category stringclasses 9
values | indicator stringlengths 9 50 | indicator_friendly stringlengths 12 95 | type_data stringclasses 6
values | latitude float64 -4.04 1 | longitude float64 34.8 39.7 | region_id float64 289 289 | country_id stringclasses 1
value | name stringclasses 4
values | year float64 1.95k 2.05k | value float64 0.03 4.46M | esa_source stringclasses 1
value | esa_processed stringdate 2026-04-09 00:00:00 2026-04-09 00:00:00 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Health | children_with_diarrhea_total | Proportion of children with diarrhea in last two weeks – Total | p | 1 | 38 | 289 | KE | Kenya | 2,003 | 16 | HDX | 2026-04-09 |
Slum dwellers | pit_latrine_without_slab | Access to pit latrine without slab | p | 1 | 38 | 289 | KE | Kenya | 1,993 | 42.3 | HDX | 2026-04-09 |
Population | population | Total population | 1000 | 1 | 38 | 289 | KE | Kenya | 2,007 | 37,538 | HDX | 2026-04-09 |
Slum dwellers | urban_population_percentage_1m_5m | Percentage of urban population (by country) – 1 to 5 million inhabitants | p | 1 | 38 | 289 | KE | Kenya | 1,995 | 33.8 | HDX | 2026-04-09 |
Population | avg_annual_rate_change_percentage_urban | Average annual rate of change of population – Urban | p | 1 | 38 | 289 | KE | Kenya | 2,045 | 1.7 | HDX | 2026-04-09 |
Population | under_5_mortality_rate | Under-Five mortality rate (Deaths per 1000 live births) | n | 1 | 38 | 289 | KE | Kenya | 1,980 | 115 | HDX | 2026-04-09 |
Population | urban_population_countries | Urban population – Countries | 1000 | 1 | 38 | 289 | KE | Kenya | 2,010 | 9,015 | HDX | 2026-04-09 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 1 | 38 | 289 | KE | Kenya | 2,041 | 1.42 | HDX | 2026-04-09 |
Transport | transport_share_cities_walking | Share of various modes of transport in use in cities – walking | p | -1.283347 | 36.816657 | 289 | KE | Nairobi | 2,008 | 47 | HDX | 2026-04-09 |
Population | infant_mortality_rate | Infant Mortality rate (Deaths per 1000 live births) | n | 1 | 38 | 289 | KE | Kenya | 1,995 | 72 | HDX | 2026-04-09 |
Population | population | Total population | 1000 | 1 | 38 | 289 | KE | Kenya | 1,990 | 23,447 | HDX | 2026-04-09 |
Education | net_enrolment_rate_3_shelter_deprivation | Net enrolment rate in primary education in urban and rural areas (Male) – 3 Shelter deprivation | p | 1 | 38 | 289 | KE | Kenya | 1,993 | 73.1 | HDX | 2026-04-09 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 1 | 38 | 289 | KE | Kenya | 1,969 | 3.37 | HDX | 2026-04-09 |
Slum dwellers | improved_sanitation_countries | Proportion of population with access to improved sanitation – Countries | p | 1 | 38 | 289 | KE | Kenya | 1,993 | 74.3 | HDX | 2026-04-09 |
Transport | owner_bicycle_rural | Ownership of bicycle – rural area | p | 1 | 38 | 289 | KE | Kenya | 2,008 | 34.4 | HDX | 2026-04-09 |
Slum dwellers | urban_population_percentage_1m_5m | Percentage of urban population (by country) – 1 to 5 million inhabitants | p | 1 | 38 | 289 | KE | Kenya | 2,000 | 36.21 | HDX | 2026-04-09 |
Slum dwellers | improved_water_sustainable_access_countries | Proportion of population with sustainable access to an improved water source – Countries | p | 1 | 38 | 289 | KE | Kenya | 1,993 | 88.8 | HDX | 2026-04-09 |
Population | rural_population | Rural population | 1000 | 1 | 38 | 289 | KE | Kenya | 1,950 | 5,737 | HDX | 2026-04-09 |
Population | urban_population_countries | Urban population – Countries | 1000 | 1 | 38 | 289 | KE | Kenya | 2,030 | 20,739 | HDX | 2026-04-09 |
Population | urban_population_countries | Urban population – Countries | 1000 | 1 | 38 | 289 | KE | Kenya | 1,960 | 597 | HDX | 2026-04-09 |
Slum dwellers | improved_floor | Access to improved flooring | p | 1 | 38 | 289 | KE | Kenya | 1,998 | 79.3 | HDX | 2026-04-09 |
Streets | intersection_density_city_core | Intersection density (#/km²) – city core | n | -1.283347 | 36.816657 | 289 | KE | Nairobi | 2,013 | 36 | HDX | 2026-04-09 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 1 | 38 | 289 | KE | Kenya | 1,956 | 3 | HDX | 2026-04-09 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 1 | 38 | 289 | KE | Kenya | 2,025 | 1.86 | HDX | 2026-04-09 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 1 | 38 | 289 | KE | Kenya | 2,045 | 1.26 | HDX | 2026-04-09 |
Population | population_cities_by_country_1m_5m | Population in cities by country – cities with 1 to 5 million inhabitants | 1000 | 1 | 38 | 289 | KE | Kenya | 1,995 | 1,755 | HDX | 2026-04-09 |
Slum dwellers | urban_slum_population_countries | Urban slum population – Countries | 1000 | 1 | 38 | 289 | KE | Kenya | 1,995 | 2,859 | HDX | 2026-04-09 |
Population | rural_population | Rural population | 1000 | 1 | 38 | 289 | KE | Kenya | 2,025 | 40,224 | HDX | 2026-04-09 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 1 | 38 | 289 | KE | Kenya | 2,028 | 1.86 | HDX | 2026-04-09 |
Slum dwellers | improved_water_sustainable_access_countries | Proportion of population with sustainable access to an improved water source – Countries | p | 1 | 38 | 289 | KE | Kenya | 1,998 | 84.5 | HDX | 2026-04-09 |
Slum dwellers | urban_population_percentage_fewer_500k | Percentage of urban population (by country) – Fewer than 500 000 inhabitants | p | 1 | 38 | 289 | KE | Kenya | 1,980 | 66.32 | HDX | 2026-04-09 |
Slum dwellers | slum_proportion_living_urban | Percentage of slum population in urban area | p | 1 | 38 | 289 | KE | Kenya | 2,007 | 54.8 | HDX | 2026-04-09 |
Slum dwellers | public_tap_pump_borehole | Access to public tap/pump/borehole | p | 1 | 38 | 289 | KE | Kenya | 1,998 | 25.9 | HDX | 2026-04-09 |
Population | has_telephone | Access to telephone | p | 1 | 38 | 289 | KE | Kenya | 1,998 | 9.1 | HDX | 2026-04-09 |
Population | population | Total population | 1000 | 1 | 38 | 289 | KE | Kenya | 1,950 | 6,077 | HDX | 2026-04-09 |
City prosperity | cpi_4_dimensions | City Prosperity Index with 4 dimensions | p | -1.283347 | 36.816657 | 289 | KE | Nairobi | 2,012 | 0.673 | HDX | 2026-04-09 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 1 | 38 | 289 | KE | Kenya | 1,978 | 3.73 | HDX | 2026-04-09 |
Streets | intersection_density_sub_urban_area | Intersection density (#/km²) – suburban area | n | -1.283347 | 36.816657 | 289 | KE | Nairobi | 2,013 | 5.9 | HDX | 2026-04-09 |
Slum dwellers | improved_water_sustainable_access_countries | Proportion of population with sustainable access to an improved water source – Countries | p | 1 | 38 | 289 | KE | Kenya | 2,003 | 78.5 | HDX | 2026-04-09 |
Slum dwellers | households_solid_waste_bury_non_slum | Proportion of households who bury solid waste – Non slum | p | 1 | 38 | 289 | KE | Kenya | 2,003 | 8.9 | HDX | 2026-04-09 |
Slum dwellers | urban_population_living_in_slum | Proportion of urban population living in slum area | p | 1 | 38 | 289 | KE | Kenya | 2,000 | 54.8 | HDX | 2026-04-09 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 1 | 38 | 289 | KE | Kenya | 2,002 | 2.6 | HDX | 2026-04-09 |
Slum dwellers | urban_population_percentage_fewer_500k | Percentage of urban population (by country) – Fewer than 500 000 inhabitants | p | 1 | 38 | 289 | KE | Kenya | 1,955 | 100 | HDX | 2026-04-09 |
Slum dwellers | urban_population_percentage_500k_1m | Percentage of urban population (by country) – 500 000 to 1 million inhabitants | p | 1 | 38 | 289 | KE | Kenya | 1,970 | 45.71 | HDX | 2026-04-09 |
Population | urban_population_countries | Urban population – Countries | 1000 | 1 | 38 | 289 | KE | Kenya | 2,025 | 16,952 | HDX | 2026-04-09 |
Slum dwellers | urban_population_percentage_fewer_500k | Percentage of urban population (by country) – Fewer than 500 000 inhabitants | p | 1 | 38 | 289 | KE | Kenya | 2,010 | 51.77 | HDX | 2026-04-09 |
Population | rural_population | Rural population | 1000 | 1 | 38 | 289 | KE | Kenya | 2,005 | 28,215 | HDX | 2026-04-09 |
Slum dwellers | durable_housing_urban_population_countries | Proportion of urban population with durable housing – Countries | p | 1 | 38 | 289 | KE | Kenya | 2,003 | 80.3 | HDX | 2026-04-09 |
Transport | total_number_of_motor_vehicles | Total number of motor vehicles (per 1000 population) | n | 1 | 38 | 289 | KE | Kenya | 1,990 | 12 | HDX | 2026-04-09 |
Slum dwellers | households_solid_waste_other_disposal_slum | Proportion of households who use other source disposal of solid waste – Slum | p | 1 | 38 | 289 | KE | Kenya | 2,003 | 69.6 | HDX | 2026-04-09 |
City prosperity | cpi_quality_of_live_index | Quality of life index | p | -1.283347 | 36.816657 | 289 | KE | Nairobi | 2,012 | 0.559 | HDX | 2026-04-09 |
Population | population_cities_by_country_1m_5m | Population in cities by country – cities with 1 to 5 million inhabitants | 1000 | 1 | 38 | 289 | KE | Kenya | 2,010 | 3,363 | HDX | 2026-04-09 |
Streets | proportion_land_allocated_to_street_total | Proportion of land allocated to street – total | p | -1.283347 | 36.816657 | 289 | KE | Nairobi | 2,013 | 3.8 | HDX | 2026-04-09 |
Education | net_enrolment_rate_rural | Net enrolment rate in primary education in urban and rural areas (Male) – Rural | p | 1 | 38 | 289 | KE | Kenya | 2,003 | 77.8 | HDX | 2026-04-09 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 1 | 38 | 289 | KE | Kenya | 1,995 | 2.65 | HDX | 2026-04-09 |
Population | urban_population_countries | Urban population – Countries | 1000 | 1 | 38 | 289 | KE | Kenya | 1,950 | 340 | HDX | 2026-04-09 |
City prosperity | cpi_quality_of_live_index | Quality of life index | p | -1.283347 | 36.816657 | 289 | KE | Nairobi | 2,013 | 0.559 | HDX | 2026-04-09 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 1 | 38 | 289 | KE | Kenya | 2,001 | 2.6 | HDX | 2026-04-09 |
Slum dwellers | pit_latrine_without_slab | Access to pit latrine without slab | p | 1 | 38 | 289 | KE | Kenya | 2,003 | 44.2 | HDX | 2026-04-09 |
Slum dwellers | urban_population_percentage_fewer_500k | Percentage of urban population (by country) – Fewer than 500 000 inhabitants | p | 1 | 38 | 289 | KE | Kenya | 1,990 | 67.7 | HDX | 2026-04-09 |
Population | rural_population | Rural population | 1000 | 1 | 38 | 289 | KE | Kenya | 1,970 | 10,112 | HDX | 2026-04-09 |
Slum dwellers | improved_pit_latrine | Access to improved pit latrine | p | 1 | 38 | 289 | KE | Kenya | 1,998 | 10.7 | HDX | 2026-04-09 |
Population | urban_population_countries | Urban population – Countries | 1000 | 1 | 38 | 289 | KE | Kenya | 1,990 | 4,273 | HDX | 2026-04-09 |
Transport | owner_bicycle_rural | Ownership of bicycle – rural area | p | 1 | 38 | 289 | KE | Kenya | 2,003 | 33.1 | HDX | 2026-04-09 |
Population | rural_population | Rural population | 1000 | 1 | 38 | 289 | KE | Kenya | 2,020 | 37,956 | HDX | 2026-04-09 |
Slum dwellers | urban_population_percentage_500k_1m | Percentage of urban population (by country) – 500 000 to 1 million inhabitants | p | 1 | 38 | 289 | KE | Kenya | 1,975 | 38.78 | HDX | 2026-04-09 |
Slum dwellers | households_solid_waste_bury_slum | Proportion of households who bury solid waste – Slum | p | 1 | 38 | 289 | KE | Kenya | 2,003 | 15.1 | HDX | 2026-04-09 |
Streets | street_density_index_city_core | Street density index – City core | index | -1.283347 | 36.816657 | 289 | KE | Nairobi | 2,013 | 0.217 | HDX | 2026-04-09 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 1 | 38 | 289 | KE | Kenya | 1,994 | 3.1 | HDX | 2026-04-09 |
Population | under_5_mortality_rate | Under-Five mortality rate (Deaths per 1000 live births) | n | 1 | 38 | 289 | KE | Kenya | 2,000 | 117 | HDX | 2026-04-09 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 1 | 38 | 289 | KE | Kenya | 1,980 | 3.78 | HDX | 2026-04-09 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 1 | 38 | 289 | KE | Kenya | 1,990 | 3.1 | HDX | 2026-04-09 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 1 | 38 | 289 | KE | Kenya | 2,038 | 1.59 | HDX | 2026-04-09 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 1 | 38 | 289 | KE | Kenya | 2,020 | 2.02 | HDX | 2026-04-09 |
Slum dwellers | pump_borehole | Access to pump/borehole | p | 1 | 38 | 289 | KE | Kenya | 1,993 | 0.9 | HDX | 2026-04-09 |
Health | children_with_diarrhea_slum | Proportion of children with diarrhea in last two weeks – Slum | p | 1 | 38 | 289 | KE | Kenya | 2,003 | 19.2 | HDX | 2026-04-09 |
Population | under_5_mortality_rate | Under-Five mortality rate (Deaths per 1000 live births) | n | 1 | 38 | 289 | KE | Kenya | 1,990 | 97 | HDX | 2026-04-09 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 1 | 38 | 289 | KE | Kenya | 1,976 | 3.73 | HDX | 2026-04-09 |
City prosperity | cpi_5_dimensions | City Prosperity Index with 5 dimensions | p | -1.283347 | 36.816657 | 289 | KE | Nairobi | 2,012 | 0.593 | HDX | 2026-04-09 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 1 | 38 | 289 | KE | Kenya | 2,027 | 1.86 | HDX | 2026-04-09 |
Population | number_of_cities_500k_1_million | Number of cities by country – 500 000 to 1 million inhabitants | n | 1 | 38 | 289 | KE | Kenya | 1,980 | 1 | HDX | 2026-04-09 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 1 | 38 | 289 | KE | Kenya | 2,032 | 1.74 | HDX | 2026-04-09 |
Slum dwellers | improved_flush_toilet | Access to improved flush toilet | p | 1 | 38 | 289 | KE | Kenya | 1,998 | 43.1 | HDX | 2026-04-09 |
Population | number_of_cities_5_10_million | Number of cities by country – 5 to 10 million inhabitants | n | 1 | 38 | 289 | KE | Kenya | 2,025 | 1 | HDX | 2026-04-09 |
Slum dwellers | households_solid_waste_bury_urban | Proportion of households who bury solid waste – Urban | p | 1 | 38 | 289 | KE | Kenya | 2,003 | 12.3 | HDX | 2026-04-09 |
Transport | owner_bicycle_urban_area | Ownership of bicycle – urban area | p | 1 | 38 | 289 | KE | Kenya | 1,998 | 15.3 | HDX | 2026-04-09 |
Population | under_5_mortality_rate | Under-Five mortality rate (Deaths per 1000 live births) | n | 1 | 38 | 289 | KE | Kenya | 1,970 | 156 | HDX | 2026-04-09 |
Slum dwellers | rainwater | Access to rainwater | p | 1 | 38 | 289 | KE | Kenya | 1,993 | 0.6 | HDX | 2026-04-09 |
Slum dwellers | urban_population_percentage_5m_to_10m | Percentage of urban population (by country) – 5 to 10 million inhabitants | p | 1 | 38 | 289 | KE | Kenya | 2,025 | 34.63 | HDX | 2026-04-09 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 1 | 38 | 289 | KE | Kenya | 2,036 | 1.59 | HDX | 2026-04-09 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 1 | 38 | 289 | KE | Kenya | 1,967 | 3.37 | HDX | 2026-04-09 |
Streets | proportion_land_allocated_to_street_city_core | Proportion of land allocated to street – city core | p | -1.283347 | 36.816657 | 289 | KE | Nairobi | 2,013 | 11.5 | HDX | 2026-04-09 |
Transport | owner_bicycle_urban_area | Ownership of bicycle – urban area | p | 1 | 38 | 289 | KE | Kenya | 2,008 | 17.7 | HDX | 2026-04-09 |
Population | number_of_cities_500k_1_million | Number of cities by country – 500 000 to 1 million inhabitants | n | 1 | 38 | 289 | KE | Kenya | 2,005 | 1 | HDX | 2026-04-09 |
Education | net_enrolment_rate_slum | Net enrolment rate in primary education in urban and rural areas (Male) – Slum | p | 1 | 38 | 289 | KE | Kenya | 1,993 | 76.4 | HDX | 2026-04-09 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 1 | 38 | 289 | KE | Kenya | 2,015 | 2.26 | HDX | 2026-04-09 |
Population | death_per_1000_live_births | Deaths per 1000 live births | n | 1 | 38 | 289 | KE | Kenya | 1,995 | 72 | HDX | 2026-04-09 |
Transport | passengers_carried_by_air | Passengers carried by air | 1000 | 1 | 38 | 289 | KE | Kenya | 2,004 | 2,005 | HDX | 2026-04-09 |
Slum dwellers | slum_population | Slum population – Urban | 1000 | 1 | 38 | 289 | KE | Kenya | 2,005 | 4,044 | HDX | 2026-04-09 |
Health | children_with_diarrhea_slum | Proportion of children with diarrhea in last two weeks – Slum | p | 1 | 38 | 289 | KE | Kenya | 1,993 | 18.1 | HDX | 2026-04-09 |
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