp/

Cuba Regional Atlas Fact Dataset, October 2018 Sources:   Capital, First Name and First Name Title https://en.wikipedia.org/wiki/Provinces_of_Cuba Other Indicators: http://knoema.com/CUPS2013 https://knoema.com/CUTA2016/ https://knoema.com/CUENVS2016/ https://knoema.com/CUHS2016/ https://knoema.com/CUEHS2016/

Czech Republic Atlas Fact Dataset Source: https://knoema.com/nama_10r_3gdp/gross-domestic-product-gdp-at-current-market-prices-by-nuts-3-regions https://knoema.com/demo_r_gind3/population-change-demographic-balance-and-crude-rates-at-regional-level-nuts-3 https://knoema.com/demo_r_pjanaggr3-20170316/population-on-1-january-by-broad-age-group-sex-and-nuts-3-region https://knoema.com/demo_r_d3area/area-by-nuts-3-region https://knoema.com/lfst_r_lfu3rt-20181128/unemployment-rates-by-sex-age-and-nuts-2-regions    

Democratic Republic of Congo Regional Atlas Fact Dataset, October 2018 Source: https://en.wikipedia.org/wiki/Democratic_Republic_of_the_Congo https://knoema.com/DRPDH2010/population-distribution-by-province-of-the-drc-2010

Denmark Data Atlas, August 2018 Source: http://www.statbank.dk/statbank5a/selectvarval/saveselections.asp http://www.statbank.dk/statbank5a/default.asp?w=1366 https://knoema.com/demo_r_frate2-20170405 https://knoema.com/hlth_rs_prsrg-20150814 https://knoema.com/lfst_r_lfu3rt https://knoema.com/lfst_r_lfe2emprt-20170328  

Dataset Used: https://knoema.com/DJPFSP2010/population-by-food-security-profile-of-djibouti-2013 https://knoema.com/DJDAT2010/djibouti-development-indicators-2010 https://knoema.com/DJIEPRP2002/incidence-of-extreme-poverty-and-relative-poverty-of-djibouti-2002

Source: Governor List: https://en.wikipedia.org/wiki/List_of_provincial_governors_in_the_Dominican_Republic Population and other Measures: http://www.one.gob.do/ https://en.wikipedia.org/wiki/Dominican_Republic https://knoema.com/DOPOP2016/ https://knoema.com/DOEDU2012/ https://knoema.com/DOHLT2012/ https://knoema.com/DOHLD2002/ https://knoema.com/DONACC2010

DPR Korea Regional Atlas Fact Dataset, October 2018 Source: https://knoema.com/WBHNPS2018Oct https://knoema.com/KPDS2014

Ecuador Regional Atlas Fact Dataset, October 2018 Source: https://en.wikipedia.org/wiki/Provinces_of_Ecuador ttp://www.ecuadorencifras.gob.ec/actividades-y-recursos-de-salud/ https://knoema.com/ECPAD2012/ https://knoema.com/ECHLS2012/ https://knoema.com/ECUBANDDE2018/ecuador-birth-and-death-statistics  

Data taken from the following data sets: https://knoema.com/EGPHC2017 https://knoema.com/EGDAT2008 https://knoema.com/EGTRS2018

Source: https://en.wikipedia.org/wiki/El_Salvador http://www.geohive.com/cntry/elsalvador.aspx https://knoema.com/SVPHDS2007/ https://knoema.com/SVES2007/ https://knoema.com/SVCPH2007/

Equatorial Guinea Regional Atlas Fact Dataset, October 2018 Source: http://www.dgecnstat-ge.org/ https://knoema.com/GQPS2001/ http://www.guineaecuatorialpress.com/imgdb/2013/NombramientoGobernadoresProvinciales.pdf  

Eritrea Regional Atlas Fact Dataset, October 2018 Source: https://knoema.com/WBPEP2018Oct  

Estonia Data Atlas, August 2018 Source: https://knoema.com/nama_10r_3gdp https://knoema.com/demo_r_pjanaggr3-20170316    

Ethiopia, Atlas Fact Dataset, May 2020.  Source: First person details: http://www.worldstatesmen.org/Ethiopia. Population data taken from https://knoema.com/EHPH2007, CPI data from https://knoema.com/CSARCP2019

Falkland Islands Data Atlas, 8 Nov 2017

DescriptionReference Link: https://en.wikipedia.org/wiki/Fiji http://www.statsfiji.gov.fj/statistics/population-censuses-and-surveys https://knoema.com/FJDS2014/

Finland Regional Atlas Fact Dataset, August 2018 Source : https://knoema.com/demo_r_pjanaggr3-20170316 https://knoema.com/demo_r_d3area/ https://knoema.com/demo_r_gind3/ https://knoema.com/nama_10r_3gdp/ https://knoema.com/tgs00026/ https://knoema.com/demo_r_frate3/ https://knoema.com/FILFSP2016  

 

France Regional Atlas Fact Dataset, August 2018 Data source: http://ec.europa.eu/eurostat/help/new-eurostat-website Population: https://knoema.com/demo_r_pjanaggr3-20170316/ https://www.insee.fr/fr/accueil

Sources used: https://knoema.com/GAPS2008/population-statistics-of-gabon-2008 https://knoema.com/GAES2008/education-statistics-of-gabon-2008 https://knoema.com/GAHPDRS2008/health-personnel-by-drs-of-gabon-2009 https://knoema.com/GAH2008/households-gabon-2008 https://en.wikipedia.org/wiki/Gabon

https://en.wikipedia.org/wiki/The_Gambia https://knoema.com/GMPHS2015/ https://knoema.com/GMHS2007/ https://knoema.com/GMPS2003/ https://knoema.com/GMES2007/ https://knoema.com/GMDAT2010/

Georgia Data Atlas, August 2018 Source: http://geostat.ge/index.php?action=page&p_id=32&lang=eng https://beta.knoema.org/GEDS2014/demographic-statistics-of-georgia  

Germany Regional Atlas Fact Dataset, September 2018 Source: https://en.wikipedia.org/wiki/Germany http://www.geohive.com/cntry/germany.aspx https://knoema.com/dfljjuc/ https://www.destatis.de/EN/FactsFigures/CountriesRegions/RegionalStatistics/RegionalStatistics.html https://knoema.com/demo_r_frate2-20170405

For latest data, please visit here: Federal Statistical Office of Germany-  https://knoema.com/atlas/sources/Federal-Statistical-Office-of-Germany Eurostat - https://knoema.com/atlas/sources/Eurostat  

Ghana Regional Atlas Fact Dataset Source: https://knoema.com/GHPHC2010 https://knoema.com/GHHSFF2018 https://knoema.com/GHPCP2012 https://knoema.com/GHPO1992

Greece Regional Atlas Fact Dataset, August 2018 Data source: https://knoema.com/demo_r_gind3/ https://knoema.com/demo_r_pjanaggr3-20170316/ https://knoema.com/nama_10r_3gdp/ http://appsso.eurostat.ec.europa.eu/

Source: Population (persons): http://www.ine.gob.gt/ https://en.wikipedia.org/wiki/Guatemala http://knoema.com/GTSS2013 http://knoema.com/GTAS2013 http://knoema.com/GTHS2013 http://knoema.com/GTPOP2011

Guinea, Regional Atlas Fact Dataset Source: Population - http://www.stat-guinee.org/index.php/statistiques/donnees-structurelles/demographie   Reference Link: https://knoema.com/GNEPI2012/evolution-of-poverty-and-inequality-guinea-2012 https://knoema.com/GNHS2008/health-statistics-of-guinea-2008 https://knoema.com/GNES2010/education-statistics-of-guinea-2010 https://knoema.com/GNEPI2012/evolution-of-poverty-and-inequality-guinea-2012  

1. https://worldpopulationreview.com/states/gun-ownership-by-state/ 2.TheDailyBeast - http://www.thedailybeast.com/articles/2010/06/28/states-with-the-most-guns.html 2.USliberals - http://usliberals.about.com/od/Election2012Factors/a/Gun-Owners-As-Percentage-Of-Each-States-Population.htm 3.WashingtonPost - http://www.washingtonpost.com/wp-srv/health/interactives/guns/ownership.html 4.FBI - http://www.fbi.gov/about-us/cjis/nics/reports/1998_2014_state_program_to_date_purpose_ids.pdf

Guyana Regional Atlas Fact Dataset, October 2018 Source: https://knoema.com/GYDMS2018 http://www.statisticsguyana.gov.gy/pubs.html#mics5

Haiti Atlas Fact Dataset, as of 26 April 2017 Source: http://www.ihsi.ht/pdf/projection/Estimat_PopTotal_18ans_Menag2015.pdf

Source: https://en.wikipedia.org/wiki/Honduras http://www.geohive.com/cntry/honduras.aspx https://knoema.com/HNPOP2016/ https://knoema.com/HNHOU2016/ https://knoema.com/HNHEL2016/ https://knoema.com/HNEDU2016/

DescriptionThis is a crowd sourced effort to collect information about hospitals such as number of doctors, number of beds and list of healthcare services  offerred by the hospitals.  List of Indicators: 1. Hospital Name 2. GIS data 3. Location name (e.g.: Zorzor city, Lofa country) 4. Hospital ownership model (public/ private-for-profit/ NGO) 5. Referral level (primary, secondary, tertiary, quaternary) 6. # of staff total (Full time employees) 7. # of nurses (Full time employees) 8. # of doctors (Full time employees) 9. Current number of beds 10. Max number of beds 11. Current Occupancy Rate 12. # of operating rooms 13. Running water (Yes/No/Sometimes) 14. Electricity (Yes/No/Sometimes) 15. List of main healthcare services offered

Hungary Regional Atlas Fact Dataset, September 2018 Source: https://knoema.com/nama_10r_3gdp https://knoema.com/demo_r_gind3 https://knoema.com/demo_r_pjanaggr3-20170316

Iceland Data Atlas, August 2018 Source: http://px.hagstofa.is/pxen/pxweb/en/?rxid=16d83d99-6389-45a2-97fc-bcae4dd03c5f https://knoema.com/ISDS2014/development-statistics-of-iceland-2014  

Regional Fact sheet of India Data has been taken from followings 1. https://knoema.com/INDAT2012r/india-development-indicators-revised-2012 2. https://knoema.com/atlas/sources/Ministry-of-Statistics-and-Programme-Implementation-Government-of-India

Indonesia Regional Atlas Fact Dataset, September 2018 Source: http://www.bps.go.id/Subjek/view/id/12#subjekViewTab3|accordion-daftar-subjek1

Source:  https://en.wikipedia.org/wiki/Iran https://knoema.com/IRCOM2018/communication-of-iran https://knoema.com/IRLS2018/labour-statistics-of-iran https://knoema.com/IRHS2014/health-statistics-of-iran-statistical-yearbook-2015-2016 https://knoema.com/IRES2018/education-statistics-of-iran

Iraq Regional Atlas Fact Dataset Data Source:  https://knoema.com/atlas/sources/Central-Statistical-Organization-Iraq

Ireland Data Atlas, June 2018 Ireland Data Atlas, June 2018 https://knoema.com/demo_r_pjanaggr3-20170316/population-on-1-january-by-broad-age-group-sex-and-nuts-3-region https://knoema.com/demo_r_gind3/population-change-demographic-balance-and-crude-rates-at-regional-level-nuts-3 ttps://www.cso.ie/en/index.html      

Sources: Population: http://statinja.gov.jm/Demo_SocialStats/PopulationStats.aspx Mayor List (First Person): http://www.localgovjamaica.gov.jm/mayors.aspx https://en.wikipedia.org/wiki/Jamaica Datasets: https://knoema.com/JMPOP2011/population-statistics-of-jamaica https://knoema.com/JMDAT2017/jamaica-development-indicators-2017  

Japan Fact Dataset, May 2015

Jordan Data Atlas, August 2018 Sources used: 1. https://knoema.com/JO_Health_Table3_Health/employees-in-health-sector-governorate-2009-2015-jordan 2. https://en.wikipedia.org/wiki/Jordan 3. http://dosweb.dos.gov.jo/ 4. https://knoema.com/JODS2014/   

Dataset allows to conduct comparison of US state Kentucky with other states, comparison of Eastern and Western Kentucky and comparison of Kentucky counties.

Kenya Regional Atlas Fact Dataset, March 2019 Source: https://en.wikipedia.org/wiki/Kenya https://knoema.com/KEPHC2009/ https://knoema.com/KEDAT2012/ https://knoema.com/KEES2012/ https://knoema.com/KEHS2006/ https://knoema.com/KEDWPR2009/ https://www.knbs.or.ke

Knoema's China Macroeconomic Indicators dataset brings together data from multiple official government sources to simplify access to critical economic information for China and its provinces and major cities. This dataset is available exclusively to subscribers to the Knoema China Data Pack collection.

Data collector networks till 15-Jun-2016

Kuwait Regional Atlas Fact Dataset, February 2023 Data source: Population, Area (square km), Population Density: https://knoema.com/KWPH2013/population-and-households-of-kuwait?accesskey=syjkosd Education Indicators: https://knoema.com/KWES2018/education-statistics-of-kuwait Live Birth: https://knoema.com/KWVSBD2013/vital-statistics-births-and-deaths-of-kuwait?accesskey=xijimec Govt Hospital: https://knoema.com/KWVSBD2013/vital-statistics-births-and-deaths-of-kuwait?accesskey=agyfoqg Private Hospital: https://knoema.com/KWVSBD2013/vital-statistics-births-and-deaths-of-kuwait?accesskey=jtttuwf

Kyrgyzstan Data Atlas, June 2018   Source: http://www.stat.kg/en/statistics/naselenie/ https://knoema.com/KGDS2017/demography-statistics-of-kyrgyzstan      

Sources: https://en.wikipedia.org/wiki/Laos https://knoema.com/LARS2013/ https://www.lsb.gov.la/wp-content/uploads/2017/05/Labor-force_report-22-june_ENG.pdf https://www.lsb.gov.la/wp-content/uploads/2017/05/Lao-Social-Inndicator-Survey-Lsis-II-2017.pdf

Latvia Regional Atlas Fact Dataset, August 2018 Source: https://knoema.com/nama_10r_3gdp https://knoema.com/demo_r_gind3 https://knoema.com/demo_r_pjanaggr3-20170316 https://www.csb.gov.lv/en

Source: https://en.wikipedia.org/wiki/Lebanon https://knoema.com/LBPS2014/ https://knoema.com/LBES2014/ https://knoema.com/LBHES2014/ https://knoema.com/LBLS2014/ https://knoema.com/LBHS2014/ http://www.cas.gov.lb/  

Source : http://www.bos.gov.ls/

Source: https://en.wikipedia.org/wiki/Liberia http://www.geohive.com/cntry/liberia.aspx https://knoema.com/LRLFS2010/ https://knoema.com/LRPHC2008/ https://knoema.com/LREDS2010/ https://knoema.com/LRHS2011/

Country values added from - http://dataportal.opendataforafrica.org/bbkawjf

Lithuania Regional Atlas Fact Dataset, June 2018 Source: https://en.wikipedia.org/wiki/Lithuania https://knoema.com/nama_10r_3gdp https://knoema.com/demo_r_pjanaggr3-20170316    

Reference Links: https://en.wikipedia.org/wiki/Republic_of_Macedonia https://knoema.com/MKDS2014/ https://knoema.com/MKEDS2014/ https://knoema.com/MKES2014/ https://knoema.com/MKCIE2014/ https://knoema.com/MKFGDP2014/ https://knoema.com/MKAS2014/ https://knoema.com/MKTTS2014/

Madagascar, Regional Atlas Fact Dataset, October 2018 Source: Population - http://instat.mg/madagascar-en-chiffres-2016/ First Person - http://www.worldstatesmen.org/Madagascar_prov.html#Antsiranana

Malawi Regional Atlas Fact Dataset, October 2018 Source: https://knoema.com/MWMS2011/malawi-statistics-2015

Malaysia Regional Atlas Fact Dataset, October 2018 Source: https://en.wikipedia.org/wiki/Malaysia https://knoema.com/MYRDEMOG2017/malaysia-regional-dataset

Sources used: https://knoema.com/MLPS2009/population-statistics-of-mali-2009 https://knoema.com/MLDAT2006/mali-regional-development-indicators-2012 https://knoema.com/MLPS2011/demography-of-mali-2009 https://knoema.com/MLH2011/housing-mali-2009

Mauritania Regional Atlas Fact Dataset Data Sources: https://en.wikipedia.org/wiki/Mauritania https://knoema.com/MRP2011/population-statistics-of-mauritania https://knoema.com/MRHN2008/health-and-nutrition-mauritania-2008-2014 https://knoema.com/MRP2008/mauritania-poverty https://knoema.com/MRSCPH2017/socioeconomic-characteristics-of-the-population-and-households-mauritania https://knoema.com/MRE2018/education-of-mauritania https://knoema.com/MRH2010/health-statistics-of-mauritania

Sources: https://knoema.com/didykrd/mexico-regional-dataset https://en.wikipedia.org/wiki/List_of_current_state_governors_in_Mexico https://en.wikipedia.org/wiki/List_of_Mexican_states_by_population https://en.wikipedia.org/wiki/List_of_Mexican_states_by_area  

Moldova Regional Atlas Fact Dataset, October 2018 Source:  https://knoema.com/MDDS2017 https://knoema.com/MDEWS2015  

Mongolia Regional Atlas Fact Dataset, October 2018 Source: http://www.1212.mn/ https://knoema.com/MNGRD2017  

Montenegro Regional Atlas Fact Dataset, August 2018 Data source: First person details: https://en.wikipedia.org/wiki/Montenegro Data added by: https://knoema.com/MEDS2015/

Morocco Regional Atlas Fact Dataset   Reference Source: https://en.wikipedia.org/wiki/Morocco http://rgph2014.hcp.ma/downloads/Publications-RGPH-2014_t18649.html http://www.hcp.ma/Indices-de-pauvrete-vulnerabilite-et-inegalite-selon-la-region-2001-2014_a661.html https://knoema.com/MORGD2014/ https://knoema.com/MOURA2017/ https://knoema.com/MOIPVI2007/

Data Sources: https://en.wikipedia.org/wiki/Mozambique https://knoema.com/MNSORS2012Nov/

Data Source: https://en.wikipedia.org/wiki/Myanmar https://knoema.com/marpqmg/    

Reference Link: https://data.humdata.org/dataset/namibia-health http://www.hpcna.com/images/publications/ANNUAL%20REPORT.pdf http://www.mhss.gov.na/files/downloads/aed_2016%20National%20HIV%20Sentinel%20Survey%20Report.pdf

Source: https://en.wikipedia.org/wiki/Regions_of_Namibia http://www.gov.na/population https://knoema.com/NMP2017/ https://knoema.com/NMPHC2012V2/ https://knoema.com/NMPV2012/

Nepal Regional Atlas Fact Dataset, October 2018 Source:  http://cbs.gov.np https://knoema.com/NPDST2014    

Netherlands Regional Atlas Fact Dataset Source: https://knoema.com/nama_10r_2gdp-20180409 https://knoema.com/educ_regind https://knoema.com/hlth_rs_prsrg-20180720 https://knoema.com/tran_r_vehst-20150316 https://knoema.com/demo_r_pjanaggr3-20190228 https://knoema.com/demo_r_frate2-20190301 https://knoema.com/demo_r_d3area https://knoema.com/demo_r_gind3-20190301 https://knoema.com/lfst_r_lfu3rt-20181128 https://knoema.com/lfst_r_lfe2emprt-20181128

Source: https://knoema.com/atlas/sources/Statistics-New-Zealand

Nicaragua Data Atlas, June 2018   https://knoema.com/NIDS2014/demography-statistics-of-nicaragua  

Niger, Atlas Fact Dataset, April 2019 Sources Used: https://knoema.com/kncwwtlw/demographic-statistics-of-niger https://knoema.com/NEPS2018/poverty-statistics-of-niger https://knoema.com/NEDAT2012/niger-development-indicators-2012 https://knoema.com/NEHS2017/health-statistics-of-niger https://en.wikipedia.org/wiki/Niger

Data citied at: http://www.nigerianstat.gov.ng/ https://knoema.com/kniynrgrf https://knoema.com/NHESN2012/ https://knoema.com/atlas/Nigeria/GDP-based-on-PPP https://en.wikipedia.org/wiki/Subdivisions_of_Nigeria https://knoema.com/KNNGLBFRSTAT2016/

Norway Regional Atlas Fact Dataset, September 2018 Source: https://knoema.com/demo_r_pjanaggr3-20170316 https://knoema.com/demo_r_d3area https://knoema.com/ES_reg_dempoar_2013 https://knoema.com/nama_10r_3gdp https://www.ssb.no/en/akumnd  

Oman Regional Atlas Fact Dataset Source: https://knoema.com/KNOMPOP2016/oman-population-statistics https://knoema.com/KNOMEDCT2016/oman-education-statistics https://knoema.com/KNOMHLTH2016/oman-health-statistics http://www.omanobserver.om/municipal-council-heads-governorates-take-oath/

  Pakistan Regional Atlas Fact Dataset, September 2018 Source: http://www.pbscensus.gov.pk http://www.statistics.gov.pk/census-results.html https://knoema.com/uyegecc

Palestine Data Atlas, August 2018 Source: http://www.pcbs.gov.ps/site/lang__en/507/default.aspx

Source: https://en.wikipedia.org/wiki/Panama http://www.geohive.com/cntry/panama.aspx https://knoema.com/PAPS2014/ https://knoema.com/PAHS2014/ https://knoema.com/PAES2014/ https://knoema.com/PALS2014/ https://knoema.com/PAAS2014/

Paraguay Regional Atlas Fact Dataset, October 2018 Source: https://en.wikipedia.org/wiki/Paraguay https://knoema.com/PYPOP2015/ https://knoema.com/PYHLD2012/ https://knoema.com/PYHEA2012/ https://knoema.com/PYECO2010/ https://knoema.com/PYAGRI2017/

Source Details: Capital, first person title and first person names https://en.wikipedia.org/wiki/Peru Population, Population Density, Area, Crude Birth rate, Crude Death rate, life time net migration population, Total life expectancy at birth, Gross value added, gross value of agricultural production, unemployment rate ets.. http://www.inei.gob.pe/ https://knoema.com/ocjysee/

Philippines Regional Atlas Fact Dataset, October 2018 Source: https://knoema.com/gpodlqc/ http://openstat.psa.gov.ph/

Poland Regional Atlas Fact dataset, August 2018 Source: https://knoema.com/nama_10r_2gdp-20180409 https://knoema.com/demo_r_pjanaggr3-20170316 https://knoema.com/demo_r_gind3 https://knoema.com/lfst_r_lfu3rt https://knoema.com/lfst_r_lfe2en2-20160224

Portugal Fact Dataset, August 2018 Source: https://knoema.com/nama_10r_2gdp-20180409/gross-domestic-product-gdp-at-current-market-prices-by-nuts-2-regions https://knoema.com/nama_10r_2gfcf/gross-fixed-capital-formation-by-nuts-2-regionshttps://beta.knoema.org/ https://knoema.com/demo_r_pjanaggr3-20170316/population-on-1-january-by-broad-age-group-sex-and-nuts-3-region https://knoema.com/educ_renrlrg3/number-of-students-by-age-sex-and-nuts-2-regions https://www.ine.pt/xportal/xmain?xpid=INE&xpgid=ine_indicadores&indOcorrCod=0008015&contexto=bd&selTab=tab2

Calculated by Knoema based on US Census 2016 estimates

Republic of Congo Data Atlas, May 2017 Data sets used: https://knoema.com/CNSEEP2012/population-people-republic-of-congo-2012 https://knoema.com/CNSEET2017/transport-communication-statistics-republic-of-congo https://knoema.com/CNSEEWE2017/water-and-energy-regional-statistics-republic-of-congo

Romania Regional Atlas Fact Dataset, September 2018 Source: https://knoema.com/nama_r_e3vab95r2 https://knoema.com/demo_r_gind3 https://knoema.com/demo_r_pjanaggr3-20170316

Rwanda Regional Atlas Fact Dataset, October 2018 Source: https://en.wikipedia.org/wiki/Rwanda https://knoema.com/NISRPHCP2012/ https://knoema.com/NISRES2011/ https://knoema.com/NISRHNS2016/

Sao Tome & Principe Data Atlas, July 2018   https://knoema.com/STDI2003/demographics-indicators-of-sao-tome-principe-2003 https://www.ine.st/

Saudi Arabia Regional Atlas Fact Dataset, September 2018 source: https://en.wikipedia.org/wiki/Saudi_Arabia https://knoema.com/SAHS2011 https://knoema.com/SAHS2011 https://knoema.com/SAPHC2018 https://knoema.com/SAES2017

Senegal, Atlas Fact Dataset, May 2017 Data taken from the following data sets: https://knoema.com/SERSSD2011/population-of-senegal-2013 https://knoema.com/SEPFS2011/population-financial-statistics-of-senegal-2011 https://knoema.com/SEIPC2006/incidence-of-poverty-and-contribution-of-senegal-2006 https://knoema.com/SEES2012/crop-production-of-senegal https://knoema.com/SEDHSMI2011/demographic-and-health-survey-multiple-indicator-of-senegal-2011

Serbia Regional Atlas Fact Dataset, September 2018 Source Details:  Serbia Regional Atlas Fact Dataset, September 2018 Source Details: https://en.wikipedia.org/wiki/Serbia https://knoema.com/RSDS2017/development-statistics-of-serbia https://knoema.com/demo_r_pjanaggr3-20170316

References: 1.https://en.wikipedia.org/wiki/Seychelles 2.https://en.wikipedia.org/wiki/Districts_of_Seychelles 3.http://www.geohive.com/cntry/seychelles.aspx 4.https://knoema.com/SCPH2010/population-and-housing-2013-seychelles 5.https://knoema.com/SCDG2018/demographics-statistics-of-seychelles

Sierra Leone Atlas Fact Dataset, May 2019 Source: https://en.wikipedia.org/wiki/Sierra_Leone https://www.statistics.sl/ https://knoema.com/SLPH2004/ https://knoema.com/SLEDS2004/ https://knoema.com/SLMM2004/ https://knoema.com/SLNF2019/ https://knoema.com/SLELF2018/

Slovakia Data Atlas, August 2018 Source: https://knoema.com/nama_10r_3gdp https://knoema.com/demo_r_pjanaggr3-20170316 https://knoema.com/demo_r_gind3  

Slovenia Data Atlas, June 2018   http://www.stat.si/StatWeb/en https://knoema.com/nama_10r_3gdp/gross-domestic-product-gdp-at-current-market-prices-by-nuts-3-regions https://knoema.com/demo_r_pjanaggr3-20170316/population-on-1-january-by-broad-age-group-sex-and-nuts-3-region https://knoema.com/demo_r_d3area/area-by-nuts-3-region        

Solomon Islands Regional Atlas Fact Dataset, October 2018 Source: http://www.statistics.gov.sb/ https://knoema.com/SBSSSI2009

Somalia Atlas Fact dataset, January 2019   Data sources: https://en.wikipedia.org/wiki/Somalia https://knoema.com/SOPS1997/ https://knoema.com/SOES2012/ https://knoema.com/SORF1990/  

  Source : https://knoema.com/SALFS2012/ https://knoema.com/SAEGAD2017/ https://knoema.com/SAPS2011/ https://knoema.com/SALCH2009/ https://knoema.com/SAMCD2017/  

Source: Population, First Person https://en.wikipedia.org/wiki/States_of_South_Sudan Data added by: https://knoema.com/SSSY2011/ https://knoema.com/SSLS2008/ https://knoema.com/SSHSN2010/

Spain Regional Atlas Fact Dataset, October 2018 Source: https://knoema.com/nama_10r_2gdp-20180409 https://knoema.com/road_eqs_carhab-20161219 https://knoema.com/demo_r_find2-20170316 https://knoema.com/demo_r_minfind-20170316 http://www.ine.es https://en.wikipedia.org/wiki/Autonomous_communities_of_Spain

Sri Lanka Regional Atlas Fact Dataset, October 2018 Source:   https://knoema.com/SLE2017 https://knoema.com/LADCS2017 https://knoema.com/PIS2016 http://www.statistics.gov.lk/ http://www.ds.gov.lk/

Sudan Regional Atlas Fact Dataset, January 2019   Data sets used: 1. https://knoema.com/SDHHC2008/households-and-housing-characteristics-2008-sudan 2. https://knoema.com/SDIPP2009/industrial-and-petroleum-production-of-sudan-2009 3. https://knoema.com/SDFA2008/fertility-analysis-2009-sudan 4. https://knoema.com/SDLE2018/literacy-and-illiteracy-rate-of-sudan-by-region 5. https://knoema.com/SDDAT2018/sudan-development-indicators 6. https://knoema.com/SDHS2009/health-statistics-of-sudan-2009 7. https://knoema.com/SDCPIR2015/consumer-price-indices-and-inflation-rates-of-sudan-2015 8. http://sudan.gov.sd/index.php/en/pages/details/51/2

Sources: http://mofa.gov.bs/visit-ambassador-bahamas-coronie-district-suriname/ https://www.maxwell.syr.edu/exed/People/Students/Humphrey_Fellows/Fall_2018/Mr__Mavrick_Boejoekoe/ https://knoema.com/SRDEM2017/suriname-demographic-statistics

Swaziland Regional Atlas Fact Dataset Sources: https://en.wikipedia.org/wiki/Swaziland http://www.swazistats.org.sz/images/reports/Multiple%20Indicator%20Cluster%20Survey%202014.pdf  

Sweden Regional Atlas Fact Dataset Source: https://knoema.com/demo_r_pjanaggr3-20190228 https://knoema.com/demo_r_gind3-20190301 https://knoema.com/nama_10r_3gdp-20190226 https://knoema.com/lfst_r_lfu3rt-20181128

Data Source: https://en.wikipedia.org/wiki/Switzerland http://www.swisscommunity.org/en/explore-switzerland/aargau/politics https://knoema.com/SWRP2017/ https://knoema.com/SWGVACI2010/

Syrian Arab Republic Atlas Fact Dataset, May 2019 Source: http://cbssyr.sy/index-EN.htm https://en.wikipedia.org/wiki/Syria https://knoema.com/SYDS2014/

Tanzania Regional Atlas Fact Dataset, October 2018 Data sets used: https://knoema.com/TANALU2012/area-of-land-ha-by-land-use-area-of-tanzania-2012 https://knoema.com/TANES2010/economic-statistics-of-tanzania-2013 https://knoema.com/TANDFIS2018/important-demographics-health-and-trade-statistics-of-tanzania https://knoema.com/TANEM2011/employment-statistics-of-tanzania-2014 https://knoema.com/TANPOP2006/population-projection-of-tanzania-2006

Thailand Regional Atlas Fact Dataset, October 2018 Source: https://knoema.com/wtxids/thailand-regional-dataset-october-2013

Timor-Leste Regional Atlas Fact Dataset   https://knoema.com/TLDST2014/

Data Sources: http://www.stat-togo.org/index.php/statistiques-demographiques http://www.stat-togo.org/index.php/sante-primaire http://www.stat-togo.org/index.php/protection-des-enfants http://www.stat-togo.org/contenu/pdf/pb/pb-rapport-2017-surveillance-commerciale-au-Togo.pdf https://knoema.com/TGSNA2016Jun/ https://knoema.com/TGHLC2011/ https://knoema.com/TGE2011/ https://knoema.com/TGPS2010/ https://knoema.com/TGEDS2017/  

Trinidad and Tobago Regional Atlas Fact Dataset September, 2018 Source : https://knoema.com/TTPOP05/demographics-statistics-of-trinidad-tobago

Tunisia Regional Atlas Fact Dataset, April 2019 Source Used: https://knoema.com/TNINSDCP2018/tunisia-demographic-characteristics-of-the-population https://knoema.com/TNINSHC2012/tunisia-regional-housing-characteristics-2004 https://knoema.com/TNINSHCLC2018/tunisia-household-characteristics-and-living-conditions https://knoema.com/TNINSECP2018/tunisia-economic-characteristics-of-the-population https://en.wikipedia.org/wiki/Governorates_of_Tunisia  

Data Sources: https://en.wikipedia.org/wiki/Turkey https://knoema.com/demo_r_pjanaggr3-20170316/ https://knoema.com/demo_r_d3area/ https://knoema.com/demo_r_d3dens-20170327/ https://knoema.com/demo_r_gind3/

Turkmenistan Data Atlas, June 2018   https://knoema.com/TMDST2014/development-statistics-of-turkmenistan-2014  

State-level Data on Demographics, Economy, Labor, Income and Welfare, Crime, Health, Education and Agriculture.   Two indicators: "Enrollment in public elementary and secondary school" and "Public high school graduates" have forecast data points. References: http://nces.ed.gov/ http://quickstats.nass.usda.gov/ http://usda.mannlib.cornell.edu/ http://wonder.cdc.gov/mortSQL.html http://www.acf.hhs.gov/ http://www.bea.gov/iTable http://www.bls.gov/mls/ http://www.census.gov/ http://www.dhs.gov/ http://www.fbi.gov/about-us/cjis/ucr/crime-in-the-u.s http://www.infoplease.com/ http://www.usgovernmentspending.com/  

Uganda Regional Atlas Fact Dataset   Source: https://unstats.un.org/ https://unstats.un.org/unsd/demographic/sources/census/wphc/Uganda/UGA-2016-05-23.pdf https://en.wikipedia.org/wiki/Districts_of_Uganda https://knoema.com/UGCNSDT2016/ https://knoema.com/UGRI2011/ https://knoema.com/UBOSCS2016 https://knoema.com/UBDAT2012 https://knoema.com/UBOSRPS2018Jul/ https://knoema.com/UBOSRHS2011 https://knoema.com/UBOSRES2011

Source: 1. Total Land Area, Sq km https://knoema.com/reg_area3-20181015/area-by-nuts-3-region?accesskey=jqizuuc 2. Population on 1 January, Persons Except England: https://knoema.com/demo_r_gind3-20190301/population-change-demographic-balance-and-crude-rates-at-regional-level-nuts-3?accesskey=hcpldgb England: https://knoema.com/ONSPE2018/population-estimates-for-uk-england-and-wales-scotland-and-northern-ireland?accesskey=lsnaulf 3. Median Gross Weekly Earnings, £ https://knoema.com/ONSGWE2018/gross-weekly-earnings-of-full-time-employees-in-uk-by-region?accesskey=umyolec 4. Employment Rate, % https://knoema.com/lfst_r_lfe2emprt-20181128/employment-rates-by-sex-age-and-nuts-2-regions?accesskey=tuhgjb 5. Unemployment Rate, % https://knoema.com/lfst_r_lfu3rt-20181128/unemployment-rates-by-sex-age-and-nuts-2-regions?accesskey=mqcrnxf 6. Gross Disposable Household Income per head, £ https://www.ons.gov.uk/economy/regionalaccounts/grossdisposablehouseholdincome/bulletins/regionalgrossdisposablehouseholdincomegdhi/2015 Table 2: NUTS1 gross disposable household income (GDHI)1, UK, 2015 7. Total Gross Value Added (GVA), £ million https://knoema.com/nama_10r_3gva-20190226/gross-value-added-at-basic-prices-by-nuts-3-regions?accesskey=blolhvd 8. Average Weekly Household Expenditure, £ https://www.ons.gov.uk/peoplepopulationandcommunity/personalandhouseholdfinances/expenditure/datasets/householdexpenditurebycountriesandregionsuktablea33 9. Total Recorded Crime (excluding fraud) per 1,000 population https://www.ons.gov.uk/peoplepopulationandcommunity/crimeandjustice/datasets/policeforceareadatatables Table P3

Please use below links for latest data: ONS - https://knoema.com/atlas/sources/ONS Eurostat -  https://knoema.com/atlas/sources/Eurostat   Note: This dataset includes data from UK Office of National Statistics (https://www.ons.gov.uk) and Eurostat (http://ec.europa.eu/eurostat/data/database)  

Ukraine Regional Atlas Fact Dataset   Inflation Rate, % Change of CPI from the Previous Year = (Current Value-Previous Value)/Previous Value*100 Data has taken from this dataset: https://knoema.com/ijllqx/ukraine-regional-dataset-december-2014 Source: http://www.ukrstat.gov.ua/

United Arab Emirates Regional Atlas Fact Dataset, April 2019 Data source: https://en.wikipedia.org/wiki/United_Arab_Emirates https://knoema.com/iyamhlc/ https://knoema.com/KNFCSADEM2017/ https://knoema.com/KNUAEDCTN2017/ https://knoema.com/KNFCSAHLTH2017/ http://fcsa.gov.ae/en-us/Pages/Statistics/Statistics-by-Subject.aspx#

Data cited at: https://en.wikipedia.org/wiki/United_States https://knoema.com/USRAGE2017 https://knoema.com/USCACSDC2020 https://knoema.com/KPMGSC2015 https://knoema.com/USCBDC2020 https://knoema.com/KPMGHOC2017 https://knoema.com/USNAICS2012 https://knoema.com/USRFEDG2020 https://knoema.com/USALA2013 https://knoema.com/calculation https://knoema.com/bjcvbhc https://knoema.com/BEARegional https://knoema.com/USS2301 https://knoema.com/PRUSCBMPT2018/  

Venezuela Regional Atlas Fact Dataset, October 2018 Source: https://en.wikipedia.org/wiki/List_of_Governors_of_States_of_Venezuela https://knoema.com/VERS2013

Source:  https://knoema.com/VNEDU2017/vietnam-education-statistics https://knoema.com/xqdquqe/demographics-statistics-of-vietnam https://knoema.com/VNHSTAT2017/healthcare-facilities-statistics-of-vietnam https://knoema.com/VNINPST2016/industry-production-statistics-of-vietnam  

Data Sources: https://en.wikipedia.org/wiki/Yemen https://en.wikipedia.org/wiki/Governorates_of_Yemen https://knoema.com/YEDEMS2015 https://knoema.com/YEEDUS2015 https://knoema.com/YEHS2015 https://knoema.com/YETRPS2015

Zambia Regional Atlas Fact Dataset, September 2018 Source: http://www.parliament.gov.zm/ministers/provincial https://en.wikipedia.org/wiki/Zambia https://knoema.com/ZMHIVEP2012/ https://knoema.com/ZMHSB2012 https://knoema.com/ZMLFS2012 https://knoema.com/ZMRSZA2015 https://knoema.com/ZMPH2012 https://knoema.com/ZMES2004

Zimbabwe Regional Atlas Fact Dataset, October 2018 Source : https://en.wikipedia.org/wiki/List_of_current_provincial_governors_of_Zimbabwe http://www.zimstat.co.zw/sites/default/files/img/ICDS_2017.pdf