Awesome Public Datasets

.. image:: https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg :alt: Awesome :target: https://github.com/sindresorhus/awesome

This is a list of topic-centric public data sources <https://github.com/awesomedata/awesome-public-datasets>_ in high quality. They are collected and tidied from blogs, answers, and user responses. Most of the data sets listed below are free, however, some are not. This project was incubated at OMNILab <https://github.com/OMNILab>, Shanghai Jiao Tong University during Xiaming Chen's Ph.D. studies. OMNILab is now part of the BaiYuLan Open AI community <https://github.com/Bai-Yu-Lan>. Other amazingly awesome lists can be found in sindresorhus's awesome <https://github.com/sindresorhus/awesome>_ list.

NOTICE: This repo is automatically generated by apd-core <https://github.com/awesomedata/apd-core/tree/master/core>. Please DO NOT modify this file directly. We have provided a new way to contribute to this repo <https://github.com/awesomedata/apd-core/blob/master/CONTRIBUTING.md>. Join <https://join.slack.com/t/awesomedataworld/shared_invite/zt-dllew5xy-PJYi~mWUdY3hupohbmVZsA>_ the slack community <https://awesomedataworld.slack.com>_ for an instant touch of HQ data updates.

.. |OK_ICON| image:: https://raw.githubusercontent.com/awesomedata/apd-core/master/deploy/ok-24.png .. |FIXME_ICON| image:: https://raw.githubusercontent.com/awesomedata/apd-core/master/deploy/fixme-24.png

|OK_ICON| I am well.
|FIXME_ICON| Please fix me.

.. contents:: Table of Contents

Agriculture

|OK_ICON| Chinese Tea Dataset - A curated, open dataset of 100+ Chinese teas covering type, origin, [...] <https://chinatea.house/dataset/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Chinese-Tea-Dataset.yml>_]
|OK_ICON| Furrow Farmland Price Index - Agricultural land prices in 37 countries, each from that [...] <https://doi.org/10.5281/zenodo.22212366>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Furrow-Farmland-Price-Index.yml>_]
|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| Open Food Facts - Crowdsourced food composition database covering 2.5M+ products from 170+ [...] <https://world.openfoodfacts.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/OpenFoodFacts.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| Robot Lawn Mower Specs - Open dataset of specifications for 23 robot lawn mower models across [...] <https://github.com/yumaheymans/robot-lawn-mower-specs>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Robot-Lawn-Mower-Specs.yml>_]
|OK_ICON| TempoLife Food Nutrition Dataset - Per-100g nutrition values (kcal, protein, carbs, fat, [...] <https://zenodo.org/records/22208174>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/TempoLife-Food-Nutrition-Dataset.yml>_]
|OK_ICON| Turkish Olive Production Data - Olive and olive oil production in Turkiye at province, region [...] <https://github.com/yudumnet/zeytinnet>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Turkish-Olive-Production.yml>_]
|OK_ICON| USDA FoodData Central - The primary source for food composition data from the USDA, providing [...] <https://fdc.nal.usda.gov/download-datasets>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/U.S.-Department-of-Agricultures-Nutrient-Database.yml>_]
|OK_ICON| U.S. Department of Agriculture's PLANTS Database - The Complete PLANTS Checklist is nearly 7 [...] <https://plants.usda.gov/downloads>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/U.S.-Department-of-Agricultures-PLANTS-Database.yml>_]
|OK_ICON| US Farmers Market Statistics 2026 - State-by-state statistics for ~7,056 US farmers markets — [...] <https://harvestlymarkets.com/farmers-market-statistics/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/US-Farmers-Market-Statistics-2026.yml>_]
|OK_ICON| U.S. ZIP/ZCTA Growing Degree Days (base 50°F) - Daily-updated cumulative growing degree days [...] <https://whentoapplypreemergent.com/datasets/gdd/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/US-ZIP-ZCTA-Growing-Degree-Days.yml>_]
|OK_ICON| USDA NASS County Crop Yields - Free static JSON API serving USDA NASS county-level annual [...] <https://productofamerica.github.io/usda-county-yields/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/USDA-NASS-County-Crop-Yields.yml>_]
|OK_ICON| World Cuisine Ingredient Overlap - Ingredient overlap between 24 world cuisines, measured [...] <https://www.kaggle.com/datasets/alperacax/world-cuisine-ingredient-overlap-24-cuisines>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/World-Cuisine-Ingredient-Overlap.yml>_]
|OK_ICON| Yard Material Coverage Data - An open reference dataset for cubic-yard coverage by depth, [...] <https://demi-valerith.github.io/yard-material-coverage-data/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Yard-Material-Coverage-Data.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>_]
|FIXME_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>_]
|FIXME_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: Histological Microscopy Tissue Slices - CIMA dataset includes images of 2D histological [...] <https://www.kaggle.com/datasets/jirkaborovec/histology-cima-dataset>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/CIMA.yml>_]
|FIXME_ICON| Cell Image Library <https://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| DNA Chip Coverage - Which SNP markers are present on consumer DNA genotyping arrays. 70 [...] <https://github.com/AndreySoloviev/dna-chip-coverage>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/DNA-Chip-Coverage.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>_]
|FIXME_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 Genome Diversity Project - A group of scientists at Stanford University have [...] <hhttps://rosenberglab.stanford.edu/hgdpsnpDownload.html>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Human-Genome-Diversity-Project.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| Journal of Cell Biology DataViewer - All JCB data was moved to Biostudies <https://www.ebi.ac.uk/biostudies/JCB/studies>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Journal-of-Cell-Biology-DataViewer.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>_]
|FIXME_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>_]
|FIXME_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>_]
|FIXME_ICON| Sanger Genomics of Drug Sensitivity in Cancer Project (GDSC) <https://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>_]
|FIXME_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| iNaturalist - Community-maintained species observation database with 180M+ observations [...] <https://www.inaturalist.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/iNaturalist.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>_]
|OK_ICON| LibertyCES Industrial Chemical Equipment Data - Real, open industrial chemical equipment [...] <https://data.libertyces.com>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Chemistry/libertyces-industrial-chemical-equipment-data.yml>_]
|OK_ICON| State of Peptides 2026 - Open reference dataset of 156 peptide and peptide-adjacent [...] <https://peptahub.com/state-of-peptides-2026>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Chemistry/state-of-peptides-2026.yml>_]

Climate+Weather

|OK_ICON| Actuaries Climate Index <https://actuariesclimateindex.org/data/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Actuaries-Climate-Index.yml>_]
|OK_ICON| Australian Weather - Updated webpage for Australian Weather data. <https://reg.bom.gov.au/climate/data-services/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Australian-Weather.yml>_]
|OK_ICON| Average city temperatures - Contains daily time series of average air temperatures in about [...] <https://www.fetchseries.com/climate/average-city-temperatures-fsr/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Average_city_temperatures.yml>_]
|OK_ICON| Aviation Weather Center - Consistent, timely, and accurate weather information for the world [...] <https://aviationweather.gov/data/api/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Aviation-Weather-Center.yml>_]
|OK_ICON| Brazilian Weather - Historical data (In Portuguese) - Data related to climate and weather [...] <https://data.sinda.coene.inpe.br/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Brazilian-Weather.yml>_]
|OK_ICON| Several Climate Datasets - The C3S Climate Data Store (CDS) is a one-stop shop for [...] <https://cds.climate.copernicus.eu/datasets>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/CDS.yml>_]
|FIXME_ICON| Canadian Meteorological Centre Open Data <https://www.canada.ca/en/environment-climate-change/services/weather-general-tools-resources/weather-tools-specialized-data.html>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Canadian-Meteorological-Centre.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>_]
|FIXME_ICON| Climate Data from UEA (updated monthly) <https://www.uea.ac.uk/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>_]
|FIXME_ICON| Dutch Weather - The KNMI Data Center (KDC) portal provides access to KNMI data on weather, [...] <https://dataplatform.knmi.nl/>_ [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| GeoRank City Climate and Cost Dataset - Monthly climate normals for 478 world cities - [...] <https://georank.place/data/cities-tools.json>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/GeoRank-City-Climate.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 <https://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 Realtime Weather Models <https://www.ncei.noaa.gov/products/weather-climate-models/numerical-weather-prediction>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/NOAA-Realtime-Weather-Models.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>_]
|FIXME_ICON| Sunshine Atlas - Monthly sunshine scores for 3,833 airport-served destinations - Monthly [...] <https://sunshineatlas.com/data/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Sunshine-Atlas.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| US County AirData 5-Year Emission Trends - Five-year change classification (decrease, [...] <https://zenodo.org/records/20382475>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/US-County-AirData-5-Year-Emission-Trends.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>_]
|FIXME_ICON| kanari - worldwide wildfire ignitions archive (satellite + verified witness reports) - [...] <https://kanari.io/opendata/feux.csv>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/kanari-wildfire-ignitions.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>_]
|FIXME_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| Network Repository with Interactive Exploratory Analysis Tools <http://networkrepository.com/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/Network-Repository-with-Interactive-Exploratory-Analysis-Tools.yml>_]
|FIXME_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>_]
|FIXME_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 <https://cs.stanford.edu/~knuth/sgb.html>_ [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>_]
|FIXME_ICON| Stanford Longitudinal Network Data Sources <http://stanford.edu/group/sonia/dataSources/index.html>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/Stanford-Longitudinal-Network-Data-Sources.yml>_]
|OK_ICON| The Koblenz Network Collection <http://konect.cc/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/The-Koblenz-Network-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>_]
|FIXME_ICON| Community Resource for Archiving Wireless Data At Dartmouth - Contains datasets of pcap files [...] <https://www.crawdad.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/crawdad.yml>_]
|OK_ICON| Steam Co-Review Network - 82,000-game Steam catalog with a 48,000-node co-review network [...] <https://github.com/lukeslp/steam-network-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/steam-network-data.yaml>_]

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| AI-Crawler Blocking Index: robots.txt census of the top 1M domains - A robots.txt census of [...] <https://crawlora.net/ai-crawler-index>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/AI-Crawler-Blocking-Index.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>_]
|FIXME_ICON| CRAWDAD Wireless datasets from Dartmouth Univ. <https://crawdad.cs.dartmouth.edu/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/CRAWDAD-Wireless-datasets-from-Dartmouth-Univ..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>_]
|FIXME_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| Dead Web Index: reachability census of the top 10M domains - A reachability census of the top [...] <https://crawlora.net/dead-web-index>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/Dead-Web-Index.yml>_]
|OK_ICON| EOSL.ai Enterprise Hardware End-of-Life Dates - Enterprise datacenter hardware end-of-sale [...] <https://eosl.ai/dataset/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/EOSL.ai-Enterprise-Hardware-End-of-Life-Dates.yml>_]
|OK_ICON| GeoCables Internet Latency & Routing Observations - Daily aggregated round-trip latency [...] <https://geocables.com/dataset>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/GeoCables-Internet-Latency-Observations.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| InternetSpeedTest.net Internet Speed Dataset - Monthly aggregated download, upload, and ping [...] <https://github.com/internetspeedtest-net/internetspeedtest-dataset>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/InternetSpeedTest-net-Internet-Speed-Dataset.yml>_]
|OK_ICON| KI-Zugangsindex: robots.txt longitudinal panel of 600 German (.de) domains - A repeated [...] <https://peppe1337.github.io/ki-zugangsindex/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/KI-Zugangsindex.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| Merklemap DNS records Dataset - Contains 4B+ DNS records accross 700 million unique [...] <https://www.merklemap.com/dns-records-database>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/Merklemap-DNS-Records-dataset.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>_]
|FIXME_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>_]
|OK_ICON| Voidly Censorship Data: Global internet censorship measurements - Live and historical [...] <https://huggingface.co/datasets/emperor-mew/global-censorship-index>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/Voidly-Censorship-Data.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| GitHub Bounty-Label Prompt-Exfiltration Traps and Merge Reality (563 issues, 5 dated scans, 2026-08-08 to [...] <https://github.com/sujeito-operator/bounty-trap-scan>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//CyberSecurity/GitHub-Bounty-Label-Prompt-Exfiltration-and-Merge-Reality.yml>_]
|OK_ICON| Open Dependency Risk - Daily-updated dataset of 1,500 widely-used npm and PyPI packages [...] <https://github.com/ConorsCode/open-dependency-risk>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//CyberSecurity/Open-Dependency-Risk.yml>_]
|OK_ICON| PDF Tampering & Modification Statistics - Anonymized aggregate statistics from real-world [...] <https://htpbe.tech/statistics>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//CyberSecurity/PDF-Tampering-and-Modification-Statistics.yml>_]
|OK_ICON| Romance Scam Statistics (2024-2026) - Verified, source-attributed statistics on romance scams [...] <https://github.com/lovevalentin-droid/romance-scam-statistics>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//CyberSecurity/Romance-Scam-Statistics.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>_]
|FIXME_ICON| CrowdANALYTIX dataX <http://data.crowdanalytix.com>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/CrowdANALYTIX-dataX.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| TravisTorrent Dataset - MSR'2017 Mining Challenge <https://travistorrent.testroots.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/TravisTorrent-Dataset.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>_]
|FIXME_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| Alabama Real-Time Coastal Observing System <http://mymobilebay.com>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//EarthScience/MyMobileBay.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| OpenWaterAtlas Spot-Climate-Species-Routes Dataset - 2,928 named dive, kite, surf and [...] <https://openwateratlas.com/en/datasets/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//EarthScience/OpenWaterAtlas.yml>_]
|OK_ICON| Radiance GeoJSON — Global Light Pollution - Global nighttime light pollution dataset derived [...] <https://archive.org/details/radiance-geojson-data-2025>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//EarthScience/Radiance-GeoJSON-Light-Pollution.yml>_]
|FIXME_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| US Water Hardness Dataset - Measured drinking-water hardness for 16,561 US cities (mg/L as [...] <https://www.tapwaterdata.com/water-hardness>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//EarthScience/US-Water-Hardness-Dataset.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| AI Career Threat Index - An open dataset scoring 76 professions on AI displacement risk [...] <https://github.com/Jott2121/ai-career-threat-index>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/AI-Career-Threat-Index.yml>_]
|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>_]
|FIXME_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| Bangkok Off-Plan Housing Pipeline - Aggregate data on residential construction underway in [...] <https://baanscope.com/data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Bangkok-Off-Plan-Housing-Pipeline.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>_]
|FIXME_ICON| China Aluminum Daily Prices - Daily CSV snapshots of China-focused aluminum reference prices [...] <https://github.com/Fisher521/china-aluminum-daily-prices>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/China-Aluminum-Daily-Prices.yml>_]
|OK_ICON| Cloud GPU Price Index - An open dataset tracking daily public list prices for cloud GPU [...] <https://gpucloudcompare.com/data/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Cloud-GPU-Price-Index.yml>_]
|OK_ICON| DJI Drone Specs and Pre-Owned Listed Price Index - A Q3 2026 baseline containing 43 aircraft [...] <https://reboot-hub.com/pages/reboot-hub-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/DJI-Drone-Specs-and-Used-Price-Index.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>_]
|FIXME_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| Equipment Financing Rate Data - Aggregate commercial equipment financing rate and estimated [...] <https://github.com/bilaliftikhar2430-ux/equipment-financing-rate-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Equipment-Financing-Rate-Data.yml>_]
|OK_ICON| FHA Mortgage Denial Data (US Federal Record) - Institution-level, metro-level, state-level [...] <https://financeratecalc.com/data-catalog.html>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/FHA-Mortgage-Denial-Data.yml>_]
|OK_ICON| Gumroad Digital Product Demand - 8,311 products, 4,532 sellers, 316 with real unit sales - A [...] <https://github.com/sujeito-operator/gumroad-market-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Gumroad-Digital-Product-Demand.yml>_]
|OK_ICON| HDD Price Index - An open dataset tracking the cheapest new internal 3.5" SATA hard-drive [...] <https://github.com/AdamDudley/hddhunt-price-index>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/HDD-Price-Index.yml>_]
|OK_ICON| Honey Price Index (USDA-derived US honey prices) - Downloadable CSV of US honey prices [...] <https://rawhoneyguide.com/price-data/honey-price-index.csv>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/HONEY_PRICE_INDEX.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>_]
|FIXME_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| INFORUM - Interindustry Forecasting at the University of Maryland <https://inforumecon.com/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/INFORUM.yml>_]
|OK_ICON| Indeed Job Postings Sample Dataset (2026) - Structured Indeed job postings with parsed [...] <https://huggingface.co/datasets/fact-den/indeed-job-postings-2026>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Indeed-Job-Postings-Sample-Dataset-2026.yml>_]
|OK_ICON| Indie Software Revenue & Pricing Disclosures - An open dataset of 45+ small/indie software [...] <https://github.com/lttxzmj/proofstack-dataset>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Indie-Software-Revenue-Pricing.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 - The new link contains trade based on filtered search on the [...] <https://data.worldbank.org/topic/21>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/International-Trade-Statistics.yml>_]
|FIXME_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| Jon Haveman International Trade Data Links (Archived at Wayback) - at least some of the [...] <https://web.archive.org/web/20260425065427/https://www.freit.org/TradeResources/TradeData.php>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Jon-Haveman-International-Trade-Data-Links.yml>_]
|OK_ICON| LandedSpec Construction-Import Decision Registers - Three open CSV registers for [...] <https://landedspec.com/methodology/#research-assets>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/LandedSpec-Construction-Import-Decision-Registers.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| Marbella Price Data - Open datasets of consumer prices on the Marbella (Spain) beachfront, [...] <https://github.com/shiftdylson1/marbella-price-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Marbella-Price-Data.yml>_]
|OK_ICON| NAS Drive Data - An open dataset of 140+ NAS and enterprise hard drives covering full [...] <https://www.nasdisks.com/data/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/NAS-Drive-Data.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| Open Jobs Data - Open job postings collected daily from the public APIs of nine applicant [...] <https://github.com/ConorsCode/open-jobs-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Open-Jobs-Data.yml>_]
|OK_ICON| Open Jobs - 3.1 million open job postings from 65,000 company career sites, crawled nightly, [...] <https://backend.dehnbostele.workers.dev/data/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Open-Jobs.yml>_]
|FIXME_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| Packrift Packaging Optimization Benchmark Corpus - Public packaging product benchmark corpus [...] <https://packrift.github.io/packaging-optimization-benchmark-corpus/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Packrift-Packaging-Optimization-Benchmark-Corpus.yml>_]
|OK_ICON| PayCrunch Best-Paying States by Occupation - Annual wages for 824 detailed US occupations, [...] <https://paycrunch.co/best-paying-states.html>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/PayCrunch-Best-Paying-States.yml>_]
|FIXME_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| Price Levels by Country - Price level and purchasing power for 173 countries, computed by [...] <https://wandergrade.com/data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Price-Levels-by-Country.yml>_]
|OK_ICON| Project Cost Estimator - Website Cost Data - An open dataset of real-world website and web- [...] <https://projectcostestimator.com/api-docs>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Project-Cost-Estimator-Website-Cost-Data.yml>_]
|OK_ICON| Property Comps — Comparable Property Sales Across 11 Global Markets - Free API providing 44M+ [...] <https://api.nwc-advisory.com/docs>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Property-Comps.yml>_]
|OK_ICON| SBA Loan Maturity Wall - An open dataset computing the maturity year of 66,307 SBA 7(a)/504 [...] <https://scouly.com/data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/SBA-Loan-Maturity-Wall.yml>_]
|OK_ICON| Specialty Coffee Bag Price Index (The Specialty Bag Index) - Public specialty coffee retail- [...] <https://mycoffeeexplorer.com/reference/coffee-statistics-2026>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/SPECIALTY_BAG_INDEX.yml>_]
|OK_ICON| Say-on-Pay Vote Results, US Public Companies - Shareholder advisory votes on executive [...] <https://doi.org/10.5281/zenodo.22650198>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Say-on-Pay-Vote-Results-US-Public-Companies.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| Shortlist Price Index - Monthly snapshots of entry-level list prices for software and [...] <https://github.com/ies86/shortlist-price-index>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Shortlist-Price-Index.yml>_]
|OK_ICON| State of ATS 2026 — Verified Employer ATS Dataset - Which applicant tracking system (ATS) [...] <https://github.com/Kayvan-Zahiri/state-of-ats-2026>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/State-of-ATS-2026.yml>_]
|OK_ICON| Statistics of the World — Global Economic Data for 218 Countries - 440+ economic, [...] <https://statisticsoftheworld.com/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Statistics-of-the-World.yml>_]
|OK_ICON| Tariffs Tool - Free JSON API for current US import tariff and customs-duty rates by country [...] <https://www.tariffstool.com/developers>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Tariffs-Tool.yml>_]
|OK_ICON| TechRole Index Russian IT Labor Market Dataset - An updated 180-day transformed dataset of [...] <https://techrole.ru/open-data-daily>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/TechRole-Index-Russian-IT-Labor-Market.yml>_]
|OK_ICON| Thailand Housing Prices - Thailand and Bangkok residential property price indexes as clean, [...] <https://github.com/kesar/thailand-housing-prices>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Thailand-Housing-Prices.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>_]
|FIXME_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| The Observatory of Economic Complexity <http://atlas.media.mit.edu/en/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/The-Observatory-of-Economic-Complexity.yml>_]
|OK_ICON| Turkey Business Digital Presence - Website, phone, email and social media presence for [...] <https://github.com/CRM-Solid/turkey-business-digital-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Turkey-Business-Digital-Presence.yml>_]
|OK_ICON| UK Home Improvement Costs - Regional guide prices for 56 UK home-improvement jobs, from [...] <https://costwiseuk.co.uk/cost-report/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/UK-Home-Improvement-Costs.yml>_]
|OK_ICON| UN Commodity Trade Statistics - The United Nations Comtrade database aggregates detailed [...] <https://comtradeplus.un.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/UN-Commodity-Trade-Statistics.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| US Coin Metal Content & Melt Values - Fine precious-metal and base-metal content of common US [...] <https://github.com/mixseomin/us-coin-melt-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/US-Coin-Metal-Content-Melt-Values.yml>_]
|OK_ICON| US Enforcement Actions Against Crypto Trading-Signal Fraud - A structured, primary-source- [...] <https://realcryptosignals.com/research/enforcement-actions/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/US-Enforcement-Actions-Crypto-Signal-Fraud.yml>_]
|OK_ICON| US Franchise FDD Disclosure Statistics - Per-brand headline facts from 450+ officially [...] <https://franchisefactsreport.com/data/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/US-Franchise-FDD-Disclosures.yml>_]
|OK_ICON| US H-1B / LCA Open Data (Cleaned) - Cleaned aggregate tables derived from US Department of [...] <https://h1b.report/open-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/US-H-1B-LCA-Open-Data.yml>_]
|OK_ICON| US Lab-Grown Diamond Import Monitor - A reproducible monthly dataset on United States imports [...] <https://github.com/JacobiusMakes/lgd-import-monitor>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/US-Lab-Grown-Diamond-Import-Monitor.yml>_]
|OK_ICON| US WARN Act Layoff Notices (normalized, daily-updated) - US WARN Act layoff notices from 24 [...] <https://github.com/APVentureEngine/warn-act-notices>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/US-WARN-Act-Layoff-Notices.yml>_]
|OK_ICON| US Wage Atlas - Pay Band Width and Price-Adjusted Pay by Occupation and Metro Area - Two [...] <https://voicedapp.co/datasets>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/US-Wage-Atlas.yml>_]
|OK_ICON| Upwork Market Index - Weekly Freelance Job Market Statistics - Weekly aggregate statistics of [...] <https://github.com/snipeworkapp-oss/upwork-market-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/Upwork-Market-Index.yml>_]
|OK_ICON| Van to Vault DPA Survey - Down Payment Assistance in 83 U.S. Metros - A hand-checked 2026 [...] <https://vantovault.com/library/down-payment-assistance-duplex/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/VanToVault-DPA-83-Metros.yml>_]
|OK_ICON| Van to Vault Foothold - Rent-vs-Own Screening Data for 83 U.S. Metros - The dataset behind [...] <https://vantovault.com/library/foothold-score/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/VanToVault-Foothold-Metros.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>_]
|OK_ICON| World Company Database - 250M+ company records from 50+ countries with revenue, employees, [...] <https://github.com/Alessandro114/world-company-database>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/World-Company-Database.yml>_]
|OK_ICON| ZnajdzNajem Polish Rental Price Index - Open dataset of long-term residential rental market [...] <https://znajdznajem.pl/raporty>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/ZnajdzNajem-Polish-Rental-Index.yml>_]
|OK_ICON| DDR5 RAM Price Observations 2026 - Dated cost-per-gigabyte observations for 32GB (2x16GB) [...] <https://huggingface.co/datasets/iBlessi/ddr5-ram-price-observations-2026>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/ddr5-ram-price-observations-2026.yml>_]
|OK_ICON| eSIM Price Index - Daily observed retail prices for travel eSIM data plans, covering roughly [...] <https://www.simsima.io/en/esim-price-index/data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/eSIM-Price-Index.yml>_]
|OK_ICON| HDD Price Index - Dated Cost per Terabyte for 8TB Drives (2026) - Dated cost-per-terabyte [...] <https://huggingface.co/datasets/iBlessi/hdd-price-index-8tb>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/hdd-price-index-8tb.yml>_]
|OK_ICON| Prop-Metrics — U.S. ZIP-Code-Level Real Estate Analytics Dataset - A comprehensive dataset [...] <https://www.prop-metrics.com>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/prop-metrics-real-estate-data.yml>_]
|OK_ICON| RestoreRadar U.S. Emergency Restoration Provider Market Data (10-Metro Aggregates) - Metro- [...] <https://restoreradar.com/restoration-market-data/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Economics/restoreradar-restoration-market-data.yml>_]

Education

|OK_ICON| BrightKey University & International School Ratings - An open, independent dataset rating [...] <https://brightkey.co/en/rankings/dataset>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Education/BrightKey-University-International-School-Ratings.yml>_]
|OK_ICON| Cert Atlas - Certification Exam Blueprints - An open, machine-readable dataset of [...] <https://atlas.quizforge.ai/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Education/Cert-Atlas.yml>_]
|OK_ICON| Childery ZIP-Level Daycare Quality Dataset - Aggregate quality and supply statistics for US [...] <https://childery.com/data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Education/Childery-ZIP-Level-Daycare-Quality-Dataset.yml>_]
|OK_ICON| College ROI Dataset - Lifetime return-on-investment estimates for ~30K US bachelor's-degree [...] <https://github.com/thomasthinks/college-roi-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Education/College-ROI-Dataset.yml>_]
|FIXME_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| Journal Submission Requirements - Author guidelines of 7,239 academic journals - Normalized [...] <https://github.com/scraiber/journal-submission-requirements>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Education/Journal-Submission-Requirements.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>_]
|FIXME_ICON| Program for International Student Assessement (PISA) - Contains 15-year-old students' [...] <https://www.oecd.org/pisa/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Education/PISA.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>_]
|OK_ICON| TOEIC raw-to-scaled score approximation curve - A transparent raw-correct to scaled-score [...] <https://github.com/alice51849/lumi-open-data/tree/master/toeic-score-conversion>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Education/TOEIC-Raw-to-Scaled-Approximation.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| AfrPowerOS - Open dataset tracking civilian nuclear and energy infrastructure programs across [...] <https://github.com/kawacukennedy/afrpoweros>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/AfrPowerOS.yml>_]
|OK_ICON| BLUEd - Building-Level fUlly labeled Electricity Disaggregation dataset <https://huggingface.co/datasets/INFERLab/BLUED/tree/main>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/BLUEd.yml>_]
|OK_ICON| BTU Graph - A source-reviewed knowledge graph connecting energy companies, sectors, [...] <https://github.com/OilpriceAPI/btugraph-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/BTU-Graph.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>_]
|FIXME_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>_]
|FIXME_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| Pakistan Fuel Prices - Retail fuel prices for Pakistan as notified by the Oil and Gas [...] <https://github.com/quantanow/pakistan-fuel-prices>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/PakistanFuelPrices.yml>_]
|OK_ICON| Publicly Available Datasets For Electric Load Forecasting - Contains an active maintained [...] <https://github.com/LSB-dev/Publicly-Available-Datasets-For-Electric-Load-Forecasting/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/PubliclyAvailableLoadForecastingDatasets.yml>_]
|FIXME_ICON| REDD <http://redd.csail.mit.edu/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/REDD.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>_]
|FIXME_ICON| Ukraine Energy Centre Datasets <https://ukrstat.gov.ua/operativ/menu/menu_e/energ.htm>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/UDEC.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| US Plug-In / Balcony Solar Legality (50 States) - Free, no-auth JSON dataset of plug-in / [...] <https://pluginsolarhub.org/developers/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Energy/US-Plug-In-Solar-Legality.yml>_]
|OK_ICON| WHITED (A Worldwide Household and Industry Transient Energy Dataset) <https://huggingface.co/datasets/maduschek/WHITED>_ [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| Tarot Card Meanings: A Complete 78-Card Semantic Dataset - A machine-readable dataset [...] <https://doi.org/10.5281/zenodo.19475329>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Entertainment/Deckaura-Tarot-Card-Meanings.yml>_]
|OK_ICON| Pokemon Card Centering Measurements - 320 measured centering readings (front-border [...] <https://zenodo.org/records/21788534>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Entertainment/Pokemon-Card-Centering-Measurements.yml>_]
|OK_ICON| Pokemon Card Sold-Price Reference by Grade - Median sold-price reference for 486 Pokemon [...] <https://zenodo.org/records/22124729>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Entertainment/Pokemon-Card-Sold-Price-Reference.yml>_]
|OK_ICON| Rope Drop News Theme Park Data - First-party live wait times, ride reliability, crowd levels, [...] <https://ropedropnews.com/developers>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Entertainment/RopeDropNewsThemeParkData.yml>_]
|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>_]
|OK_ICON| Blackjack Basic Strategy with Per-Action EV - All 340 blackjack basic-strategy decisions [...] <https://github.com/Blackjack-Verdict/blackjack-basic-strategy>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Entertainment/blackjack-basic-strategy-per-action-ev.yml>_]

Finance

|OK_ICON| SEC Form 4 Insider Trading (AlphaAI) - US corporate insider trades parsed from SEC EDGAR Form [...] <https://huggingface.co/datasets/mikhailmakeev/sec-form4-insider-trading>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/AlphaAI-SEC-Form4-Insider-Trading.yml>_]
|FIXME_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>_]
|FIXME_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| ByKaranteli Crypto Derivatives Datasets - Funding, Open Interest, Liquidations, Options, ETF Flows and [...] <https://github.com/bykarantelicom/crypto-datasets>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/ByKaranteli-Crypto-Derivatives.yml>_]
|OK_ICON| CBOE Futures Exchange <https://www.cboe.com/data/market-statistics>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/CBOE-Futures-Exchange.yml>_]
|OK_ICON| ChainCosts Exchange Withdrawal Fees - Cited snapshots of cryptocurrency centralized-exchange [...] <https://github.com/chaincosts/exchange-fees>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/ChainCosts-Exchange-Fees.yml>_]
|OK_ICON| Card-Network Chargeback Reason Codes - Open reference dataset of all 64 active chargeback [...] <https://github.com/small-business-software-maker/chargeback-reason-codes>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/Chargeback-Reason-Codes.yml>_]
|OK_ICON| ClearTrace DEX Execution Quality - Longitudinal dataset of DEX aggregator execution quality [...] <https://github.com/RantumBits/cleartrace-dex-execution-quality>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/ClearTrace-DEX-Execution-Quality.yml>_]
|OK_ICON| Dealaka US Sign-Up Bonuses - Every US bank, credit card, brokerage, app, travel-loyalty and [...] <https://dealaka.com/data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/Dealaka-Sign-Up-Bonuses.yml>_]
|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| Futures Clock Exchange Trading Hours & Holiday Calendars - Regular trading sessions, time [...] <https://futuresclock.com/data/trading-hours.json>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/Futures-Clock-Trading-Hours.yml>_]
|OK_ICON| Global Solo Banking Access Index - Evidence-cited matrix of which US business-banking [...] <https://www.globalsolo.global/data/banking-access-index>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/Global-Solo-Banking-Access-Index.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| Helium - Real-time news articles with political bias scoring (3.2M+ articles, 5,000+ [...] <https://heliumtrades.com/mcp-page/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/Helium.yml>_]
|OK_ICON| M&A Multiples Index (SMB & Lower-Middle-Market) - Open dataset of median EV/EBITDA and [...] <https://github.com/nickcals/multiples>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/MA-Multiples-Index.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| OANDA <http://www.oanda.com/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/OANDA.yml>_]
|OK_ICON| OpenCard DB - Community-maintained open dataset of credit card product metadata covering 189 [...] <https://github.com/thedavidweng/opencard-db>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/OpenCard-DB.yml>_]
|OK_ICON| OpenChainBench - Live, reproducible benchmarks for crypto infrastructure. Continuously [...] <https://openchainbench.com>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/OpenChainBench.yml>_]
|FIXME_ICON| PairBook US Stock & ETF Correlation Data - Correlation, covariance, beta, volatility and ETF [...] <https://www.pairbook.io/data/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/PairBook.yml>_]
|OK_ICON| PredScope Prediction Markets API - Free public API providing 600+ live prediction market [...] <https://predscope.com/api/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/PredScope-Prediction-Markets.yml>_]
|OK_ICON| Quandl <https://www.quandl.com/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/Quandl.yml>_]
|OK_ICON| SBA 7(a) Loan Charge-Off Rates 1992-2026 - Charge-off rates computed from the complete public [...] <https://github.com/Chadhauser/sba-7a-chargeoff-rates>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/SBA-7a-Charge-Off-Rates.yml>_]
|FIXME_ICON| SEC EDGAR - EDGAR, the Electronic Data Gathering, Analysis, and Retrieval system, is the [...] <https://www.sec.gov/edgar/about>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/SEC-EDGAR.yml>_]
|FIXME_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| StateCalc Rent-to-Price Ratio by US State (2026) - A 50-state open dataset computing the [...] <https://statecalc.com/data/rent-to-price-ratio-by-state/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/StateCalc-Rent-to-Price-Ratio-by-State-2026.yml>_]
|OK_ICON| The 250 Most-Funded Startups of 2026 - An open dataset of the 250 private startups that [...] <https://indexed.vc/reports/top-funded-startups-2026>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/Top-Funded-Startups-2026.yml>_]
|OK_ICON| UK Payment Practices 2017-2026 - Aggregate figures from 114,758 statutory payment practices [...] <https://github.com/Chadhauser/uk-payment-practices>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/UK-Payment-Practices.yml>_]
|OK_ICON| US State Income Tax 2026 (all 51 jurisdictions) - State individual income tax rules for tax [...] <https://github.com/mixseomin/us-state-income-tax>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/US-State-Income-Tax-2026.yml>_]
|OK_ICON| US State Tax Lien and Tax Deed Dataset (2026) - A sourced, machine-readable dataset [...] <https://taxliensimple.com/dataset>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/US-State-Tax-Lien-Deed.yml>_]
|OK_ICON| VC Deal Flow Signal (GitHub-Derived Early-Stage Venture Signals) - An open dataset of GitHub- [...] <https://huggingface.co/datasets/the-data-nerd/vc-deal-flow-signal>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/VC-Deal-Flow-Signal.yml>_]
|OK_ICON| Webb Database - Aggregates and structures public financial data from HKEX, the SFC, the Hong [...] <https://webb-database.com>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/Webb-Database.yml>_]
|OK_ICON| Yahoo Finance <http://finance.yahoo.com/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/Yahoo-Finance.yml>_]
|OK_ICON| Zyphe AML Enforcement Tracker - Structured record of AML/BSA fines, sanctions actions, GDPR [...] <https://www.zyphe.com/resources/aml-enforcement-tracker>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/Zyphe-AML-Enforcement-Tracker.yml>_]
|OK_ICON| Korean Equity Daily Prices and DART Filing Impact - Every listed KOSPI, KOSDAQ and KONEX [...] <https://huggingface.co/datasets/aikstockdata/korea-equity-daily>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Finance/aikstockdata-Korea-Equity-Daily.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| Castles of the World - 7,044 documented castles, fortresses and palaces across 141 countries [...] <https://thecastlemap.com/data/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/Castles-of-the-World.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| Filming Locations of the World - 15,272 real filming locations across 161 countries, joined [...] <https://thefilmmap.com/data/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/Filming-Locations-of-the-World.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>_]
|FIXME_ICON| Geo Spatial Data from ASU <http://geodacenter.asu.edu/datalist/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/Geo-Spatial-Data-from-ASU.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| Large Scale International Boundaries from the U.S. Department of State <https://geodata.state.gov/geonetwork/srv/eng/catalog.search#/metadata/3bdb81a0-c1b9-439a-a0b1-85dac30c59b2>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/Large-scale-international-boundaries-from--the-U.S.-Department-of-State.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| MideaFind Germany DIY Store Locations - Versioned JSON dataset of 1,314 known DIY-store [...] <https://mideafind.com/marktabdeckung-karte.html#datenqualitaet>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/MideaFind-Germany-DIY-Store-Locations.yml>_]
|FIXME_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| Natural Earth - vectors and rasters of the world <https://www.naturalearthdata.com/downloads/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/Natural-Earth.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>_]
|FIXME_ICON| World Notable Places (Detourmap) - 40,703 notable places worth a detour worldwide — natural [...] <https://detourmap.com/data/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/World-Notable-Places-Detourmap.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>_]
|OK_ICON| Zip-Codes Free Database - Free US ZIP code database covering core fields (ZIP, city, state, [...] <https://www.zip-codes.com/free-zip-code-database.asp>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/Zip-Codes-API.yml>_]
|OK_ICON| MAP-VERSE - MAP usability - Validated Empirical Research by Systematic Evaluation - A curated [...] <https://map-verse.github.io/Repository/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/map-verse.yml>_]
|OK_ICON| Strange Places Dataset - 354,000 geolocated mysterious and unusual phenomena worldwide — UFO [...] <https://github.com/lukeslp/strange-places-dataset>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//GIS/strange-places-dataset.yaml>_]

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| Antwerp, Belgium <https://www.antwerpen.be/open-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Antwerp-Belgium.yml>_]
|OK_ICON| Argentina (non official) <http://datos.gob.ar>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Argentina-non-official.yml>_]
|OK_ICON| Datos Argentina - Portal de datos abiertos de la República Argentina. Encontrá datos públicos [...] <http://datos.gob.ar/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Argentina.yml>_]
|OK_ICON| AssessorSearch 2026 Property Tax Rates by State, County, and City - Public AssessorSearch [...] <https://assessorsearch.com/data/property-tax-rates-by-county>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/AssessorSearch-Property-Tax-Rates.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| BailleurVerif - French Non-Compliant Rental Listings Observatory - Time-stamped longitudinal [...] <https://www.data.gouv.fr/fr/datasets/annonces-de-location-francaises-non-conformes-observatoire-bailleurverif/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/BailleurVerif.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>_]
|FIXME_ICON| Beersheba, Israel - Open Data Portal (Smart7 OpenData) <https://www.beer-sheva.muni.il/OpenData/Pages/default.aspx>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Beersheba-Israel.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| BuildData - Canadian Construction and Development Data API - REST API providing normalized [...] <https://builddata.ca>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/BuildData-Canadian-Construction-Data-API.yml>_]
|OK_ICON| EU Government Benefits — Structural Dataset - Catalogue of 106 government benefits across 27 [...] <https://github.com/Buronia-com/eu-benefits-schema>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Buronia-EU-Benefits.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| California Superior Court Financial-Disclosure Directory - An independently maintained 58-row [...] <https://communityproperty.ai/datasets/california-court-financial-disclosure-directory/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/California-Superior-Court-Financial-Disclosure-Directory.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>_]
|FIXME_ICON| Chile <http://datos.gob.cl/dataset>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Chile.yml>_]
|FIXME_ICON| China <https://data.stats.gov.cn/english/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/China>_]
|OK_ICON| Company Registry Atlas - An atlas of 761 official company, tax, customs, permit and [...] <https://github.com/aunikolskii-bit/company-registry-atlas>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/CompanyRegistryAtlas.yml>_]
|OK_ICON| Crime Brasil - Open-data platform consolidating and geocoding criminal incidents from [...] <https://crimebrasil.com.br>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Crime-Brasil-Brazil.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>_]
|FIXME_ICON| Finland <https://www.opendata.fi/en>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Finland.yml>_]
|OK_ICON| FirstData - Global Authoritative Data Source Knowledge Base - The world's most comprehensive, [...] <https://github.com/MLT-OSS/FirstData>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/FirstData.yml>_]
|OK_ICON| France <https://www.data.gouv.fr/en/datasets/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/France.yml>_]
|FIXME_ICON| Fredericton, NB, Canada <http://www.fredericton.ca/en/citygovernment/Catalogue.asp>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Fredericton-NB-Canada.yml>_]
|OK_ICON| Garage-Conversion and ADU Building Permit Timelines for Four U.S. Cities - 64,427 residential [...] <https://github.com/asafichaki/permittimelines>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Garage-Conversion-ADU-Permit-Timelines-2026.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>_]
|FIXME_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| GlobeNomad Visa Dataset - long-stay and digital-nomad visa programmes, sourced and dated - 53 [...] <https://github.com/MSeutin/digital-nomad-visa-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/GlobeNomad-Visa-Dataset.yml>_]
|OK_ICON| Greece Public Procurement (Diavgis) - Greek public procurement records aggregated from [...] <https://diavgis.gr>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Greece-Public-Procurement-OCDS.yml>_]
|FIXME_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| Halifax, NS, Canada <https://www.halifax.ca/home/open-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Halifax-NS-Canada.yml>_]
|FIXME_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| Common Spatial Data Infrastructure (CSDI), Hong Kong, China <https://portal.csdi.gov.hk/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Hong-Kong-China-CSDI.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| Istanbul Municipality Open Data Portal <https://data.ibb.gov.tr>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Istanbul-Municipality-Open-Data.yml>_]
|OK_ICON| Italian Workplace Safety Open Data (123Formazione) - Open dataset covering Italian workplace- [...] <https://123formazione.com/api/public/docs>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Italian-Workplace-Safety-123Formazione.yml>_]
|FIXME_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>_]
|FIXME_ICON| Jail deaths in America - The U.S. government does not release jail by jail mortality data, [...] <https://www.reuters.com/investigates/special-report/usa-jails-graphic/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Jail-deaths-in-America.yml>_]
|OK_ICON| Japan - JFTC Cease-and-Desist Orders and Subcontract Act Recommendations - Machine-readable [...] <https://github.com/eoylab/jftc-actions>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Japan-JFTC-Orders-and-Recommendations.yml>_]
|OK_ICON| Japan - Keihyoho (Premiums and Representations Act) Enforcement Orders - Machine-readable [...] <https://github.com/eoylab/keihyo-cases>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Japan-Keihyoho-Enforcement-Orders.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>_]
|FIXME_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>_]
|FIXME_ICON| Lithuania Repeat-Sales House Price Index (PSBKI) - Monthly repeat-sales house price indices [...] <https://www.lb.lt/lt/pasikartojanciu-sandoriu-busto-kainu-indeksas>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Lithuania-Repeat-Sales-House-Price-Index-PSBKI.yml>_]
|FIXME_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>_]
|FIXME_ICON| London, ON, Canada <http://www.london.ca/city-hall/open-data/Pages/default.aspx>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/London-ON-Canada.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| LottoLens PH Public PCSO Historical Results - Independently compiled Philippine Charity [...] <https://remo65588-boop.github.io/lottolens-ph-public-data/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/LottoLens-PH-Public-PCSO-Historical-Results.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| Malaysia <https://data.gov.my/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Malaysia.yml>_]
|FIXME_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>_]
|FIXME_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 <https://donnees.montreal.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 Open Data <https://opendata.cityofnewyork.us/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/NYC-Open-Data.yml>_]
|OK_ICON| NYC betanyc <http://betanyc.us/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/NYC-betanyc.yml>_]
|OK_ICON| US State Name-Change (DMV) Requirements - State-by-state requirements for updating a driver's [...] <https://namechangepacket.com/name-change-requirements-by-state>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/NameChangePacket-US-State-Requirements.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>_]
|FIXME_ICON| OECD <https://data.oecd.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/OECD.yml>_]
|FIXME_ICON| Oakland, California, US <https://data.oaklandnet.com/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Oakland-California-US.yml>_]
|OK_ICON| Oklahoma <https://data.ok.gov/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Oklahoma.yml>_]
|OK_ICON| Open Data Hub - Open data platform for South Tyrol and EU providing tourism, mobility, [...] <https://www.opendatahub.com/datasets/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Open-Data-Hub.yml>_]
|FIXME_ICON| Open Data for Africa <http://opendataforafrica.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Open-Data-for-Africa.yml>_]
|OK_ICON| Open Fedspend Data - Daily-updated rolling 7-day window of US federal contract awards from [...] <https://github.com/ConorsCode/open-fedspend-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Open-Fedspend-Data.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| OpenMercantil Spanish Public Company Data - Independent, non-official access layer for [...] <https://openmercantil.es/descargas>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/OpenMercantil-Spanish-public-company-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>_]
|FIXME_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| Passport & Visa Photo Specifications (21 documents, 15+ countries) - Machine-readable photo [...] <https://compliantpassportphoto.com/specs.json>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Passport-Visa-Photo-Specifications.yml>_]
|OK_ICON| Passport, Visa & ID Photo Specifications (100+ countries, 276 formats) - Passport, visa, ID [...] <https://github.com/BlondDev-Art/passport-photo-specs>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/PassportPhotoSpecs.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| Poland Public Tenders Dataset (BZP + TED) - Open dataset of Polish public procurement notices [...] <https://github.com/atlasprzetargow/polish-tenders-dataset>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Poland-Public-Tenders-BZP-TED.yml>_]
|FIXME_ICON| PolitiData - Canadian Political Financing and Lobbying API - REST API for Canadian political [...] <https://politidata.ca>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/PolitiData-Canadian-Political-Financing-API.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>_]
|FIXME_ICON| PottyDirectory — US Portable Restroom & Public Restroom Open Data - Open dataset of 3,649 US [...] <https://pottydirectory.com/data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/PottyDirectory-USA.yml>_]
|OK_ICON| ProcureData - Canadian Federal Procurement API - REST API for Canadian federal procurement [...] <https://procuredata.ca>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/ProcureData-Canadian-Federal-Procurement-API.yml>_]
|OK_ICON| Consumer Product Recalls by Barcode (EAN/GTIN) - 36,582 consumer product-safety recall [...] <https://doi.org/10.5281/zenodo.22685727>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/ProductGuru-Consumer-Product-Recalls-by-Barcode.yml>_]
|FIXME_ICON| Puerto Rico Government <https://data.pr.gov//>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Puerto-Rico-Government.yml>_]
|FIXME_ICON| Quebec City, QC, Canada <http://donnees.ville.quebec.qc.ca/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Quebec-City-QC-Canada.yml>_]
|FIXME_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 <https://openregina.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>_]
|FIXME_ICON| Romania <http://data.gov.ro/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Romania.yml>_]
|FIXME_ICON| Russia <http://data.gov.ru>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Russia.yml>_]
|OK_ICON| Russian Business Inspections Registry (ERKNM) - Aggregated statistics from the Unified [...] <https://kontragentpro.ru/data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Russian-Business-Inspections-Registry.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>_]
|FIXME_ICON| Saskatchewan, Province of Canada <http://opendatask.ca/data/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Saskatchewan-Province-of-Canada.yml>_]
|OK_ICON| Saudi Arabia Real Estate Open Data (MOJ + REGA) - 4.96M real estate transactions from Saudi [...] <https://github.com/civillizard/Saudi-Real-Estate-Data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Saudi-Arabia-Real-Estate-Open-Data.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>_]
|FIXME_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| Tel-Aviv Open Data <https://opendata.tel-aviv.gov.il/en/Pages/home.aspx>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Tel-Aviv.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| Texas TDLR Contractor Bond Compliance - Bond compliance status for 816,000+ Texas-licensed [...] <https://contact219.github.io/texas-tdlr-bond-compliance-2026/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Texas-TDLR-Bond-Compliance.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>_]
|FIXME_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>_]
|FIXME_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 Agencies <http://www.data.gov/metrics>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/U.S.-Federal-Government-Agencies.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>_]
|FIXME_ICON| UK Food Hygiene Rating Scheme (FHRS) API - Food hygiene ratings for 600,000+ food [...] <https://api.ratings.food.gov.uk/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/UK-Food-Hygiene-Rating-Scheme-FHRS-API.yml>_]
|OK_ICON| UNESCO Data Hub - UNESCO's official data catalog providing authoritative global statistics [...] <https://data.unesco.org>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/UNESCO-Data-Hub.yml>_]
|OK_ICON| 2026 U.S. Bathroom Remodel Permit and Planning Index - A reviewed open dataset covering [...] <https://www.remodelprojecthelp.com/bathroom-remodeling/us-bathroom-remodel-permit-planning-index/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/US-Bathroom-Remodel-Permit-and-Planning-Index.yml>_]
|OK_ICON| US Class-Action & Refund Settlements - Verified catalog of US class-action and government [...] <https://settlesignal.com/settlements/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/US-Class-Action-Refund-Settlements.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>_]
|FIXME_ICON| US Federal Campgrounds (Campsite Atlas Open Data) - All 5,780 campgrounds in the U.S. federal [...] <https://campsiteatlas.com/data/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/US-Federal-Campgrounds-Campsite-Atlas.yml>_]
|FIXME_ICON| US Federal Contracts & Grants API - REST API providing access to millions of US federal [...] <https://government-data-api.onrender.com>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/US-Federal-Contracts-Grants-API.yml>_]
|OK_ICON| US Military Pay & Allowances (BAH, Basic Pay, COLA) - Pay and allowance data for the US Armed [...] <https://github.com/mixseomin/military-pay-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/US-Military-Pay-Allowances.yml>_]
|OK_ICON| US National Park System (Park Atlas Open Data) - Cleaned, joined datasets for all 474 US [...] <https://github.com/kirkwood-justin/park-atlas-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/US-National-Park-System-Park-Atlas.yml>_]
|OK_ICON| US Robocall Complaints by Phone Number - US Federal Trade Commission Do Not Call complaint [...] <https://github.com/usacallerlookup/ftc-robocall-dataset>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/US-Robocall-Complaints-by-Phone-Number.yml>_]
|OK_ICON| US State Sales Tax 2026 - Free MIT-licensed dataset of 2026 US state sales tax rates and [...] <https://github.com/receiptedit/us-sales-tax-2026>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/US-Sales-Tax-2026.yml>_]
|OK_ICON| US Visa Bulletin Priority Date History - The monthly US Department of State Visa Bulletin [...] <https://github.com/mixseomin/visa-bulletin-history>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/US-Visa-Bulletin-Priority-Dates.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>_]
|FIXME_ICON| Uganda Bureau of Statistics <http://www.ubos.org/unda/index.php/catalog>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Uganda-Bureau-of-Statistics.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>_]
|FIXME_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>_]
|FIXME_ICON| Statistics from the General Statistics Office of Vietnam - Data in different categories are [...] <https://www.gso.gov.vn/Default_en.aspx?tabid=491>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Vietnam.yml>_]
|OK_ICON| Warnely Travel Safety Dataset - Composite travel-safety risk score for 180 countries, [...] <https://warnely.com/developers>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/Warnely-Travel-Safety.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>_]
|OK_ICON| Federal Data Terminations Tracker (USA) - The most policy-relevant, verified source of US [...] <https://dataindex.us/terminations-tracker>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/federal-data-terminations-tracker.yml>_]
|OK_ICON| US Disasters Mashup - 48,592 disaster events from four US government sources — NTSB plane [...] <https://github.com/lukeslp/us-disasters-mashup>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Government/us-disasters-mashup.yaml>_]

Healthcare

|OK_ICON| AirPop Respirator & Barrier-Mask Certification Standards Comparison - A cross-jurisdiction [...] <https://getairpop.com/blog/mask-testing-methodology-how-certifications-work>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/AirPop-Respirator-Mask-Certification-Standards.yml>_]
|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| COVID-19 Reported Patient Impact and Hospital Capacity by Facility - The following dataset [...] <https://healthdata.gov/Hospital/COVID-19-Reported-Patient-Impact-and-Hospital-Capa/anag-cw7u/data_preview>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/COVID-19-Reported-Patient-Impact-and-Hospital-Capacity-by-Facility.yml>_]
|OK_ICON| California Assisted Living Waiver County Availability Tracker 2026 - County-level [...] <https://github.com/asafichaki/california-alw-open-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/California-ALW-County-Availability-Tracker-2026.yml>_]
|OK_ICON| California IHSS Individual Provider County Wage Rates 2026 - The 2026 hourly wage each of [...] <https://github.com/asafichaki/california-senior-care-rates-open-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/California-IHSS-County-Wage-Rates-2026.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>_]
|FIXME_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| Dietly Food & Nutrition Database - Open nutrition catalog of 4.2M+ foods with calories, [...] <https://www.getdietly.com/api>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Dietly-Food-Nutrition-Database.yml>_]
|OK_ICON| EHDP Large Health Data Sets (Archived) - Just links - can't vouch for how many are still valid <https://web.archive.org/web/20221208104145/https://www.ehdp.com/links/datasets.htm>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/EHDP-Large-Health-Data-Sets.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| Loa U.S. Healthcare Price Transparency Dataset - Source-labeled U.S. healthcare pricing data, [...] <https://www.loacare.com/methodology>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Loa-U.S.-Healthcare-Price-Transparency.yml>_]
|OK_ICON| MeSH, the vocabulary thesaurus used for indexing articles for PubMed - Check under 'Obtain [...] <https://www.nlm.nih.gov/mesh/meshhome.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 and Medicaid Data - This site gives you direct access to public data released by the [...] <https://data.cms.gov>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Medicare-and-Medicaid-Data.yml>_]
|OK_ICON| Mental Health Startup Graveyard - 542 digital mental health organizations that left the [...] <https://zenodo.org/records/22125661>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Mental-Health-Startup-Graveyard.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) <https://www.odsdatasearchandexport.nhs.uk/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Open-ODS.yml>_]
|OK_ICON| Open Trials Data - All currently-recruiting interventional studies registered on [...] <https://github.com/ConorsCode/open-trials-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Open-Trials-Data.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| Romanian Hazardous Medical Waste Procurement Dataset (CPV 9052*) - Open dataset of all [...] <https://licitatiimedicale.com/dataset>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Romania-Medical-Waste-Procurement-Dataset.yml>_]
|OK_ICON| Seed Oil Tracker Restaurant Chain Database - Seed-oil/PUFA (polyunsaturated fat) grades for [...] <https://seedoiltracker.com/open-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Seed-Oil-Tracker-Restaurant-Chain-Database.yml>_]
|OK_ICON| Spanish Flu Dataset - Historical dataset about the 1918–1920 Spanish Flu pandemic, including [...] <https://www.kaggle.com/datasets/thepodclub/spanish-flu-dataset>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Spanish-Flu.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| trove - Reference tools for two underused public-domain U.S. healthcare datasets. (1) FDA [...] <https://troveproject.com>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Trove.yml>_]
|OK_ICON| US Sauna & Cold Plunge Venue Data - Cold plunge, sauna and contrast-therapy venues across 23 [...] <https://github.com/findsaunaplunge/data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/US-Sauna-Cold-Plunge-Venues.yml>_]
|OK_ICON| US Water Quality Data by ZIP Code - Water quality violations, lead and copper levels, radon [...] <https://github.com/artakulov/us-water-quality-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/US-Water-Quality-Data-by-ZIP-Code.yml>_]
|OK_ICON| Verified Supplement Evidence Database - Clinical evidence, dosing, form-bioavailability [...] <https://huggingface.co/datasets/erinheit451/verified-supplement-evidence>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Healthcare/Verified-Supplement-Evidence-Database.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>_]

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| 2GB of Photos of Cats <https://www.kaggle.com/datasets/crawford/cat-dataset>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/2GB-of-Photos-of-Cats.yml>_]
|OK_ICON| AI Detector Arena Benchmark - A standardized benchmark dataset for evaluating AI-generated [...] <https://aidetectarena.com/benchmark-dataset>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/AI-Detector-Arena-Benchmark.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| Caltech Pedestrian Detection Benchmark <https://data.caltech.edu/records/f6rph-90m20>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/Caltech-Pedestrian-Detection-Benchmark.yml>_]
|OK_ICON| Chars74K dataset - Character Recognition in Natural Images (both English and Kannada are available) <http://www.ee.surrey.ac.uk/CVSSP/demos/chars74k/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/Chars74K-dataset.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>_]
|FIXME_ICON| DukeMTMC Data Set - DukeMTMC aims to accelerate advances in multi-target multi-camera [...] <http://vision.cs.duke.edu/DukeMTMC/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/DukeMTMC-Data-Set.yml>_]
|OK_ICON| ETH Entomological Collection (ETHEC) Fine Grained Butterfly (Lepidoptra) Images <https://doi.org/10.3929/ethz-b-000365379>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/ETH_Entomological_Collection_Fine_Grained_Butterfly_Images.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| Photographic film stocks reference - 25 well-known photographic film stocks with their [...] <https://github.com/alice51849/lumi-open-data/tree/master/film-stocks>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/Film-Stocks-Reference.yml>_]
|OK_ICON| Flickr: 32 Class Brand Logos <https://www.uni-augsburg.de/en/fakultaet/fai/informatik/prof/mmc/research/datensatze/flickrlogos/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/Flickr-32-Class-Brand-Logos.yml>_]
|FIXME_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| 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| Long duration stitched and unstitched 8K/30 fps stereoscopic 360° videos - This 360° video [...] <https://dx.doi.org/10.21227/6htp-py25>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/Long-duration-stitched-and-unstitched-8K-30-fps-stereoscopic-360deg-videos.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| 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>_]
|FIXME_ICON| Several Shape-from-Silhouette Datasets <http://kaiwolf.no-ip.org/3d-model-repository.html>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/Several-Shape-from-Silhouette-Datasets.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| Visual genome (archived at Wayback) - Data still available for download from Wayback <https://web.archive.org/web/20151219035355/http://visualgenome.org/api/v0/api_home.html>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ImageProcessing/Visual-genome.yml>_]
|FIXME_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>_]
|FIXME_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| BenchGecko AI Model Benchmarks - Benchmark scores, pricing, and capabilities for 414+ AI [...] <https://benchgecko.ai>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/BenchGecko-AI-Model-Benchmarks.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>_]
|FIXME_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| Evidaxis Momentum Snapshots - Weekly, hash-pinned point-in-time measurements of rising open- [...] <https://evidaxis.org>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/Evidaxis-Momentum-Snapshots.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>_]
|FIXME_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>_]
|FIXME_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| RDataMining - "R and Data Mining" ebook data <https://www.rdatamining.com/datasets>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/RDataMining.yml>_]
|OK_ICON| Registered Meteorites on Earth <http://publichealthintelligence.org/content/registered-meteorites-has-impacted-earth-visualized>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/Registered-Meteorites-on-Earth.yml>_]
|FIXME_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| Yambda-5B — A Large-Scale Multi-modal Dataset for Ranking And Retrieval - Industrial-scale [...] <https://huggingface.co/datasets/yandex/yambda>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/YaMBDa-5B-Music-Interaction-Dataset.yml>_]
|FIXME_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>_]
|OK_ICON| Ollama vs llama.cpp vs LM Studio on One RTX 5080 - Controlled inference-runtime comparison on [...] <https://huggingface.co/datasets/iBlessi/local-llm-runtime-comparison-rtx-5080>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/local-llm-runtime-comparison-rtx-5080.yml>_]
|OK_ICON| RTX 5080 LLM Power Efficiency (Watts and Joules per Token) - Measured board power, tokens per [...] <https://huggingface.co/datasets/iBlessi/rtx-5080-llm-power-efficiency>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//MachineLearning/rtx-5080-llm-power-efficiency.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>_]
|FIXME_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>_]
|FIXME_ICON| The Getty vocabularies <http://vocab.getty.edu>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Museums/The-Getty-vocabularies.yml>_]
|OK_ICON| Türkiye Cultural Heritage Atlas (Kahve Tabela) Open Data - 32,483 registered cultural- [...] <https://kahvetabela.com/tr/acik-veri>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Museums/Turkiye-Cultural-Heritage-Atlas-Kahve-Tabela.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>_]
|FIXME_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>_]
|FIXME_ICON| Blogger Corpus <http://u.cs.biu.ac.il/~koppel/BlogCorpus.htm>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Blogger-Corpus.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| 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| Flickr Personal Taxonomies <http://www.isi.edu/~lerman/downloads/flickr/flickr_taxonomies.html>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Flickr-Personal-Taxonomies.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://storage.googleapis.com/books/ngrams/books/datasetsv3.html>_ [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| Gutenberg eBooks List <https://www.gutenberg.org/ebooks/offline_catalogs.html>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Gutenberg-eBooks-List.yml>_]
|OK_ICON| Hansards text chunks of Canadian Parliament <http://www.isi.edu/natural-language/download/hansard/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Hansards-text-chunks-of-Canadian-Parliament.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>_]
|FIXME_ICON| M-AILabs Speech - The M-AILABS Speech Dataset is the first large dataset that we are [...] <http://www.m-ailabs.bayern/en/the-mailabs-speech-dataset/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/M-AILABS-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>_]
|FIXME_ICON| Making Sense of Microposts 2013 - Concept Extraction <http://oak.dcs.shef.ac.uk/msm2013/challenge.html>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Making-Sense-of-Microposts-2013.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>_]
|FIXME_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>_]
|FIXME_ICON| Open Multilingual Wordnet <http://compling.hss.ntu.edu.sg/omw/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Open-Multilingual-Wordnet.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| Personae Corpus - The Personae corpus was collected for experiments in Authorship Attribution [...] <https://zenodo.org/records/4643756#.Yl6GBehBzZQ>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Personae-Corpus.yml>_]
|OK_ICON| Russian Given Names — 1,551 names with meanings and ZAGS popularity - 1,551 Russian given [...] <https://github.com/mdanina/nen-imena-dataset>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Russian-Given-Names-NEN.yml>_]
|FIXME_ICON| SMS Spam Collection in English <http://www.dt.fee.unicamp.br/~tiago/smsspamcollection/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/SMS-Spam-Collection-in-English.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| SlashYear Sourced Historical Events - 86,902 historical event records spanning 3,078 years, [...] <https://github.com/ctrl-maud/slashyear>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/SlashYear-Historical-Events.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| Webhose - News/Blogs in multiple languages <https://webhose.io/datasets>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Webhose.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>_]
|FIXME_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| Wordbank - Open, de-identified database of vocabulary development from 84,138 children and [...] <http://wordbank.stanford.edu/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/Wordbank.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>_]
|OK_ICON| BaZi Nayin - Chinese-English terminology mapping - The thirty nayin (纳音) of the Chinese [...] <https://github.com/Shann5/bazi-nayin>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/bazi-nayin.yml>_]
|OK_ICON| doctrine-corpus - Bilingual (English + Japanese) judgment-eliciting Q&A corpus (851 examples) [...] <https://github.com/shimo4228/doctrine-corpus>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/doctrine-corpus.yml>_]
|OK_ICON| Etymology Atlas - Word origins and etymological data covering millions of entries across [...] <https://huggingface.co/datasets/lukeslp/etymology-atlas>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/etymology-atlas.yaml>_]
|OK_ICON| World Languages - Structured dataset of world languages covering ISO 639 codes, speaker [...] <https://huggingface.co/datasets/lukeslp/world-languages>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//NaturalLanguage/world-languages.yaml>_]

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| Brain Catalogue <http://braincatalogue.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Neuroscience/Brain-Catalogue.yml>_]
|FIXME_ICON| Brainomics <http://brainomics.cea.fr/localizer>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Neuroscience/Brainomics.yml>_]
|FIXME_ICON| CodeNeuro Datasets <http://datasets.codeneuro.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Neuroscience/CodeNeuro-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>_]
|FIXME_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| NeuroMorpho - NeuroMorpho.Org is a centrally curated inventory of digitally reconstructed [...] <http://neuromorpho.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Neuroscience/NeuroMorpho.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 <https://icecube.wisc.edu/science/data-releases/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Physics/IceCube.yml>_]
|FIXME_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>_]
|FIXME_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>_]
|FIXME_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

|FIXME_ICON| The Cancer Imaging Program (CIP) - TCIA is a service which de-identifies and hosts a large [...] <https://www.cancerimagingarchive.net/dataset-explorer/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/Cancer_imaging_program>_]
|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| 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| PROSTATEx-Challenge - Retrospective set of prostate MR studies. All studies included [...] <https://www.cancerimagingarchive.net/collection/prostatex/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/PROSTATEx-Challenge.yml>_]
|FIXME_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| Surveillance, Epidemiology, and End Results (SEER) Cancer Statistics - Database from CDC's [...] <https://seer.cancer.gov/statistics/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/Seer_cancer.yml>_]
|FIXME_ICON| U.S. Cancer Statistics Public Use Database - Database from CDC's National Program of Cancer [...] <https://www.cdc.gov/cancer/uscs/public-use>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/US_cancer_statistics_public_use_database.yml>_]
|OK_ICON| cBioPortal for Cancer Genomics Datasets - Integrated profiling of 333 primary prostate [...] <https://www.cbioportal.org/datasets>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//ProstateCancer/cBioPortal.yml>_]

Psychology+Cognition

|FIXME_ICON| OSU Cognitive Modeling Repository Datasets <http://www.cmr.osu.edu/browse/datasets>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Psychology+Cognition/OSU-Cognitive-Modeling-Repository-Datasets.yml>_]
|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| CCTV Camera Database - Open database of 1,000+ IP/CCTV camera specifications across 49 brands [...] <https://github.com/ch-bas/cctv-camera-database>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/CCTV-Camera-Database.yml>_]
|FIXME_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>_]
|FIXME_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>_]
|FIXME_ICON| Grand Comics Database - The Grand Comics Database (GCD) is a nonprofit, internet-based [...] <https://www.comics.org>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/GrandComics.yml>_]
|OK_ICON| Infochimps <http://www.infochimps.com/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Infochimps.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>_]
|FIXME_ICON| Reddit Datasets <https://www.reddit.com/r/datasets>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/Reddit-Datasets.yml>_]
|FIXME_ICON| RevolutionAnalytics Collection <https://packages.revolutionanalytics.com/datasets/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/RevolutionAnalytics-Collection.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 (Archived at Wayback) - A list of links. <https://web.archive.org/web/20170704235833/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>_]
|FIXME_ICON| The Washington Post List <http://www.washingtonpost.com/wp-srv/metro/data/datapost.html>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//PublicDomains/The-Washington-Post-List.yml>_]
|FIXME_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>_]
|FIXME_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| Base dos Dados - Data Basis: Open Data Repository for Brazil <https://basedosdados.org/en>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SearchEngines/BaseDosDados.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| Dateno - Dataset search engine for for 5k data sources with 22m datasets across the World [...] <https://dateno.io>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SearchEngines/Dateno.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>_]
|FIXME_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>_]
|FIXME_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| Donald Trump Truth Social Posts Archive - A source-linked archive of 35,882 public Truth [...] <https://huggingface.co/datasets/Cameronk199/donald-trump-truth-social-posts>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/Donald-Trump-Truth-Social-Posts-Archive.yml>_]
|OK_ICON| EDRM Enron EMail of 151 users, hosted on S3 - This dataset was collected and prepared by the [...] <https://www.cs.cmu.edu/~enron/>_ [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| G2 Software Reviews Sample Dataset (500 reviews, 27 fields) - 500 structured G2 reviews [...] <https://huggingface.co/datasets/fact-den/g2-team-collaboration-reviews-sample>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/G2-Software-Reviews-Sample-Dataset.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 <https://sociopatterns.org/datasets.html>_ [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| Reddit Comments from /r/incels (archived on Wayback) <https://web.archive.org/web/20221206220437/http://files.pushshift.io/reddit/comments/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/Reddit-Comments.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>_]
|FIXME_ICON| SourceForge.net Research Data <http://www3.nd.edu/~oss/Data/data.html>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/SourceForge.net-Research-Data.yml>_]
|FIXME_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| Trip.com and Ctrip Hotel Reviews Sample Dataset (800 reviews) - 800 hotel guest reviews from [...] <https://huggingface.co/datasets/fact-den/trip-com-and-ctrip-hotel-reviews-sample-2026>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/Trip-com-Ctrip-Hotel-Reviews-Sample-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 (Archived at Wayback) - Most of the data does appear to [...] <https://web.archive.org/web/20110222063252/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| WhatsApp Business Platform Open Data - A dated, sourced open dataset of the WhatsApp Business [...] <https://github.com/procom-dev/whatsapp-open-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/WhatsApp-Business-Platform-Open-Data.yml>_]
|FIXME_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>_]
|OK_ICON| US Attention Data - Weekly cross-platform attention tracking for 2025 combining Wikipedia [...] <https://github.com/lukeslp/us-attention-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialNetworks/us-attention-data.yaml>_]

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>_]
|FIXME_ICON| Banned Books — Open Censorship Core - Open dataset documenting book bans and challenges [...] <https://www.banned-books.org/dataset>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Banned-Books-Open-Censorship-Core.yml>_]
|OK_ICON| Brightcast Global Hope Index - Daily 0-100 index measuring the volume and quality of verified [...] <https://www.brightcast.news/open-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Brightcast-Global-Hope-Index.yml>_]
|FIXME_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| Center for Systemic Peace Datasets - Conflict Trends, Polities, State Fragility, etc <http://www.systemicpeace.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Center-for-Systemic-Peace-Datasets.yml>_]
|OK_ICON| Chinese zodiac sexagenary cycle, 1924-2044 - 121 consecutive years of the Chinese sexagenary [...] <https://github.com/alice51849/lumi-open-data/tree/master/chinese-zodiac>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Chinese-Zodiac-Sexagenary-Cycle.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| FedSalary - Global Government Salary Database - Verified federal and national government [...] <https://fedsalary.com>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/FedSalary.yml>_]
|OK_ICON| Fragile States Index <https://fragilestatesindex.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Fragile-States-Index.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>_]
|FIXME_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| 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| Helium News Bias Corpus Snapshot - Structured bias scores for 212 news outlets across 37 [...] <https://huggingface.co/datasets/HeliumTrades/helium-news-bias-corpus>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Helium-News-Bias-Corpus.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| Inter-American Development Bank Open Data <https://data.iadb.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Inter-American-Development-Bank-Open-Data.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| Is It Safe to Travel (Travel Safety Scores) - Daily composite travel-safety scores (1-10) and [...] <https://isitsafetotravel.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Is-It-Safe-To-Travel.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>_]
|FIXME_ICON| MacroData Guide by Norsk samfunnsvitenskapelig datatjeneste <http://nsd.uib.no>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/MacroData-Guide-by-Norsk-samfunnsvitenskapelig-datatjeneste.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| Measured World - Demographic, economic, education, and energy data for up to 237 countries [...] <https://measuredworld.com>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Measured-World.yml>_]
|FIXME_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>_]
|FIXME_ICON| Pew Religion Datasets <https://www.pewresearch.org/religion-datasets/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Pew-religion-datasets.yml>_]
|FIXME_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>_]
|FIXME_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>_]
|FIXME_ICON| Political Polarity Data <http://www3.cs.stonybrook.edu/~leman/data/14-icwsm-political-polarity-data.zip>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Political-Polarity-Data.yml>_]
|OK_ICON| Russian and Belarusian Women in International Matchmaking (2026) - Aggregated, anonymised [...] <https://github.com/lovevalentin-droid/russian-women-matchmaking-dataset>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Russian-Belarusian-Matchmaking.yml>_]
|FIXME_ICON| StackExchange Data Explorer <http://data.stackexchange.com/help>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/StackExchange-Data-Explorer.yml>_]
|FIXME_ICON| Terrorism Research and Analysis Consortium <http://www.trackingterrorism.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Terrorism-Research-and-Analysis-Consortium.yml>_]
|FIXME_ICON| Texas Inmates Executed Since 1984 <http://www.tdcj.state.tx.us/death_row/dr_executed_offenders.html>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Texas-Inmates-Executed-Since-1984.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| UN Civil Society Database <http://esango.un.org/civilsociety/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/UN-Civil-Society-Database.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| US Fragrance Trends 2026 — Most-Searched Fragrance by US State - A 12-month Google Trends [...] <https://github.com/ahmad-khan-97/us-fragrance-trends-2026>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/US-Fragrance-Trends-2026.yml>_]
|OK_ICON| US Sex Offender Registry Statistics - Aggregate statistics on registered sex offenders in the [...] <https://offendersearch.app/data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/US-Sex-Offender-Registry-Statistics.yml>_]
|OK_ICON| Universities Worldwide <http://univ.cc/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Universities-Worldwide.yml>_]
|OK_ICON| Uppsala Conflict Data Program <https://ucdp.uu.se/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Uppsala-Conflict-Data-Program.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>_]
|FIXME_ICON| WorldPop project - Worldwide human population distributions <http://www.worldpop.org.uk/data/get_data/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/WorldPop-project.yml>_]
|OK_ICON| Wounded Warriors Veteran Resources Directory - Open dataset of 100,437 verified U.S. veteran- [...] <https://warriorsfund.org>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/Wounded-Warriors-Veteran-Resources.yml>_]
|OK_ICON| Accessibility Atlas - 62 datasets on disability in the US and globally — demographics, [...] <https://github.com/lukeslp/accessibility-atlas>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/accessibility-atlas.yaml>_]
|OK_ICON| humans.top — Influential People Ranking - A live, daily-refreshed public-domain ranking of [...] <https://huggingface.co/datasets/dsfox/humans-top>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/humans-top.yml>_]
|OK_ICON| Joshua Project Global Peoples Dataset - 16,382 people groups across 238 countries with 7,134 [...] <https://github.com/lukeslp/joshua-project-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/joshua-project-data.yaml>_]
|OK_ICON| Meteorites vs UFOs Detection Bias - 1,279 records comparing meteorite fall/find reports with [...] <https://github.com/lukeslp/meteorites-ufos-detection-bias>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/meteorites-ufos-detection-bias.yaml>_]
|OK_ICON| US Inequality Atlas - FIPS-keyed county-level US inequality data spanning food deserts, [...] <https://github.com/lukeslp/us-inequality-atlas>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//SocialSciences/us-inequality-atlas.yaml>_]

Software

|OK_ICON| AI Contribution Policies of GitHub's 800 Most-Starred Repositories (703 screened, 2026-08-18) [...] <https://github.com/sujeito-operator/ai-contribution-policy>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Software/AI-Contribution-Policies-of-Top-GitHub-Repositories.yml>_]
|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| 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| AI Tools Mortality and Product Hunt Graveyard 2026 (RightAIChoice) - Survival study of 2,291 [...] <https://rightaichoice.com/state-of-ai-tools/graveyard>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Software/RightAIChoice-AI-Tools-Mortality-and-Product-Hunt-Graveyard-2026.yml>_]
|OK_ICON| VS Code Marketplace Extension Installs - 64,490 extensions, 50,468 publishers, real install [...] <https://github.com/sujeito-operator/vscode-marketplace-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Software/VS-Code-Marketplace-Extension-Installs.yml>_]
|OK_ICON| MCP Server Resource Benchmark (RAM, Startup Time, Tool Counts) - Measured resident memory, [...] <https://huggingface.co/datasets/iBlessi/mcp-server-resource-benchmark>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Software/mcp-server-resource-benchmark.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| AFL Player Match Statistics 2000-2023 (Bet Better) - 206,722 player-match records from 4,670 [...] <https://doi.org/10.5281/zenodo.21612783>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Sports/BetBetter-AFL-Player-Match-Statistics.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| Korean Football Team Names - English-to-Korean name mapping for 264 European club football [...] <https://github.com/dwoony0909-tech/korean-football-team-names>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Sports/Korean-Football-Team-Names.yml>_]
|OK_ICON| Lahman's Baseball Database <https://sabr.org/lahman-database/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Sports/Lahmans-Baseball-Database.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| OpenPowerlifting - Open archive of the world's powerlifting competition results — 3.9+ [...] <https://www.openpowerlifting.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Sports/OpenPowerlifting.yml>_]
|OK_ICON| Padel Snipe — World Padel Clubs Atlas - Open database of all mapped padel clubs across 9 [...] <https://padelsnipe.com/fr/world>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Sports/Padel-Snipe-World-Padel-Clubs-Atlas.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| Powerlifting Strength Percentiles by Sex, Age and Bodyweight - Pre-aggregated strength [...] <https://github.com/arvidfcjarfalla-prog/liftgauge-strength-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Sports/Powerlifting-Strength-Percentiles.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| PunditBench 2026-27 Pre-Registered LLM Season-Table Predictions - Static snapshot of 204 pre- [...] <https://huggingface.co/datasets/skebbe/punditbench-2026-27-season-tables>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Sports/PunditBench-2026-27-Season-Tables.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 Match Charting Project <https://github.com/JeffSackmann/tennis_MatchChartingProject>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Sports/Tennis-database-of-rankings-results-and-stats-for-ATP.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 <https://physionet.org/content/mitdb/1.0.0/>_ [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| ADSBiq Daily Aircraft State Diffs - Free daily worldwide ADS-B aircraft state-diff exports [...] <https://adsbiq.com/data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/ADSBiq-Daily-Aircraft-State-Diffs.yml>_]
|OK_ICON| Airlines OD Data 1987-2008 <https://doi.org/10.7910/DVN/HG7NV7>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/Airlines-OD-Data-1987~2008.yml>_]
|FIXME_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| Dutch Traffic Information <https://opendata.ndw.nu/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/Dutch-Traffic-Information.yml>_]
|OK_ICON| European Low Emission Zones - Continuously verified dataset of 596 European low-emission zone [...] <https://github.com/f4tihwin57/europe-emission-zones>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/European-Low-Emission-Zones.yml>_]
|OK_ICON| FAA Wildlife Strikes on Civil Aircraft 1990-2026 (aggregated) - Versioned CC BY 4.0 [...] <https://doi.org/10.5281/zenodo.21347859>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/FAA-Wildlife-Strikes-Aggregated-1990-2026.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 Car Roof Load Ratings (Dachlast) - 1,872 documented roof load (Dachlast) ratings for [...] <https://dachlast.de/daten/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/German-Car-Roof-Load-Ratings-Dachlast.yml>_]
|OK_ICON| German transportation system by Deutsche Bahn - This dataset contains data across [...] <https://www.opendata-oepnv.de/ht/de/datensaetze?tx_vrrkit_view%5Baction%5D=dataset&tx_vrrkit_view%5Bcontroller%5D=View&tx_vrrkit_view%5Bfilter%5D=soll-fahrplandaten&tx_vrrkit_view%5Bkey%5D=group>_ [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 Open Data - Montreal Bike Trips <https://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| OpenFlights - airport, airline and route data <https://openflights.org/data.php>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/OpenFlights.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| PlaneCrashData - Global Aviation Safety and Accident Database (1918-Present) - Comprehensive [...] <https://huggingface.co/datasets/MauroPello/planecrashdata>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/PlaneCrashData.yml>_]
|OK_ICON| US Vehicle Failure-Mileage & Reliability Datasets (NHTSA-derived) - Open datasets derived [...] <https://problemsbyvin.com/data/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/ProblemsByVin-NHTSA-Vehicle-Reliability.yml>_]
|OK_ICON| RITA Airline On-Time Performance data <http://www.transtats.bts.gov/Tables.asp?DB_ID=120>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/RITA-Airline-On.yml>_]
|OK_ICON| RITA/BTS transport data collection (TranStat) <http://www.transtats.bts.gov/DataIndex.asp>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/RITA-BTS-transport-data-collection-TranStat.yml>_]
|OK_ICON| Reboot Hub DJI Drone Specs and Used Price Index - A quarterly baseline of listed price ranges [...] <https://reboot-hub.com/pages/reboot-hub-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/Reboot-Hub-DJI-Drone-Specs-and-Used-Price-Index.yml>_]
|OK_ICON| Road511 - Unified REST/GeoJSON API normalizing real-time traffic data from 65 US state and [...] <https://road511.com>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/Road511.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>_]
|FIXME_ICON| StateCalc US Vehicle Registration Costs 2026 - Versioned source-backed first-year vehicle [...] <https://github.com/Pixels512/statecalc-open-data/tree/main/data/vehicle-registration-costs/2026-08-16.1>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/StateCalc-US-Vehicle-Registration-Costs-2026.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>_]
|FIXME_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| Travel Tracker Survey (TTS) for Chicago - Included in this archive are public-release [...] <https://www.arcgis.com/home/item.html?id=2e0719dce2c34eeea81039eca35def80#overview>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/Travel-Tracker-Survey-TTS-for-Chicago.yml>_]
|FIXME_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>_]
|FIXME_ICON| U.S. Freight Analysis Framework since 2007 <http://ops.fhwa.dot.gov/freight/freight_analysis/faf/index.htm>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/U.S.-Freight-Analysis-Framework-since-2007.yml>_]
|FIXME_ICON| U.S. National Highway Traffic Safety Administration - Fatalities since 1975 - Contains CSV [...] <https://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>_]
|FIXME_ICON| US FAA A&P Mechanics and Repair Stations by State - State-level counts of all 233,886 FAA- [...] <https://apnearme.com/data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/US-FAA-AP-Mechanics-and-Repair-Stations-by-State.yml>_]
|OK_ICON| US Traffic Camera Sources and Uptime - Open registry of official US traffic camera feed [...] <https://github.com/bzsasson/traffic-camera-sources>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/US-Traffic-Camera-Sources-and-Uptime.yml>_]
|OK_ICON| US Vehicle Reliability - NHTSA Owner Complaints & Recalls - Derived open datasets from the US [...] <https://huggingface.co/ProblemsByVin>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/US-Vehicle-Reliability-NHTSA-ProblemsByVin.yml>_]
|OK_ICON| World Train Routes (TrainRouter Atlas) - 744 of the world's notable train routes — high- [...] <https://github.com/Flightmussy/trainrouter-atlas>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Transportation/World-Train-Routes-TrainRouter-Atlas.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>_]

Complementary Collections

Data Packaged Core Datasets <https://github.com/datasets/>_
OpenDataMonitor: An overview of available open data resources in Europe <https://opendatamonitor.eu/frontend/web/index.php?r=dashboard%2Findex>_
Quora: Where can I find large datasets open to the public? <https://www.quora.com/Where-can-I-find-large-datasets-open-to-the-public>_
RS.io: 100+ Interesting Data Sets for Statistics <https://rs.io/100-interesting-data-sets-for-statistics/>_
CVonline: Image Databases <https://homepages.inf.ed.ac.uk/rbf/CVonline/>_
InnoTrek: Leveraging open data to understand urban lives <https://web.archive.org/web/20210427004644/http://caesar0301.github.io/posts/2014/10/23/leveraging-open-data-to-understand-urban-lives/>_
CV Papers: CV Datasets on the web <https://web.archive.org/web/20180318042653/http://cvpapers.com/datasets.html>_

Special thanks to

.. image:: https://raw.githubusercontent.com/awesomedata/apd-core/master/logo/baiyulan.PNG :alt: BaiYuLanAI :target: https://github.com/Bai-Yu-Lan