Data collections in this service

Name Description
Prevalence rates of cardiovascular diseases in London The mapping results of urban health outcomes (Prevalence rates of cardiovascular diseases) in 350m hexagonal grids of Inner London
Prevalence rates of obesity in London The mapping results of urban health outcomes (Prevalence rates of obesity) in 350m hexagonal grids of Inner London
Prevalence rates of depression in London The mapping results of urban health outcomes (Prevalence rates of depression) in 350m hexagonal grids of Inner London
Prevalence rates of mental health issues in London The mapping results of urban health outcomes (Prevalence rates of mental health issues) in 350m hexagonal grids of Inner London
Prevalence rates of dementia in London The mapping results of urban health outcomes (Prevalence rates of dementia) in 350m hexagonal grids of Inner London
Proportion of population with access to public open space in London The mapping results of urban health determinates (accessibility to public open space) in 350m hexagonal grids of Inner London
Normalized difference vegetation index (NDVI) in London The mapping results of urban health determinates (Normalized difference vegetation index (NDVI)) in 350m hexagonal grids of Inner London
Annual mean PM2.5 based on output areas average concentrations in London The mapping results of urban health determinates (Annual mean PM2.5 based on output areas average concentrations) in 350m hexagonal grids of Inner London
Annual mean PM10 based on output areas average concentrations in London The mapping results of urban health determinates (Annual mean PM10 based on output areas average concentrations) in 350m hexagonal grids of Inner London
Annual mean NO2 concentration in London The mapping results of urban health determinates (Annual mean NO2 concentration) in 350m hexagonal grids of Inner London
Annual average noise levels of rail noise in London The mapping results of urban health determinates (Annual average noise levels of rail noise) in 350m hexagonal grids of Inner London
Risk of flooding from rivers and seas in London The mapping results of urban health determinates (Risk of flooding from rivers and seas) in 350m hexagonal grids of Inner London
Major summer heat spots in London The mapping results of urban health determinates (Major summer heat spots) in 350m hexagonal grids of Inner London
Cycling routes density map in London The mapping results of urban health determinates (Cycling routes density map) in 350m hexagonal grids of Inner London
Land use diversity in London The mapping results of urban health determinates (Land use diversity) in 350m hexagonal grids of Inner London
Population density map in London The mapping results of urban health determinates (Population density map) in 350m hexagonal grids of Inner London
Map of the ratio of male in London The mapping results of urban health determinates (Male ratio) in 350m hexagonal grids of Inner London
Map of the ratio of elder people in London The mapping results of urban health determinates (Elder people ratio) in 350m hexagonal grids of Inner London
Map of ratio of active people in Inner London The mapping results of urban health determinates (Ratio of active people) in 350m hexagonal grids of Inner London
Map of number of recorded crimes in Inner London The mapping results of urban health determinates (Number of recorded crimes) in 350m hexagonal grids of Inner London
London outdoor walk test data: Air Quality Air Pressure Air Pressure data collected from Air Quality sensors during a test walk in London for benchmarking data acquisition platform.
London outdoor walk test data: Air Quality Air Quality Index Air Quality Index data collected from Air Quality sensors during a test walk in London for benchmarking data acquisition platform.
London outdoor walk test data: Air Quality Temperature Temperature data collected from Air Quality sensors during a test walk in London for benchmarking data acquisition platform.
London outdoor walk test data: Ambient Light Ambient Light data collected from Ambient Light sensors during a test walk in London for benchmarking data acquisition platform.
London outdoor walk test data: Synchronization pulses Raw synchronization traces collected from Analog Voltage sensors during a test walk in London for benchmarking data acquisition platform.
London outdoor walk test data: CO2 Concentration CO2 Concentration levels collected from CO2 sensors during a test walk in London for benchmarking data acquisition platform.
London outdoor walk test data: Humidity CO2 Humidity data collected from CO2 sensors during a test walk in London for benchmarking data acquisition platform.
London outdoor walk test data: Temperature CO2 Temperature data collected from CO2 sensors during a test walk in London for benchmarking data acquisition platform.
London outdoor walk test data: GPS Data Navigation traces collected from GPS sensors during a test walk in London for benchmarking data acquisition platform.
London outdoor walk test data: Humidity Humidity data collected from Humidity sensors during a test walk in London for benchmarking data acquisition platform.
London outdoor walk test data: Sound Pressure levels Sound Pressure Levels collected from environmental sensors during a test walk in London for benchmarking data acquisition platform.
Block Group Block Group
City Boundary City Boundary
Census Tracts Census Tracts
Gender Ratio Estimated ratio of male population to female population, between 2017-2021. The ratio is the number of males divided by the number of females, multiplied by 100 to obtain a percent.
Percentage, Ratio and Number of People Aged 65+ Number: Estimated count of the population age 65 years and older, between 2017-2021. Percentage: Estimated percent of the population age 65 years and older, between 2017-2021. Percentage calculations are suppressed in cases where the denominator of...
Per Capita Income Estimated per capita income.
Area Deprivation Index-State Area Deprivation Index state score in 2020. The Area Deprivation Index (ADI) ranks neighborhoods on the basis of socioeconomic disadvantage in the areas of income, education, employment, and housing quality. Areas with greater disadvantage are ranked...
Percentage of people with Disability Estimated percent of the civilian noninstitutionalized population with one or more types of disabilities, between 2017-2021. Percentage calculations are suppressed in cases where the denominator of the calculation was less than 10 of the unit that is...
Crude percent of adults with depression Crude percent of adults with depression in 2019. (Model-based estimate for crude prevalence of depression among adults aged >=18 years, 2019 AND Estimated confidence interval for crude prevalence of depression among adults aged >=18 years, 2019)
CrudeP - Chroni Obstructive Pulmonary Disease - Age Above 18 years Model-based estimate for crude prevalence of chronic obstructive pulmonary disease among adults aged >=18 years, 2019 AND Estimated confidence interval for crude prevalence of chronic obstructive pulmonary disease among adults aged >=18 years
CrudeP - Coronary Heart Disease - Age Above 18 years Model-based estimate for crude prevalence of coronary heart disease among adults aged >=18 years, 2019 AND Estimated confidence interval for crude prevalence of coronary heart disease among adults aged >=18 years
CrudeP - High Blood Pressure - Age Above 18 years Model-based estimate for crude prevalence of high blood pressure among adults aged >=18 years, 2019 AND Estimated confidence interval for crude prevalence of high blood pressure among adults aged >=18 years
CrudeP - Stroke -Age Above 18 Years Model-based estimate for crude prevalence of stroke among adults aged >=18 years, 2019 AND Estimated confidence interval for crude prevalence of stroke among adults aged >=18 years
CrudeP - Diabeties - Age Above 18 years Model-based estimate for crude prevalence of diagnosed diabetes among adults aged >=18 years, 2019 AND Estimated confidence interval for crude prevalence of diagnosed diabetes among adults aged >=18 years
CrudeP - No Leisure Time Physical Activity - Age Above 18 years Model-based estimate for crude prevalence of no leisure-time physical activity among adults aged >=18 years, 2019 AND Estimated confidence interval for crude prevalence of no leisure-time physical activity among adults aged >=18 years
Life Expectancy at birth The average number of years a person born in this tract would be expected to live, as of 2010 to 2015.
National Walkability Index National walkability index in 2021. The National Walkability Index identifies areas with mixtures of land use and transportation infrastructure that may encourage walking as a mode of transportation. This index is comprised of four ranked measures:...
Lansing crime data
Low Access to Food Low Access tracts, as of 2019. Includes tracts with at least 500 people or 33 percent of the population living more than .5 miles (in urban areas) or more than 10 miles (in rural areas) from the nearest supermarket, supercenter, or large grocery...
Low Income Low Access to Food Low Income and Low Access tracts, as of 2019. Includes low-income tracts with at least 500 people or 33 percent of the population living more than .5 miles (in urban areas) or more than 10 miles (in rural areas) from the nearest supermarket,...
Percent of People Travel by Bicycle to Work Estimated percent of workers age 16 years or older who did not work at home who commuted to work by bicycle in 2017-2021. Percentage calculations are suppressed in cases where the denominator of the calculation was less than 10 of the unit that is...
Average Travel Time to Work Estimated average travel time to work in 2017-2021. The average travel time to work is the number of minutes required to reach place of employment for workers age 16 years or older. Averages are suppressed in cases where the sample of the average was...
Life births rate Life births rate in 2021, per 1000 inhabitants.
Prevalence of patients with Diabetes Mellitus Prevalence of patients with Diabetes Mellitus in June 2022, by percentage.
Prevalence of patients with chronic alcohol abuse Prevalence of patients with chronic alcohol abuse in June 2022, by percentage.
Prevalence of patients with tobacco abuse Prevalence of patients with tobacco abuse in June 2022, by percentage.
Prevalence of patients with hypertension Prevalence of patients with hypertension in June 2022, by percentage.
Positive tweets Kernel density of positive tweets between 2018 and 2021.
Unemployed people ratio Ratio of unemployed people in 2021, by percentage.
People with low literacy level ratio Ratio of people with low education level (up to 9th grade) in 2021, by percentage.
Population density Population density in 2021, per hectare.
Gender ratio Number of males per 100 females in 2021.
Youth people ratio Ratio of youth people (with 0 to 24 years) in 2021, by percentage.
Average age of buildings Average age of buildings constructed between 1919 and 2021, in 2021.
Walkability index It is composed by the following indicators: total of intersections (in 2016, per hectare); mean slope of streets (in meters), urhan vibrancy (in 2023, by points of interest diversity); sports, leisure and green urban space ratio (in 2018, in...
Beds / customers in tourist accommodations Beds / customers in tourist accommodations in 2021, per 1000 inhabitants.
Normalized Difference Vegetation Index (NDVI) Mean, in 2021, of Normalized Difference Vegetation Index (NDVI).
Noise level Mean noise level during the day, afternoon and night (Lden) in 2021, in weighted decibel.
Mean temperature Mean temperature in the warmest months of 2017 (June and August), in Celsius degrees.
Vulnerability to excessive heat index Actual vulnerability to excessive heat index, from "inexistent" to "high" risk.
Distance to green spaces Distance to green spaces up to 300m linear distance.
Patients diagnosed with anxiety disorder Prevalence of patients diagnosed with anxiety disorder in June 2022, by percentage.
Vibrancy index Vibrancy index, calculated by the Shannon's diversity index based on the Points of Interest obtained from OpenStreetMap (methodology of Botta & Gutiérrez-Roig, 2021).
Demographic and health 2012 The demographic and health data for the zones used in spatial analysis acquired from Danish Statistics. Year 2012
Demographic and health 2013 The demographic and health data for the zones used in spatial analysis acquired from Danish Statistics. Year 2013
Demographic and health 2014 The demographic and health data for the zones used in spatial analysis acquired from Danish Statistics. Year 2014
Demographic and health 2016 The demographic and health data for the zones used in spatial analysis acquired from Danish Statistics. Year 2016
Demographic and health 2017 The demographic and health data for the zones used in spatial analysis acquired from Danish Statistics. Year 2017
Demographic and health 2018 The demographic and health data for the zones used in spatial analysis acquired from Danish Statistics. Year 2018
Land Use and POIs for Copenhagen OpenStreetMap (OSM) POI and land-use data extracted and aggregated for each of the zones in the Copenhagen area
Copenhagen Outdoor Walk: Hellerup Subject OE204002 Outdoor walk data collection
Copenhagen Outdoor Walk: Hellerup Subject OE204018 Outdoor walk data collection
Copenhagen Outdoor Walk: Hellerup Subject OE204021 Outdoor walk data collection
Copenhagen Outdoor Walk: Nordhavn Subject OE203009 Outdoor walk data collection
Copenhagen Outdoor Walk: Nordhavn Subject OE203011 Outdoor walk data collection
Copenhagen Outdoor Walk: Nordhavn Subject OE203022 Outdoor walk data collection
Copenhagen Outdoor Walk: Nordhavn Subject OE203023 Outdoor walk data collection
Copenhagen Outdoor Walk: Nordhavn Subject OE203024 Outdoor walk data collection
Copenhagen Outdoor Walk: Norrebro Subject OE201009 Outdoor walk data collection
Copenhagen Outdoor Walk: Norrebro Subject OE201021 Outdoor walk data collection
Copenhagen Outdoor Walk: Norrebro Subject OE201022 Outdoor walk data collection
Copenhagen Outdoor Walk: Norreport Subject OE2002004 Outdoor walk data collection
Copenhagen Outdoor Walk: Norreport Subject OE202022 Outdoor walk data collection
Lansing Outdoor Walk: DownTownNatural Subject OE109002 Outdoor walk data collection
Lansing Outdoor Walk: DownTownUrban Subject OE109001 Outdoor walk data collection
Lansing Outdoor Walk: DownTownUrban Subject OE822001 Outdoor walk data collection
Lansing Outdoor Walk: NorthNatural Subject OE036001 Outdoor walk data collection
Lansing Outdoor Walk: NorthUrban Subject OE036001 Outdoor walk data collection
Lansing Outdoor Walk: SouthNatural Subject OE931001 Outdoor walk data collection
Lansing Outdoor Walk: SouthNatural Subject OE933001 Outdoor walk data collection
Lansing Outdoor Walk: SouthUrban Subject OE109003 Outdoor walk data collection
Lisbon Outdoor Walk: Agudo Subject OE109003 Outdoor walk data collection
Lisbon Outdoor Walk: Alfarrobeira Subject OE116003 Outdoor walk data collection
Lisbon Outdoor Walk: Baixa Subject OE104003 Outdoor walk data collection
Lisbon Outdoor Walk: Baixa Subject OE104004 Outdoor walk data collection
Lisbon Outdoor Walk: Baixa Subject OE104011 Outdoor walk data collection
Lisbon Outdoor Walk: Baixa Subject OE104013 Outdoor walk data collection
Lisbon Outdoor Walk: Baixa Subject OE104033 Outdoor walk data collection
Lisbon Outdoor Walk: Baixa Subject OE104058 Outdoor walk data collection
Lisbon Outdoor Walk: Belem Subject OE101001 Outdoor walk data collection
Lisbon Outdoor Walk: Belem Subject OE101003 Outdoor walk data collection
Lisbon Outdoor Walk: Belem Subject OE101006 Outdoor walk data collection
Lisbon Outdoor Walk: Belem Subject OE101027 Outdoor walk data collection
Lisbon Outdoor Walk: Belem Subject OE101065 Outdoor walk data collection
Lisbon Outdoor Walk: EstrelaA Subject OE120003 Outdoor walk data collection
Lisbon Outdoor Walk: EstrelaA Subject OE120031 Outdoor walk data collection
Lisbon Outdoor Walk: Estrela Subject OE119031 Outdoor walk data collection
Lisbon Outdoor Walk: Graça Subject OE105005 Outdoor walk data collection
Lisbon Outdoor Walk: Graça Subject OE105007 Outdoor walk data collection
Lisbon Outdoor Walk: Graça Subject OE105049 Outdoor walk data collection
Lisbon Outdoor Walk: Graça Subject OE105071 Outdoor walk data collection
Lisbon Outdoor Walk: Gulbenkian Subject OE103024 Outdoor walk data collection
Lisbon Outdoor Walk: Gulbenkian Subject OE103031 Outdoor walk data collection
Lisbon Outdoor Walk: Gulbenkian Subject OE103040 Outdoor walk data collection
Lisbon Outdoor Walk: Gulbenkian Subject OE103061 Outdoor walk data collection
Lisbon Outdoor Walk: Gulbenkian Subject OE103073 Outdoor walk data collection
Lisbon Outdoor Walk: Lapa Subject OE102003 Outdoor walk data collection
Lisbon Outdoor Walk: Lapa Subject OE102009 Outdoor walk data collection
Lisbon Outdoor Walk: Lapa Subject OE102023 Outdoor walk data collection
Lisbon Outdoor Walk: Lapa Subject OE102031 Outdoor walk data collection
Lisbon Outdoor Walk: Luz Subject OE115003 Outdoor walk data collection
Lisbon Outdoor Walk: Madre Subject OE113003 Outdoor walk data collection
Lisbon Outdoor Walk: Marvila Subject OE111003 Outdoor walk data collection
Lisbon Outdoor Walk: Marvila Subject OE111031 Outdoor walk data collection
Lisbon Outdoor Walk: Oriente Subject OE112003 Outdoor walk data collection
Lisbon Outdoor Walk: Parque Subject OE106001 Outdoor walk data collection
Lisbon Outdoor Walk: Parque Subject OE106005 Outdoor walk data collection
Lisbon Outdoor Walk: Parque Subject OE106010 Outdoor walk data collection
Lisbon Outdoor Walk: Parque Subject OE106011 Outdoor walk data collection
Lisbon Outdoor Walk: Parque Subject OE106013 Outdoor walk data collection
Lisbon Outdoor Walk: Parque Subject OE106021 Outdoor walk data collection
Lisbon Outdoor Walk: Parque Subject OE106034 Outdoor walk data collection
Lisbon Outdoor Walk: Prazeres Subject OE122003 Outdoor walk data collection
Lisbon Outdoor Walk: Restauradores Subject OE117003 Outdoor walk data collection
Lisbon Outdoor Walk: Restelo Subject OE118031 Outdoor walk data collection
London Outdoor Walk: NottingHill Subject OE309001 Outdoor walk data collection
London Outdoor Walk: NottingHill Subject OE576003 Outdoor walk data collection
London Outdoor Walk: WhiteChapel Subject OE309002 Outdoor walk data collection
London outdoor walk test data: Air Quality Humidity Humidity data collected from Air Quality sensors during a test walk in London for benchmarking data acquisition platform.
London outdoor walk test data: GPS Internal Clock Internal clock data collected from GPS sensors during a test walk in London for benchmarking data acquisition platform.
CrudeP - Current Ashthma - Age Above 18 years Model-based estimate for crude prevalence of current asthma among adults aged >=18 years, 2019 AND Estimated confidence interval for crude prevalence of current asthma among adults aged >=18 years
CrudeP - Obesity - Age Above 18 years Model-based estimate for crude prevalence of obesity among adults aged >=18 years, 2019 AND Estimated confidence interval for crude prevalence of obesity among adults aged >=18 years
CrudeP - Physical Health Not Good for People Aged Above 18 Years Model-based estimate for crude prevalence of physical health not good for >=14 days among adults aged >=18 years, 2019 AND Estimated confidence interval for crude prevalence of physical health not good for >=14 days among adults aged >=18 years
Mortality rate Mortality rate in 2021, per 1000 inhabitants.
Prevalence of patients with obesity Prevalence of patients with obesity in June 2022, by percentage.
Prevalence of patients diagnosed with dementia Prevalence of patients diagnosed with dementia in June 2022, by percentage.
Elderly people ratio Ratio of elderly people (with 65 or more years) in 2021, by percentage.
Buildings with repair needs ratio Ratio of buildings with repair needs in 2021, by percentage.
Density of fast-food outlets Kernal density of fast-food outlets (from 100 Montaditos, Burger King, Burger Ranch, Domino's Pizza, McDonald's, Pizza Hut, Telepizza, KFC, Taco Bell, Subway, Pans & Company, and Papa John's chains) in march 2022.
Particulate Matter (PM2.5) Mean, in 2021, of particulate matter with less than 2.5 micrometers in diameter, in micrograms per cubic meter air.
Vulnerability to flash floods index Actual vulnerability to flash floods index, from "very low" to "high" risk.
Nitrogen Dioxide (NO2) Mean, in 2020, of nitrogen dioxide, in parts per billion by volume.
Patients diagnosed with depressive disorder Prevalence of patients diagnosed with depressive disorder in June 2022, by percentage.
Air pollution data for the zones considered in the greater Copenhagen This dataset contains air pollution data for the zones considered in the greater copenhagen spatial analysis report. The data consists of PM2.5, PM10, NO2, Black carbon, and the number of particles as mean values aggregated over the zones.
Demographic and health 2015 The demographic and health data for the zones used in spatial analysis acquired from Danish Statistics. Year 2015
Spatial Zones for the greater Copenhagen Area This file contains the Polygons of the zones used in the greater copenhagen area and a zone id for each zone.
Noise data for the zones considered in the greater Copenhagen Mean of the total noise levels for each noise point within that particular zone. Source: https://mst.dk/service/miljoegis/hent-data/. Level Noise6 over 75 dB 5 70-75 dB4 65-70dB3 60-65 dB2 55-60 dB1 50-60 dB
Copenhagen Outdoor Walk: Hellerup Subject OE204005 Outdoor walk data collection
Copenhagen Outdoor Walk: Nordhavn Subject OE203005 Outdoor walk data collection
Copenhagen Outdoor Walk: Nordhavn Subject OE203020 Outdoor walk data collection
Copenhagen Outdoor Walk: Norrebro Subject OE201020 Outdoor walk data collection
Copenhagen Outdoor Walk: Norrebro Subject OE201023 Outdoor walk data collection
Copenhagen Outdoor Walk: Norreport Subject OE202023 Outdoor walk data collection
Lansing Outdoor Walk: DownTownNatural Subject OE824001 Outdoor walk data collection
Lansing Outdoor Walk: DownTownUrban Subject OE821001 Outdoor walk data collection
Lansing Outdoor Walk: DownTownUrban Subject OE823001 Outdoor walk data collection
Lansing Outdoor Walk: NorthNatural Subject OE971001 Outdoor walk data collection
Lansing Outdoor Walk: NorthUrban Subject OE971001 Outdoor walk data collection
Lansing Outdoor Walk: SouthNatural Subject OE933002 Outdoor walk data collection
Lansing Outdoor Walk: SouthUrban Subject OE109005 Outdoor walk data collection
Lisbon Outdoor Walk: Agudo Subject OE109031 Outdoor walk data collection
Lisbon Outdoor Walk: Alfarrobeira Subject OE116031 Outdoor walk data collection
Lisbon Outdoor Walk: Baixa Subject OE104008 Outdoor walk data collection
Lisbon Outdoor Walk: Baixa Subject OE104028 Outdoor walk data collection
Lisbon Outdoor Walk: Baixa Subject OE104051 Outdoor walk data collection
Lisbon Outdoor Walk: Belem Subject OE101002 Outdoor walk data collection
Lisbon Outdoor Walk: Belem Subject OE101005 Outdoor walk data collection
Lisbon Outdoor Walk: Belem Subject OE101007 Outdoor walk data collection
Lisbon Outdoor Walk: Belem Subject OE101012 Outdoor walk data collection
Lisbon Outdoor Walk: Belem Subject OE101031 Outdoor walk data collection
Lisbon Outdoor Walk: Casamoeda Subject OE108031 Outdoor walk data collection
Lisbon Outdoor Walk: EstrelaB Subject OE121031 Outdoor walk data collection
Lisbon Outdoor Walk: Estrela Subject OE119003 Outdoor walk data collection
Lisbon Outdoor Walk: Graça Subject OE105006 Outdoor walk data collection
Lisbon Outdoor Walk: Graça Subject OE105016 Outdoor walk data collection
Lisbon Outdoor Walk: Graça Subject OE105056 Outdoor walk data collection
Lisbon Outdoor Walk: Gulb1 Subject OE107031 Outdoor walk data collection
Lisbon Outdoor Walk: Gulbenkian Subject OE103035 Outdoor walk data collection
Lisbon Outdoor Walk: Gulbenkian Subject OE103074 Outdoor walk data collection
Lisbon Outdoor Walk: Lapa Subject OE102006 Outdoor walk data collection
Lisbon Outdoor Walk: Lapa Subject OE102015 Outdoor walk data collection
Lisbon Outdoor Walk: Lapa Subject OE102029 Outdoor walk data collection
Lisbon Outdoor Walk: Lapa Subject OE102054 Outdoor walk data collection
Lisbon Outdoor Walk: Luz Subject OE115031 Outdoor walk data collection
Lisbon Outdoor Walk: Msoares Subject OE110031 Outdoor walk data collection
Lisbon Outdoor Walk: Oriente Subject OE112031 Outdoor walk data collection
Lisbon Outdoor Walk: Parque Subject OE106016 Outdoor walk data collection
Lisbon Outdoor Walk: Prazeres Subject OE122031 Outdoor walk data collection
London Outdoor Walk: BigBen Subject OE550001 Outdoor walk data collection
London Outdoor Walk: NottingHill Subject OE309002 Outdoor walk data collection
London Outdoor Walk: WhiteChapel Subject OE550001 Outdoor walk data collection
London Outdoor Walk: WhiteChapel Subject OE576003 Outdoor walk data collection

Record collections in this service

Name Description
eMOTIONAL Cities Metadata catalog eMOTIONAL Cities Metadata catalog (OGC API Records)