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cyber-security-resources/ai_research/datasets.rst
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Public Datasets
===============
.. |OK_ICON| image:: https://raw.githubusercontent.com/awesomedata/apd-core/master/deploy/ok-24.png
Agriculture
-----------
* |OK_ICON| `The global dataset of historical yields for major crops 1981–2016 - The Global Dataset of [...] <https://doi.pangaea.de/10.1594/PANGAEA.909132>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Global-dataset-of-historical-yields-for-major-crops.yml>`_]
* |OK_ICON| `Hyperspectral benchmark dataset on soil moisture - This dataset was measured in a five-day [...] <https://doi.org/10.5281/zenodo.1227837>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Hyperspectral-Benchmark-Dataset-On-Soil-Moisture.yml>`_]
* |OK_ICON| `Lemons quality control dataset - Lemon dataset has been prepared to investigate the [...] <https://github.com/softwaremill/lemon-dataset>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Lemon-Dataset.yml>`_]
* |OK_ICON| `Optimized Soil Adjusted Vegetation Index - The IDB is a tool for working with remote sensing [...] <https://www.indexdatabase.de/db/i-single.php?id=63>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Optimized Soil Adjusted Vegetation Index>`_]
* |OK_ICON| `U.S. Department of Agriculture's PLANTS Database - The Complete PLANTS Checklist is nearly 7 [...] <https://plants.usda.gov/home/downloads>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/U.S.-Department-of-Agricultures-PLANTS-Database.yml>`_]
Architecture
------------
* |OK_ICON| `Swiss Apartment Models - This dataset contains detailed data on 42,207 apartments (242,257 [...] <https://zenodo.org/record/7070952#.Y0mACy0RqO0>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Architecture/appartment-models.yml>`_]
Biology
-------
* |OK_ICON| `1000 Genomes - The 1000 Genomes Project ran between 2008 and 2015, creating the largest [...] <https://www.internationalgenome.org/data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/1000-Genomes.yml>`_]
* |OK_ICON| `ANHIR - Automatic Non-rigid Histological Image Registration (ANHIR) consists of 2D [...] <https://anhir.grand-challenge.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/ANHIR.yml>`_]
* |OK_ICON| `American Gut (Microbiome Project) - The American Gut project is the largest crowdsourced [...] <https://github.com/biocore/American-Gut>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/American-Gut-Microbiome-Project.yml>`_]
* |OK_ICON| `BCNB - There are WSIs of 1058 patients, part of tumor regions are annotated in WSIs. Except [...] <https://bupt-ai-cz.github.io/BCNB/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/BCNB.yml>`_]
* |OK_ICON| `Broad Bioimage Benchmark Collection (BBBC) - The Broad Bioimage Benchmark Collection (BBBC) [...] <https://www.broadinstitute.org/bbbc>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Broad-Bioimage-Benchmark-Collection-BBBC.yml>`_]
* |OK_ICON| `Broad Cancer Cell Line Encyclopedia (CCLE) <http://www.broadinstitute.org/ccle/home>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Broad-Cancer-Cell-Line-Encyclopedia-CCLE.yml>`_]
* |OK_ICON| `CIMA - CIMA dataset includes images of 2D histological microscopy tissue slices. <https://cmp.felk.cvut.cz/~borovji3/?page=dataset>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/CIMA.yml>`_]
* |OK_ICON| `Cell Image Library - This library is a public and easily accessible resource database of [...] <http://www.cellimagelibrary.org/home>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Cell-Image-Library.yml>`_]
* |OK_ICON| `CytoImageNet - A large-scale dataset of microscopy images. Contains 890,737 total grayscale [...] <https://www.kaggle.com/stanleyhua/cytoimagenet>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/CytoImageNet.yml>`_]
* |OK_ICON| `EBI ArrayExpress - ArrayExpress Archive of Functional Genomics Data stores data from high- [...] <http://www.ebi.ac.uk/arrayexpress/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/EBI-ArrayExpress.yml>`_]
* |OK_ICON| `EBI Protein Data Bank in Europe - The Electron Microscopy Data Bank (EMDB) is a public [...] <https://www.ebi.ac.uk/emdb/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/EBI-Protein-Data-Bank-in-Europe.yml>`_]
* |OK_ICON| `ENCODE project - The Encyclopedia of DNA Elements (ENCODE) Consortium is an ongoing [...] <https://www.encodeproject.org>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/ENCODE-project.yml>`_]
* |OK_ICON| `Electron Microscopy Pilot Image Archive (EMPIAR) - EMPIAR, the Electron Microscopy Public [...] <http://www.ebi.ac.uk/pdbe/emdb/empiar/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Electron-Microscopy-Pilot-Image-Archive-EMPIAR.yml>`_]
* |OK_ICON| `Ensembl Genomes <https://ensemblgenomes.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Ensembl-Genomes.yml>`_]
* |OK_ICON| `Gene Expression Omnibus (GEO) - GEO is a public functional genomics data repository [...] <http://www.ncbi.nlm.nih.gov/geo/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Gene-Expression-Omnibus-GEO.yml>`_]
* |OK_ICON| `Gene Ontology (GO) - GO annotation files <http://geneontology.org/docs/download-go-annotations/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Gene-Ontology-GO.yml>`_]
* |OK_ICON| `Global Biotic Interactions (GloBI) <https://github.com/jhpoelen/eol-globi-data/wiki#accessing-species-interaction-data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Global-Biotic-Interactions-GloBI.yml>`_]
* |OK_ICON| `Harvard Medical School (HMS) LINCS Project - The Harvard Medical School (HMS) LINCS Center is [...] <http://lincs.hms.harvard.edu>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Harvard-Medical-School-LINCS-Project.yml>`_]
* |OK_ICON| `Human Microbiome Project (HMP) - The HMP sequenced over 2000 reference genomes isolated from [...] <http://www.hmpdacc.org/reference_genomes/reference_genomes.php>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Human-Microbiome-Project-HMP.yml>`_]
* |OK_ICON| `ICOS PSP Benchmark - The ICOS PSP benchmarks repository contains an adjustable real-world [...] <http://ico2s.org/datasets/psp_benchmark.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/ICOS-PSP-Benchmark.yml>`_]
* |OK_ICON| `International HapMap Project <http://hapmap.ncbi.nlm.nih.gov/downloads/index.html.en>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/International-HapMap-Project.yml>`_]
* |OK_ICON| `KEGG - KEGG is a database resource for understanding high-level functions and utilities of [...] <http://www.genome.jp/kegg/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/KEGG.yml>`_]
* |OK_ICON| `NCBI Proteins <http://www.ncbi.nlm.nih.gov/guide/proteins/#databases>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/NCBI-Proteins.yml>`_]
* |OK_ICON| `NCBI Taxonomy - The NCBI Taxonomy database is a curated set of names and classifications for [...] <http://www.ncbi.nlm.nih.gov/taxonomy>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/NCBI-Taxonomy.yml>`_]
* |OK_ICON| `NCI Genomic Data Commons - The GDC Data Portal is a robust data-driven platform that allows [...] <https://gdc.cancer.gov/access-data/gdc-data-portal>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/NCI-Genomic-Data-Commons.yml>`_]
* |OK_ICON| `NIH Microarray data <ftp://ftp.ncbi.nih.gov/pub/geo/DATA/supplementary/series/GSE6532/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/NIH-Microarray-data.yml>`_]
* |OK_ICON| `OpenSNP genotypes data - openSNP allows customers of direct-to-customer genetic tests to [...] <https://opensnp.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/OpenSNP-genotypes-data.yml>`_]
* |OK_ICON| `Palmer Penguins - The goal of palmerpenguins is to provide a great dataset for data [...] <https://allisonhorst.github.io/palmerpenguins/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Palmer-Penguins.yml>`_]
* |OK_ICON| `Pathguid - Protein-Protein Interactions Catalog <http://www.pathguide.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Pathguid.yml>`_]
* |OK_ICON| `Protein Data Bank - This resource is powered by the Protein Data Bank archive-information [...] <http://www.rcsb.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Protein-Data-Bank.yml>`_]
* |OK_ICON| `Psychiatric Genomics Consortium - The purpose of the Psychiatric Genomics Consortium (PGC) is [...] <https://www.med.unc.edu/pgc/downloads>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Psychiatric-Genomics-Consortium.yml>`_]
* |OK_ICON| `PubChem Project - PubChem is the world's largest collection of freely accessible chemical [...] <https://pubchem.ncbi.nlm.nih.gov/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/PubChem-Project.yml>`_]
* |OK_ICON| `PubGene (now Coremine Medical) - COREMINE™ is a family of tools developed by the Norwegian [...] <https://www.coremine.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/PubGene-now-Coremine-Medical.yml>`_]
* |OK_ICON| `Sanger Catalogue of Somatic Mutations in Cancer (COSMIC) - COSMIC, the Catalogue Of Somatic [...] <http://cancer.sanger.ac.uk/cosmic>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Sanger-Catalogue-of-Somatic-Mutations-in-Cancer-COSMIC.yml>`_]
* |OK_ICON| `Sanger Genomics of Drug Sensitivity in Cancer Project (GDSC) <http://www.cancerrxgene.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Sanger-Genomics-of-Drug-Sensitivity-in-Cancer-Project-GDSC.yml>`_]
* |OK_ICON| `Sequence Read Archive(SRA) - The Sequence Read Archive (SRA) stores raw sequence data from [...] <http://www.ncbi.nlm.nih.gov/Traces/sra/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Sequence-Read-ArchiveSRA.yml>`_]
* |OK_ICON| `Serratus - Analysis of 7.1 million RNA/DNA sequencing datasets to discover the total [...] <https://github.com/ababaian/serratus/wiki/Access-Data-Release>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Serratus-Open-Virome.yml>`_]
* |OK_ICON| `Stanford Microarray Data (Retired NOW) <http://smd.princeton.edu/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Stanford-Microarray-Data.yml>`_]
* |OK_ICON| `Stowers Institute Original Data Repository <http://www.stowers.org/research/publications/odr>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Stowers-Institute-Original-Data-Repository.yml>`_]
* |OK_ICON| `Systems Science of Biological Dynamics (SSBD) Database - Systems Science of Biological [...] <http://ssbd.qbic.riken.jp>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Systems-Science-of-Biological-Dynamics-SSBD-Database.yml>`_]
* |OK_ICON| `The Cancer Genome Atlas (TCGA), available via Broad GDAC <https://gdac.broadinstitute.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/The-Cancer-Genome-Atlas-TCGA-available-via-Broad-GDAC.yml>`_]
* |OK_ICON| `The Catalogue of Life - The Catalogue of Life is a quality-assured checklist of more than 1.8 [...] <https://www.catalogueoflife.org/data/download>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/The-Catalogue-of-Life.yml>`_]
* |OK_ICON| `The Personal Genome Project - The Personal Genome Project, initiated in 2005, is a vision and [...] <http://www.personalgenomes.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/The-Personal-Genome-Project.yml>`_]
* |OK_ICON| `UCSC Public Data <http://hgdownload.soe.ucsc.edu/downloads.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/UCSC-Public-Data.yml>`_]
* |OK_ICON| `UniGene <https://ftp.ncbi.nlm.nih.gov/repository/UniGene/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/UniGene.yml>`_]
* |OK_ICON| `Universal Protein Resource (UnitProt) - The Universal Protein Resource (UniProt) is a [...] <http://www.uniprot.org/downloads>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Universal-Protein-Resource.yml>`_]
* |OK_ICON| `Rfam - The Rfam database is a collection of RNA families, each represented by multiple [...] <https://docs.rfam.org/en/latest/database.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/rfam.yml>`_]
Chemistry
---------
* |OK_ICON| `Ionic Liquids Database - ILThermo <https://ilthermo.boulder.nist.gov>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Chemistry/ionicliquids.yml>`_]
Climate+Weather
---------------
* |OK_ICON| `Brazilian Weather - Historical data (In Portuguese) - Data related to climate and weather [...] <http://sinda.crn.inpe.br/PCD/SITE/novo/site/historico/index.php>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Brazilian-Weather.yml>`_]
* |OK_ICON| `Caravan - a dataset for large-sample hydrology - Caravan is an open community dataset of [...] <https://zenodo.org/record/7540792#.Y-QQGK3MKUn>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Caravan.yml>`_]
* |OK_ICON| `Climate Data from UEA (updated monthly) <https://www.uea.ac.uk/web/groups-and-centres/climatic-research-unit/data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Climate-Data-from-UEA-updated-monthly.yml>`_]
* |OK_ICON| `Dutch Weather - The KNMI Data Center (KDC) portal provides access to KNMI data on weather, [...] <https://data.knmi.nl/datasets>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Dutch-Weather.yml>`_]
* |OK_ICON| `European Climate Assessment & Dataset <https://www.ecad.eu/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/European-Climate-Assessment-&-Dataset.yml>`_]
* |OK_ICON| `German Climate Data Center <https://cdc.dwd.de/portal/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/German-Meteorological-Service-CDC.yml>`_]
* |OK_ICON| `Global Climate Data Since 1929 <http://en.tutiempo.net/climate>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Global-Climate-Data-Since-1929.yml>`_]
* |OK_ICON| `Charting The Global Climate Change News Narrative 2009-2020 - These four datasets represent [...] <https://blog.gdeltproject.org/four-massive-datasets-charting-the-global-climate-change-news-narrative-2009-2020/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/GlobalClimateChangeNewsNarrative2009-2020.yml>`_]
* |OK_ICON| `NASA Global Imagery Browse Services <https://wiki.earthdata.nasa.gov/display/GIBS>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/NASA-Global-Imagery-Browse-Services.yml>`_]
* |OK_ICON| `NOAA Bering Sea Climate <http://www.beringclimate.noaa.gov/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/NOAA-Bering-Sea-Climate.yml>`_]
* |OK_ICON| `NOAA Climate Datasets <http://www.ncdc.noaa.gov/data-access/quick-links>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/NOAA-Climate-Datasets.yml>`_]
* |OK_ICON| `NOAA SURFRAD Meteorology and Radiation Datasets <https://www.esrl.noaa.gov/gmd/grad/stardata.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/NOAA-SURFRAD-Meteorology-and-Radiation-Datasets.yml>`_]
* |OK_ICON| `Open-Meteo - Open-Source Weather API - Open-source weather API with free access for non- [...] <https://open-meteo.com>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Open-Meteo.yml>`_]
* |OK_ICON| `The World Bank Open Data Resources for Climate Change <http://data.worldbank.org/developers/climate-data-api>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/The-World-Bank-Open-Data-Resources-for-Climate-Change.yml>`_]
* |OK_ICON| `UEA Climatic Research Unit <http://www.cru.uea.ac.uk/data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/UEA-Climatic-Research-Unit.yml>`_]
* |OK_ICON| `WU Historical Weather Worldwide <https://www.wunderground.com/history/index.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/WU-Historical-Weather-Worldwide.yml>`_]
* |OK_ICON| `Wahington Post Climate Change - To analyze warming temperatures in the United States, The [...] <https://github.com/washingtonpost/data-2C-beyond-the-limit-usa>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Washington Post Climate Change.yml>`_]
* |OK_ICON| `WorldClim - Global Climate Data <http://www.worldclim.org>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/WorldClim.yml>`_]
ComplexNetworks
---------------
* |OK_ICON| `AMiner Citation Network Dataset <http://aminer.org/citation>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/AMiner-Citation-Network-Dataset.yml>`_]
* |OK_ICON| `CrossRef DOI URLs <https://archive.org/details/doi-urls>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/CrossRef-DOI-URLs.yml>`_]
* |OK_ICON| `DBLP Citation dataset <https://kdl.cs.umass.edu/display/public/DBLP>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/DBLP-Citation-dataset.yml>`_]
* |OK_ICON| `DIMACS Road Networks Collection <http://www.dis.uniroma1.it/challenge9/download.shtml>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/DIMACS-Road-Networks-Collection.yml>`_]
* |OK_ICON| `NBER Patent Citations <http://nber.org/patents/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/NBER-Patent-Citations.yml>`_]
* |OK_ICON| `NIST complex networks data collection <http://math.nist.gov/~RPozo/complex_datasets.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/NIST-complex-networks-data-collection.yml>`_]
* |OK_ICON| `Protein-protein interaction network <http://vlado.fmf.uni-lj.si/pub/networks/data/bio/Yeast/Yeast.htm>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/Protein.yml>`_]
* |OK_ICON| `PyPI and Maven Dependency Network <https://ogirardot.wordpress.com/2013/01/31/sharing-pypimaven-dependency-data/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/PyPI-and-Maven-Dependency-Network.yml>`_]
* |OK_ICON| `Scopus Citation Database <https://www.elsevier.com/solutions/scopus>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/Scopus-Citation-Database.yml>`_]
* |OK_ICON| `Small Network Data <http://www-personal.umich.edu/~mejn/netdata/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/Small-Network-Data.yml>`_]
* |OK_ICON| `Stanford GraphBase <http://www3.cs.stonybrook.edu/~algorith/implement/graphbase/implement.shtml>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/Stanford-GraphBase-Steven-Skiena.yml>`_]
* |OK_ICON| `Stanford Large Network Dataset Collection <http://snap.stanford.edu/data/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/Stanford-Large-Network-Dataset-Collection.yml>`_]
* |OK_ICON| `The Laboratory for Web Algorithmics (UNIMI) <http://law.di.unimi.it/datasets.php>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/The-Laboratory-for-Web-Algorithmics-UNIMI.yml>`_]
* |OK_ICON| `UCI Network Data Repository <https://networkdata.ics.uci.edu/resources.php>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/UCI-Network-Data-Repository.yml>`_]
* |OK_ICON| `UFL sparse matrix collection <http://www.cise.ufl.edu/research/sparse/matrices/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/UFL-sparse-matrix-collection.yml>`_]
ComputerNetworks
----------------
* |OK_ICON| `3.5B Web Pages from CommonCrawl 2012 <http://www.bigdatanews.com/profiles/blogs/big-data-set-3-5-billion-web-pages-made-available-for-all-of-us>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/3.5B-Web-Pages-from-CommonCrawl-2012.yml>`_]
* |OK_ICON| `53.5B Web clicks of 100K users in Indiana Univ. <http://cnets.indiana.edu/groups/nan/webtraffic/click-dataset/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/53.5B-Web-clicks-of-100K-users-in-Indiana-Univ..yml>`_]
* |OK_ICON| `CAIDA Internet Datasets <http://www.caida.org/data/overview/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/CAIDA-Internet-Datasets.yml>`_]
* |OK_ICON| `ClueWeb09 - 1B web pages <http://lemurproject.org/clueweb09/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/ClueWeb09.yml>`_]
* |OK_ICON| `ClueWeb12 - 733M web pages <http://lemurproject.org/clueweb12/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/ClueWeb12.yml>`_]
* |OK_ICON| `CommonCrawl Web Data over 7 years <http://commoncrawl.org/the-data/get-started/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/CommonCrawl-Web-Data-over-7-years.yml>`_]
* |OK_ICON| `Shopper Intent Prediction from Clickstream E‑Commerce Data with Minimal Browsing Information <https://github.com/coveooss/shopper-intent-prediction-nature-2020>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/Coveo-Shopper-Intent-Prediction.yaml>`_]
* |OK_ICON| `Criteo click-through data <http://labs.criteo.com/2015/03/criteo-releases-its-new-dataset/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/Criteo-click-through-data.yml>`_]
* |OK_ICON| `Internet-Wide Scan Data Repository <https://scans.io/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/Internet-Wide-Scan-Data-Repository.yml>`_]
* |OK_ICON| `MIRAGE-2019 - MIRAGE-2019 is a human-generated dataset for mobile traffic analysis with [...] <http://traffic.comics.unina.it/mirage/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/MIRAGE-2019.yml>`_]
* |OK_ICON| `OONI: Open Observatory of Network Interference - Internet censorship data <https://ooni.torproject.org/data/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/OONI-Open-Observatory-of-Network-Interference.yml>`_]
* |OK_ICON| `Open Mobile Data by MobiPerf <https://console.developers.google.com/storage/openmobiledata_public/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/Open-Mobile-Data-by-MobiPerf.yml>`_]
* |OK_ICON| `The Peer-to-Peer Trace Archive - Real-world measurements play a key role in studying the [...] <http://p2pta.ewi.tudelft.nl/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/P2P-Trace-Archive.yml>`_]
* |OK_ICON| `Rapid7 Sonar Internet Scans <https://sonar.labs.rapid7.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/Rapid7-Sonar-Internet-Scans.yml>`_]
* |OK_ICON| `UCSD Network Telescope, IPv4 /8 net <http://www.caida.org/projects/network_telescope/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/UCSD-Network-Telescope-IPv4-slash8-net.yml>`_]
CyberSecurity
-------------
* |OK_ICON| `CCCS-CIC-AndMal-2020 - The dataset includes 200K benign and 200K malware samples totalling to [...] <https://www.unb.ca/cic/datasets/andmal2020.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//CyberSecurity/CCCS-CIC-AndMal-2020.yml>`_]
* |OK_ICON| `Traffic and Log Data Captured During a Cyber Defense Exercise - This dataset was acquired [...] <https://zenodo.org/record/3746129>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//CyberSecurity/Traffic-and-Log-Data-Captured-During-a-Cyber-Defense-Exercise.yml>`_]
DataChallenges
--------------
* |OK_ICON| `AIcrowd Competitions <https://www.aicrowd.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/AIcrowd-Competitions.yml>`_]
* |OK_ICON| `Bruteforce Database <https://github.com/duyetdev/bruteforce-database>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/Bruteforce-Database.yml>`_]
* |OK_ICON| `Challenges in Machine Learning <http://www.chalearn.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/Challenges-in-Machine-Learning.yml>`_]
* |OK_ICON| `DrivenData Competitions for Social Good <http://www.drivendata.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/DrivenData-Competitions-for-Social-Good.yml>`_]
* |OK_ICON| `ICWSM Data Challenge (since 2009) <https://www.icwsm.org/2018/datasets/datasets/#obtaining>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/ICWSM-Data-Challenge-since-2009.yml>`_]
* |OK_ICON| `KDD Cup by Tencent 2012 <http://www.kddcup2012.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/KDD-Cup-by-Tencent-2012.yml>`_]
* |OK_ICON| `Kaggle Competition Data <https://www.kaggle.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/Kaggle-Competition-Data.yml>`_]
* |OK_ICON| `Localytics Data Visualization Challenge <https://github.com/localytics/data-viz-challenge>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/Localytics-Data-Visualization-Challenge.yml>`_]
* |OK_ICON| `Netflix Prize <https://www.kaggle.com/datasets/netflix-inc/netflix-prize-data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/Netflix-Prize.yml>`_]
* |OK_ICON| `Space Apps Challenge <https://2015.spaceappschallenge.org>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/Space-Apps-Challenge.yml>`_]
* |OK_ICON| `Yelp Dataset Challenge - The Yelp dataset is a subset of our businesses, reviews, and user [...] <http://www.yelp.com/dataset>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/Yelp-Dataset-Challenge.yml>`_]
EarthScience
------------
* |OK_ICON| `38-Cloud (Cloud Detection) - Contains 38 Landsat 8 scene images and their manually extracted [...] <https://github.com/SorourMo/38-Cloud-A-Cloud-Segmentation-Dataset>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//EarthScience/38-Cloud.yml>`_]
* |OK_ICON| `AQUASTAT - Global water resources and uses <http://www.fao.org/nr/water/aquastat/data/query/index.html?lang=en>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//EarthScience/AQUASTAT.yml>`_]
* |OK_ICON| `BODC - marine data of ~22K vars <https://www.bodc.ac.uk/data/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//EarthScience/BODC.yml>`_]
* |OK_ICON| `EOSDIS - NASA's earth observing system data <http://sedac.ciesin.columbia.edu/data/sets/browse>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//EarthScience/EOSDIS.yml>`_]
* |OK_ICON| `Earth Models <https://www.earthmodels.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//EarthScience/Earth-Models.yml>`_]
* |OK_ICON| `Global Wind Atlas - The Global Wind Atlas is a free, web-based application developed to help [...] <https://globalwindatlas.info/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//EarthScience/Global-Wind-Atlas.yml>`_]
* |OK_ICON| `Integrated Marine Observing System (IMOS) - roughly 30TB of ocean measurements <https://imos.aodn.org.au>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//EarthScience/Integrated-Marine-Observing-System-IMOS.yml>`_]
* |OK_ICON| `National Estuarine Research Reserves System-Wide Monitoring Program - long-term estuarine [...] <http://nerrsdata.org>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//EarthScience/NERRS-SWMP.yml>`_]
* |OK_ICON| `Oil and Gas Authority Open Data - The dataset covers 12,500 offshore wellbores, 5,000 seismic [...] <https://data-ogauthority.opendata.arcgis.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//EarthScience/Oil-and-Gas-Authority-UK.yml>`_]
* |OK_ICON| `Smithsonian Institution Global Volcano and Eruption Database <http://volcano.si.edu/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//EarthScience/Smithsonian-Institution-Global-Volcano-and-Eruption-Database.yml>`_]
* |OK_ICON| `USGS Earthquake Archives <http://earthquake.usgs.gov/earthquakes/search/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//EarthScience/USGS-Earthquake-Archives.yml>`_]
* |OK_ICON| `Wellhead Protection Area (protection zone) prediction using breakthrough curves - This [...] <https://www.kaggle.com/datasets/robustus/whpa-prediction>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//EarthScience/WHPA.yml>`_]
Economics
---------
* |OK_ICON| `Asian Productivity Organization (APO) - The AEPM provides a graphic dashboard view of [...] <https://www.apo-tokyo.org/wedo/productivity-measurement/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/APO.yml>`_]
* |OK_ICON| `ASEAN Stats - The ASEANstatsDataPortal was first launched in June 2018. The Portal is [...] <https://data.aseanstats.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/ASEAN Stats.yml>`_]
* |OK_ICON| `American Economic Association (AEA) <https://www.aeaweb.org/resources/data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/American-Economic-Association-AEA.yml>`_]
* |OK_ICON| `Asian KLEMS - Asia KLEMS is an Asian regional research consortium to promote building [...] <http://www.asiaklems.net/data/archive.asp>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Asian KLEMS.yml>`_]
* |OK_ICON| `Harvard Atlas of Economic Complexity - A database for people to explore global trade flows [...] <https://dataverse.harvard.edu/dataverse/atlas>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Atlas Economic Complexity.yml>`_]
* |OK_ICON| `BIS Financial Database - The files contain the same data as in the BIS Statistics Explorer [...] <https://www.bis.org/statistics/full_data_sets.htm>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/BIS Financial Database.yml>`_]
* |OK_ICON| `Barro-Lee Education Attainment - Barro-Lee Educational Attainment Data from 1950 to 2010. [...] <http://www.barrolee.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Barro Lee.yml>`_]
* |OK_ICON| `CEPII Database - A database of the world economy, through its country and region profiles, in [...] <http://www.cepii.fr/CEPII/en/bdd_modele/bdd_modele.asp>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/CEPII Database.yml>`_]
* |OK_ICON| `EUKLEMS - EU KLEMS is an industry level, growth and productivity research project. EU KLEMS [...] <https://euklems.eu/query/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/EUKLEMS.yml>`_]
* |OK_ICON| `Economic Freedom of the World Data <https://www.fraserinstitute.org/economic-freedom/dataset>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Economic-Freedom-of-the-World-Data.yml>`_]
* |OK_ICON| `Historical National Accounts - The datahub on Comparative Historical National Accounts [...] <https://www.rug.nl/ggdc/historicaldevelopment/na/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Historical National Accounts.yml>`_]
* |OK_ICON| `Historical MacroEconomic Statistics <http://www.historicalstatistics.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Historical-MacroEconomic-Statistics.yml>`_]
* |OK_ICON| `DBnomics – the world's economic database - Aggregates hundreds of millions of time series [...] <https://db.nomics.world/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/International-Economics-Database.yml>`_]
* |OK_ICON| `International Trade Statistics <http://www.econostatistics.co.za/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/International-Trade-Statistics.yml>`_]
* |OK_ICON| `Internet Product Code Database <http://www.upcdatabase.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Internet-Product-Code-Database.yml>`_]
* |OK_ICON| `Joint External Debt Data Hub <http://www.jedh.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Joint-External-Debt-Data-Hub.yml>`_]
* |OK_ICON| `Latin America KLEMS - LAKLEMS is a technical cooperation project financed by the Inter- [...] <http://laklems.net/stats/result>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/LA KLEMS.yml>`_]
* |OK_ICON| `Long-Term Productivity Database - The Long-Term Productivity database was created as a [...] <http://longtermproductivity.com/download.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Long-Term-Productivity-Database.yml>`_]
* |OK_ICON| `Maddison Project Database - The Maddison Project Database provides information on comparative [...] <https://www.rug.nl/ggdc/historicaldevelopment/maddison/releases/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Maddison Project.yml>`_]
* |OK_ICON| `National Transfer Accounts - The goal of the National Transfer Accounts (NTA) project is to [...] <https://ntaccounts.org/web/nta/show/Browse%20database#H-zfl0oo>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/NTA.yml>`_]
* |OK_ICON| `OpenCorporates Database of Companies in the World <https://opencorporates.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/OpenCorporates-Database-of-Companies-in-the-World.yml>`_]
* |OK_ICON| `Our World in Data <http://ourworldindata.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Our-World-in-Data.yml>`_]
* |OK_ICON| `Penn World Table - PWT version 10.0 is a database with information on relative levels of [...] <https://www.rug.nl/ggdc/productivity/pwt/?lang=en/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Penn World Table.yml>`_]
* |OK_ICON| `SciencesPo World Trade Gravity Datasets <http://econ.sciences-po.fr/thierry-mayer/data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/SciencesPo-World-Trade-Gravity-Datasets.yml>`_]
* |OK_ICON| `The Atlas of Economic Complexity <http://atlas.cid.harvard.edu>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/The-Atlas-of-Economic-Complexity.yml>`_]
* |OK_ICON| `The Center for International Data <http://cid.econ.ucdavis.edu>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/The-Center-for-International-Data.yml>`_]
* |OK_ICON| `UN Human Development Reports <http://hdr.undp.org/en>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/UN-Human-Development-Reports.yml>`_]
* |OK_ICON| `World Input-Output Database - World Input-Output Tables and underlying data, covering 43 [...] <https://www.rug.nl/ggdc/valuechain/wiod/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/World Input-Output Database.yml>`_]
* |OK_ICON| `World KLEMS - Analytical KLEMS-type data sets for a broad set of countries around the world. [...] <https://www.worldklems.net/wkanalytical>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/World KLEMS.yml>`_]
Education
---------
* |OK_ICON| `College Scorecard Data <https://collegescorecard.ed.gov/data/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Education/College-Scorecard-Data.yml>`_]
* |OK_ICON| `New York State Education Department Data - The New York State Education Department (NYSED) is [...] <https://data.nysed.gov/downloads.php>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Education/New-York-State-Education-Department.yml>`_]
* |OK_ICON| `Student Data from Free Code Camp <https://github.com/freeCodeCamp/open-data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Education/Student-Data-from-Free-Code-Camp.yml>`_]
Energy
------
* |OK_ICON| `AMPds - The Almanac of Minutely Power dataset <http://ampds.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/AMPds.yml>`_]
* |OK_ICON| `COMBED <http://combed.github.io/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/COMBED.yml>`_]
* |OK_ICON| `DBFC - Direct Borohydride Fuel Cell (DBFC) Dataset <https://github.com/ECSIM/dbfc-dataset>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/DBFC.yml>`_]
* |OK_ICON| `DEL - Domestic Electrical Load study datsets for South Africa (1994 - 2014) <https://www.datafirst.uct.ac.za/dataportal/index.php/catalog/DELS>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/DEL.yml>`_]
* |OK_ICON| `ECO - The ECO data set is a comprehensive data set for non-intrusive load monitoring and [...] <http://www.vs.inf.ethz.ch/res/show.html?what=eco-data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/ECO.yml>`_]
* |OK_ICON| `EIA <http://www.eia.gov/electricity/data/eia923/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/EIA.yml>`_]
* |OK_ICON| `Global Power Plant Database - The Global Power Plant Database is a comprehensive, open source [...] <http://datasets.wri.org/dataset/globalpowerplantdatabase>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/Global Power Plant Database.yml>`_]
* |OK_ICON| `HES - Household Electricity Study, UK <http://randd.defra.gov.uk/Default.aspx?Menu=Menu&Module=More&Location=None&ProjectID=17359&FromSearch=Y&Publisher=1&SearchText=EV0702&SortString=ProjectCode&SortOrder=Asc&Paging=10#Description>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/HES.yml>`_]
* |OK_ICON| `HFED <http://hfed.github.io/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/HFED.yml>`_]
* |OK_ICON| `MORED: a Moroccan Buildings’ Electricity Consumption Dataset - Since spring of 2019, a data [...] <https://github.com/MOREDataset/MORED>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/MORED.yml>`_]
* |OK_ICON| `Marktstammdatenregister - The German Marktstammdatenregister (MaStR) is a database of all [...] <https://www.marktstammdatenregister.de/MaStR/Datendownload>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/MaStR.yml>`_]
* |OK_ICON| `PEM1 - Proton Exchange Membrane (PEM) Fuel Cell Dataset <https://github.com/ECSIM/pem-dataset1>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/PEM1.yml>`_]
* |OK_ICON| `PLAID - The Plug Load Appliance Identification Dataset <http://plaidplug.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/PLAID.yml>`_]
* |OK_ICON| `The Public Utility Data Liberation Project (PUDL) - PUDL makes US energy data easier to [...] <https://github.com/catalyst-cooperative/pudl>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/PUDL.yml>`_]
* |OK_ICON| `SYND - A synthetic energy dataset for non-intrusive load monitoring - With SynD, we present a [...] <https://www.nature.com/articles/s41597-020-0434-6>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/SYND.yml>`_]
* |OK_ICON| `Tracebase <https://github.com/areinhardt/tracebase>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/Tracebase.yml>`_]
* |OK_ICON| `UK-DALE - UK Domestic Appliance-Level Electricity <https://jack-kelly.com/data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/UK-DALE.yml>`_]
* |OK_ICON| `WHITED <http://nilmworkshop.org/2016/proceedings/Poster_ID18.pdf>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/WHITED.yml>`_]
* |OK_ICON| `iAWE <http://iawe.github.io/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/iAWE.yml>`_]
Entertainment
-------------
* |OK_ICON| `Top Streamers on Twitch - This contains data of Top 1000 Streamers from past year. <https://www.kaggle.com/aayushmishra1512/twitchdata>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Entertainment/TwitchStreamersData.yml>`_]
Finance
-------
* |OK_ICON| `BIS Statistics - BIS statistics, compiled in cooperation with central banks and other [...] <https://www.bis.org/statistics/full_data_sets.htm>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/BIS Statistics.yml>`_]
* |OK_ICON| `Blockmodo Coin Registry - A registry of JSON formatted information files that is primarily [...] <https://github.com/Blockmodo/coin_registry>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/Blockmodo-Coin-Registry>`_]
* |OK_ICON| `Complete FAANG Stock data - This data set contains all the stock data of FAANG companies from [...] <https://www.kaggle.com/aayushmishra1512/faang-complete-stock-data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/FAANG-StockData.yml>`_]
* |OK_ICON| `Google Finance <https://www.google.com/finance>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/Google-Finance.yml>`_]
* |OK_ICON| `Google Trends <http://www.google.com/trends?q=google&ctab=0&geo=all&date=all&sort=0>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/Google-Trends.yml>`_]
* |OK_ICON| `NASDAQ <https://data.nasdaq.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/NASDAQ.yml>`_]
* |OK_ICON| `NYSE Market Data <ftp://ftp.nyxdata.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/NYSE-Market-Data.yml>`_]
* |OK_ICON| `Quandl <https://www.quandl.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/Quandl.yml>`_]
* |OK_ICON| `St Louis Federal <https://research.stlouisfed.org/fred2/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/St-Louis-Federal.yml>`_]
* |OK_ICON| `Yahoo Finance <http://finance.yahoo.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/Yahoo-Finance.yml>`_]
GIS
---
* |OK_ICON| `Awesome 3D Semantic City Models - Collection of open 3D semantic city and region models. <https://github.com/OloOcki/awesome-citygml>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/3D-Semantic-City-Models.yml>`_]
* |OK_ICON| `ArcGIS Open Data portal <http://opendata.arcgis.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/ArcGIS-Open-Data-portal.yml>`_]
* |OK_ICON| `Cambridge, MA, US, GIS data on GitHub <http://cambridgegis.github.io/gisdata.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/Cambridge-MA-US-GIS-data-on-GitHub.yml>`_]
* |OK_ICON| `Database of all continents, countries, States/Subdivisions/Provinces and Cities - Database [...] <https://www.back4app.com/database/back4app/list-of-all-continents-countries-cities>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/Database-of-Continents-Coutries-States-Cities.yml>`_]
* |OK_ICON| `IEEE Geoscience and Remote Sensing Society DASE Website <http://dase.grss-ieee.org>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/GRSS-DASE-Website.yml>`_]
* |OK_ICON| `Geo Maps - High Quality GeoJSON maps programmatically generated <https://github.com/simonepri/geo-maps>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/Geo-Maps.yml>`_]
* |OK_ICON| `Geo Wiki Project - Citizen-driven Environmental Monitoring <http://geo-wiki.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/Geo-Wiki-Project.yml>`_]
* |OK_ICON| `GeoFabrik - OSM data extracted to a variety of formats and areas <http://download.geofabrik.de/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/GeoFabrik.yml>`_]
* |OK_ICON| `GeoNames Worldwide <http://www.geonames.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/GeoNames-Worldwide.yml>`_]
* |OK_ICON| `Global Administrative Areas Database (GADM) - Geospatial data organized by country. Includes [...] <https://gadm.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/Global-Administrative-Areas-Database-GADM.yml>`_]
* |OK_ICON| `Homeland Infrastructure Foundation-Level Data <https://hifld-geoplatform.opendata.arcgis.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/Homeland-Infrastructure-Foundation.yml>`_]
* |OK_ICON| `Landsat 8 on AWS <https://aws.amazon.com/public-data-sets/landsat/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/Landsat-8-on-AWS.yml>`_]
* |OK_ICON| `List of all countries in all languages <https://github.com/umpirsky/country-list>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/List-of-all-countries-in-all-languages.yml>`_]
* |OK_ICON| `National Weather Service GIS Data Portal <http://www.nws.noaa.gov/gis/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/National-Weather-Service-GIS-Data-Portal.yml>`_]
* |OK_ICON| `OpenAddresses <http://openaddresses.io/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/OpenAddresses.yml>`_]
* |OK_ICON| `OpenStreetMap (OSM) <http://wiki.openstreetmap.org/wiki/Downloading_data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/OpenStreetMap-OSM.yml>`_]
* |OK_ICON| `Pleiades - Gazetteer and graph of ancient places <http://pleiades.stoa.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/Pleiades.yml>`_]
* |OK_ICON| `Reverse Geocoder using OSM data <https://github.com/kno10/reversegeocode>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/Reverse-Geocoder-using-OSM-data.yml>`_]
* |OK_ICON| `Robin Wilson - Free GIS Datasets <http://freegisdata.rtwilson.com>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/Robin-Wilson-Free-GIS-Datasets.yml>`_]
* |OK_ICON| `Shadow Accrual Maps - The repository contains the accumulated shadow information for New York [...] <https://github.com/VIDA-NYU/shadow-accrual-maps/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/Shadow-Accrual-Maps.yml>`_]
* |OK_ICON| `TIGER/Line - U.S. boundaries and roads <https://www.census.gov/geo/maps-data/data/tiger-line.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/TIGER-Line.yml>`_]
* |OK_ICON| `TZ Timezones shapefile <http://efele.net/maps/tz/world/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/TZ-Timezones-shapfiles.yml>`_]
* |OK_ICON| `TwoFishes - Foursquare's coarse geocoder <https://github.com/foursquare/twofishes>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/TwoFishes.yml>`_]
* |OK_ICON| `UN Environmental Data <http://geodata.grid.unep.ch/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/UN-Environmental-Data.yml>`_]
* |OK_ICON| `World boundaries from the U.S. Department of State <http://geonode.state.gov/layers/?limit=100&offset=0>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/World-boundaries-from--the-U.S.-Department-of-State.yml>`_]
* |OK_ICON| `World countries in multiple formats <https://github.com/mledoze/countries>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/World-countries-in-multiple-formats.yml>`_]
Government
----------
* |OK_ICON| `Alberta, Province of Canada <http://open.alberta.ca>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Alberta-Province-of-Canada.yml>`_]
* |OK_ICON| `Austin, TX, US <https://data.austintexas.gov/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Austin-TX-US.yml>`_]
* |OK_ICON| `Australia (abs.gov.au) <http://www.abs.gov.au/AUSSTATS/abs@.nsf/DetailsPage/3301.02009?OpenDocument>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Australia-abs.gov.au.yml>`_]
* |OK_ICON| `Australia (data.gov.au) <https://data.gov.au/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Australia-data.gov.au.yml>`_]
* |OK_ICON| `Austria (data.gv.at) <https://www.data.gv.at/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Austria-data.gv.at.yml>`_]
* |OK_ICON| `Baton Rouge, LA, US <https://data.brla.gov/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Baton-Rouge-LA-US.yml>`_]
* |OK_ICON| `Belgium <http://data.gov.be/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Belgium.yml>`_]
* |OK_ICON| `City of Berkeley Open Data <https://data.cityofberkeley.info/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Berkeley-CA-Open-Data.yml>`_]
* |OK_ICON| `Brazil <https://dados.gov.br/dados/conjuntos-dados>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Brazil.yml>`_]
* |OK_ICON| `Buenos Aires, Argentina <http://data.buenosaires.gob.ar/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Buenos-Aires-Argentina.yml>`_]
* |OK_ICON| `Calgary, AB, Canada <https://data.calgary.ca/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Calgary-AB-Canada.yml>`_]
* |OK_ICON| `Cambridge, MA, US <https://data.cambridgema.gov/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Cambridge-MA-US.yml>`_]
* |OK_ICON| `Canada <http://open.canada.ca/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Canada.yml>`_]
* |OK_ICON| `Chicago <https://data.cityofchicago.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Chicago.yml>`_]
* |OK_ICON| `Dallas Open Data <https://www.dallasopendata.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Dallas-Open-Data.yml>`_]
* |OK_ICON| `DataBC - data from the Province of British Columbia <https://www.data.gov.bc.ca/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/DataBC.yml>`_]
* |OK_ICON| `Debt to the Penny - The Debt to the Penny dataset provides information about the total [...] <https://fiscaldata.treasury.gov/datasets/debt-to-the-penny/debt-to-the-penny>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Debt-to-penny.yml>`_]
* |OK_ICON| `Denver Open Data <http://data.denvergov.org//>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Denver-Open-Data.yml>`_]
* |OK_ICON| `Durham, NC Open Data <https://live-durhamnc.opendata.arcgis.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Durham-NC-Open-Data.yml>`_]
* |OK_ICON| `Edmonton, AB, Canada <https://data.edmonton.ca/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Edmonton-AB-Canada.yml>`_]
* |OK_ICON| `England LGInform <http://lginform.local.gov.uk/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/England-LGInform.yml>`_]
* |OK_ICON| `EuroStat <http://ec.europa.eu/eurostat/data/database>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/EuroStat.yml>`_]
* |OK_ICON| `EveryPolitician - Ongoing project collating and sharing data on every politician. <http://everypolitician.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/EveryPolitician.yml>`_]
* |OK_ICON| `Federal Committee on Statistical Methodology (FCSM) (formerly FedStats) <https://nces.ed.gov/FCSM/index.asp>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/FedStats.yml>`_]
* |OK_ICON| `Finland <https://www.opendata.fi/en>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Finland.yml>`_]
* |OK_ICON| `France <https://www.data.gouv.fr/en/datasets/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/France.yml>`_]
* |OK_ICON| `Gatineau, QC, Canada <http://www.gatineau.ca/donneesouvertes/default_fr.aspx>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Gatineau-QC-Canada.yml>`_]
* |OK_ICON| `Germany <https://www-genesis.destatis.de/genesis/online>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Germany.yml>`_]
* |OK_ICON| `Ghent, Belgium <https://data.stad.gent/explore>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Ghent-Belgium.yml>`_]
* |OK_ICON| `Glasgow, Scotland, UK <https://data.glasgow.gov.uk/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Glasgow-Scotland-UK.yml>`_]
* |OK_ICON| `Greece <http://www.data.gov.gr/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Greece.yml>`_]
* |OK_ICON| `Guardian world governments <http://www.guardian.co.uk/world-government-data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Guardian-world-governments.yml>`_]
* |OK_ICON| `Helsinki Region, Finland <http://www.hri.fi/en/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Helsinki-Region-Finland.yml>`_]
* |OK_ICON| `Hong Kong, China <https://data.gov.hk/en/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Hong-Kong-China.yml>`_]
* |OK_ICON| `Houston, TX, US <http://data.houstontx.gov/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Houston-TX-US.yml>`_]
* |OK_ICON| `Indian Government Data <https://data.gov.in/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Indian-Government-Data.yml>`_]
* |OK_ICON| `Indonesian Data Portal <http://data.go.id/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Indonesian-Data-Portal.yml>`_]
* |OK_ICON| `Iowa - Welcome to the State of Iowa's data portal. Please explore data about Iowa and your [...] <https://data.iowa.gov/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Iowa.yml>`_]
* |OK_ICON| `Ireland's Open Data Portal <https://data.gov.ie/data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Irelands-Open-Data-Portal.yml>`_]
* |OK_ICON| `Israel's Open Data Portal <https://data.gov.il>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Israel.yml>`_]
* |OK_ICON| `Italy - Il Portale dati.gov.it è il catalogo nazionale dei metadati relativi ai dati [...] <https://www.dati.gov.it/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Italy.yml>`_]
* |OK_ICON| `Japan <http://www.e-stat.go.jp/SG1/estat/eStatTopPortalE.do>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Japan.yml>`_]
* |OK_ICON| `Laval, QC, Canada <http://www.laval.ca/Pages/Fr/Citoyens/donnees.aspx>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Laval-QC-Canada.yml>`_]
* |OK_ICON| `Lexington, KY <http://data.lexingtonky.gov/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Lexington-KY.yml>`_]
* |OK_ICON| `London Datastore, UK <http://data.london.gov.uk/dataset>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/London-Datastore-UK.yml>`_]
* |OK_ICON| `Los Angeles Open Data <https://data.lacity.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Los-Angeles-Open-Data.yml>`_]
* |OK_ICON| `Luxembourg - Luxembourgish Open Data Portal <https://data.public.lu/en/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Luxembourg.yml>`_]
* |OK_ICON| `MassGIS, Massachusetts, U.S. <http://www.mass.gov/anf/research-and-tech/it-serv-and-support/application-serv/office-of-geographic-information-massgis/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/MassGIS-Massachusetts-U.S..yml>`_]
* |OK_ICON| `Metropolitan Transportation Commission (MTC), California, US <http://mtc.ca.gov/tools-resources/data-tools/open-data-library>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Metropolitain-Transportation-Commission-MTC-California-US.yml>`_]
* |OK_ICON| `Mexico <https://datos.gob.mx/busca/dataset>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Mexico.yml>`_]
* |OK_ICON| `Mississauga, ON, Canada <http://www.mississauga.ca/portal/residents/publicationsopendatacatalogue>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Missisauga-ON-Canada.yml>`_]
* |OK_ICON| `Moldova <http://data.gov.md/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Moldova.yml>`_]
* |OK_ICON| `Moncton, NB, Canada <http://open.moncton.ca/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Moncton-NB-Canada.yml>`_]
* |OK_ICON| `Montreal, QC, Canada <http://donnees.ville.montreal.qc.ca/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Montreal-QC-Canada.yml>`_]
* |OK_ICON| `Mountain View, California, US (GIS) <http://data-mountainview.opendata.arcgis.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Mountain-View-California-US-GIS.yml>`_]
* |OK_ICON| `NYC betanyc <http://betanyc.us/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/NYC-betanyc.yml>`_]
* |OK_ICON| `Netherlands <https://data.overheid.nl/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Netherlands.yml>`_]
* |OK_ICON| `New York Department of Sanitation Monthly Tonnage - DSNY Monthly Tonnage Data provides [...] <https://data.cityofnewyork.us/City-Government/DSNY-Monthly-Tonnage-Data/ebb7-mvp5>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/New-York-Department-of-Sanitation.yml>`_]
* |OK_ICON| `New Zealand <http://www.stats.govt.nz/browse_for_stats.aspx>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/New-Zealand.yml>`_]
* |OK_ICON| `OECD <https://data.oecd.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/OECD.yml>`_]
* |OK_ICON| `Oklahoma <https://data.ok.gov/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Oklahoma.yml>`_]
* |OK_ICON| `Open Government Data (OGD) Platform India <https://data.gov.in/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Open-Government-Data-OGD-Platform-India.yml>`_]
* |OK_ICON| `OpenDataSoft's list of 1,600 open data <https://www.opendatasoft.com/blog/2015/11/02/how-we-put-together-a-list-of-1600-open-data-portals-around-the-world-to-help-open-data-community>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/OpenDataSofts-list-of-1600-open-data.yml>`_]
* |OK_ICON| `Oregon <https://data.oregon.gov/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Oregon.yml>`_]
* |OK_ICON| `Ottawa, ON, Canada <http://data.ottawa.ca/en/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Ottawa-ON-Canada.yml>`_]
* |OK_ICON| `Palo Alto, California, US <http://data.cityofpaloalto.org/home>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Palo-Alto-California-US.yml>`_]
* |OK_ICON| `OpenDataPhilly - OpenDataPhilly is a catalog of open data in the Philadelphia region. In [...] <https://www.opendataphilly.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Philadelphia-Open-Data.yml>`_]
* |OK_ICON| `Portland, Oregon <https://www.portlandoregon.gov/28130>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Portland-Oregon.yml>`_]
* |OK_ICON| `Portugal - Pordata organization <http://www.pordata.pt/en/Home>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Portugal.yml>`_]
* |OK_ICON| `Quebec Province of Canada <https://www.donneesquebec.ca/en/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Quebec-Province-of-Canada.yml>`_]
* |OK_ICON| `Regina SK, Canada <http://open.regina.ca/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Regina-SK-Canada.yml>`_]
* |OK_ICON| `Rio de Janeiro, Brazil <http://www.data.rio/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Rio-de-Janeiro-Brazil.yml>`_]
* |OK_ICON| `Romania <http://data.gov.ro/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Romania.yml>`_]
* |OK_ICON| `San Diego, CA <https://data.sandiego.gov>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/San Diego, CA.yml>`_]
* |OK_ICON| `San Antonio, TX - Community Information Now - CI:Now is a nonprofit serving Bexar (San [...] <http://cinow.info/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/San-Antonio-TX-US-Community-Information-Now.yml>`_]
* |OK_ICON| `San Francisco Data sets <http://datasf.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/San-Francisco-Data-sets.yml>`_]
* |OK_ICON| `San Jose, California, US <http://data.sanjoseca.gov/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/San-Jose-California-US.yml>`_]
* |OK_ICON| `San Mateo County, California, US <https://data.smcgov.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/San-Mateo-County-California-US.yml>`_]
* |OK_ICON| `Seattle <https://data.seattle.gov/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Seattle.yml>`_]
* |OK_ICON| `Singapore Government Data <https://data.gov.sg/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Singapore-Government-Data.yml>`_]
* |OK_ICON| `South Africa Trade Statistics <http://www.econostatistics.co.za/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/South-Africa-Trade-Statistics.yml>`_]
* |OK_ICON| `South Africa <http://www.statssa.gov.za/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/South-Africa.yml>`_]
* |OK_ICON| `State of Utah, US <https://opendata.utah.gov/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/State-of-Utah-US.yml>`_]
* |OK_ICON| `Switzerland <http://www.opendata.admin.ch/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Switzerland.yml>`_]
* |OK_ICON| `Taiwan gov <https://data.gov.tw/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Taiwan-g0v.yml>`_]
* |OK_ICON| `Taiwan <http://data.gov.tw/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Taiwan.yml>`_]
* |OK_ICON| `Texas Open Data <https://data.texas.gov/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Texas-Open-Data.yml>`_]
* |OK_ICON| `The World Bank <https://openknowledge.worldbank.org/handle/10986/2124>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/The-World-Bank.yml>`_]
* |OK_ICON| `Toronto, ON, Canada <https://open.toronto.ca/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Toronto-ON-Canada.yml>`_]
* |OK_ICON| `Tunisia <http://www.data.gov.tn/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Tunisia.yml>`_]
* |OK_ICON| `U.K. Government Data <https://data.gov.uk>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/U.K.-Government-Data.yml>`_]
* |OK_ICON| `U.S. American Community Survey <https://www.census.gov/programs-surveys/acs/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/U.S.-American-Community-Survey.yml>`_]
* |OK_ICON| `U.S. CDC Public Health datasets <https://www.cdc.gov/nchs/data_access/ftp_data.htm>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/U.S.-CDC-Public-Health-datasets.yml>`_]
* |OK_ICON| `U.S. Census Bureau <http://www.census.gov/data.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/U.S.-Census-Bureau.yml>`_]
* |OK_ICON| `U.S. Department of Housing and Urban Development (HUD) <http://www.huduser.gov/portal/datasets/pdrdatas.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/U.S.-Department-of-Housing-and-Urban-Development-HUD.yml>`_]
* |OK_ICON| `U.S. Federal Government Data Catalog <http://catalog.data.gov/dataset>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/U.S.-Federal-Government-Data-Catalog.yml>`_]
* |OK_ICON| `U.S. Food and Drug Administration (FDA) <https://open.fda.gov/index.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/U.S.-Food-and-Drug-Administration-FDA.yml>`_]
* |OK_ICON| `U.S. National Center for Education Statistics (NCES) <http://nces.ed.gov/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/U.S.-National-Center-for-Education-Statistics-NCES.yml>`_]
* |OK_ICON| `U.S. Open Government <http://www.data.gov/open-gov/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/U.S.-Open-Government.yml>`_]
* |OK_ICON| `UK 2011 Census Open Atlas Project <https://data.cdrc.ac.uk/product/cdrc-2011-census-open-atlas>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/UK-2011-Census-Open-Atlas-Project.yml>`_]
* |OK_ICON| `US Counties - This is a repository of various data, broken down by US county. While most of [...] <https://github.com/evangambit/JsonOfCounties>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/US-Counties.yml>`_]
* |OK_ICON| `U.S. Patent and Trademark Office (USPTO) Bulk Data Products <https://www.uspto.gov/learning-and-resources/bulk-data-products>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/USPTO-Bulk-Data-Products.yml>`_]
* |OK_ICON| `Ukraine <https://data.gov.ua/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Ukraine.yml>`_]
* |OK_ICON| `United Nations <http://data.un.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/United-Nations.yml>`_]
* |OK_ICON| `Uruguay <https://catalogodatos.gub.uy/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Uruguay.yml>`_]
* |OK_ICON| `Valley Transportation Authority (VTA), California, US <https://data.vta.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Valley-Transportation-Authority-VTA-California-US.yml>`_]
* |OK_ICON| `Vancouver, BC Open Data Catalog <http://data.vancouver.ca/datacatalogue/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Vancouver-BC-Open-Data-Catalog.yml>`_]
* |OK_ICON| `Victoria, BC, Canada <http://opendata.victoria.ca/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Victoria-BC-Canada.yml>`_]
* |OK_ICON| `Vienna, Austria <https://open.wien.gv.at/site/open-data/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Vienna-Austria.yml>`_]
* |OK_ICON| `U.S. Congressional Research Service (CRS) Reports <https://www.everycrsreport.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/everycrsreport.yml>`_]
Healthcare
----------
* |OK_ICON| `AWS COVID-19 Datasets - We're working with organizations who make COVID-19-related data [...] <https://dj2taa9i652rf.cloudfront.net/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Aws-COVID-19.yml>`_]
* |OK_ICON| `COVID-19 Case Surveillance Public Use Data - The COVID-19 case surveillance system database [...] <https://data.cdc.gov/Case-Surveillance/COVID-19-Case-Surveillance-Public-Use-Data/vbim-akqf>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/COVID-19-Case-Surveillance-Public-Use-Data.yml>`_]
* |OK_ICON| `Covid-19 non-processed data of Ecuador - It's a project which provides non-processed datasets [...] <https://github.com/andrab/ecuacovid>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/COVID-19-Ecuador-Data.yml>`_]
* |OK_ICON| `2019 Novel Coronavirus COVID-19 Data Repository by Johns Hopkins CSSE - This is the data [...] <https://github.com/CSSEGISandData/COVID-19>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/COVID-19-Johns-Hopkins.yml>`_]
* |OK_ICON| `Coronavirus (Covid-19) Data in the United States - The New York Times is releasing a series [...] <https://github.com/nytimes/covid-19-data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/COVID-19-New-York-Times.yml>`_]
* |OK_ICON| `Composition of Foods Raw, Processed, Prepared USDA National Nutrient Database for Standard [...] <https://data.nal.usda.gov/dataset/composition-foods-raw-processed-prepared-usda-national-nutrient-database-standard-reference-release-27>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Composition-of-Foods-Raw-Processed-Prepared-USDA-National-Nutrient-Database-for-Standard-Reference.yml>`_]
* |OK_ICON| `The COVID Tracking Project - The COVID Tracking Project collects and publishes the most [...] <https://covidtracking.com/data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Covid-Tracking-Project.yml>`_]
* |OK_ICON| `GDC - GDC supports several cancer genome programs for CCG, TCGA, TARGET etc. <https://gdc.cancer.gov/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/GDC.yml>`_]
* |OK_ICON| `Gapminder World demographic databases <http://www.gapminder.org/data/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Gapminder-World-demographic-databases.yml>`_]
* |OK_ICON| `MeSH, the vocabulary thesaurus used for indexing articles for PubMed <https://www.nlm.nih.gov/mesh/filelist.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/MeSH-the-vocabulary-thesaurus-used-for-indexing-articles-for-PubMed.yml>`_]
* |OK_ICON| `MeDAL - A large medical text dataset curated for abbreviation disambiguation - Medical [...] <https://github.com/BruceWen120/medal>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Medal-medical-abbreviations.yml>`_]
* |OK_ICON| `Medicare Coverage Database (MCD), U.S. <https://www.cms.gov/medicare-coverage-database/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Medicare-Coverage-Database-MCD-U.S..yml>`_]
* |OK_ICON| `Medicare Data Engine of medicare.gov Data <https://data.medicare.gov/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Medicare-Data-Engine-of-medicare.gov-Data.yml>`_]
* |OK_ICON| `Medicare Data File <http://go.cms.gov/19xxPN4>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Medicare-Data-File.yml>`_]
* |OK_ICON| `Nightingale Open Science <https://docs.nightingalescience.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Nightingale.yml>`_]
* |OK_ICON| `Number of Ebola Cases and Deaths in Affected Countries (2014) <https://data.humdata.org/dataset/ebola-cases-2014>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Number-of-Ebola-Cases-and-Deaths-in-Affected-Countries-2014.yml>`_]
* |OK_ICON| `Open-ODS (structure of the UK NHS) <http://www.openods.co.uk>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Open-ODS.yml>`_]
* |OK_ICON| `OpenPaymentsData, Healthcare financial relationship data <https://openpaymentsdata.cms.gov>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/OpenPaymentsData-Healthcare-financial-relationship-data.yml>`_]
* |OK_ICON| `PhysioBank Databases - A large and growing archive of physiological data. <https://www.physionet.org/physiobank/database/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/PhysioBank-Databases.yml>`_]
* |OK_ICON| `The Cancer Imaging Archive (TCIA) <https://www.cancerimagingarchive.net>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/TCIA.yml>`_]
* |OK_ICON| `The Cancer Genome Atlas project (TCGA) <https://portal.gdc.cancer.gov/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/The-Cancer-Genome-Atlas-project-TCGA.yml>`_]
* |OK_ICON| `World Health Organization Global Health Observatory <http://www.who.int/gho/en/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/World-Health-Organization-Global-Health-Observatory.yml>`_]
* |OK_ICON| `Yahoo Knowledge Graph COVID-19 Datasets - The Yahoo Knowledge Graph team at Verizon Media is [...] <https://github.com/yahoo/covid-19-data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Yahoo-COVID-19.yml>`_]
* |OK_ICON| `Informatics for Integrating Biology and the Bedside <https://www.i2b2.org/NLP/DataSets/Main.php>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/i2b2.yml>`_]
ImageProcessing
---------------
* |OK_ICON| `10k US Adult Faces Database <http://wilmabainbridge.com/facememorability2.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/10k-US-Adult-Faces-Database.yml>`_]
* |OK_ICON| `Audience Unfiltered faces for gender and age classification <http://www.openu.ac.il/home/hassner/Adience/data.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/Adience-Unfiltered-faces-for-gender-and-age-classification.yml>`_]
* |OK_ICON| `Affective Image Classification <http://www.imageemotion.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/Affective-Image-Classification.yml>`_]
* |OK_ICON| `Airborne Object Detection and Tracking - The Airborne Object Tracking (AOT) dataset is a [...] <https://www.aicrowd.com/challenges/airborne-object-tracking-challenge>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/Airborne-Object-Detection-and-Tracking.yml>`_]
* |OK_ICON| `Animals with attributes <http://attributes.kyb.tuebingen.mpg.de/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/Animals-with-attributes.yml>`_]
* |OK_ICON| `CADDY Underwater Stereo-Vision Dataset of divers' hand gestures - Contains 10K stereo pair [...] <http://caddy-underwater-datasets.ge.issia.cnr.it/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/CADDY-Underwater-Stereo-Vision-Dataset-of-hand-gestures.yml>`_]
* |OK_ICON| `Cytology Dataset – CCAgT: Images of Cervical Cells with AgNOR Stain Technique - Contains 9339 [...] <https://doi.org/10.17632/wg4bpm33hj.2>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/CCAgT.yml>`_]
* |OK_ICON| `Cube++ - 4890 raw 18-megapixel images, each containing a SpyderCube color target in their [...] <https://github.com/Visillect/CubePlusPlus>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/Cube-Plus-Plus.yml>`_]
* |OK_ICON| `Densely Annotated Video Driving Data Set - This data set consists of 28 video sequences of [...] <https://mediatum.ub.tum.de/1596437>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/DAVID.yml>`_]
* |OK_ICON| `Danbooru Tagged Anime Illustration Dataset - A large-scale anime image database with 3.33m+ [...] <https://www.gwern.net/Danbooru>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/Danbooru-Tagged-Anime-Illustration-Dataset.yml>`_]
* |OK_ICON| `Face Recognition Benchmark <http://www.face-rec.org/databases/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/Face-Recognition-Benchmark.yml>`_]
* |OK_ICON| `GDXray - X-ray images for X-ray testing and Computer Vision <http://dmery.ing.puc.cl/index.php/material/gdxray/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/GDXray.yml>`_]
* |OK_ICON| `HumanEva Dataset - The HumanEva-I dataset contains 7 calibrated video sequences (4 grayscale [...] <http://humaneva.is.tue.mpg.de/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/HumanEva-Dataset.yml>`_]
* |OK_ICON| `ImageNet (in WordNet hierarchy) <http://www.image-net.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/ImageNet.yml>`_]
* |OK_ICON| `Indoor Scene Recognition <http://web.mit.edu/torralba/www/indoor.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/Indoor-Scene-Recognition.yml>`_]
* |OK_ICON| `International Affective Picture System, UFL <http://csea.phhp.ufl.edu/media/iapsmessage.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/International-Affective-Picture-System-UFL.yml>`_]
* |OK_ICON| `KITTI Vision Benchmark Suite <http://www.cvlibs.net/datasets/kitti/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/KITTI-Vision-Benchmark-Suite.yml>`_]
* |OK_ICON| `Labeled Information Library of Alexandria - Biology and Conservation - Contains over 10 [...] <http://lila.science>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/LILA-BC.yml>`_]
* |OK_ICON| `MNIST database of handwritten digits, near 1 million examples <http://yann.lecun.com/exdb/mnist/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/MNIST-database-of-handwritten-digits-near-1-million-examples.yml>`_]
* |OK_ICON| `Multi-View Region of Interest Prediction Dataset for Autonomous Driving - Contains 16 driving [...] <https://mediatum.ub.tum.de/1548761>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/MV-ROI.yml>`_]
* |OK_ICON| `Massive Visual Memory Stimuli, MIT <http://olivalab.mit.edu/MM/stimuli.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/Massive-Visual-Memory-Stimuli-MIT.yml>`_]
* |OK_ICON| `Newspaper Navigator - This dataset consists of extracted visual content for 16,358,041 [...] <https://news-navigator.labs.loc.gov/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/Newspaper-Navigator.yml>`_]
* |OK_ICON| `Open Images From Google - Pictures with segmentation masks for 2.8 million object instances [...] <https://storage.googleapis.com/openimages/web/download.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/OpenImagesByGoogle.yml>`_]
* |OK_ICON| `RuFa - Contains images of text written in one of two Arabic fonts (Ruqaa and Nastaliq [...] <https://github.com/mhmoodlan/arabic-font-classification/releases/tag/v0.1.0>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/RuFa-Arabic-font-dataset.yml>`_]
* |OK_ICON| `SUN database, MIT <http://groups.csail.mit.edu/vision/SUN/hierarchy.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/SUN-database-MIT.yml>`_]
* |OK_ICON| `SVIRO Synthetic Vehicle Interior Rear Seat Occupancy - 25.000 synthetic scenery's across ten [...] <https://sviro.kl.dfki.de>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/SVIRO.yml>`_]
* |OK_ICON| `Stanford Dogs Dataset <http://vision.stanford.edu/aditya86/ImageNetDogs/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/Stanford-Dogs-Dataset.yml>`_]
* |OK_ICON| `The Action Similarity Labeling (ASLAN) Challenge <http://www.openu.ac.il/home/hassner/data/ASLAN/ASLAN.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/The-Action-Similarity-Labeling-ASLAN-Challenge.yml>`_]
* |OK_ICON| `The Oxford-IIIT Pet Dataset <http://www.robots.ox.ac.uk/~vgg/data/pets/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/The-Oxford-IIIT-Pet-Dataset.yml>`_]
* |OK_ICON| `Violent-Flows - Crowd Violence / Non-violence Database and benchmark <http://www.openu.ac.il/home/hassner/data/violentflows/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/Violent-Flows.yml>`_]
* |OK_ICON| `YouTube Faces Database <http://www.cs.tau.ac.il/~wolf/ytfaces/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/YouTube-Faces-Database.yml>`_]
MachineLearning
---------------
* |OK_ICON| `All-Age-Faces Dataset - Contains 13'322 Asian face images distributed across all ages (from 2 [...] <https://github.com/JingchunCheng/All-Age-Faces-Dataset>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/All-Age-Faces-Dataset.yml>`_]
* |OK_ICON| `Audi Autonomous Driving Dataset - We have published the Audi Autonomous Driving Dataset [...] <https://www.a2d2.audi/a2d2/en.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/Audi-Autonomous-Driving-Dataset.yml>`_]
* |OK_ICON| `B3FD - Facial age (and gender) estimation dataset with 375k images - The B3FD dataset is a [...] <https://github.com/kbesenic/B3FD>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/Biometrically-Filtered-Famous-Figure-Dataset-for-Age-Estimation.yml>`_]
* |OK_ICON| `Context-aware data sets from five domains <https://github.com/irecsys/CARSKit/tree/master/context-aware_data_sets>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/Context-aware-datasets-from-five-domains.yml>`_]
* |OK_ICON| `Delve Datasets for classification and regression <http://www.cs.toronto.edu/~delve/data/datasets.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/Delve-Datasets-for-classification-and-regression.yml>`_]
* |OK_ICON| `Discogs Monthly Data <http://data.discogs.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/Discogs-Monthly-Data.yml>`_]
* |OK_ICON| `Fluorescent Neuronal Cells - By releasing this dataset, we aim at providing a new testbed for [...] <http://amsacta.unibo.it/id/eprint/6706>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/Fluorescent-Neuronal-Cells.yml>`_]
* |OK_ICON| `Free Music Archive <https://github.com/mdeff/fma>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/Free-Music-Archive.yml>`_]
* |OK_ICON| `IMDb Database <http://www.imdb.com/interfaces>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/IMDb-Database.yml>`_]
* |OK_ICON| `Iranis - A Large-scale Dataset of Farsi/Arabic License Plate Characters <https://alitourani.github.io/Iranis-dataset/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/Iranis.yml>`_]
* |OK_ICON| `Keel Repository for classification, regression and time series <http://sci2s.ugr.es/keel/datasets.php>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/Keel-Repository-for-classification-regression-and-time-series.yml>`_]
* |OK_ICON| `LLVIP - This dataset contains 30976 images, or 15488 pairs, most of which were taken at very [...] <https://bupt-ai-cz.github.io/LLVIP/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/LLVIP.yml>`_]
* |OK_ICON| `Labeled Faces in the Wild (LFW) <http://vis-www.cs.umass.edu/lfw/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/Labeled-Faces-in-the-Wild-LFW.yml>`_]
* |OK_ICON| `Lending Club Loan Data <https://www.lendingclub.com/info/download-data.action>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/Lending-Club-Loan-Data.yml>`_]
* |OK_ICON| `Million Song Dataset <http://labrosa.ee.columbia.edu/millionsong/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/Million-Song-Dataset.yml>`_]
* |OK_ICON| `More Song Datasets <http://labrosa.ee.columbia.edu/millionsong/pages/additional-datasets>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/More-Song-Datasets.yml>`_]
* |OK_ICON| `MovieLens Data Sets <http://grouplens.org/datasets/movielens/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/MovieLens-Data-Sets.yml>`_]
* |OK_ICON| `New Yorker caption contest ratings <https://github.com/nextml/caption-contest-data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/New-Yorker-caption-contest-ratings.yml>`_]
* |OK_ICON| `Restaurants Health Score Data in San Francisco <https://data.sfgov.org/Health-and-Social-Services/Restaurant-Scores-LIVES-Standard/pyih-qa8i?row_index=0>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/Restaurants-Health-Score-Data-in-San-Francisco.yml>`_]
* |OK_ICON| `TikTok Dataset - More than 300 dance videos that capture a single person performing dance [...] <https://www.yasamin.page/hdnet_tiktok>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/Tik-Tok-Dataset.yml>`_]
* |OK_ICON| `UCI Machine Learning Repository <http://archive.ics.uci.edu/ml/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/UCI-Machine-Learning-Repository.yml>`_]
* |OK_ICON| `Yahoo! Ratings and Classification Data <http://webscope.sandbox.yahoo.com/catalog.php?datatype=r>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/Yahoo-Ratings-and-Classification-Data.yml>`_]
* |OK_ICON| `YouTube-BoundingBoxes <https://research.google.com/youtube-bb/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/YouTube-BoundingBoxes.yml>`_]
* |OK_ICON| `Youtube 8m <https://research.google.com/youtube8m/download.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/Youtube-8m.yml>`_]
* |OK_ICON| `eBay Online Auctions (2012) <http://www.modelingonlineauctions.com/datasets>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/eBay-Online-Auctions-2012.yml>`_]
Museums
-------
* |OK_ICON| `Cooper-Hewitt's Collection Database <https://github.com/cooperhewitt/collection>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Museums/Cooper-Hewitt-Collection-Database.yml>`_]
* |OK_ICON| `Metropolitan Museum of Art Collection API <https://metmuseum.github.io/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Museums/Metropolitan-Museum-of-Art-Collection-API.yml>`_]
* |OK_ICON| `Minneapolis Institute of Arts metadata <https://github.com/artsmia/collection>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Museums/Minneapolis-Institute-of-Arts-metadata.yml>`_]
* |OK_ICON| `Natural History Museum (London) Data Portal <http://data.nhm.ac.uk/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Museums/Natural-History-Museum-London-Data-Portal.yml>`_]
* |OK_ICON| `Rijksmuseum Historical Art Collection <https://www.rijksmuseum.nl/en/api>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Museums/Rijksmuseum-Historical-Art-Collection.yml>`_]
* |OK_ICON| `Tate Collection metadata <https://github.com/tategallery/collection>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Museums/Tate-Collection-metadata.yml>`_]
* |OK_ICON| `The Getty vocabularies <http://vocab.getty.edu>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Museums/The-Getty-vocabularies.yml>`_]
NaturalLanguage
---------------
* |OK_ICON| `Automatic Keyphrase Extraction <https://github.com/snkim/AutomaticKeyphraseExtraction/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Automatic-Keyphrase-Extraction.yml>`_]
* |OK_ICON| `The Big Bad NLP Database <https://datasets.quantumstat.com>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/BigBadNLPDatabase.yml>`_]
* |OK_ICON| `Blizzard Challenge Speech - The speech + text data comes from professional audiobooks [...] <https://www.synsig.org/index.php/Blizzard_Challenge_2018>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Blizzard-Speech.yml>`_]
* |OK_ICON| `CLiPS Stylometry Investigation Corpus <https://zenodo.org/record/4639616>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/CLiPS-Stylometry-Investigation-Corpus.yml>`_]
* |OK_ICON| `ClueWeb09 FACC <http://lemurproject.org/clueweb09/FACC1/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/ClueWeb09-FACC.yml>`_]
* |OK_ICON| `ClueWeb12 FACC <http://lemurproject.org/clueweb12/FACC1/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/ClueWeb12-FACC.yml>`_]
* |OK_ICON| `DBpedia - Structured data from Wikipedia <https://databus.dbpedia.org/dbpedia/collections/latest-core>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/DBpedia.yml>`_]
* |OK_ICON| `Dirty Words - With millions of images in our library and billions of user-submitted keywords, [...] <https://github.com/LDNOOBW/List-of-Dirty-Naughty-Obscene-and-Otherwise-Bad-Words>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Dirty-Words.yml>`_]
* |OK_ICON| `German Political Speeches Corpus - Collection of political speeches from the German [...] <http://adrien.barbaresi.eu/corpora/speeches/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/German-Political-Speeches-Corpus.yml>`_]
* |OK_ICON| `Google Books Ngrams (2.2TB) <https://aws.amazon.com/datasets/google-books-ngrams/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Google-Books-Ngrams-2.2TB.yml>`_]
* |OK_ICON| `Google MC-AFP - Generated based on the public available Gigaword dataset using Paragraph Vectors <https://github.com/google/mcafp>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Google-MC-AFP.yml>`_]
* |OK_ICON| `Google Web 5gram (1TB, 2006) <https://catalog.ldc.upenn.edu/LDC2006T13>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Google-Web-5gram-1TB-2006.yml>`_]
* |OK_ICON| `LJ Speech - Speech dataset consisting of 13,100 short audio clips of a single speaker reading [...] <https://keithito.com/LJ-Speech-Dataset>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/LJ-Speech.yml>`_]
* |OK_ICON| `Microsoft MAchine Reading COmprehension Dataset (or MS MARCO) <http://www.msmarco.org/dataset.aspx>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/MS-MARCO.yml>`_]
* |OK_ICON| `Machine Comprehension Test (MCTest) of text from Microsoft Research <http://mattr1.github.io/mctest/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Machine-Comprehension-Test-MCTest-of-text-from-Microsoft-Research.yml>`_]
* |OK_ICON| `Machine Translation of European languages <http://statmt.org/wmt11/translation-task.html#download>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Machine-Translation-of-European-languages.yml>`_]
* |OK_ICON| `Making Sense of Microposts 2016 - Named Entity rEcognition and Linking <http://microposts2016.seas.upenn.edu/challenge.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Making-Sense-of-Microposts-2016.yml>`_]
* |OK_ICON| `Multi-Domain Sentiment Dataset (version 2.0) <http://www.cs.jhu.edu/~mdredze/datasets/sentiment/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Multi-Domain-Sentiment-Dataset-version-2.0.yml>`_]
* |OK_ICON| `No Language Left Behind (NLLB - 200vo) - Dataset based on Meta's metadata for mined bitext. [...] <https://huggingface.co/datasets/allenai/nllb>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/NoLanguageLeftBehindNLLB200vo.yml>`_]
* |OK_ICON| `Noisy speech database for training speech enhancement algorithms and TTS models - Clean and [...] <https://datashare.is.ed.ac.uk/handle/10283/2791>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Noisy-Speech.yml>`_]
* |OK_ICON| `POS/NER/Chunk annotated data <https://github.com/aritter/twitter_nlp/tree/master/data/annotated>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/POS-NER-Chunk-annotated-data.yml>`_]
* |OK_ICON| `SaudiNewsNet Collection of Saudi Newspaper Articles (Arabic, 30K articles) <https://github.com/ParallelMazen/SaudiNewsNet>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/SaudiNewsNet-Collection-of-Saudi-Newspaper-Articles-Arabic-30K-articles.yml>`_]
* |OK_ICON| `Stanford Question Answering Dataset (SQuAD) <https://rajpurkar.github.io/SQuAD-explorer/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Stanford-Question-Answering-Dataset-SQuAD.yml>`_]
* |OK_ICON| `USENET postings corpus of 2005~2011 <http://www.psych.ualberta.ca/~westburylab/downloads/usenetcorpus.download.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/USENET-postings-corpus-of-2005~2011.yml>`_]
* |OK_ICON| `Universal Dependencies <http://universaldependencies.org>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Universal-Dependencies.yml>`_]
* |OK_ICON| `Wikidata - Wikipedia databases <https://www.wikidata.org/wiki/Wikidata:Database_download>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Wikidata.yml>`_]
* |OK_ICON| `Wikipedia Links data - 40 Million Entities in Context <https://code.google.com/p/wiki-links/downloads/list>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Wikipedia-Links-data.yml>`_]
* |OK_ICON| `WordNet databases and tools <http://wordnet.princeton.edu/download/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/WordNet-databases-and-tools.yml>`_]
* |OK_ICON| `WorldTree Corpus of Explanation Graphs for Elementary Science Questions - a corpus of [...] <http://www.cognitiveai.org/explanationbank>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Worldtree-Explanation-Corpus.yml>`_]
Neuroscience
------------
* |OK_ICON| `Allen Institute Datasets <http://www.brain-map.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Neuroscience/Allen-Institute-Datasets.yml>`_]
* |OK_ICON| `Collaborative Research in Computational Neuroscience (CRCNS) <http://crcns.org/data-sets>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Neuroscience/Collaborative-Research-in-Computational-Neuroscience-CRCNS.yml>`_]
* |OK_ICON| `FCP-INDI <http://fcon_1000.projects.nitrc.org/index.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Neuroscience/FCP-INDI.yml>`_]
* |OK_ICON| `Human Connectome Project <http://www.humanconnectome.org/data/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Neuroscience/Human-Connectome-Project.yml>`_]
* |OK_ICON| `NDAR <https://ndar.nih.gov/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Neuroscience/NDAR.yml>`_]
* |OK_ICON| `NIMH Data Archive <http://data-archive.nimh.nih.gov/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Neuroscience/NIMH-Data-Archive.yml>`_]
* |OK_ICON| `NeuroData <http://neurodata.io>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Neuroscience/NeuroData.yml>`_]
* |OK_ICON| `Neuroelectro <http://neuroelectro.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Neuroscience/Neuroelectro.yml>`_]
* |OK_ICON| `OASIS <http://www.oasis-brains.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Neuroscience/OASIS.yml>`_]
* |OK_ICON| `OpenNEURO <https://openneuro.org/public/datasets>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Neuroscience/OpenNEURO>`_]
* |OK_ICON| `OpenfMRI <https://openfmri.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Neuroscience/OpenfMRI.yml>`_]
* |OK_ICON| `Study Forrest <http://studyforrest.org>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Neuroscience/Study-Forrest.yml>`_]
* |OK_ICON| `The Nencki-Symfonia EEG/ERP dataset - A high-density electroencephalography (EEG) dataset [...] <http://gigadb.org/dataset/100990>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Neuroscience/The_Nencki-Symfonia_EEG_ERP_dataset.yml>`_]
Physics
-------
* |OK_ICON| `CERN Open Data Portal <http://opendata.cern.ch/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Physics/CERN-Open-Data-Portal.yml>`_]
* |OK_ICON| `Crystallography Open Database <http://www.crystallography.net/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Physics/Crystallography-Open-Database.yml>`_]
* |OK_ICON| `IceCube - South Pole Neutrino Observatory <http://icecube.wisc.edu/science/data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Physics/IceCube.yml>`_]
* |OK_ICON| `Ligo Open Science Center (LOSC) - Gravitational wave data from the LIGO Hanford and [...] <https://losc.ligo.org>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Physics/LIGO-Open-Science-Center.yml>`_]
* |OK_ICON| `NASA Exoplanet Archive <http://exoplanetarchive.ipac.caltech.edu/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Physics/NASA-Exoplanet-Archive.yml>`_]
* |OK_ICON| `NSSDC (NASA) data of 550 space spacecraft <http://nssdc.gsfc.nasa.gov/nssdc/obtaining_data.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Physics/NSSDC-NASA-data-of-550-space-spacecraft.yml>`_]
* |OK_ICON| `Quantum simulations of an electron in a two dimensional potential well - The data was [...] <http://doi.org/10.4224/PhysRevA.96.042113.data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Physics/Quantum.yml>`_]
* |OK_ICON| `Sloan Digital Sky Survey (SDSS) - Mapping the Universe <http://www.sdss.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Physics/Sloan-Digital-Sky-Survey-SDSS.yml>`_]
ProstateCancer
--------------
* |OK_ICON| `EOPC-DE-Early-Onset-Prostate-Cancer-Germany - Early Onset Prostate Cancer - Germany. [...] <https://dcc.icgc.org/projects/EOPC-DE>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/EOPC-DE-Early-Onset-Prostate-Cancer-Germany.yml>`_]
* |OK_ICON| `GENIE - Data from the Genomics Evidence Neoplasia Information Exchange (GENIE) project of the [...] <https://www.synapse.org/genie>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/GENIE.yml>`_]
* |OK_ICON| `Genomic-Hallmarks-Prostate-Adenocarcinoma-CPC-GENE - Comprehensive genomic profiling of 477 [...] <http://www.cbioportal.org/study?id=prad_cpcg_2017>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/Genomic-Hallmarks-Prostate-Adenocarcinoma-CPC-GENE.yml>`_]
* |OK_ICON| `MSK-IMPACT-Clinical-Sequencing-Cohort-MSKCC-Prostate-Cancer - Targeted sequencing of clinical [...] <http://www.cbioportal.org/study?id=prad_mskcc_2017>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/MSK-IMPACT-Clinical-Sequencing-Cohort-MSKCC-Prostate-Cancer.yml>`_]
* |OK_ICON| `Metastatic-Prostate-Adenocarcinoma-MCTP - Comprehensive profiling of 61 prostate cancer [...] <http://www.cbioportal.org/study?id=prad_mich>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/Metastatic-Prostate-Adenocarcinoma-MCTP.yml>`_]
* |OK_ICON| `Metastatic-Prostate-Cancer-SU2CPCF-Dream-Team - Comprehensive analysis of 150 metastatic [...] <http://www.cbioportal.org/study?id=prad_su2c_2015>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/Metastatic-Prostate-Cancer-SU2CPCF-Dream-Team.yml>`_]
* |OK_ICON| `NPCR-2001-2015 - Database from CDC's National Program of Cancer Registries (NPCR). The [...] <https://www.cdc.gov/cancer/uscs/public-use>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/NPCR-2001-2015.yml>`_]
* |OK_ICON| `NPCR-2005-2015 - Database from CDC's National Program of Cancer Registries (NPCR). The [...] <https://www.cdc.gov/cancer/uscs/public-use>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/NPCR-2005-2015.yml>`_]
* |OK_ICON| `NaF-Prostate - NaF Prostate is a collection of F-18 NaF positron emission tomography/computed [...] <https://wiki.cancerimagingarchive.net/display/Public/NaF+Prostate>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/NaF-Prostate.yml>`_]
* |OK_ICON| `Neuroendocrine-Prostate-Cancer - Whole exome and RNA Seq data of castration resistant [...] <http://www.cbioportal.org/study?id=nepc_wcm_2016>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/Neuroendocrine-Prostate-Cancer.yml>`_]
* |OK_ICON| `PLCO-Prostate-Diagnostic-Procedures - The Prostate Diagnostic Procedures dataset (95,837 [...] <https://biometry.nci.nih.gov/cdas/plco/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/PLCO-Prostate-Diagnostic-Procedures.yml>`_]
* |OK_ICON| `PLCO-Prostate-Medical-Complications - The Prostate Medical Complications dataset (3,350 [...] <https://biometry.nci.nih.gov/cdas/plco/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/PLCO-Prostate-Medical-Complications.yml>`_]
* |OK_ICON| `PLCO-Prostate-Screening-Abnormalities - The Prostate Screening Abnormalities dataset (10,527 [...] <https://biometry.nci.nih.gov/cdas/plco/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/PLCO-Prostate-Screening-Abnormalities.yml>`_]
* |OK_ICON| `PLCO-Prostate-Screening - The Prostate Screening dataset (177,315 records, 35,875 subjects, [...] <https://biometry.nci.nih.gov/cdas/plco/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/PLCO-Prostate-Screening.yml>`_]
* |OK_ICON| `PLCO-Prostate-Treatments - The Prostate Treatments dataset (13,409 records, 7,614 subjects, [...] <https://biometry.nci.nih.gov/cdas/plco/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/PLCO-Prostate-Treatments.yml>`_]
* |OK_ICON| `PLCO-Prostate - The Prostate dataset is a comprehensive dataset that contains nearly all the [...] <https://biometry.nci.nih.gov/cdas/plco/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/PLCO-Prostate.yml>`_]
* |OK_ICON| `PRAD-CA-Prostate-Adenocarcinoma-Canada - Prostate Adenocarcinoma - Canada. Collected by the [...] <https://dcc.icgc.org/projects/PRAD-CA>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/PRAD-CA-Prostate-Adenocarcinoma-Canada.yml>`_]
* |OK_ICON| `PRAD-FR-Prostate-Adenocarcinoma-France - Prostate Adenocarcinoma - France. Collected by ten [...] <https://dcc.icgc.org/projects/PRAD-FR>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/PRAD-FR-Prostate-Adenocarcinoma-France.yml>`_]
* |OK_ICON| `PRAD-UK-Prostate-Adenocarcinoma-United-Kingdom - Prostate Adenocarcinoma - United Kingdom. [...] <https://dcc.icgc.org/projects/PRAD-UK>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/PRAD-UK-Prostate-Adenocarcinoma-United-Kingdom.yml>`_]
* |OK_ICON| `Prostate-3T - The Prostate-3T project provided imaging data to TCIA as part of an ISBI [...] <https://wiki.cancerimagingarchive.net/display/Public/PROSTATE-3T>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/Prostate-3T.yml>`_]
* |OK_ICON| `Prostate-Adenocarcinoma-Broad-Cornell-2012 - Comprehensive profiling of 112 prostate cancer [...] <http://www.cbioportal.org/study?id=prad_broad>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/Prostate-Adenocarcinoma-Broad-Cornell-2012.yml>`_]
* |OK_ICON| `Prostate-Adenocarcinoma-Broad-Cornell-2013 - Comprehensive profiling of 57 prostate cancer [...] <http://www.cbioportal.org/study?id=prad_broad_2013>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/Prostate-Adenocarcinoma-Broad-Cornell-2013.yml>`_]
* |OK_ICON| `Prostate-Adenocarcinoma-CNA-study-MSKCC - Copy-number profiling of 103 primary prostate [...] <http://www.cbioportal.org/study?id=prad_mskcc_2014>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/Prostate-Adenocarcinoma-CNA-study-MSKCC.yml>`_]
* |OK_ICON| `Prostate-Adenocarcinoma-Fred-Hutchinson-CRC - Comprehensive profiling of prostate cancer [...] <http://www.cbioportal.org/study?id=prad_fhcrc>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/Prostate-Adenocarcinoma-Fred-Hutchinson-CRC.yml>`_]
* |OK_ICON| `Prostate Adenocarcinoma (MSKCC/DFCI) - Whole Exome Sequencing of 1013 prostate cancer samples. <http://www.cbioportal.org/study?id=prad_p1000>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/Prostate-Adenocarcinoma-MSKCC-DFCI.yml>`_]
* |OK_ICON| `Prostate-Adenocarcinoma-MSKCC - MSKCC Prostate Oncogenome Project. 181 primary, 37 metastatic [...] <http://www.cbioportal.org/study?id=prad_mskcc>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/Prostate-Adenocarcinoma-MSKCC.yml>`_]
* |OK_ICON| `Prostate-Adenocarcinoma-Organoids-MSKCC - Exome profiling of prostate cancer samples and [...] <http://www.cbioportal.org/study?id=prad_mskcc_cheny1_organoids_2014>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/Prostate-Adenocarcinoma-Organoids-MSKCC.yml>`_]
* |OK_ICON| `Prostate-Adenocarcinoma-Sun-Lab - Whole-genome and Transcriptome Sequencing of 65 Prostate [...] <http://www.cbioportal.org/study?id=prad_eururol_2017>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/Prostate-Adenocarcinoma-Sun-Lab.yml>`_]
* |OK_ICON| `Prostate-Adenocarcinoma-TCGA-PanCancer-Atlas - Comprehensive TCGA PanCanAtlas data from 11k [...] <http://www.cbioportal.org/study?id=prad_tcga_pan_can_atlas_2018>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/Prostate-Adenocarcinoma-TCGA-PanCancer-Atlas.yml>`_]
* |OK_ICON| `Prostate-Adenocarcinoma-TCGA - Integrated profiling of 333 primary prostate adenocarcinoma samples. <http://www.cbioportal.org/study?id=prad_tcga_pub>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/Prostate-Adenocarcinoma-TCGA.yml>`_]
* |OK_ICON| `Prostate-Diagnosis - PCa T1- and T2-weighted magnetic resonance images (MRIs) were acquired [...] <https://wiki.cancerimagingarchive.net/display/Public/PROSTATE-DIAGNOSIS>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/Prostate-Diagnosis.yml>`_]
* |OK_ICON| `Prostate-MRI - The Prostate-MRI collection of prostate Magnetic Resonance Images (MRIs) was [...] <https://wiki.cancerimagingarchive.net/display/Public/Prostate-MRI>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/Prostate-MRI.yml>`_]
* |OK_ICON| `Prostate-R - The R package 'ElemStatLearn' contains a prostate cancer dataset from Stamey et [...] <https://web.stanford.edu/~hastie/ElemStatLearn/datasets/prostate.data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/Prostate-R.yml>`_]
* |OK_ICON| `QIN-PROSTATE-Repeatability - The QIN-PROSTATE-Repeatability dataset is a dataset with [...] <https://wiki.cancerimagingarchive.net/display/Public/QIN-PROSTATE-Repeatability>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/QIN-PROSTATE-Repeatability.yml>`_]
* |OK_ICON| `QIN-PROSTATE - The QIN PROSTATE collection of the Quantitative Imaging Network (QIN) contains [...] <https://wiki.cancerimagingarchive.net/display/Public/QIN+PROSTATE>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/QIN-PROSTATE.yml>`_]
* |OK_ICON| `SEER-YR1973_2015.SEER9 - The SEER November 2017 Research Data files from nine SEER registries [...] <https://seer.cancer.gov/data/seerstat/nov2017/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/SEER-YR1973_2015.SEER9.yml>`_]
* |OK_ICON| `SEER-YR1992_2015.SJ_LA_RG_AK - The SEER November 2017 Research Data files from the San Jose- [...] <https://seer.cancer.gov/data/seerstat/nov2017/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/SEER-YR1992_2015.SJ_LA_RG_AK.yml>`_]
* |OK_ICON| `SEER-YR2000_2015.CA_KY_LO_NJ_GA - The SEER November 2017 Research Data files from the Greater [...] <https://seer.cancer.gov/data/seerstat/nov2017/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/SEER-YR2000_2015.CA_KY_LO_NJ_GA.yml>`_]
* |OK_ICON| `SEER-YR2000_2015.CA_KY_LO_NJ_GA - The July - December 2005 diagnoses for Louisiana from their [...] <https://seer.cancer.gov/data/seerstat/nov2017/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/SEER-YR2005.LO_2ND_HALF.yml>`_]
* |OK_ICON| `TCGA-PRAD-US - TCGA Prostate Adenocarcinoma (499 samples). <http://www.cbioportal.org/study?id=prad_tcga>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/TCGA-PRAD-US.yml>`_]
Psychology+Cognition
--------------------
* |OK_ICON| `Open Cognitive Science Data - Publicly available behavioral datasets from across cognitive [...] <https://nimh-dsst.github.io/OpenCogData/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Psychology+Cognition/Open-Cognitive-Science-Data-Repository.yml>`_]
PublicDomains
-------------
* |OK_ICON| `Ably Open Realtime Data <https://www.ably.io/hub/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Ably.yml>`_]
* |OK_ICON| `Amazon <http://aws.amazon.com/datasets/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Amazon.yml>`_]
* |OK_ICON| `Archive.org Datasets <https://archive.org/details/datasets>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Archive.org-Datasets.yml>`_]
* |OK_ICON| `Archive-it from Internet Archive <https://www.archive-it.org/explore?show=Collections>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Archive.yml>`_]
* |OK_ICON| `CMU JASA data archive <http://lib.stat.cmu.edu/jasadata/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/CMU-JASA-data-archive.yml>`_]
* |OK_ICON| `CMU StatLab collections <http://lib.stat.cmu.edu/datasets/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/CMU-StatLab-collections.yml>`_]
* |OK_ICON| `Data.World <https://data.world>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Data.World.yml>`_]
* |OK_ICON| `Enigma Public <https://public.enigma.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Enigma-Public.yml>`_]
* |OK_ICON| `Google <http://www.google.com/publicdata/directory>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Google.yml>`_]
* |OK_ICON| `KDNuggets Data Collections <http://www.kdnuggets.com/datasets/index.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/KDNuggets-Data-Collections.yml>`_]
* |OK_ICON| `Microsoft Azure Data Market Free DataSets <https://azuremarketplace.microsoft.com/en-us/marketplace/apps?source=datamarket&filters=pricing-free&page=1>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Microsoft-Azure-Data-Market-Free-DataSets.yml>`_]
* |OK_ICON| `Microsoft Data Science for Research <http://aka.ms/Data-Science>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Microsoft-Data-Science-for-Research.yml>`_]
* |OK_ICON| `Microsoft Research Open Data <https://msropendata.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Microsoft-Research-Open-Data>`_]
* |OK_ICON| `Open Library Data Dumps <https://openlibrary.org/developers/dumps>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Open-Library-Data-Dumps.yml>`_]
* |OK_ICON| `Reddit Datasets <https://www.reddit.com/r/datasets>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Reddit-Datasets.yml>`_]
* |OK_ICON| `Sample R data sets <http://stat.ethz.ch/R-manual/R-patched/library/datasets/html/00Index.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Sample-R-data-sets.yml>`_]
* |OK_ICON| `Stack Overflow Annual Developer Survey - Annual developer surverys full data sets from 2011 [...] <https://insights.stackoverflow.com/survey>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Stack-Overflow-Annual-Developer-Survey.yml>`_]
* |OK_ICON| `StatSci.org <http://www.statsci.org/datasets.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/StatSci.org.yml>`_]
* |OK_ICON| `Stats4Stem R data sets (archived) <https://web.archive.org/web/20151024082129/http://www.stats4stem.org:80/data-sets.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Stats4Stem-R-data-sets.yml>`_]
* |OK_ICON| `UCLA SOCR data collection <http://wiki.stat.ucla.edu/socr/index.php/SOCR_Data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/UCLA-SOCR-data-collection.yml>`_]
* |OK_ICON| `UFO Reports <http://www.nuforc.org/webreports.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/UFO-Reports.yml>`_]
* |OK_ICON| `Wikileaks 911 pager intercepts <https://911.wikileaks.org/files/index.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Wikileaks-911-pager-intercepts.yml>`_]
* |OK_ICON| `Yahoo Webscope <http://webscope.sandbox.yahoo.com/catalog.php>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Yahoo-Webscope.yml>`_]
SearchEngines
-------------
* |OK_ICON| `Academic Torrents of data sharing from UMB <http://academictorrents.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SearchEngines/Academic-Torrents-of-data-sharing-from-UMB.yml>`_]
* |OK_ICON| `Datahub.io <https://datahub.io/dataset>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SearchEngines/Datahub.io.yml>`_]
* |OK_ICON| `Domains Project - Sorted list of Internet domains <https://github.com/tb0hdan/domains>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SearchEngines/DomainsProject.yml>`_]
* |OK_ICON| `Harvard Dataverse Network of scientific data <https://dataverse.harvard.edu/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SearchEngines/Harvard-Dataverse-Network-of-scientific-data.yml>`_]
* |OK_ICON| `ICPSR (UMICH) <https://www.icpsr.umich.edu/web/pages/ICPSR/index.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SearchEngines/ICPSR-UMICH.yml>`_]
* |OK_ICON| `Institute of Education Sciences <http://eric.ed.gov>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SearchEngines/Institute-of-Education-Sciences.yml>`_]
* |OK_ICON| `National Technical Reports Library <https://ntrl.ntis.gov/NTRL/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SearchEngines/National-Technical-Reports-Library.yml>`_]
* |OK_ICON| `Open Data Certificates (beta) <https://certificates.theodi.org/en/datasets>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SearchEngines/Open-Data-Certificates-beta.yml>`_]
* |OK_ICON| `OpenDataNetwork - A search engine of all Socrata powered data portals <http://www.opendatanetwork.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SearchEngines/OpenDataNetwork.yml>`_]
* |OK_ICON| `Statista.com - statistics and Studies <http://www.statista.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SearchEngines/Statista.com.yml>`_]
* |OK_ICON| `Zenodo - An open dependable home for the long-tail of science <https://zenodo.org/collection/datasets>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SearchEngines/Zenodo.yml>`_]
SocialNetworks
--------------
* |OK_ICON| `2021 Portuguese Elections Twitter Dataset - 57M+ tweets, 1M+ users - This dataset contains [...] <https://github.com/msramalho/election-watch/blob/master/datasets/01_portuguese_presidential_elections_2021_01_24.md>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/2021_Portuguese_Elections_Twitter_Dataset_57M_tweets_1M_users.yml>`_]
* |OK_ICON| `72 hours #gamergate Twitter Scrape <http://waxy.org/random/misc/gamergate_tweets.csv>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/72-hours-gamergate-Twitter-Scrape.yml>`_]
* |OK_ICON| `CMU Enron Email of 150 users <http://www.cs.cmu.edu/~enron/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/CMU-Enron-Email-of-150-users.yml>`_]
* |OK_ICON| `Cheng-Caverlee-Lee September 2009 - January 2010 Twitter Scrape <https://archive.org/details/twitter_cikm_2010>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/Cheng-Caverlee-Lee-Twitter-Scrape-September-2009~January-2010.yml>`_]
* |OK_ICON| `China Biographical Database - The China Biographical Database is a freely accessible [...] <https://projects.iq.harvard.edu/cbdb>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/China-Biographical-Database.yml>`_]
* |OK_ICON| `Clubhouse Dataset <https://www.kaggle.com/johntukey/clubhouse-dataset>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/Clubhouse-Dataset.yml>`_]
* |OK_ICON| `A Twitter Dataset of 40+ million tweets related to COVID-19 - Due to the relevance of the [...] <https://zenodo.org/record/3723940>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/Covid19-40-Million-Tweets.yml>`_]
* |OK_ICON| `43k+ Donald Trump Twitter Screenshots - This archive contains screenshots of 43,475 Donald [...] <https://pikaso.me/blog/trump-twitter-archive>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/Donald-Trump-Twitter-Screenshots.yml>`_]
* |OK_ICON| `EDRM Enron EMail of 151 users, hosted on S3 <https://aws.amazon.com/datasets/enron-email-data/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/EDRM-Enron-EMail-of-151-users-hosted-on-S3.yml>`_]
* |OK_ICON| `Facebook Data Scrape (2005) <https://archive.org/details/oxford-2005-facebook-matrix>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/Facebook-Data-Scrape-2005.yml>`_]
* |OK_ICON| `Facebook Social Connectedness Index - We use an anonymized snapshot of all active Facebook [...] <https://data.humdata.org/dataset/social-connectedness-index>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/Facebook-Social-Connectedness-Index.yml>`_]
* |OK_ICON| `Facebook Social Networks from LAW (since 2007) <http://law.di.unimi.it/datasets.php>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/Facebook-Social-Networks-from-LAW-since-2007.yml>`_]
* |OK_ICON| `Foursquare from UMN/Sarwat (2013) <https://archive.org/details/201309_foursquare_dataset_umn>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/Foursquare-from-UMN-Sarwat-2013.yml>`_]
* |OK_ICON| `GitHub Collaboration Archive <https://www.gharchive.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/GitHub-Collaboration-Archive.yml>`_]
* |OK_ICON| `Google Scholar citation relations <https://web.archive.org/web/20190522043016/http://www3.cs.stonybrook.edu/~leman/data/gscholar.db>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/Google-Scholar-citation-relations.yml>`_]
* |OK_ICON| `High-Resolution Contact Networks from Wearable Sensors <http://www.sociopatterns.org/datasets/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/High-Resolution-Contact-Networks-from-Wearable-Sensors.yml>`_]
* |OK_ICON| `Indie Map: social graph and crawl of top IndieWeb sites <http://www.indiemap.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/Indie-Map.yml>`_]
* |OK_ICON| `Mobile Social Networks from UMASS <https://kdl.cs.umass.edu/display/public/Mobile+Social+Networks>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/Mobile-Social-Networks-from-UMASS.yml>`_]
* |OK_ICON| `Network Twitter Data <http://snap.stanford.edu/data/higgs-twitter.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/Network-Twitter-Data.yml>`_]
* |OK_ICON| `Skytrax' Air Travel Reviews Dataset <https://github.com/quankiquanki/skytrax-reviews-dataset>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/Skytrax-Air-Travel-Reviews-Dataset.yml>`_]
* |OK_ICON| `Social Twitter Data <http://snap.stanford.edu/data/egonets-Twitter.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/Social-Twitter-Data.yml>`_]
* |OK_ICON| `The Reddit COVID dataset - This dataset attempts to capture the full extent of COVID-19 [...] <https://socialgrep.com/datasets/the-reddit-covid-dataset>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/The-Reddit-COVID-Dataset.yml>`_]
* |OK_ICON| `Twitch Top Streamer's Data <https://www.kaggle.com/aayushmishra1512/twitchdata>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/TwitchTopStreamers.yml>`_]
* |OK_ICON| `Twitter Data for Online Reputation Management <http://nlp.uned.es/replab2013/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/Twitter-Data-for-Online-Reputation-Management.yml>`_]
* |OK_ICON| `Twitter Data for Sentiment Analysis <http://help.sentiment140.com/for-students/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/Twitter-Data-for-Sentiment-Analysis.yml>`_]
* |OK_ICON| `Twitter Graph of entire Twitter site <http://an.kaist.ac.kr/traces/WWW2010.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/Twitter-Graph-of-entire-Twitter-site.yml>`_]
* |OK_ICON| `UNIMI/LAW Social Network Datasets <http://law.di.unimi.it/datasets.php>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/UNIMILAW-Social-Network-Datasets.yml>`_]
* |OK_ICON| `United States Congress Twitter Data - Daily datasets with tweets of 1100+ accounts associated [...] <https://github.com/alexlitel/congresstweets>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/United-States-Congressional-Twitter-Data.yml>`_]
* |OK_ICON| `Yahoo! Graph and Social Data <http://webscope.sandbox.yahoo.com/catalog.php?datatype=g>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/Yahoo-Graph-and-Social-Data.yml>`_]
* |OK_ICON| `Youtube Video Social Graph in 2007,2008 <http://netsg.cs.sfu.ca/youtubedata/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/Youtube-Video-Social-Graph-in-2007~2008.yml>`_]
SocialSciences
--------------
* |OK_ICON| `ACLED (Armed Conflict Location & Event Data Project) <http://www.acleddata.com/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/ACLED.yml>`_]
* |OK_ICON| `Authoritarian Ruling Elites Database - The Authoritarian Ruling Elites Database (ARED) is a [...] <https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/QZ9BSA>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Authoritarian-Ruling-Elites.yml>`_]
* |OK_ICON| `Canadian Legal Information Institute <https://www.canlii.org/en/index.php>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Canadian-Legal-Information-Institute.yml>`_]
* |OK_ICON| `Correlates of War Project <http://www.correlatesofwar.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Correlates-of-War-Project.yml>`_]
* |OK_ICON| `Cryptome Conspiracy Theory Items <http://cryptome.org>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Cryptome-Conspiracy-Theory-Items.yml>`_]
* |OK_ICON| `European Social Survey <http://www.europeansocialsurvey.org/data/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/European-Social-Survey.yml>`_]
* |OK_ICON| `FBI Hate Crime 2013 - aggregated data <https://github.com/emorisse/FBI-Hate-Crime-Statistics/tree/master/2013>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/FBI-Hate-Crime-2013.yml>`_]
* |OK_ICON| `GDELT Global Events Database <http://gdeltproject.org/data.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/GDELT-Global-Events-Database.yml>`_]
* |OK_ICON| `General Social Survey (GSS) since 1972 <http://gss.norc.org>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/General-Social-Survey-GSS-since-1972.yml>`_]
* |OK_ICON| `German Social Survey <http://www.gesis.org/en/home/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/German-Social-Survey.yml>`_]
* |OK_ICON| `Global Religious Futures Project <http://www.globalreligiousfutures.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Global-Religious-Futures-Project.yml>`_]
* |OK_ICON| `Gun Violence Data - A comprehensive, accessible database that contains records of over 260k [...] <https://github.com/jamesqo/gun-violence-data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Gun-Violence-Data.yml>`_]
* |OK_ICON| `Humanitarian Data Exchange <https://data.humdata.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Humanitarian-Data-Exchange.yml>`_]
* |OK_ICON| `INFORM Index for Risk Management <http://www.inform-index.org/Results/Global>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/INFORM-Index-for-Risk-Management.yml>`_]
* |OK_ICON| `Institute for Demographic Studies <http://www.ined.fr/en/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Institute-for-Demographic-Studies.yml>`_]
* |OK_ICON| `International Networks Archive <http://www.princeton.edu/~ina/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/International-Networks-Archive.yml>`_]
* |OK_ICON| `International Social Survey Program ISSP <http://www.issp.org>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/International-Social-Survey-Program-ISSP.yml>`_]
* |OK_ICON| `International Studies Compendium Project <http://www.isacompendium.com/public/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/International-Studies-Compendium-Project.yml>`_]
* |OK_ICON| `James McGuire Cross National Data <http://jmcguire.faculty.wesleyan.edu/welcome/cross-national-data/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/James-McGuire-Cross-National-Data.yml>`_]
* |OK_ICON| `MIT Reality Mining Dataset <http://realitycommons.media.mit.edu/realitymining.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/MIT-Reality-Mining-Dataset.yml>`_]
* |OK_ICON| `Mass Mobilization Data Project - The Mass Mobilization (MM) data are an effort to understand [...] <https://dataverse.harvard.edu/dataverse/MMdata>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Mass-Mobilization-Data-Project.yml>`_]
* |OK_ICON| `Microsoft Academic Knowledge Graph - The Microsoft Academic Knowledge Graph is a large RDF [...] <http://ma-graph.org>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Microsoft-Academic-Knowledge-Graph.yml>`_]
* |OK_ICON| `Minnesota Population Center <https://www.ipums.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Minnesota-Population-Center.yml>`_]
* |OK_ICON| `Notre Dame Global Adaptation Index (ND-GAIN) <https://gain.nd.edu/our-work/country-index/download-data/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Notre-Dame-Global-Adaptation-Index-NG-DAIN.yml>`_]
* |OK_ICON| `Open Crime and Policing Data in England, Wales and Northern Ireland <https://data.police.uk/data/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Open-Crime-and-Policing-Data-in-England-Wales-and-Northern-Ireland.yml>`_]
* |OK_ICON| `OpenSanctions - A global database of persons and companies of political, criminal, or [...] <http://www.opensanctions.org/#downloads>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/OpenSanctions.yml>`_]
* |OK_ICON| `Paul Hensel General International Data Page <http://www.paulhensel.org/dataintl.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Paul-Hensel-General-International-Data-Page.yml>`_]
* |OK_ICON| `PewResearch Internet Survey Project <http://www.pewinternet.org/?post_type=dataset>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/PewResearch-Internet-Survey-Project.yml>`_]
* |OK_ICON| `PewResearch Society Data Collection <http://www.pewresearch.org/data/download-datasets/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/PewResearch-Society-Data-Collection.yml>`_]
* |OK_ICON| `StackExchange Data Explorer <http://data.stackexchange.com/help>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/StackExchange-Data-Explorer.yml>`_]
* |OK_ICON| `Titanic Survival Data Set <https://www.kaggle.com/c/titanic/data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Titanic-Survival-Data-Set.yml>`_]
* |OK_ICON| `UCB's Archive of Social Science Data (D-Lab) <http://ucdata.berkeley.edu/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/UCBs-Archive-of-Social-Science-Data-D-Lab.yml>`_]
* |OK_ICON| `UCLA Social Sciences Data Archive <https://dataverse.harvard.edu/dataverse/ssda_ucla>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/UCLA-Social-Sciences-Data-Archive.yml>`_]
* |OK_ICON| `UPJOHN for Labor Employment Research <http://www.upjohn.org/services/resources/employment-research-data-center>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/UPJOHN-for-Labor-Employment-Research.yml>`_]
* |OK_ICON| `Universities Worldwide <http://univ.cc/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Universities-Worldwide.yml>`_]
* |OK_ICON| `World Bank Open Data <http://data.worldbank.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/World-Bank-Open-Data.yml>`_]
* |OK_ICON| `World Inequality Database - The World Inequality Database (WID.world) aims to provide open [...] <https://wid.world>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/World-Inequality-Database.yml>`_]
Software
--------
* |OK_ICON| `FLOSSmole data about free, libre, and open source software development <http://flossdata.syr.edu/data/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Software/FLOSSmole-data-about-free-libre-and-open-source-software-development.yml>`_]
* |OK_ICON| `GHTorrent - Scalable, queryable, offline mirror of data offered through the GitHub REST API. <https://ghtorrent.org>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Software/GHTorrent.yml>`_]
* |OK_ICON| `Libraries.io Open Source Repository and Dependency Metadata <https://doi.org/10.5281/zenodo.1068916>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Software/Libraries.io-Open-Source-Repository-and-Dependency-Metadata.yml>`_]
* |OK_ICON| `Public Git Archive - a Big Code dataset for all – dataset of 182,014 top-bookmarked Git [...] <https://github.com/src-d/datasets/tree/master/PublicGitArchive>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Software/source{d}-Public-Git-Archive.yml>`_]
* |OK_ICON| `Code duplicates - 2k Java file and 600 Java function pairs labeled as similar or different by [...] <https://github.com/src-d/datasets/tree/master/Duplicates>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Software/source{d}-code-duplicates.yml>`_]
* |OK_ICON| `Commit messages - 1.3 billion GitHub commit messages till March 2019 <https://github.com/src-d/datasets/blob/master/CommitMessages>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Software/source{d}-commit-messages.yml>`_]
* |OK_ICON| `Pull Request review comments - 25.3 million GitHub PR review comments since January 2015 till [...] <https://github.com/src-d/datasets/blob/master/ReviewComments>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Software/source{d}-pull-request-review-comments.yml>`_]
* |OK_ICON| `Source Code Identifiers - 41.7 million distinct splittable identifiers collected from 182,014 [...] <https://github.com/src-d/datasets/tree/master/Identifiers>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Software/source{d}-source-code-identifiers.yml>`_]
Sports
------
* |OK_ICON| `American Ninja Warrior Obstacles - Contains every obstacle in the history of American Ninja [...] <https://data.world/ninja/anw-obstacle-history>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Sports/American-Ninja-Warrior-Obstacles.yml>`_]
* |OK_ICON| `Cricsheet Matches (cricket) <http://cricsheet.org/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Sports/Cricsheet-Matches-cricket.yml>`_]
* |OK_ICON| `Equity in Athletics - The Equity in Athletics Data Analysis Cutting Tool is brought to you by [...] <https://ope.ed.gov/athletics>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Sports/Equity-in-Athletics.yml>`_]
* |OK_ICON| `Ergast Formula 1, from 1950 up to date (API) <http://ergast.com/mrd/db>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Sports/Ergast-Formula-1-from-1950-up-to-date-API.yml>`_]
* |OK_ICON| `Football/Soccer resources (data and APIs) <http://www.jokecamp.com/blog/guide-to-football-and-soccer-data-and-apis/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Sports/FootballSoccer-resources-data-and-APIs.yml>`_]
* |OK_ICON| `NFL play-by-play data - NFL play-by-play data sourced from: [...] <https://www.dolthub.com/repositories/Liquidata/nfl-play-by-play>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Sports/NFL-play-by-play.yml>`_]
* |OK_ICON| `Pinhooker: Thoroughbred Bloodstock Sale Data <https://github.com/phillc73/pinhooker>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Sports/Pinhooker.yml>`_]
* |OK_ICON| `Pro Kabadi season 1 to 7 - Pro Kabadi League is a professional-level Kabaddi league in India. [...] <https://github.com/ranganadhkodali/Pro-Kabadi-season-1-7-Stats>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Sports/Pro_Kabadi_season1_7.yml>`_]
* |OK_ICON| `Retrosheet Baseball Statistics <http://www.retrosheet.org/game.htm>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Sports/Retrosheet-Baseball-Statistics.yml>`_]
* |OK_ICON| `Tennis database of rankings, results, and stats for ATP <https://github.com/JeffSackmann/tennis_atp>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Sports/Tennis-database-of-rankings-results-and-stats-for-ATP.yml>`_]
* |OK_ICON| `Tennis database of rankings, results, and stats for WTA <https://github.com/JeffSackmann/tennis_wta>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Sports/Tennis-database-of-rankings-results-and-stats-for-WTA.yml>`_]
* |OK_ICON| `Transfermarkt Datasets - Clean, structured and automatically updated football (soccer) data [...] <https://github.com/dcaribou/transfermarkt-datasets>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Sports/Transfermarkt-Datasets.yml>`_]
* |OK_ICON| `USA Soccer Teams and Locations - USA soccer teams and locations. MLS, NWSL, and USL [...] <https://github.com/gavinr/usa-soccer>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Sports/USA-Soccer.yml>`_]
TimeSeries
----------
* |OK_ICON| `3W dataset - To the best of its authors' knowledge, this is the first realistic and public [...] <https://github.com/ricardovvargas/3w_dataset>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//TimeSeries/3W-dataset-rare-undesirable-real-events-in-oil-wells.yml>`_]
* |OK_ICON| `Databanks International Cross National Time Series Data Archive <http://www.cntsdata.com>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//TimeSeries/Databanks-International-Cross-National-Time-Series-Data-Archive.yml>`_]
* |OK_ICON| `Hard Drive Failure Rates <https://www.backblaze.com/hard-drive-test-data.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//TimeSeries/Hard-Drive-Failure-Rates.yml>`_]
* |OK_ICON| `Heart Rate Time Series from MIT <http://ecg.mit.edu/time-series/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//TimeSeries/Heart-Rate-Time-Series-from-MIT.yml>`_]
* |OK_ICON| `Time Series Data Library (TSDL) from MU <https://pkg.yangzhuoranyang.com/tsdl/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//TimeSeries/Time-Series-Data-Library-TSDL-from-MU.yml>`_]
* |OK_ICON| `Turing Change Point Dataset - Contains 42 annotated time series collected for the development [...] <https://github.com/alan-turing-institute/TCPD>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//TimeSeries/Turing-Change-Point-Dataset.yml>`_]
* |OK_ICON| `UC Riverside Time Series Dataset <https://www.cs.ucr.edu/~eamonn/time_series_data_2018/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//TimeSeries/UC-Riverside-Time-Series-Dataset.yml>`_]
Transportation
--------------
* |OK_ICON| `Airlines OD Data 1987-2008 <http://stat-computing.org/dataexpo/2009/the-data.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/Airlines-OD-Data-1987~2008.yml>`_]
* |OK_ICON| `Ford GoBike Data (formerly Bay Area Bike Share Data) <https://www.fordgobike.com/system-data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/Bay-Area-Bike-Share-Data.yml>`_]
* |OK_ICON| `Bike Share Systems (BSS) collection <https://github.com/BetaNYC/Bike-Share-Data-Best-Practices/wiki/Bike-Share-Data-Systems>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/Bike-Share-Systems-BSS-collection.yml>`_]
* |OK_ICON| `GeoLife GPS Trajectory from Microsoft Research <https://www.microsoft.com/en-us/download/details.aspx?id=52367>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/GeoLife-GPS-Trajectory-from-Microsoft-Research.yml>`_]
* |OK_ICON| `German train system by Deutsche Bahn <https://data.deutschebahn.com/dataset.groups.datasets.html>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/German-train-system-by-Deutsche-Bahn.yml>`_]
* |OK_ICON| `Hubway Million Rides in MA <http://hubwaydatachallenge.org/trip-history-data/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/Hubway-Million-Rides-in-MA.yml>`_]
* |OK_ICON| `Melbourne Pedestrian Counting - This dataset contains hourly pedestrian counts since 2009 [...] <https://data.melbourne.vic.gov.au/explore/dataset/pedestrian-counting-system-monthly-counts-per-hour/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/Melbourne-pedestrian-counting.yml>`_]
* |OK_ICON| `Montreal BIXI Bike Share <https://montreal.bixi.com/en/open-data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/Montreal-BIXI-Bike-Share.yml>`_]
* |OK_ICON| `NYC Taxi Trip Data 2009- <https://www1.nyc.gov/site/tlc/about/tlc-trip-record-data.page>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/NYC-Taxi-Trip-Data-2009.yml>`_]
* |OK_ICON| `NYC Taxi Trip Data 2013 (FOIA/FOILed) <https://archive.org/details/nycTaxiTripData2013>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/NYC-Taxi-Trip-Data-2013-FOIA-FOILed.yml>`_]
* |OK_ICON| `NYC Uber trip data April 2014 to September 2014 <https://github.com/fivethirtyeight/uber-tlc-foil-response>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/NYC-Uber-trip-data-April-2014-to-September-2014.yml>`_]
* |OK_ICON| `Open Traffic collection <https://github.com/graphhopper/open-traffic-collection>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/Open-Traffic-collection.yml>`_]
* |OK_ICON| `Philadelphia Bike Share Stations (JSON) <https://www.rideindego.com/stations/json/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/Philadelphia-Bike-Share-Stations-JSON.yml>`_]
* |OK_ICON| `Plane Crash Database, since 1920 <http://www.planecrashinfo.com/database.htm>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/Plane-Crash-Database-since-1920.yml>`_]
* |OK_ICON| `Renfe (Spanish National Railway Network) dataset <https://data.renfe.com>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/Spanish-train-system-by-Renfe.yml>`_]
* |OK_ICON| `Toronto Bike Share Stations (JSON and GBFS files) <https://www.toronto.ca/city-government/data-research-maps/open-data/open-data-catalogue/#84045f23-7465-0892-8889-7b6f91049b29>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/Toronto-Bike-Share-Stations-XML-file.yml>`_]
* |OK_ICON| `Transport for London (TFL) <https://tfl.gov.uk/info-for/open-data-users/our-open-data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/Transport-for-London-TFL.yml>`_]
* |OK_ICON| `U.S. Bureau of Transportation Statistics (BTS) <https://www.bts.gov/browse-statistical-products-and-data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/U.S.-Bureau-of-Transportation-Statistics-BTS.yml>`_]
* |OK_ICON| `U.S. Domestic Flights 1990 to 2009 <http://academictorrents.com/details/a2ccf94bbb4af222bf8e69dad60a68a29f310d9a>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/U.S.-Domestic-Flights-1990-to-2009.yml>`_]
* |OK_ICON| `U.S. National Highway Traffic Safety Administration - Fatalities since 1975 - Contains CSV [...] <ftp://nhtsa.gov/FARS/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/U.S.-National-Highway-Traffic-Safety-Administation-Fatalities-since-1975.yml>`_]
eSports
-------
* |OK_ICON| `CS:GO Competitive Matchmaking Data - In this data set we have data about the CSGO matchmaking [...] <https://www.kaggle.com/skihikingkevin/csgo-matchmaking-damage>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//eSports/csgo.yml>`_]
* |OK_ICON| `FIFA-2021 Complete Player Dataset <https://www.kaggle.com/aayushmishra1512/fifa-2021-complete-player-data>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//eSports/fifa2021.yml>`_]
* |OK_ICON| `OpenDota data dump <https://blog.opendota.com/2017/03/24/datadump2/>`_ [`Meta <https://github.com/awesomedata/apd-core/tree/master/core//eSports/opendota-dump.yml>`_]
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