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
Slum dwellers
improved_flush_toilet
Access to improved flush toilet
p
1
38
289
KE
Kenya
1,993
44.8
HDX
2026-04-09
Resilience
number_of_droughts
Average annual number of events in droughts
n
1
38
289
KE
Kenya
1,980
0.29
HDX
2026-04-09
Transport
owner_bicycle_urban_area
Ownership of bicycle – urban area
p
1
38
289
KE
Kenya
1,993
16.9
HDX
2026-04-09
Population
population_estimate_urban_agglomerations
Population estimate of urban agglomeration
n
-1.283347
36.816657
289
KE
Nairobi
2,013
4,457,000
HDX
2026-04-09
Slum dwellers
income_gini_coefficient_cities
Income Gini Coefficient – Cities
r
-0.669586
34.759987
289
KE
Kisii
2,006
0.473
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
1,960
3.2
HDX
2026-04-09
Population
population
Total population
1000
1
38
289
KE
Kenya
2,015
46,167
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
2,013
2.55
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
2,049
1.26
HDX
2026-04-09
Slum dwellers
improved_sanitation_countries
Proportion of population with access to improved sanitation – Countries
p
1
38
289
KE
Kenya
2,003
73.1
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
2,030
2.06
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
2,022
2.02
HDX
2026-04-09
Slum dwellers
improved_pit_latrine
Access to improved pit latrine
p
1
38
289
KE
Kenya
2,003
11.7
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
1,981
3.78
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
2,005
37.74
HDX
2026-04-09
Health
children_with_diarrhea_total
Proportion of children with diarrhea in last two weeks – Total
p
1
38
289
KE
Kenya
1,998
17.1
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
1,974
3.62
HDX
2026-04-09
Population
urban_population_countries
Urban population – Countries
1000
1
38
289
KE
Kenya
2,020
13,735
HDX
2026-04-09
Population
rural_population
Rural population
1000
1
38
289
KE
Kenya
1,995
22,187
HDX
2026-04-09
Slum dwellers
public_tap_pump_borehole
Access to public tap/pump/borehole
p
1
38
289
KE
Kenya
2,003
21.8
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
1,995
0.79
HDX
2026-04-09
Health
hiv_prevalence_15_to_49_year
HIV prevalence among population 15-49 year
p
1
38
289
KE
Kenya
2,003
6.7
HDX
2026-04-09
Transport
owner_bicycle_total
Ownership of bicycle – total
p
1
38
289
KE
Kenya
1,993
22.1
HDX
2026-04-09
Health
children_with_diarrhea_non_slum
Proportion of children with diarrhea in last two weeks – Non-slum
p
1
38
289
KE
Kenya
1,993
10.8
HDX
2026-04-09
Slum dwellers
protected_well
Access to protected well
p
1
38
289
KE
Kenya
2,003
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
2,000
52.66
HDX
2026-04-09
Population
urban_population_countries
Urban population – Countries
1000
1
38
289
KE
Kenya
1,980
2,558
HDX
2026-04-09
Population
urban_population_countries
Urban population – Countries
1000
1
38
289
KE
Kenya
2,050
40,798
HDX
2026-04-09
Slum dwellers
piped_water
Access to piped water
p
1
38
289
KE
Kenya
2,003
49.4
HDX
2026-04-09
Population
under_5_mortality_rate
Under-Five mortality rate (Deaths per 1000 live births)
n
1
38
289
KE
Kenya
1,960
205
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
2,030
1.74
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
1,954
2.78
HDX
2026-04-09
Population
population
Total population
1000
1
38
289
KE
Kenya
2,005
35,599
HDX
2026-04-09
Health
children_with_diarrhea_rural
Proportion of children with diarrhea in last two weeks – Rural
p
1
38
289
KE
Kenya
1,993
14.1
HDX
2026-04-09
Education
net_enrolment_rate_2_shelter_deprivation
Net enrolment rate in primary education in urban and rural areas (Male) – 2 Shelter deprivation
p
1
38
289
KE
Kenya
2,003
81.8
HDX
2026-04-09
Slum dwellers
expenditure_gini_coefficient_cities
Expenditure Gini Coefficient – Cities
r
-0.669586
34.759987
289
KE
Kisii
2,006
0.39
HDX
2026-04-09
Population
rural_population
Rural population
1000
1
38
289
KE
Kenya
1,965
8,705
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
1,989
3.51
HDX
2026-04-09
Resilience
loss_lives_by_droughts
Annual average loss of lives in draughts
n
1
38
289
KE
Kenya
1,980
4.05
HDX
2026-04-09
Population
urban_population_countries
Urban population – Countries
1000
1
38
289
KE
Kenya
2,007
7,982
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
1,998
2.65
HDX
2026-04-09
Transport
owner_motorcycle_total
Ownership of motorcycle – total
p
1
38
289
KE
Kenya
2,003
0.7
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
2,025
2.17
HDX
2026-04-09
Slum dwellers
slum_population
Slum population – Urban
1000
1
38
289
KE
Kenya
1,995
2,848
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
2,023
2.02
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
1,985
67.38
HDX
2026-04-09
Slum dwellers
slum_population
Slum population – Urban
1000
1
38
289
KE
Kenya
1,990
2,345
HDX
2026-04-09
Population
rural_population
Rural population
1000
1
38
289
KE
Kenya
2,050
43,959
HDX
2026-04-09
Slum dwellers
urban_population_share_national
Share in national urban population
p
-4.040026
39.689918
289
KE
Mombasa
2,010
9.8
HDX
2026-04-09
Population
population
Total population
1000
1
38
289
KE
Kenya
2,025
57,176
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
2,037
1.59
HDX
2026-04-09
Population
population
Total population
1000
1
38
289
KE
Kenya
1,965
9,524
HDX
2026-04-09
Slum dwellers
piped_water
Access to piped water
p
1
38
289
KE
Kenya
1,998
58.2
HDX
2026-04-09
Population
pop_urban_percentage
Percentage of national population living in urban areas
p
1
38
289
KE
Kenya
2,007
21.3
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
2,010
1.66
HDX
2026-04-09
Population
population
Total population
1000
1
38
289
KE
Kenya
1,975
13,512
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
2,015
5,248
HDX
2026-04-09
Population
urban_population_countries
Urban population – Countries
1000
1
38
289
KE
Kenya
2,035
25,076
HDX
2026-04-09
Population
urban_population_countries
Urban population – Countries
1000
1
38
289
KE
Kenya
1,965
820
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
1,998
79.3
HDX
2026-04-09
Streets
composite_street_connectivity_index_sub_urban_area
Composite Street Connectivity Index – suburban area
index
-1.283347
36.816657
289
KE
Nairobi
2,013
0.063
HDX
2026-04-09
Education
net_enrolment_rate_non_slum
Net enrolment rate in primary education in urban and rural areas (Male) – Non slum
p
1
38
289
KE
Kenya
1,993
72.2
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
1,998
79.3
HDX
2026-04-09
Slum dwellers
pit_latrine_without_slab
Access to pit latrine without slab
p
1
38
289
KE
Kenya
1,998
42.3
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
2,000
2.6
HDX
2026-04-09
Population
population
Total population
1000
1
38
289
KE
Kenya
2,045
79,596
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
1,995
54.8
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
2,035
1.94
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
1,995
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
2,035
1.59
HDX
2026-04-09
Slum dwellers
improved_toilet
Access to improved toilet
p
1
38
289
KE
Kenya
2,003
73.5
HDX
2026-04-09
Population
urban_agglomeration_population_density
Urban agglomeration population density (population/km²)
n
-1.283347
36.816657
289
KE
Nairobi
2,013
8,000
HDX
2026-04-09
City prosperity
cpi_infrastructure_index
Infrastructure Development index
p
-1.283347
36.816657
289
KE
Nairobi
2,012
0.86
HDX
2026-04-09
Slum dwellers
improved_sanitation_countries
Proportion of population with access to improved sanitation – Countries
p
1
38
289
KE
Kenya
1,998
74
HDX
2026-04-09
City prosperity
cpi_productivity_index
Productivity index
p
-1.283347
36.816657
289
KE
Nairobi
2,013
0.481
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
1,960
100
HDX
2026-04-09
Population
urban_population_cities
Urban population – Cities
1000
-1.283347
36.816657
289
KE
Nairobi
2,020
4,939
HDX
2026-04-09
Population
rural_population
Rural population
1000
1
38
289
KE
Kenya
2,007
29,556
HDX
2026-04-09
Slum dwellers
public_tap_pump_borehole
Access to public tap/pump/borehole
p
1
38
289
KE
Kenya
1,993
31.4
HDX
2026-04-09
Transport
owner_motorcycle_urban_area
Ownership of motorcycle – urban area
p
1
38
289
KE
Kenya
1,998
1.8
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
2,005
51.14
HDX
2026-04-09
Transport
owner_bicycle_rural
Ownership of bicycle – rural area
p
1
38
289
KE
Kenya
1,993
23.3
HDX
2026-04-09
Population
urban_population_countries
Urban population – Countries
1000
1
38
289
KE
Kenya
2,005
7,384
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
1,999
2.65
HDX
2026-04-09
Population
rural_population
Rural population
1000
1
38
289
KE
Kenya
1,990
19,174
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
2,014
2.55
HDX
2026-04-09
Population
population
Total population
1000
1
38
289
KE
Kenya
1,980
16,282
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
2,020
2.19
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
2,043
1.42
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
2,039
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
1,957
3
HDX
2026-04-09
Slum dwellers
distribution_of_solid_cooking_fuel_non_slum
Percent distribution of solid cooking fuel – Non slum
p
1
38
289
KE
Kenya
2,003
20.2
HDX
2026-04-09
Transport
owner_motorcycle_total
Ownership of motorcycle – total
p
1
38
289
KE
Kenya
1,998
0.9
HDX
2026-04-09
Population
population
Total population
1000
1
38
289
KE
Kenya
1,960
8,115
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
1,950
2.77
HDX
2026-04-09
Population
rural_population
Rural population
1000
1
38
289
KE
Kenya
1,980
13,725
HDX
2026-04-09
Slum dwellers
rainwater
Access to rainwater
p
1
38
289
KE
Kenya
2,003
0.7
HDX
2026-04-09
Population
infant_mortality_rate
Infant Mortality rate (Deaths per 1000 live births)
n
1
38
289
KE
Kenya
1,990
64
HDX
2026-04-09
Population
rural_population
Rural population
1000
1
38
289
KE
Kenya
1,985
16,333
HDX
2026-04-09
Population
percentage_of_international_migrants
Percentage of international migrants
p
1
38
289
KE
Kenya
1,995
1.3
HDX
2026-04-09