category stringclasses 9
values | indicator stringlengths 9 50 | indicator_friendly stringlengths 11 98 | type_data stringclasses 4
values | latitude float64 5.55 8 | longitude float64 -2 -0.22 | region_id float64 289 289 | country_id stringclasses 1
value | name stringclasses 3
values | year float64 1.95k 2.05k | value float64 0.29 3.93M | esa_source stringclasses 1
value | esa_processed stringdate 2026-04-11 00:00:00 2026-04-11 00:00:00 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Slum dwellers | improved_flush_toilet | Access to improved flush toilet | p | 8 | -2 | 289 | GH | Ghana | 2,006 | 23.6 | HDX | 2026-04-11 |
City prosperity | cpi_5_dimensions | City Prosperity Index with 5 dimensions | p | 5.550035 | -0.216716 | 289 | GH | Accra | 2,012 | 0.56 | HDX | 2026-04-11 |
Slum dwellers | urban_population_percentage_1m_5m | Percentage of urban population (by country) – 1 to 5 million inhabitants | p | 8 | -2 | 289 | GH | Ghana | 2,015 | 31.96 | HDX | 2026-04-11 |
Education | net_enrolment_rate_slum | Net enrolment rate in primary education in urban and rural areas (Male) – Slum | p | 8 | -2 | 289 | GH | Ghana | 1,999 | 84.1 | HDX | 2026-04-11 |
Transport | owner_bicycle_rural | Ownership of bicycle – rural area | p | 8 | -2 | 289 | GH | Ghana | 2,003 | 29.1 | HDX | 2026-04-11 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 8 | -2 | 289 | GH | Ghana | 2,031 | 1.21 | HDX | 2026-04-11 |
Transport | owner_motorcycle_total | Ownership of motorcycle – total | p | 8 | -2 | 289 | GH | Ghana | 1,993 | 1.1 | HDX | 2026-04-11 |
Health | children_with_diarrhea_urban | Proportion of children with diarrhea in last two weeks – Urban | p | 8 | -2 | 289 | GH | Ghana | 1,999 | 16.7 | HDX | 2026-04-11 |
Slum dwellers | literacy_rate_women_1_shelter_deprivation | Literacy rate by shelter deprivation (Women) – 1 Shelter deprivation | p | 8 | -2 | 289 | GH | Ghana | 1,993 | 61.8 | HDX | 2026-04-11 |
Transport | owner_motorcycle_urban_area | Ownership of motorcycle – urban area | p | 8 | -2 | 289 | GH | Ghana | 2,008 | 4.7 | HDX | 2026-04-11 |
Population | avg_annual_rate_change_percentage_urban | Average annual rate of change of population – Urban | p | 8 | -2 | 289 | GH | Ghana | 2,000 | 1.66 | HDX | 2026-04-11 |
Slum dwellers | literacy_rate_women_slum | Literacy rate by shelter deprivation (Women) – Slum | p | 8 | -2 | 289 | GH | Ghana | 1,993 | 58.1 | HDX | 2026-04-11 |
Population | under_5_mortality_rate | Under-Five mortality rate (Deaths per 1000 live births) | n | 8 | -2 | 289 | GH | Ghana | 2,000 | 111.5 | HDX | 2026-04-11 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 8 | -2 | 289 | GH | Ghana | 2,001 | 2.24 | HDX | 2026-04-11 |
Slum dwellers | protected_well | Access to protected well | p | 8 | -2 | 289 | GH | Ghana | 2,006 | 5.8 | HDX | 2026-04-11 |
Population | urban_population_cities | Urban population – Cities | 1000 | 5.550035 | -0.216716 | 289 | GH | Accra | 2,010 | 2,469 | HDX | 2026-04-11 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 8 | -2 | 289 | GH | Ghana | 1,988 | 2.9 | HDX | 2026-04-11 |
Slum dwellers | urban_slum_population_countries | Urban slum population – Countries | 1000 | 8 | -2 | 289 | GH | Ghana | 2,007 | 4,817 | HDX | 2026-04-11 |
Transport | owner_motorcycle_urban_area | Ownership of motorcycle – urban area | p | 8 | -2 | 289 | GH | Ghana | 1,998 | 1.6 | HDX | 2026-04-11 |
City prosperity | cpi_environment_index | Environmental Sustainability index | p | 5.550035 | -0.216716 | 289 | GH | Accra | 2,013 | 0.728 | HDX | 2026-04-11 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 8 | -2 | 289 | GH | Ghana | 2,034 | 1.21 | HDX | 2026-04-11 |
Population | urban_population_cities | Urban population – Cities | 1000 | 6.689991 | -1.630014 | 289 | GH | Kumasi | 2,010 | 1,935 | HDX | 2026-04-11 |
Population | death_per_1000_live_births | Deaths per 1000 live births | n | 8 | -2 | 289 | GH | Ghana | 1,980 | 92.31 | HDX | 2026-04-11 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 8 | -2 | 289 | GH | Ghana | 2,045 | 0.8 | HDX | 2026-04-11 |
Slum dwellers | pit_latrine_with_slab_or_covered_latrine | Access to slab or covered pit latrine | p | 8 | -2 | 289 | GH | Ghana | 2,006 | 12.7 | HDX | 2026-04-11 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 8 | -2 | 289 | GH | Ghana | 1,985 | 2.9 | HDX | 2026-04-11 |
Slum dwellers | urban_population_percentage_fewer_500k | Percentage of urban population (by country) – Fewer than 500 000 inhabitants | p | 8 | -2 | 289 | GH | Ghana | 2,015 | 68.04 | HDX | 2026-04-11 |
Slum dwellers | improved_water_sustainable_access_cities | Proportion of population with sustainable access to an improved water source – Cities | p | 5.550035 | -0.216716 | 289 | GH | Accra | 1,999 | 97.7 | HDX | 2026-04-11 |
Population | population_cities_by_country_1m_5m | Population in cities by country – cities with 1 to 5 million inhabitants | 1000 | 8 | -2 | 289 | GH | Ghana | 1,995 | 1,415 | HDX | 2026-04-11 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 8 | -2 | 289 | GH | Ghana | 1,950 | 3.05 | HDX | 2026-04-11 |
Population | urban_population_cities | Urban population – Cities | 1000 | 6.689991 | -1.630014 | 289 | GH | Kumasi | 2,000 | 1,187 | HDX | 2026-04-11 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 8 | -2 | 289 | GH | Ghana | 2,032 | 1.21 | HDX | 2026-04-11 |
Population | population | Total population | 1000 | 8 | -2 | 289 | GH | Ghana | 2,000 | 20,148 | HDX | 2026-04-11 |
Slum dwellers | pit_latrine_without_slab | Access to pit latrine without slab | p | 8 | -2 | 289 | GH | Ghana | 2,006 | 6.6 | HDX | 2026-04-11 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 8 | -2 | 289 | GH | Ghana | 2,030 | 1.21 | HDX | 2026-04-11 |
Population | urban_population_countries | Urban population – Countries | 1000 | 8 | -2 | 289 | GH | Ghana | 2,015 | 15,021 | HDX | 2026-04-11 |
Population | avg_annual_rate_change_percentage_urban | Average annual rate of change of population – Urban | p | 8 | -2 | 289 | GH | Ghana | 1,960 | 2.29 | HDX | 2026-04-11 |
Transport | owner_bicycle_urban_area | Ownership of bicycle – urban area | p | 8 | -2 | 289 | GH | Ghana | 2,003 | 16 | HDX | 2026-04-11 |
Transport | owner_bicycle_rural | Ownership of bicycle – rural area | p | 8 | -2 | 289 | GH | Ghana | 1,993 | 19.4 | HDX | 2026-04-11 |
Population | number_of_cities_1_5_million | Number of cities by country – 1 to 5 million inhabitants | n | 8 | -2 | 289 | GH | Ghana | 2,020 | 2 | HDX | 2026-04-11 |
Slum dwellers | literacy_rate_women_urban | Literacy rate by shelter deprivation (Women) – Urban | p | 8 | -2 | 289 | GH | Ghana | 1,993 | 62.3 | HDX | 2026-04-11 |
Education | net_enrolment_rate_urban | Net enrolment rate in primary education in urban and rural areas (Male) – Urban | p | 8 | -2 | 289 | GH | Ghana | 1,993 | 88.2 | HDX | 2026-04-11 |
Population | urban_population_countries | Urban population – Countries | 1000 | 8 | -2 | 289 | GH | Ghana | 1,965 | 2,135 | HDX | 2026-04-11 |
Streets | percentage_of_roads | Percentage of roads measured in length | p | 8 | -2 | 289 | GH | Ghana | 2,000 | 17.9 | HDX | 2026-04-11 |
Slum dwellers | literacy_rate_women_rural | Literacy rate by shelter deprivation (Women) – Rural | p | 8 | -2 | 289 | GH | Ghana | 1,999 | 47.2 | HDX | 2026-04-11 |
Slum dwellers | households_solid_waste_other_disposal_slum | Proportion of households who use other source disposal of solid waste – Slum | p | 8 | -2 | 289 | GH | Ghana | 2,003 | 58.5 | HDX | 2026-04-11 |
Slum dwellers | improved_water_sustainable_access_cities | Proportion of population with sustainable access to an improved water source – Cities | p | 5.550035 | -0.216716 | 289 | GH | Accra | 2,003 | 88.5 | HDX | 2026-04-11 |
Population | population_cities_by_country_1m_5m | Population in cities by country – cities with 1 to 5 million inhabitants | 1000 | 8 | -2 | 289 | GH | Ghana | 2,000 | 2,861 | HDX | 2026-04-11 |
Slum dwellers | slum_population | Slum population – Urban | 1000 | 8 | -2 | 289 | GH | Ghana | 2,007 | 4,945 | HDX | 2026-04-11 |
Slum dwellers | pit_latrine_without_slab | Access to pit latrine without slab | p | 8 | -2 | 289 | GH | Ghana | 2,003 | 26.7 | HDX | 2026-04-11 |
Slum dwellers | urban_population_percentage_fewer_500k | Percentage of urban population (by country) – Fewer than 500 000 inhabitants | p | 8 | -2 | 289 | GH | Ghana | 1,980 | 75.69 | HDX | 2026-04-11 |
Slum dwellers | durable_housing_urban_population_cities | Proportion of urban population with durable housing – Cities | p | 5.550035 | -0.216716 | 289 | GH | Accra | 1,990 | 99.5 | HDX | 2026-04-11 |
Slum dwellers | public_tap_pump_borehole | Access to public tap/pump/borehole | p | 8 | -2 | 289 | GH | Ghana | 1,998 | 42.6 | HDX | 2026-04-11 |
Population | rural_population | Rural population | 1000 | 8 | -2 | 289 | GH | Ghana | 2,040 | 11,341 | HDX | 2026-04-11 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 8 | -2 | 289 | GH | Ghana | 2,046 | 0.8 | HDX | 2026-04-11 |
City prosperity | cpi_composite_street_connectivity_index | Composite Street Connectivity Index | index | 5.550035 | -0.216716 | 289 | GH | Accra | 2,013 | 0.287 | HDX | 2026-04-11 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 8 | -2 | 289 | GH | Ghana | 1,998 | 2.38 | HDX | 2026-04-11 |
Education | net_enrolment_rate_rural | Net enrolment rate in primary education in urban and rural areas (Male) – Rural | p | 8 | -2 | 289 | GH | Ghana | 1,999 | 70.5 | HDX | 2026-04-11 |
Slum dwellers | pit_latrine_without_slab | Access to pit latrine without slab | p | 8 | -2 | 289 | GH | Ghana | 1,993 | 29.2 | HDX | 2026-04-11 |
Population | population | Total population | 1000 | 8 | -2 | 289 | GH | Ghana | 2,005 | 22,535 | HDX | 2026-04-11 |
City prosperity | cpi_quality_of_live_index | Quality of life index | p | 5.550035 | -0.216716 | 289 | GH | Accra | 2,013 | 0.592 | HDX | 2026-04-11 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 8 | -2 | 289 | GH | Ghana | 1,975 | 1.97 | HDX | 2026-04-11 |
Slum dwellers | urban_population_percentage_fewer_500k | Percentage of urban population (by country) – Fewer than 500 000 inhabitants | p | 8 | -2 | 289 | GH | Ghana | 1,955 | 100 | HDX | 2026-04-11 |
Slum dwellers | improved_pit_latrine | Access to improved pit latrine | p | 8 | -2 | 289 | GH | Ghana | 1,998 | 36.9 | HDX | 2026-04-11 |
Population | urban_population_countries | Urban population – Countries | 1000 | 8 | -2 | 289 | GH | Ghana | 2,030 | 22,145 | HDX | 2026-04-11 |
Slum dwellers | slum_population | Slum population – Urban | 1000 | 8 | -2 | 289 | GH | Ghana | 1,995 | 4,221 | HDX | 2026-04-11 |
Streets | paved_street | Paved streets as share of all streets (%) | p | 5.550035 | -0.216716 | 289 | GH | Accra | 2,012 | 50 | HDX | 2026-04-11 |
Slum dwellers | urban_population_percentage_fewer_500k | Percentage of urban population (by country) – Fewer than 500 000 inhabitants | p | 8 | -2 | 289 | GH | Ghana | 2,010 | 67.55 | HDX | 2026-04-11 |
Population | rural_population | Rural population | 1000 | 8 | -2 | 289 | GH | Ghana | 2,015 | 12,272 | HDX | 2026-04-11 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 8 | -2 | 289 | GH | Ghana | 1,954 | 3.05 | HDX | 2026-04-11 |
Transport | total_number_of_motor_vehicles | Total number of motor vehicles (per 1000 population) | n | 8 | -2 | 289 | GH | Ghana | 1,990 | 8 | HDX | 2026-04-11 |
Population | rural_population | Rural population | 1000 | 8 | -2 | 289 | GH | Ghana | 2,050 | 10,203 | HDX | 2026-04-11 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 8 | -2 | 289 | GH | Ghana | 2,027 | 1.35 | HDX | 2026-04-11 |
Population | population_cities_by_country_1m_5m | Population in cities by country – cities with 1 to 5 million inhabitants | 1000 | 8 | -2 | 289 | GH | Ghana | 2,015 | 4,800 | HDX | 2026-04-11 |
Slum dwellers | urban_population_share_national | Share in national urban population | p | 5.550035 | -0.216716 | 289 | GH | Accra | 2,000 | 19.9 | HDX | 2026-04-11 |
Population | avg_annual_rate_change_percentage_urban | Average annual rate of change of population – Urban | p | 8 | -2 | 289 | GH | Ghana | 1,950 | 4.24 | HDX | 2026-04-11 |
Transport | owner_bicycle_total | Ownership of bicycle – total | p | 8 | -2 | 289 | GH | Ghana | 1,993 | 16.1 | HDX | 2026-04-11 |
Population | urban_population_countries | Urban population – Countries | 1000 | 8 | -2 | 289 | GH | Ghana | 1,955 | 1,166 | HDX | 2026-04-11 |
Population | rural_population | Rural population | 1000 | 8 | -2 | 289 | GH | Ghana | 2,010 | 12,079 | HDX | 2026-04-11 |
Population | number_of_cities_500k_1_million | Number of cities by country – 500 000 to 1 million inhabitants | n | 8 | -2 | 289 | GH | Ghana | 1,980 | 1 | HDX | 2026-04-11 |
Slum dwellers | pit_latrine_without_slab | Access to pit latrine without slab | p | 8 | -2 | 289 | GH | Ghana | 1,998 | 35.4 | HDX | 2026-04-11 |
Slum dwellers | urban_population_percentage_fewer_500k | Percentage of urban population (by country) – Fewer than 500 000 inhabitants | p | 8 | -2 | 289 | GH | Ghana | 1,990 | 66.66 | HDX | 2026-04-11 |
Population | number_of_cities_500k_1_million | Number of cities by country – 500 000 to 1 million inhabitants | n | 8 | -2 | 289 | GH | Ghana | 2,025 | 1 | HDX | 2026-04-11 |
Population | rural_population | Rural population | 1000 | 8 | -2 | 289 | GH | Ghana | 2,000 | 11,292 | HDX | 2026-04-11 |
Slum dwellers | urban_population_share_national | Share in national urban population | p | 6.689991 | -1.630014 | 289 | GH | Kumasi | 2,010 | 15.5 | HDX | 2026-04-11 |
Population | urban_population_countries | Urban population – Countries | 1000 | 8 | -2 | 289 | GH | Ghana | 1,995 | 7,180 | HDX | 2026-04-11 |
Population | under_5_mortality_rate | Under-Five mortality rate (Deaths per 1000 live births) | n | 8 | -2 | 289 | GH | Ghana | 2,007 | 115.2 | HDX | 2026-04-11 |
Slum dwellers | literacy_rate_1_shelter_deprivation | Literacy rate by shelter deprivation – 1 Shelter deprivation | p | 8 | -2 | 289 | GH | Ghana | 1,993 | 61.8 | HDX | 2026-04-11 |
Slum dwellers | households_solid_waste_bury_urban | Proportion of households who bury solid waste – Urban | p | 8 | -2 | 289 | GH | Ghana | 2,003 | 2.7 | HDX | 2026-04-11 |
Slum dwellers | improved_pit_latrine | Access to improved pit latrine | p | 8 | -2 | 289 | GH | Ghana | 1,993 | 27.8 | HDX | 2026-04-11 |
City prosperity | cpi_quality_of_live_index | Quality of life index | p | 5.550035 | -0.216716 | 289 | GH | Accra | 2,012 | 0.592 | HDX | 2026-04-11 |
Slum dwellers | protected_well | Access to protected well | p | 8 | -2 | 289 | GH | Ghana | 2,003 | 10.1 | HDX | 2026-04-11 |
Slum dwellers | households_solid_waste_collected_urban | Proportion of households whose solid waste is collected (by public or private services) – Urban | p | 8 | -2 | 289 | GH | Ghana | 2,003 | 39.6 | HDX | 2026-04-11 |
Slum dwellers | urban_slum_population_countries | Urban slum population – Countries | 1000 | 8 | -2 | 289 | GH | Ghana | 2,005 | 4,755 | HDX | 2026-04-11 |
City prosperity | cpi_infrastructure_index | Infrastructure Development index | p | 5.550035 | -0.216716 | 289 | GH | Accra | 2,012 | 0.737 | HDX | 2026-04-11 |
Streets | street_density_index_city_core | Street density index – City core | index | 5.550035 | -0.216716 | 289 | GH | Accra | 2,013 | 0.31 | HDX | 2026-04-11 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 8 | -2 | 289 | GH | Ghana | 1,967 | 2.03 | HDX | 2026-04-11 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 8 | -2 | 289 | GH | Ghana | 1,979 | 1.97 | HDX | 2026-04-11 |
Population | avg_annual_rate_change_percentage_total | Average annual rate of change of population – Total | p | 8 | -2 | 289 | GH | Ghana | 2,007 | 1.99 | HDX | 2026-04-11 |
City prosperity | cpi_productivity_index | Productivity index | p | 5.550035 | -0.216716 | 289 | GH | Accra | 2,013 | 0.347 | HDX | 2026-04-11 |
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