Open Data Links
Let's go to work?
Here are some links to access open data of any nature that can be used to investigate emerging phenomena in an urban context.
- https://basedosdados.org/dataset (datasets from many Brazilian institution: SUS, IBGE,INEP, ONS, etc)
- https://snap.stanford.edu (network data: citation network, social networks, etc)
- https://data-explorer.oecd.org/ (datasets from various purposes: agriculture, energy, education, innovation, etc)
- https://networkrepository.com (Largest network repository with thousands of donations in 30+ domains (from biological to social network data)
- https://geodata.lib.utexas.edu (geospatial data from UT Texas: fire risk, boundary, river, area, urban density)
- www.microns-explorer.org (Data that span all 6 layers of mouse primary visual cortex and 3 higher visual areas (LM, AL, RL) within a cubic millimeter volume)
- https://plataforma.seeg.eco.br (datasets of agropecuary, energy, land use, and greenhouse gasses from Brazil)
- https://ourworldindata.org (12,870 charts across 115 topics All free: open access and open source)
- https://www.globio.info/resources (Global datasets roads, barriers in rivers, hunting impact)
- https://servicodados.ibge.gov.br (Official Brazilian portal of datasets/IBGE)
- https://data.jrc.ec.europa.eu
- https://data.humdata.org
- https://cadmapper.com
- www.atlasofurbanexpasion.org
- https://dataverse.harvard.edu
- https://geodata.lib.berkeley.edu
- www.ipea.gov.br
- https://eogdata.mines.edu/products/dmsp/#v4_dmsp_download (City lightning time series 1993-2013)
- https://terrabrasilis.dpi.inpe.br
- https://elservier.digitalcommondata.org
- https://www.hydrosheds.org/
- https://data.cityofnewyork.us
- https://gdacs.org
- https://data.humdata.org/dataset/brazil-high-resolution-population-density-maps-demographic-estimates# (High resolution population data in Brazil)
- https://dataforgood.facebook.com/dfg/tools
- https://daylightmap.org/2023/11/27/urban.html (World urban area)
- https://data.amerigeoss.org/pt_BR/
- www.geonames.org
- https://statistics.btselem.org
- www.reach-initiative.org
- https://beta.source.coop
- https://sosgisbr.com
- www.data.rio
- https://acleddata.com
- https://data.mendeley.com
- www.statista.com
- https://www.cidadessustentaveis.org.br/dados-abertos
- https://github.com/yjlo/metal_music_project (Metal music project)
- www.kaggle.com
- https://ispgeo.rj.gov.br
- https://ieee-dataport.org
- https://opendengue.org
- https://data.world
- https://nomisma.org
- https://hub.worldpop.org (High-resolution geospatial data on population, demography and dynamics for low and middle income countries)
- https://esa-worldcover.org/en
- https://mappinggis.com/2024/05/mapa-global-de-la-altura-de-los-arboles-con-resolucion-de-1-metro/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
- https://datatopics.worldbank.org/health/home
- https://storymaps.arcgis.com/stories/a81d69f4bccf42989609e3fe64d8ef48
- https://www.earthdata.nasa.gov/learn/use-data
- https://dataforgood.facebook.com/dfg/tools/facebook-population-maps
- https://dataforgood.facebook.com/dfg/tools/movement-maps#accessdata
- https://sdgstoday.org/dataset/drought-precipitation
- https://developers.google.com/earth-engine/datasets/catalog/ECMWF_CAMS_NRT
- https://edgar.jrc.ec.europa.eu/emissions_data_and_maps
- https://developers.google.com/earth-engine/datasets/catalog/sentinel-5p
- https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_DAILY
- https://developers.google.com/earth-engine/datasets/catalog/GLOBAL_FLOOD_DB_MODIS_EVENTS_V1
- https://data.isimip.org/datasets/24cb1007-3c96-4b59-a0dc-42d94a8cff8c/
- https://developers.google.com/earth-engine/datasets/catalog/GOOGLE_DYNAMICWORLD_V1
- https://livingatlas.arcgis.com/en/home/
- https://mappinggis.com/2024/06/como-descargar-imagenes-landsat/
- https://www.ibge.gov.br/estatisticas/sociais/populacao/38734-cadastro-nacional-de-enderecos-para-fins-estatisticos.html?edicao=38891&t=resultados (household geo coordinates from Brazilian cities)
- https://human-settlement.emergency.copernicus.eu/ghs_buH2023.php (spatial distribution of building heights)
- https://human-settlement.emergency.copernicus.eu/datasets.php#inline-nav-ghs_buH2023 (buildings, urban, land use etc)
- https://opendata.dc.gov/search?collection=Dataset&layout=grid (Open data DC)
- https://zenodo.org/records/8239305 (first global fine land cover dynamic product at a 30-meter resolution that adopts continuous change detection)
- https://data.inpe.br/big/web/ (geospatial date of deforestation and land use from INPE)
- https://springernature.figshare.com/articles/dataset/The_Subnational_Corruption_Database_SCD_/25893019?backTo=/collections/The_Subnational_Corruption_Database_Grand_and_petty_corruption_in_1_473_regions_of_178_countries_1995-2022/7061534 (The Subnational Corruption Database)
- https://registry.opendata.aws/speedtest-global-performance/ (Global fixed broadband and mobile (cellular) network performance)
- https://dataforgood.facebook.com/dfg/tools (Meta data for good)
- https://r-packages.io/datasets (diverse datasets available and R language programming is required)
- https://www.cs.cornell.edu/~arb/data/ (a collection of datasets for network analysis)
- http://www.casos.cs.cmu.edu/tools/datasets/external/index.php (network data Computational Analysis of Social and Organizational Systems)
- https://datadryad.org/stash/dataset/doi:10.5061/dryad.8cz8w9gsv (Data recorded for leaf size, and leaf vein and areole measurements taken from nine Magnoliaceae species)
- https://www.try-db.org/de/Datasets.php (Plant Trait Database)
- https://tech.marksblogg.com/asian-building-footprints-from-google-maps.html (Asia buildings footprint)
- https://data.cdrc.ac.uk/dataset/point-interest-data-united-kingdom (point of interest in UK)
- https://github.com/cjber/overture-uk (idem 78)
- https://overturemaps.org/download/ (overture mas data, buildings, points of interests, etc)
- https://essd.copernicus.org/preprints/essd-2024-217/ (buildings footprint 3d)
- https://sedac.ciesin.columbia.edu/data/set/urbanspatial-guppd-v1 (global data set 1973-2030.
- https://revolutionarygis.wordpress.com/2024/08/01/3d-globfp/ (buildings height from some countries)