| 1 | 
                                    Nighttime Lights (NTL) | 
                                    This is satellite data based on luminosity of nightlights across the counties | 
                                    National Oceanic and Atmospheric Administration | 
                                    2020 | 
                                    © NOAA, 2016, Version 1 VIIRS Day/Night Band Nighttime Lights, https://ngdc.noaa.gov/eog/viirs/download_dnb_composites.html], 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 2 | 
                                    Gross Domestic Product (GDP) | 
                                    The measure of monetary worth of all finished goods and services made within the country during a specific period | 
                                    Kenya National Bureau of Statistics | 
                                    2017 | 
                                    © KNBS, 2017, Gross Domestic Product (GDP), 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 3 | 
                                    GDP per capita in KES | 
                                    This measures Kenya’s economic output that accounts for the number of people It divides Kenya's GDP in Kenya shillings by the total population | 
                                    Kenya National Bureau of Statistics | 
                                    2017 | 
                                    © KNBS, 2017, Gross Domestic Product (GDP), 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 4 | 
                                    Male Unemployed | 
                                    All males without a paid job however available to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 5 | 
                                    Male Underemployed | 
                                    All persons having a paid job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 6 | 
                                    Female Unemployed | 
                                    All females without a paid job however available to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 7 | 
                                    Female Underemployed | 
                                    All females having a paid job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 8 | 
                                    Male Fully Employed | 
                                    All males having a paid job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 9 | 
                                    Female Fully Employed | 
                                    All females having a paid job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 10 | 
                                    Male Employed | 
                                    The number of males having a paid job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 11 | 
                                    Female Employed | 
                                    The number of females having a paid job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 12 | 
                                    Pre-primary Unemployed | 
                                    The number of people who have completed pre-primary education however don’t have a paid job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 13 | 
                                    Primary Unemployed | 
                                    The number of people who have completed primary education however don’t have a paid job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 14 | 
                                    Post-primary, Vocational Unemployed | 
                                    The number of people who have completed vocational training immediately after completing primary education however don’t have a paid job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 15 | 
                                    Secondary Unemployed | 
                                    The number of people who have completed secondary education however don’t have a paid job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 16 | 
                                    Tertiary Unemployed | 
                                    The number of people who have completed post-secondary education however don’t have a paid job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 17 | 
                                    Others Education Unemployed | 
                                    The number of people who have completed other form(s) of education however don’t have a paid job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 18 | 
                                    Total Education Underemployed | 
                                    The total number of people who have undergone though a form(s) of education however are employed less than 40 hours in a week | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 19 | 
                                    Pre-primary Underemployed | 
                                    The total number of people who have completed pre-primary education however are employed less than 40 hours in a week | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 20 | 
                                    Primary Underemployed | 
                                    The total number of people who have completed primary education however are employed less than 40 hours in a week | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 21 | 
                                    Post primary, Vocational Underemployed | 
                                    The total number of people who have completed post primary vocational training however are employed less than 40 hours in a week | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 22 | 
                                    Secondary Underemployed | 
                                    The total number of people who have completed secondary education however are employed less than 40 hours in a week | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 23 | 
                                    Tertiary Underemployed | 
                                    The total number of people who have completed post-secondary education however are employed less than 40 hours in a week | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 24 | 
                                    Others Education Underemployed | 
                                    The total number of people who have completed other form(s) of education however are employed less than 40 hours in a week | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 25 | 
                                    Total Population | 
                                    The total number of people in a specific area | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 26 | 
                                    Rural | 
                                    Geographic areas located outside towns and cities characterized as countryside | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 27 | 
                                    Urban | 
                                    Geographic area characterized by high population in built up environment | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 28 | 
                                    All Areas | 
                                    Geographic locations characterized by both urban and rural areas | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 29 | 
                                    Active Population | 
                                    All persons who provide the supply of labour to produce economic goods and services | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 30 | 
                                    Inactive Population | 
                                    All persons who were not employed or unemployed during the reference period used to measure active population | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 31 | 
                                    Employed | 
                                    All persons having a paid job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 32 | 
                                    Unemployed | 
                                    All persons without a paid job however available to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 33 | 
                                    Underemployed | 
                                    All persons having a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 34 | 
                                    Fully Employed | 
                                    All persons having a paid job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 35 | 
                                    Number of Households | 
                                    The total number of households in an area | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 36 | 
                                    Fully Employed Primary | 
                                    All persons who have completed primary education and are having a job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 37 | 
                                    Fully Employed Secondary | 
                                    All persons who have completed secondary education and are having a job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 38 | 
                                    Fully Employed Tertiary | 
                                    All persons who have completed tertiary education and are having a job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 39 | 
                                    Unemployed Primary | 
                                    All persons who have completed primary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 40 | 
                                    Unemployed Secondary | 
                                    All persons who have completed secondary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 41 | 
                                    Unemployed Tertiary | 
                                    All persons who have completed tertiary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 42 | 
                                    Underemployed Primary | 
                                    All persons who have only completed primary education, have a job working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 43 | 
                                    Underemployed Secondary | 
                                    All persons who have only completed secondary education, have a job working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 44 | 
                                    Underemployed Tertiary | 
                                    All persons who have completed tertiary education, have a job working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 45 | 
                                    Male Fully Employed | 
                                    All males having a paid job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 46 | 
                                    Male Unemployed | 
                                    All males without a paid job however available to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 47 | 
                                    Male Under Employment | 
                                    All males having a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 48 | 
                                    Female Fully Employed | 
                                    All females having a job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 49 | 
                                    Female Unemployed | 
                                    All females without a paid job however available to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 50 | 
                                    Female Under Employment | 
                                    All females having a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 51 | 
                                    Male Fully Employed Primary | 
                                    All males who have completed primary education and are having a job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 52 | 
                                    Male Fully Employed Secondary | 
                                    All males who have completed secondary education and are having a paid job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 53 | 
                                    Male Fully Employed Tertiary | 
                                    All males who have completed tertiary education and are having a job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 54 | 
                                    Male Unemployed Primary | 
                                    All males who have completed primary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 55 | 
                                    Male Unemployed Secondary | 
                                    All males who have completed secondary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 56 | 
                                    Male Unemployed Tertiary | 
                                    All males who have completed tertiary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 57 | 
                                    Male Underemployed Primary | 
                                    All males who have only completed primary education however having a job working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 58 | 
                                    Male Underemployed Secondary | 
                                    All males who have only completed secondary education, have a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 59 | 
                                    Male Underemployed Tertiary | 
                                    All males who have completed tertiary education, have a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 60 | 
                                    Female Employed Primary | 
                                    All females who have completed primary education and are having a paid job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 61 | 
                                    Female Employed Secondary | 
                                    All females who have completed secondary education and are having a paid job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 62 | 
                                    Female Employed Tertiary | 
                                    All females who have completed tertiary education and are having a paid job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 63 | 
                                    Female Unemployed Primary | 
                                    All females who have completed primary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 64 | 
                                    Female Unemployed Secondary | 
                                    All females who have completed secondary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 65 | 
                                    Female Unemployed Tertiary | 
                                    All females who have completed tertiary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 66 | 
                                    Female Underemployed Primary | 
                                    All females who have only completed primary education, have a paid job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 67 | 
                                    Female Underemployed Secondary | 
                                    All males who have only completed secondary education, have a paid job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 68 | 
                                    Female Underemployed Tertiary | 
                                    All males who have completed tertiary education, have a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 69 | 
                                    Male Rural Fully Employed | 
                                    All males living in rural areas having a paid job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 70 | 
                                    Male Rural Unemployed | 
                                    All males living in rural areas without a paid job however available to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 71 | 
                                    Male Rural Underemployed | 
                                    All males living in rural areas having a paid job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 72 | 
                                    Female Rural Fully Employed | 
                                    All females living in rural areas having a paid job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 73 | 
                                    Female Rural Unemployed | 
                                    All females living in rural areas without a paid job however available to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 74 | 
                                    Female Rural Underemployed | 
                                    All females living in rural areas having a paid job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 75 | 
                                    Male Urban Fully Employed | 
                                    All males living in urban areas having a paid job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 76 | 
                                    Male Urban Unemployed | 
                                    All males living in urban areas without a paid job however available to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 77 | 
                                    Male Urban Underemployed | 
                                    All males living in urban areas having a paid job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 78 | 
                                    Female Urban Fully Employed | 
                                    All females living in urban areas having a paid job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 79 | 
                                    Female Urban Unemployed | 
                                    All females living in urban areas without a paid job however available to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 80 | 
                                    Female Urban Underemployed | 
                                    All females living in urban areas having a paid job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 81 | 
                                    Rural Fully Employed | 
                                    All persons living in rural areas having a paid job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 82 | 
                                    Rural Unemployed | 
                                    All persons living in rural areas without a paid job however available to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 83 | 
                                    Rural Under Employment | 
                                    All persons living in rural areas having a paid job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 84 | 
                                    Urban Fully Employed | 
                                    All persons living in urban areas having a paid job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 85 | 
                                    Urban Unemployed | 
                                    All persons living in urban areas without a paid job however available to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 86 | 
                                    Urban Under Employment | 
                                    All persons living in urban areas having a paid job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 87 | 
                                    Rural Fully Employed Primary | 
                                    All persons living in rural areas who have completed primary education and are having a job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 88 | 
                                    Rural Fully Employed Secondary | 
                                    All persons living in rural areas who have completed secondary education and are having a job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 89 | 
                                    Rural Fully Employed Tertiary | 
                                    All persons living in rural areas who have completed tertiary education and are having a job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 90 | 
                                    Rural Unemployed Primary | 
                                    All persons living in rural areas who have completed primary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 91 | 
                                    Rural Unemployed Secondary | 
                                    All persons living in rural areas who have completed secondary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 92 | 
                                    Rural Unemployed Tertiary | 
                                    All persons living in rural areas who have completed tertiary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 93 | 
                                    Rural Underemployed Primary | 
                                    All persons living in rural areas who have only completed primary education however having a job working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 94 | 
                                    Rural Underemployed Secondary | 
                                    All persons living in rural areas who have only completed secondary education, have a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 95 | 
                                    Rural Underemployed Tertiary | 
                                    All persons living in rural areas who have completed tertiary education, have a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 96 | 
                                    Urban Fully Employed Primary | 
                                    All persons living in urban areas who have completed primary education and are having a job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 97 | 
                                    Urban Fully Employed Secondary | 
                                    All persons living in urban areas who have completed secondary education and are having a job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 98 | 
                                    Urban Fully Employed Tertiary | 
                                    All persons living in urban areas who have completed tertiary education and are having a job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 99 | 
                                    Urban Unemployed Primary | 
                                    All persons living in urban areas who completed primary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 100 | 
                                    Urban Unemployed Secondary | 
                                    All persons living in urban areas who completed secondary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 101 | 
                                    Urban Unemployed Tertiary | 
                                    All persons living in urban areas who completed tertiary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 102 | 
                                    Urban Underemployed Primary | 
                                    All persons living in urban areas who have only completed primary education, have a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 103 | 
                                    Urban Underemployed Secondary | 
                                    All persons living in urban areas who have only completed secondary education, have a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 104 | 
                                    Urban Underemployed Tertiary | 
                                    All persons living in urban areas who have completed tertiary education, have a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 105 | 
                                    Female Fully Employed Urban Primary | 
                                    All females living in urban areas who have completed primary education and are having a paid job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 106 | 
                                    Female Underemployed Urban Primary | 
                                    All females living in urban areas who have only completed primary education, have a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 107 | 
                                    Female Unemployed Urban Primary | 
                                    All females living in urban areas who completed primary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 108 | 
                                    Female Fully Employed Urban Secondary | 
                                    All females living in urban areas who have completed secondary education and are having a job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 109 | 
                                    Female Underemployed Urban Secondary | 
                                    All females living in urban areas who have only completed secondary education, have a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 110 | 
                                    Female Unemployed Urban Secondary | 
                                    All females living in urban areas who completed secondary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 111 | 
                                    Female Fully Employed Urban Tertiary | 
                                    All females living in rural areas who have completed secondary education and are having a job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 112 | 
                                    Female Underemployed Urban Tertiary | 
                                    All females living in urban areas who have only completed secondary education, have a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 113 | 
                                    Female Underemployed Rural Primary | 
                                    All females living in rural areas who have only completed primary education, have a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 114 | 
                                    Female Unemployed Rural Primary | 
                                    All females living in rural areas who have completed primary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 115 | 
                                    Female Fully Employed Rural Secondary | 
                                    All females living in rural areas who have completed secondary education and are having a job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 116 | 
                                    Female Underemployed Rural Secondary | 
                                    All females living in rural areas who have only completed secondary education, have a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 117 | 
                                    Female Unemployed Rural Secondary | 
                                    All females living in rural areas who completed secondary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 118 | 
                                    Female Fully Employed Rural Tertiary | 
                                    All females living in rural areas who have completed tertiary education and are having a job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 119 | 
                                    Female Underemployed Rural Tertiary | 
                                    All females living in rural areas who have only completed tertiary education, have a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 120 | 
                                    Female Unemployed Rural Tertiary | 
                                    All females living in rural areas who completed tertiary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 121 | 
                                    Male Fully Employed Urban Primary | 
                                    All males living in urban areas who have completed primary education and are having a job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 122 | 
                                    Male Underemployed Urban Primary | 
                                    All males living in urban areas who have only completed primary education, have a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 123 | 
                                    Male Unemployed Urban Primary | 
                                    All males living in urban areas who completed primary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 124 | 
                                    Male Fully Employed Urban Secondary | 
                                    All males living in urban areas who have completed secondary education and are having a job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 125 | 
                                    Male Underemployed Urban Secondary | 
                                    All males living in urban areas who have only completed secondary education, have a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 126 | 
                                    Male Unemployed Urban Secondary | 
                                    All males living in urban areas who completed secondary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 127 | 
                                    Male Fully Employed Urban Tertiary | 
                                    All males living in urban areas who have completed tertiary education and are having a job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 128 | 
                                    Male Underemployed Urban Tertiary | 
                                    All males living in urban areas who have only completed tertiary education, have a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 129 | 
                                    Male Unemployed Urban Tertiary | 
                                    All males living in urban areas who completed tertiary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 130 | 
                                    Male Fully Employed Rural Primary | 
                                    All males living in rural areas who have completed primary education and are having a job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 131 | 
                                    Male Underemployed Rural Primary | 
                                    All males living in rural areas who have only completed primary education, have a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 132 | 
                                    Male Unemployed Rural Primary | 
                                    All males living in rural areas who completed primary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 133 | 
                                    Male Fully Employed Rural Secondary | 
                                    All males living in rural areas who have completed secondary education and are having a job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 134 | 
                                    Male Underemployed Rural Secondary | 
                                    All males living in rural areas who have only completed secondary education, have a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 135 | 
                                    Male Unemployed Rural Secondary | 
                                    All males living in rural areas who completed secondary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 136 | 
                                    Male Fully Employed Rural Tertiary | 
                                    All males living in rural areas who have completed tertiary education and are having a job working full-time | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 137 | 
                                    Male Underemployed Rural Tertiary | 
                                    All males living in rural areas who have only completed tertiary education, have a job however working at less than full-time or regular job | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 138 | 
                                    Male Unemployed Rural Tertiary | 
                                    All males living in rural areas who completed tertiary education however are without a paid job despite availability to work | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 139 | 
                                    Youth not in Education, Employment or Training (NEET) | 
                                    The percentage of youth not in employment, education or training | 
                                    Kenya National Bureau of Statistics | 
                                    2020 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2020 | 
                                    Overall analysis | 
                                
                                
                                
                                    | 140 | 
                                    Above-ground Biomass Productivity (AGBP) | 
                                    A proxy of the measure of agricultural productivity in an area | 
                                    Food and Agricultural Organization of the United Nations | 
                                    2018 | 
                                    © FAO, 2018, Gross Biomass Water Productivity, https://io.apps.fao.org/geoserver/wms?layers=WAPOR_2%3Al1_gbwp_a&cql_filter=raster_id%3D%27L1_GBWP_18%27&bbox=-30.0044643%2C-40.0044644%2C65.0044644%2C40.0044643&srs=EPSG%3A4326&service=WMS&version=1.1.1&request=GetMap&styles=&width=768&height=646&format=image%2Fpng&transparent=true, 2018 | 
                                    Cluster analysis | 
                                
                                
                                
                                    | 141 | 
                                    Economic Strength Index (ESI) | 
                                    The measure of the purchasing power of a population | 
                                    Kenya National Bureau of Statistics, Dalberg Research analysis | 
                                    2016, 2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Cluster analysis | 
                                
                                
                                
                                    | 142 | 
                                    Manufacturing | 
                                    All establishments involved in the production of products for use or sale | 
                                    Kenya National Bureau of Statistics | 
                                    2016 | 
                                    © KNBS, 2016, Kenya Integrated Household Budget Survey 2015-2016, http://statistics.knbs.or.ke/nada/index.php/catalog/88, 2017 | 
                                    Cluster analysis | 
                                
                                
                                
                                    | 143 | 
                                    Whole and retail | 
                                    All establishments where goods are sold in large quantities to the retailers, industries and other businesses | 
                                    Kenya National Bureau of Statistics | 
                                    2016 | 
                                    © KNBS, 2016, Kenya Integrated Household Budget Survey 2015-2016, http://statistics.knbs.or.ke/nada/index.php/catalog/88, 2017 | 
                                    Cluster analysis | 
                                
                                
                                
                                    | 144 | 
                                    Proportion of licensed jobs | 
                                    All establishments with authorization from the state to carry out daily activities | 
                                    Kenya National Bureau of Statistics | 
                                    2016 | 
                                    © KNBS, 2016, Kenya Integrated Household Budget Survey 2015-2016, http://statistics.knbs.or.ke/nada/index.php/catalog/88, 2017 | 
                                    Cluster analysis | 
                                
                                
                                
                                    | 145 | 
                                    Accommodation and Restaurants | 
                                    All establishments engauging in provision of living environment | 
                                    Kenya National Bureau of Statistics | 
                                    2016 | 
                                    © KNBS, 2016, Kenya Integrated Household Budget Survey 2015-2016, http://statistics.knbs.or.ke/nada/index.php/catalog/88, 2017 | 
                                    Cluster analysis | 
                                
                                
                                
                                    | 146 | 
                                    Education | 
                                    All establishments facilitating learning, or the acquisition of knowledge, skills, values, beliefs, and habits | 
                                    Kenya National Bureau of Statistics | 
                                    2016 | 
                                    © KNBS, 2016, Kenya Integrated Household Budget Survey 2015-2016, http://statistics.knbs.or.ke/nada/index.php/catalog/88, 2017 | 
                                    Cluster analysis | 
                                
                                
                                
                                    | 147 | 
                                    Unemployed Rate | 
                                    The percentage of all persons without a paid job however available to work in a working population | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Cluster analysis | 
                                
                                
                                
                                    | 148 | 
                                    Underemployed Rate | 
                                    The percentage of all persons having a paid job however working at less than full-time or regular job in a working population | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Cluster analysis | 
                                
                                
                                
                                    | 149 | 
                                    Point-based average Head of Household (HoH) education | 
                                    The measure of the educational attainment of the the head of a household | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Cluster analysis | 
                                
                                
                                
                                    | 150 | 
                                    % of Underemployed and Unemployed (UUE) youth from Total UUE population | 
                                    The percentage of underemployed and unemployed youth against the total number of underemployed and unemployed persons | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Cluster analysis | 
                                
                                
                                
                                    | 151 | 
                                    Proportion of Male Under and Unemployed minus (-) proportion of Female Under and Unemployed | 
                                    The difference in under and unemployed persons between male and female | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Cluster analysis | 
                                
                                
                                
                                    | 152 | 
                                    Above MinWage | 
                                    All person with a paid job earning a salary above the lowest legal wage companies can pay workers | 
                                    Kenya National Bureau of Statistics | 
                                    2019 | 
                                    © KNBS, 2019, The 2019 Kenya Population and Housing Census, 2019 | 
                                    Cluster analysis |