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 | urban_population_percentage_1m_5m | Percentage of urban population (by country) – 1 to 5 million inhabitants | p | 8 | -2 | 289 | GH | Ghana | 2,020 | 31.35 | HDX | 2026-04-11 |
Slum dwellers | urban_population_share_national | Share in national urban population | p | 5.550035 | -0.216716 | 289 | GH | Accra | 2,020 | 20.7 | 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 | 2,020 | 1 | 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 | 1,965 | 2.11 | 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 | 1,985 | 22.83 | 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 | 1,984 | 3.37 | HDX | 2026-04-11 |
Slum dwellers | slum_proportion_living_urban | Percentage of slum population in urban area | p | 8 | -2 | 289 | GH | Ghana | 1,990 | 65.5 | 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 | 1,957 | 3.09 | HDX | 2026-04-11 |
Transport | owner_motorcycle_total | Ownership of motorcycle – total | p | 8 | -2 | 289 | GH | Ghana | 1,998 | 1.1 | HDX | 2026-04-11 |
Slum dwellers | literacy_rate_non_slum | Literacy rate by shelter deprivation – Non slum | p | 8 | -2 | 289 | GH | Ghana | 1,999 | 76.6 | 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 | 2,035 | 0.82 | HDX | 2026-04-11 |
Slum dwellers | improved_sanitation_cities | Proportion of population with access to improved sanitation – Cities | p | 5.550035 | -0.216716 | 289 | GH | Accra | 1,990 | 58.8 | 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 | 1,990 | 1.93 | HDX | 2026-04-11 |
Slum dwellers | improved_sanitation_countries | Proportion of population with access to improved sanitation – Countries | p | 8 | -2 | 289 | GH | Ghana | 1,993 | 57.5 | HDX | 2026-04-11 |
Education | net_enrolment_rate_non_slum | Net enrolment rate in primary education in urban and rural areas (Male) – Non slum | p | 8 | -2 | 289 | GH | Ghana | 1,993 | 86.1 | HDX | 2026-04-11 |
Population | population | Total population | 1000 | 8 | -2 | 289 | GH | Ghana | 2,045 | 40,233 | HDX | 2026-04-11 |
Transport | owner_motorcycle_total | Ownership of motorcycle – total | p | 8 | -2 | 289 | GH | Ghana | 2,003 | 2.1 | HDX | 2026-04-11 |
Slum dwellers | improved_pit_latrine | Access to improved pit latrine | p | 8 | -2 | 289 | GH | Ghana | 2,003 | 40.8 | HDX | 2026-04-11 |
Slum dwellers | improved_floor | Access to improved flooring | p | 8 | -2 | 289 | GH | Ghana | 1,993 | 98.6 | HDX | 2026-04-11 |
Population | urban_population_cities | Urban population – Cities | 1000 | 5.550035 | -0.216716 | 289 | GH | Accra | 2,000 | 1,674 | HDX | 2026-04-11 |
Slum dwellers | pump_borehole | Access to pump/borehole | p | 8 | -2 | 289 | GH | Ghana | 1,993 | 3.7 | 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 | 2,003 | 2.24 | 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 | 2,000 | 32.3 | HDX | 2026-04-11 |
Slum dwellers | literacy_rate_women_urban | Literacy rate by shelter deprivation (Women) – Urban | p | 8 | -2 | 289 | GH | Ghana | 1,999 | 72.7 | HDX | 2026-04-11 |
Slum dwellers | rainwater | Access to rainwater | p | 8 | -2 | 289 | GH | Ghana | 2,006 | 0.3 | 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 | 2,012 | 1.84 | HDX | 2026-04-11 |
Slum dwellers | urban_population_share_national | Share in national urban population | p | 6.689991 | -1.630014 | 289 | GH | Kumasi | 2,000 | 14.1 | 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 | 2,022 | 1.51 | 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 | 2,035 | 1.08 | HDX | 2026-04-11 |
City prosperity | cpi_equity_index | Equity Index | p | 5.550035 | -0.216716 | 289 | GH | Accra | 2,012 | 0.5 | 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 | 1,961 | 2.77 | HDX | 2026-04-11 |
Population | urban_population_countries | Urban population – Countries | 1000 | 8 | -2 | 289 | GH | Ghana | 2,025 | 19,713 | HDX | 2026-04-11 |
Population | rural_population | Rural population | 1000 | 8 | -2 | 289 | GH | Ghana | 2,005 | 11,772 | HDX | 2026-04-11 |
Slum dwellers | public_tap_pump_borehole | Access to public tap/pump/borehole | p | 8 | -2 | 289 | GH | Ghana | 2,006 | 39.1 | HDX | 2026-04-11 |
Slum dwellers | rainwater | Access to rainwater | p | 8 | -2 | 289 | GH | Ghana | 1,993 | 0.7 | HDX | 2026-04-11 |
Population | death_per_1000_live_births | Deaths per 1000 live births | n | 8 | -2 | 289 | GH | Ghana | 2,007 | 73.2 | HDX | 2026-04-11 |
Population | population | Total population | 1000 | 8 | -2 | 289 | GH | Ghana | 1,970 | 9,059 | HDX | 2026-04-11 |
Slum dwellers | piped_water | Access to piped water | p | 8 | -2 | 289 | GH | Ghana | 1,993 | 37.2 | 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 | 1,983 | 3.37 | HDX | 2026-04-11 |
Slum dwellers | households_solid_waste_collected_slum | Proportion of households whose solid waste is collected (by public or private services) – Slum | p | 8 | -2 | 289 | GH | Ghana | 2,003 | 28.2 | 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 | 2,000 | 67.7 | HDX | 2026-04-11 |
Population | urban_population_countries | Urban population – Countries | 1000 | 8 | -2 | 289 | GH | Ghana | 1,985 | 4,434 | HDX | 2026-04-11 |
Population | urban_population_countries | Urban population – Countries | 1000 | 8 | -2 | 289 | GH | Ghana | 1,950 | 810 | HDX | 2026-04-11 |
Population | base_year_population_estimate | Urban agglomeration base year population estimate | n | 5.550035 | -0.216716 | 289 | GH | Accra | 2,013 | 3,600,000 | HDX | 2026-04-11 |
Health | children_with_diarrhea_total | Proportion of children with diarrhea in last two weeks – Total | p | 8 | -2 | 289 | GH | Ghana | 1,999 | 17.9 | 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 | 1,999 | 2.38 | 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 | 1,995 | 19.71 | HDX | 2026-04-11 |
City prosperity | cpi_6_dimensions | City Prosperity Index with 6 dimensions | index | 5.550035 | -0.216716 | 289 | GH | Accra | 2,013 | 0.501 | HDX | 2026-04-11 |
Streets | total_road_network | Total road network (in km) | n | 8 | -2 | 289 | GH | Ghana | 2,000 | 57,613 | HDX | 2026-04-11 |
Education | net_enrolment_rate_2_shelter_deprivation | Net enrolment rate in primary education in urban and rural areas (Male) – 2 Shelter deprivation | p | 8 | -2 | 289 | GH | Ghana | 1,999 | 79.4 | HDX | 2026-04-11 |
Population | population | Total population | 1000 | 8 | -2 | 289 | GH | Ghana | 1,960 | 7,126 | 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 | 2,020 | 1.51 | 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 | 2,003 | 56.2 | 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 | 1,978 | 1.97 | 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 | 1,985 | 1 | HDX | 2026-04-11 |
Population | urban_population_countries | Urban population – Countries | 1000 | 8 | -2 | 289 | GH | Ghana | 2,010 | 12,811 | 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 | 2,038 | 1.08 | 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 | 1,987 | 2.9 | HDX | 2026-04-11 |
Health | children_with_diarrhea_non_slum | Proportion of children with diarrhea in last two weeks – Non-slum | p | 8 | -2 | 289 | GH | Ghana | 1,993 | 14.7 | HDX | 2026-04-11 |
Streets | street_length | Street length | n | 5.550035 | -0.216716 | 289 | GH | Accra | 2,012 | 1,899 | 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 | 2,005 | 32.54 | HDX | 2026-04-11 |
Population | population | Total population | 1000 | 8 | -2 | 289 | GH | Ghana | 2,025 | 31,993 | 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 | 2,013 | 1.84 | 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 | 1,985 | 65.16 | HDX | 2026-04-11 |
Population | population | Total population | 1000 | 8 | -2 | 289 | GH | Ghana | 2,035 | 36,375 | HDX | 2026-04-11 |
Health | children_with_diarrhea_slum | Proportion of children with diarrhea in last two weeks – Slum | p | 8 | -2 | 289 | GH | Ghana | 1,993 | 19.1 | HDX | 2026-04-11 |
Transport | owner_motorcycle_rural_area | Ownership of motorcycle – rural area | p | 8 | -2 | 289 | GH | Ghana | 1,998 | 0.9 | HDX | 2026-04-11 |
Slum dwellers | pump_borehole | Access to pump/borehole | p | 8 | -2 | 289 | GH | Ghana | 2,006 | 7.2 | 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 | 2,028 | 1.35 | HDX | 2026-04-11 |
Resilience | loss_of_lives_in_floods | Average annual loss of lives in floods | n | 8 | -2 | 289 | GH | Ghana | 1,980 | 9.95 | 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 | 2,023 | 1.51 | HDX | 2026-04-11 |
Transport | owner_bicycle_rural | Ownership of bicycle – rural area | p | 8 | -2 | 289 | GH | Ghana | 2,008 | 31.2 | HDX | 2026-04-11 |
Transport | owner_motorcycle_rural_area | Ownership of motorcycle – rural area | p | 8 | -2 | 289 | GH | Ghana | 1,993 | 0.9 | 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 | 1,995 | 1 | HDX | 2026-04-11 |
Population | has_telephone | Access to telephone | p | 8 | -2 | 289 | GH | Ghana | 2,003 | 14.3 | HDX | 2026-04-11 |
Population | urban_agglomeration_population_density | Urban agglomeration population density (population/km²) | n | 5.550035 | -0.216716 | 289 | GH | Accra | 2,013 | 4,200 | HDX | 2026-04-11 |
Population | urban_population_countries | Urban population – Countries | 1000 | 8 | -2 | 289 | GH | Ghana | 2,040 | 27,046 | HDX | 2026-04-11 |
Population | urban_population_countries | Urban population – Countries | 1000 | 8 | -2 | 289 | GH | Ghana | 1,970 | 2,625 | 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 | 1,998 | 99.7 | 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 | 1,975 | 0.72 | HDX | 2026-04-11 |
Slum dwellers | urban_slum_population_countries | Urban slum population – Countries | 1000 | 8 | -2 | 289 | GH | Ghana | 1,990 | 3,571 | HDX | 2026-04-11 |
Slum dwellers | literacy_rate_non_slum | Literacy rate by shelter deprivation – Non slum | p | 8 | -2 | 289 | GH | Ghana | 1,993 | 68.8 | HDX | 2026-04-11 |
Population | urban_population_countries | Urban population – Countries | 1000 | 8 | -2 | 289 | GH | Ghana | 2,050 | 31,678 | 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 | 1,989 | 2.9 | HDX | 2026-04-11 |
Transport | owner_motorcycle_total | Ownership of motorcycle – total | p | 8 | -2 | 289 | GH | Ghana | 2,008 | 4.5 | HDX | 2026-04-11 |
Transport | owner_bicycle_urban_area | Ownership of bicycle – urban area | p | 8 | -2 | 289 | GH | Ghana | 1,993 | 10.3 | 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 | 1,959 | 3.09 | 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 | 1,985 | 1 | HDX | 2026-04-11 |
Resilience | loss_of_lives_in_floods_per_million_population | Number of loss of lives in floods per million population | n | 8 | -2 | 289 | GH | Ghana | 1,980 | 0.6 | 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 | 1,972 | 2.61 | HDX | 2026-04-11 |
Population | rural_population | Rural population | 1000 | 8 | -2 | 289 | GH | Ghana | 1,965 | 6,052 | HDX | 2026-04-11 |
Slum dwellers | improved_sanitation_countries | Proportion of population with access to improved sanitation – Countries | p | 8 | -2 | 289 | GH | Ghana | 1,998 | 73 | HDX | 2026-04-11 |
Population | population_capital_cities | Population of capital cities | 1000 | 5.550035 | -0.216716 | 289 | GH | Accra | 2,007 | 2,121 | HDX | 2026-04-11 |
Resilience | number_of_refugees_by_country_of_asylum | Number of refugees by country of asylum | n | 8 | -2 | 289 | GH | Ghana | 2,005 | 53,537 | HDX | 2026-04-11 |
Slum dwellers | households_solid_waste_bury_slum | Proportion of households who bury solid waste – Slum | p | 8 | -2 | 289 | GH | Ghana | 2,003 | 3.9 | 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 | 1,999 | 70.8 | 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 | 1,960 | 100 | 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 | 2,005 | 1.5 | HDX | 2026-04-11 |
Population | rural_population | Rural population | 1000 | 8 | -2 | 289 | GH | Ghana | 2,020 | 12,337 | HDX | 2026-04-11 |
Slum dwellers | public_tap_pump_borehole | Access to public tap/pump/borehole | p | 8 | -2 | 289 | GH | Ghana | 2,003 | 39.1 | HDX | 2026-04-11 |
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