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Resource Lists","Data Engineering","Big Data","Technical","Others","Miscellaneous","Examples or singular models","大数据","Datasets","Specifications","Awesome Lists","Neural Networks (NN) and Deep Neural Networks (DNN)","Other Awesome Lists","Data","Books","Onboarding","پلتفرم‌های اشتراک داده","Data sources","Awesome","others","Internet Database","Additional Resources","Uncategorized","External Links","Table of Contents","By Language","Related","Misc","AI, ML, DL","Programming Languages","External links","📚 Learning \u0026 Resources","ML","my-awesome-list","International","其他","Open Data","Resources","Live Site:   [searchAwesome](https://search-awesome.vercel.app/)","What?","Related Lists","💾 Data sources","Starter apps and CLIs","Repos","Reference","OPEN DIRECTORY","Data Sets","📚 Skill Development \u0026 Career","人工智能","Links","Data Science ##","Awesome lists :heart:","Algorithms, big data and machine learning","Related Topics","Themed Directories","Assets:","Other awesome lists","Related Awesome Lists","Research Feeds, Benchmarks, and Model/Data Hubs","Other","Other awesome awesome repositories","Data Science","Similar Awesome Lists","🤖 AI, ML \u0026 Deep Learning"],"sub_categories":["Code Analysis","awesome-*","Real datasets","NN/DNN Datasets","Comics","Algorithmic Privacy","CSV \u003c-\u003e JSON","Data Visualization","Miscellaneous","General-Purpose Data Repositories","AWESOME Resources List","Uncategorized","Wikis","Other","Public Datasets and APIs","Localization","Rails","Curated lists","网络服务_其他","Collections","Data Lists","Explainability, Interpretability and Fairness","Music","Commercial / Propietary / Closed Access","Data Sources \u0026 Datasets","Siepel lab","数据集","Buildings \u0026 lots","Benchmarks","Models, Datasets, and Evaluation","Workshops","Distributed SQL processing","Data","Updated this week"],"readme":"Awesome Public Datasets\n=======================\n\n.. image:: https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg\n   :alt: Awesome\n   :target: https://github.com/sindresorhus/awesome\n\nThis is a list of `topic-centric public data sources \u003chttps://github.com/awesomedata/awesome-public-datasets\u003e`_\nin high quality. They are collected and tidied from blogs, answers, and user responses.\nMost of the data sets listed below are free, however, some are not.\nThis project was incubated at `OMNILab \u003chttps://github.com/OMNILab\u003e`_, Shanghai Jiao Tong University during Xiaming Chen's Ph.D. studies.\nOMNILab is now part of the `BaiYuLan Open AI community \u003chttps://github.com/Bai-Yu-Lan\u003e`_.\nOther amazingly awesome lists can be found in `sindresorhus's awesome \u003chttps://github.com/sindresorhus/awesome\u003e`_ list.\n\n**NOTICE**: This repo is automatically generated by `apd-core \u003chttps://github.com/awesomedata/apd-core/tree/master/core\u003e`_.\nPlease **DO NOT** modify this file directly. We have provided a new way to `contribute to \nthis repo \u003chttps://github.com/awesomedata/apd-core/blob/master/CONTRIBUTING.md\u003e`_. \n`Join \u003chttps://join.slack.com/t/awesomedataworld/shared_invite/zt-dllew5xy-PJYi~mWUdY3hupohbmVZsA\u003e`_ \nthe `slack community \u003chttps://awesomedataworld.slack.com\u003e`_ for an instant touch of HQ data updates.\n\n.. |OK_ICON| image:: https://raw.githubusercontent.com/awesomedata/apd-core/master/deploy/ok-24.png\n.. |FIXME_ICON| image:: https://raw.githubusercontent.com/awesomedata/apd-core/master/deploy/fixme-24.png\n\n* |OK_ICON| I am well.\n* |FIXME_ICON| Please fix me.\n\n.. contents:: **Table of Contents**\n\n    \nAgriculture\n-----------\n        \n* |OK_ICON| `Chinese Tea Dataset - A curated, open dataset of 100+ Chinese teas covering type, origin, [...] \u003chttps://chinatea.house/dataset/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Chinese-Tea-Dataset.yml\u003e`_]\n        \n* |OK_ICON| `The global dataset of historical yields for major crops 1981–2016 - The Global Dataset of [...] \u003chttps://doi.pangaea.de/10.1594/PANGAEA.909132\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Global-dataset-of-historical-yields-for-major-crops.yml\u003e`_]\n        \n* |OK_ICON| `Hyperspectral benchmark dataset on soil moisture - This dataset was measured in a five-day [...] \u003chttps://doi.org/10.5281/zenodo.1227837\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Hyperspectral-Benchmark-Dataset-On-Soil-Moisture.yml\u003e`_]\n        \n* |OK_ICON| `Lemons quality control dataset - Lemon dataset has been prepared to investigate the [...] \u003chttps://github.com/softwaremill/lemon-dataset\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Lemon-Dataset.yml\u003e`_]\n        \n* |FIXME_ICON| `Open Food Facts - Crowdsourced food composition database covering 2.5M+ products from 170+ [...] \u003chttps://world.openfoodfacts.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Agriculture/OpenFoodFacts.yml\u003e`_]\n        \n* |OK_ICON| `Optimized Soil Adjusted Vegetation Index - The IDB is a tool for working with remote sensing [...] \u003chttps://www.indexdatabase.de/db/i-single.php?id=63\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Optimized Soil Adjusted Vegetation Index\u003e`_]\n        \n* |OK_ICON| `USDA FoodData Central - The primary source for food composition data from the USDA, providing [...] \u003chttps://fdc.nal.usda.gov/download-datasets\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Agriculture/U.S.-Department-of-Agricultures-Nutrient-Database.yml\u003e`_]\n        \n* |OK_ICON| `U.S. Department of Agriculture's PLANTS Database - The Complete PLANTS Checklist is nearly 7 [...] \u003chttps://plants.usda.gov/downloads\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Agriculture/U.S.-Department-of-Agricultures-PLANTS-Database.yml\u003e`_]\n        \n* |OK_ICON| `US Farmers Market Statistics 2026 - State-by-state statistics for ~7,056 US farmers markets — [...] \u003chttps://harvestlymarkets.com/farmers-market-statistics/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Agriculture/US-Farmers-Market-Statistics-2026.yml\u003e`_]\n        \n* |OK_ICON| `USDA NASS County Crop Yields - Free static JSON API serving USDA NASS county-level annual [...] \u003chttps://productofamerica.github.io/usda-county-yields/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Agriculture/USDA-NASS-County-Crop-Yields.yml\u003e`_]\n    \nArchitecture\n------------\n        \n* |OK_ICON| `Swiss Apartment Models - This dataset contains detailed data on 42,207 apartments (242,257 [...] \u003chttps://zenodo.org/record/7070952#.Y0mACy0RqO0\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Architecture/appartment-models.yml\u003e`_]\n    \nBiology\n-------\n        \n* |OK_ICON| `1000 Genomes - The 1000 Genomes Project ran between 2008 and 2015, creating the largest [...] \u003chttps://www.internationalgenome.org/data\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/1000-Genomes.yml\u003e`_]\n        \n* |OK_ICON| `ANHIR - Automatic Non-rigid Histological Image Registration (ANHIR) consists of 2D [...] \u003chttps://anhir.grand-challenge.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/ANHIR.yml\u003e`_]\n        \n* |OK_ICON| `American Gut (Microbiome Project) - The American Gut project is the largest crowdsourced [...] \u003chttps://github.com/biocore/American-Gut\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/American-Gut-Microbiome-Project.yml\u003e`_]\n        \n* |OK_ICON| `BCNB - There are WSIs of 1058 patients, part of tumor regions are annotated in WSIs. Except [...] \u003chttps://bupt-ai-cz.github.io/BCNB/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/BCNB.yml\u003e`_]\n        \n* |OK_ICON| `Broad Bioimage Benchmark Collection (BBBC) - The Broad Bioimage Benchmark Collection (BBBC) [...] \u003chttps://www.broadinstitute.org/bbbc\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Broad-Bioimage-Benchmark-Collection-BBBC.yml\u003e`_]\n        \n* |OK_ICON| `Broad Cancer Cell Line Encyclopedia (CCLE) \u003chttp://www.broadinstitute.org/ccle/home\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Broad-Cancer-Cell-Line-Encyclopedia-CCLE.yml\u003e`_]\n        \n* |OK_ICON| `CIMA: Histological Microscopy Tissue Slices - CIMA dataset includes images of 2D histological [...] \u003chttps://www.kaggle.com/datasets/jirkaborovec/histology-cima-dataset\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/CIMA.yml\u003e`_]\n        \n* |FIXME_ICON| `Cell Image Library \u003chttps://www.cellimagelibrary.org/home\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Cell-Image-Library.yml\u003e`_]\n        \n* |FIXME_ICON| `Complete Genomics Public Data - A diverse data set of whole human genomes are freely [...] \u003chttps://completegenomics.mgiamericas.com/demodata\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Complete-Genomics-Public-Data.yml\u003e`_]\n        \n* |OK_ICON| `CytoImageNet - A large-scale dataset of microscopy images. Contains 890,737 total grayscale [...] \u003chttps://www.kaggle.com/stanleyhua/cytoimagenet\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/CytoImageNet.yml\u003e`_]\n        \n* |OK_ICON| `EBI ArrayExpress - ArrayExpress Archive of Functional Genomics Data stores data from high- [...] \u003chttp://www.ebi.ac.uk/arrayexpress/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/EBI-ArrayExpress.yml\u003e`_]\n        \n* |OK_ICON| `EBI Protein Data Bank in Europe - The Electron Microscopy Data Bank (EMDB) is a public [...] \u003chttps://www.ebi.ac.uk/emdb/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/EBI-Protein-Data-Bank-in-Europe.yml\u003e`_]\n        \n* |OK_ICON| `ENCODE project - The Encyclopedia of DNA Elements (ENCODE) Consortium is an ongoing [...] \u003chttps://www.encodeproject.org\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/ENCODE-project.yml\u003e`_]\n        \n* |OK_ICON| `Electron Microscopy Pilot Image Archive (EMPIAR) - EMPIAR, the Electron Microscopy Public [...] \u003chttp://www.ebi.ac.uk/pdbe/emdb/empiar/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Electron-Microscopy-Pilot-Image-Archive-EMPIAR.yml\u003e`_]\n        \n* |OK_ICON| `Ensembl Genomes \u003chttps://ensemblgenomes.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Ensembl-Genomes.yml\u003e`_]\n        \n* |OK_ICON| `Gene Expression Omnibus (GEO) - GEO is a public functional genomics data repository [...] \u003chttp://www.ncbi.nlm.nih.gov/geo/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Gene-Expression-Omnibus-GEO.yml\u003e`_]\n        \n* |OK_ICON| `Gene Ontology (GO) - GO annotation files \u003chttp://geneontology.org/docs/download-go-annotations/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Gene-Ontology-GO.yml\u003e`_]\n        \n* |OK_ICON| `Global Biotic Interactions (GloBI) \u003chttps://github.com/jhpoelen/eol-globi-data/wiki#accessing-species-interaction-data\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Global-Biotic-Interactions-GloBI.yml\u003e`_]\n        \n* |OK_ICON| `Harvard Medical School (HMS) LINCS Project - The Harvard Medical School (HMS) LINCS Center is [...] \u003chttp://lincs.hms.harvard.edu\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Harvard-Medical-School-LINCS-Project.yml\u003e`_]\n        \n* |FIXME_ICON| `Human Genome Diversity Project - A group of scientists at Stanford University have [...] \u003chttp://www.hagsc.org/hgdp/files.html\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Human-Genome-Diversity-Project.yml\u003e`_]\n        \n* |FIXME_ICON| `Human Microbiome Project (HMP) - The HMP sequenced over 2000 reference genomes isolated from [...] \u003chttp://www.hmpdacc.org/reference_genomes/reference_genomes.php\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Human-Microbiome-Project-HMP.yml\u003e`_]\n        \n* |OK_ICON| `ICOS PSP Benchmark - The ICOS PSP benchmarks repository contains an adjustable real-world [...] \u003chttp://ico2s.org/datasets/psp_benchmark.html\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/ICOS-PSP-Benchmark.yml\u003e`_]\n        \n* |OK_ICON| `International HapMap Project \u003chttp://hapmap.ncbi.nlm.nih.gov/downloads/index.html.en\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/International-HapMap-Project.yml\u003e`_]\n        \n* |OK_ICON| `Journal of Cell Biology DataViewer - All JCB data was moved to Biostudies \u003chttps://www.ebi.ac.uk/biostudies/JCB/studies\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Journal-of-Cell-Biology-DataViewer.yml\u003e`_]\n        \n* |OK_ICON| `KEGG - KEGG is a database resource for understanding high-level functions and utilities of [...] \u003chttp://www.genome.jp/kegg/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/KEGG.yml\u003e`_]\n        \n* |OK_ICON| `NCBI Proteins \u003chttp://www.ncbi.nlm.nih.gov/guide/proteins/#databases\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/NCBI-Proteins.yml\u003e`_]\n        \n* |OK_ICON| `NCBI Taxonomy - The NCBI Taxonomy database is a curated set of names and classifications for [...] \u003chttp://www.ncbi.nlm.nih.gov/taxonomy\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/NCBI-Taxonomy.yml\u003e`_]\n        \n* |OK_ICON| `NCI Genomic Data Commons - The GDC Data Portal is a robust data-driven platform that allows [...] \u003chttps://gdc.cancer.gov/access-data/gdc-data-portal\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/NCI-Genomic-Data-Commons.yml\u003e`_]\n        \n* |OK_ICON| `NIH Microarray data \u003cftp://ftp.ncbi.nih.gov/pub/geo/DATA/supplementary/series/GSE6532/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/NIH-Microarray-data.yml\u003e`_]\n        \n* |FIXME_ICON| `OpenSNP genotypes data - openSNP allows customers of direct-to-customer genetic tests to [...] \u003chttps://opensnp.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/OpenSNP-genotypes-data.yml\u003e`_]\n        \n* |OK_ICON| `Palmer Penguins - The goal of palmerpenguins is to provide a great dataset for data [...] \u003chttps://allisonhorst.github.io/palmerpenguins/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Palmer-Penguins.yml\u003e`_]\n        \n* |FIXME_ICON| `Pathguid - Protein-Protein Interactions Catalog \u003chttp://www.pathguide.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Pathguid.yml\u003e`_]\n        \n* |OK_ICON| `Protein Data Bank - This resource is powered by the Protein Data Bank archive-information [...] \u003chttp://www.rcsb.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Protein-Data-Bank.yml\u003e`_]\n        \n* |OK_ICON| `Psychiatric Genomics Consortium - The purpose of the Psychiatric Genomics Consortium (PGC) is [...] \u003chttps://www.med.unc.edu/pgc/downloads\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Psychiatric-Genomics-Consortium.yml\u003e`_]\n        \n* |OK_ICON| `PubChem Project - PubChem is the world's largest collection of freely accessible chemical [...] \u003chttps://pubchem.ncbi.nlm.nih.gov/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/PubChem-Project.yml\u003e`_]\n        \n* |OK_ICON| `PubGene (now Coremine Medical) - COREMINE™ is a family of tools developed by the Norwegian [...] \u003chttps://www.coremine.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/PubGene-now-Coremine-Medical.yml\u003e`_]\n        \n* |OK_ICON| `Sanger Catalogue of Somatic Mutations in Cancer (COSMIC) - COSMIC, the Catalogue Of Somatic [...] \u003chttp://cancer.sanger.ac.uk/cosmic\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Sanger-Catalogue-of-Somatic-Mutations-in-Cancer-COSMIC.yml\u003e`_]\n        \n* |FIXME_ICON| `Sanger Genomics of Drug Sensitivity in Cancer Project (GDSC) \u003chttp://www.cancerrxgene.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Sanger-Genomics-of-Drug-Sensitivity-in-Cancer-Project-GDSC.yml\u003e`_]\n        \n* |OK_ICON| `Sequence Read Archive(SRA) - The Sequence Read Archive (SRA) stores raw sequence data from [...] \u003chttp://www.ncbi.nlm.nih.gov/Traces/sra/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Sequence-Read-ArchiveSRA.yml\u003e`_]\n        \n* |OK_ICON| `Serratus - Analysis of 7.1 million RNA/DNA sequencing datasets to discover the total [...] \u003chttps://github.com/ababaian/serratus/wiki/Access-Data-Release\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Serratus-Open-Virome.yml\u003e`_]\n        \n* |OK_ICON| `Stanford Microarray Data (Retired NOW) \u003chttp://smd.princeton.edu/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Stanford-Microarray-Data.yml\u003e`_]\n        \n* |FIXME_ICON| `Stowers Institute Original Data Repository \u003chttp://www.stowers.org/research/publications/odr\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Stowers-Institute-Original-Data-Repository.yml\u003e`_]\n        \n* |OK_ICON| `Systems Science of Biological Dynamics (SSBD) Database - Systems Science of Biological [...] \u003chttp://ssbd.qbic.riken.jp\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Systems-Science-of-Biological-Dynamics-SSBD-Database.yml\u003e`_]\n        \n* |OK_ICON| `The Cancer Genome Atlas (TCGA), available via Broad GDAC \u003chttps://gdac.broadinstitute.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/The-Cancer-Genome-Atlas-TCGA-available-via-Broad-GDAC.yml\u003e`_]\n        \n* |OK_ICON| `The Catalogue of Life - The Catalogue of Life is a quality-assured checklist of more than 1.8 [...] \u003chttps://www.catalogueoflife.org/data/download\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/The-Catalogue-of-Life.yml\u003e`_]\n        \n* |OK_ICON| `The Personal Genome Project - The Personal Genome Project, initiated in 2005, is a vision and [...] \u003chttp://www.personalgenomes.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/The-Personal-Genome-Project.yml\u003e`_]\n        \n* |OK_ICON| `UCSC Public Data \u003chttp://hgdownload.soe.ucsc.edu/downloads.html\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/UCSC-Public-Data.yml\u003e`_]\n        \n* |OK_ICON| `UniGene \u003chttps://ftp.ncbi.nlm.nih.gov/repository/UniGene/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/UniGene.yml\u003e`_]\n        \n* |OK_ICON| `Universal Protein Resource (UnitProt) - The Universal Protein Resource (UniProt) is a [...] \u003chttp://www.uniprot.org/downloads\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/Universal-Protein-Resource.yml\u003e`_]\n        \n* |OK_ICON| `iNaturalist - Community-maintained species observation database with 180M+ observations [...] \u003chttps://www.inaturalist.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/iNaturalist.yml\u003e`_]\n        \n* |OK_ICON| `Rfam - The Rfam database is a collection of RNA families, each represented by multiple [...] \u003chttps://docs.rfam.org/en/latest/database.html\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Biology/rfam.yml\u003e`_]\n    \nChemistry\n---------\n        \n* |OK_ICON| `Ionic Liquids Database - ILThermo \u003chttps://ilthermo.boulder.nist.gov\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Chemistry/ionicliquids.yml\u003e`_]\n        \n* |OK_ICON| `State of Peptides 2026 - Open reference dataset of 156 peptide and peptide-adjacent [...] \u003chttps://peptahub.com/state-of-peptides-2026\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Chemistry/state-of-peptides-2026.yml\u003e`_]\n    \nClimate+Weather\n---------------\n        \n* |FIXME_ICON| `Actuaries Climate Index \u003chttp://actuariesclimateindex.org/data/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Actuaries-Climate-Index.yml\u003e`_]\n        \n* |FIXME_ICON| `Australian Weather - Updated webpage for Australian Weather data. \u003chttps://www.bom.gov.au/climate/data/index.shtml??zoom=1\u0026lat=-26.9635\u0026lon=133.4635\u0026layers=B0000TFFFFFFFFFTFFFFFFFFFFFFFFFFTTT\u0026dp=IDC10001\u0026p_nccObsCode=201\u0026p_display_type=dailyDataFile\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Australian-Weather.yml\u003e`_]\n        \n* |FIXME_ICON| `Aviation Weather Center - Consistent, timely and accurate weather information for the world [...] \u003chttps://aviationweather.gov/adds/dataserver\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Aviation-Weather-Center.yml\u003e`_]\n        \n* |FIXME_ICON| `Brazilian Weather - Historical data (In Portuguese) - Data related to climate and weather [...] \u003chttp://sinda.crn.inpe.br/PCD/SITE/novo/site/historico/index.php\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Brazilian-Weather.yml\u003e`_]\n        \n* |FIXME_ICON| `Several Climate Datasets - The C3S Climate Data Store (CDS) is a one-stop shop for [...] \u003chttps://cds.climate.copernicus.eu/cdsapp#!/home\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/CDS.yml\u003e`_]\n        \n* |FIXME_ICON| `Canadian Meteorological Centre \u003chttp://weather.gc.ca/grib/index_e.html\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Canadian-Meteorological-Centre.yml\u003e`_]\n        \n* |OK_ICON| `Caravan - a dataset for large-sample hydrology - Caravan is an open community dataset of [...] \u003chttps://zenodo.org/record/7540792#.Y-QQGK3MKUn\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Caravan.yml\u003e`_]\n        \n* |FIXME_ICON| `Climate Data from UEA (updated monthly) \u003chttps://www.uea.ac.uk/web/groups-and-centres/climatic-research-unit/data\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Climate-Data-from-UEA-updated-monthly.yml\u003e`_]\n        \n* |FIXME_ICON| `Dutch Weather - The KNMI Data Center (KDC) portal provides access to KNMI data on weather, [...] \u003chttps://data.knmi.nl/datasets\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Dutch-Weather.yml\u003e`_]\n        \n* |OK_ICON| `European Climate Assessment \u0026 Dataset \u003chttps://www.ecad.eu/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/European-Climate-Assessment-\u0026-Dataset.yml\u003e`_]\n        \n* |OK_ICON| `German Climate Data Center \u003chttps://cdc.dwd.de/portal/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/German-Meteorological-Service-CDC.yml\u003e`_]\n        \n* |OK_ICON| `Global Climate Data Since 1929 \u003chttp://en.tutiempo.net/climate\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Global-Climate-Data-Since-1929.yml\u003e`_]\n        \n* |OK_ICON| `Charting The Global Climate Change News Narrative 2009-2020 - These four datasets represent [...] \u003chttps://blog.gdeltproject.org/four-massive-datasets-charting-the-global-climate-change-news-narrative-2009-2020/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/GlobalClimateChangeNewsNarrative2009-2020.yml\u003e`_]\n        \n* |OK_ICON| `NASA Global Imagery Browse Services \u003chttps://wiki.earthdata.nasa.gov/display/GIBS\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/NASA-Global-Imagery-Browse-Services.yml\u003e`_]\n        \n* |OK_ICON| `Average city temperatures - Contains daily time series of average air temperatures in about [...] \u003chttps://www.fetchseries.com/climate/average-city-temperatures-fsr/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/NEW_DATASET.yml\u003e`_]\n        \n* |OK_ICON| `NOAA Bering Sea Climate \u003chttp://www.beringclimate.noaa.gov/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/NOAA-Bering-Sea-Climate.yml\u003e`_]\n        \n* |OK_ICON| `NOAA Climate Datasets \u003chttp://www.ncdc.noaa.gov/data-access/quick-links\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/NOAA-Climate-Datasets.yml\u003e`_]\n        \n* |FIXME_ICON| `NOAA Realtime Weather Models \u003chttp://www.ncdc.noaa.gov/data-access/model-data/model-datasets/numerical-weather-prediction\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/NOAA-Realtime-Weather-Models.yml\u003e`_]\n        \n* |OK_ICON| `NOAA SURFRAD Meteorology and Radiation Datasets \u003chttps://www.esrl.noaa.gov/gmd/grad/stardata.html\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/NOAA-SURFRAD-Meteorology-and-Radiation-Datasets.yml\u003e`_]\n        \n* |OK_ICON| `Open-Meteo - Open-Source Weather API - Open-source weather API with free access for non- [...] \u003chttps://open-meteo.com\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Open-Meteo.yml\u003e`_]\n        \n* |OK_ICON| `Sunshine Atlas - Monthly sunshine scores for 3,833 airport-served destinations - Monthly [...] \u003chttps://sunshineatlas.com/data/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Sunshine-Atlas.yml\u003e`_]\n        \n* |OK_ICON| `The World Bank Open Data Resources for Climate Change \u003chttp://data.worldbank.org/developers/climate-data-api\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/The-World-Bank-Open-Data-Resources-for-Climate-Change.yml\u003e`_]\n        \n* |FIXME_ICON| `UEA Climatic Research Unit \u003chttp://www.cru.uea.ac.uk/data\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/UEA-Climatic-Research-Unit.yml\u003e`_]\n        \n* |OK_ICON| `US County AirData 5-Year Emission Trends - Five-year change classification (decrease, [...] \u003chttps://zenodo.org/records/20382475\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/US-County-AirData-5-Year-Emission-Trends.yml\u003e`_]\n        \n* |OK_ICON| `WU Historical Weather Worldwide \u003chttps://www.wunderground.com/history/index.html\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/WU-Historical-Weather-Worldwide.yml\u003e`_]\n        \n* |OK_ICON| `Wahington Post Climate Change - To analyze warming temperatures in the United States, The [...] \u003chttps://github.com/washingtonpost/data-2C-beyond-the-limit-usa\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/Washington Post Climate Change.yml\u003e`_]\n        \n* |OK_ICON| `WorldClim - Global Climate Data \u003chttp://www.worldclim.org\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Climate+Weather/WorldClim.yml\u003e`_]\n    \nComplexNetworks\n---------------\n        \n* |OK_ICON| `AMiner Citation Network Dataset \u003chttp://aminer.org/citation\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/AMiner-Citation-Network-Dataset.yml\u003e`_]\n        \n* |OK_ICON| `CrossRef DOI URLs \u003chttps://archive.org/details/doi-urls\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/CrossRef-DOI-URLs.yml\u003e`_]\n        \n* |OK_ICON| `DBLP Citation dataset \u003chttps://kdl.cs.umass.edu/display/public/DBLP\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/DBLP-Citation-dataset.yml\u003e`_]\n        \n* |OK_ICON| `DIMACS Road Networks Collection \u003chttp://www.dis.uniroma1.it/challenge9/download.shtml\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/DIMACS-Road-Networks-Collection.yml\u003e`_]\n        \n* |OK_ICON| `NBER Patent Citations \u003chttp://nber.org/patents/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/NBER-Patent-Citations.yml\u003e`_]\n        \n* |OK_ICON| `NIST complex networks data collection \u003chttp://math.nist.gov/~RPozo/complex_datasets.html\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/NIST-complex-networks-data-collection.yml\u003e`_]\n        \n* |FIXME_ICON| `Network Repository with Interactive Exploratory Analysis Tools \u003chttp://networkrepository.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/Network-Repository-with-Interactive-Exploratory-Analysis-Tools.yml\u003e`_]\n        \n* |FIXME_ICON| `Protein-protein interaction network \u003chttp://vlado.fmf.uni-lj.si/pub/networks/data/bio/Yeast/Yeast.htm\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/Protein.yml\u003e`_]\n        \n* |OK_ICON| `PyPI and Maven Dependency Network \u003chttps://ogirardot.wordpress.com/2013/01/31/sharing-pypimaven-dependency-data/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/PyPI-and-Maven-Dependency-Network.yml\u003e`_]\n        \n* |OK_ICON| `Scopus Citation Database \u003chttps://www.elsevier.com/solutions/scopus\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/Scopus-Citation-Database.yml\u003e`_]\n        \n* |OK_ICON| `Small Network Data \u003chttp://www-personal.umich.edu/~mejn/netdata/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/Small-Network-Data.yml\u003e`_]\n        \n* |OK_ICON| `Stanford GraphBase \u003chttps://cs.stanford.edu/~knuth/sgb.html\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/Stanford-GraphBase-Steven-Skiena.yml\u003e`_]\n        \n* |OK_ICON| `Stanford Large Network Dataset Collection \u003chttp://snap.stanford.edu/data/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/Stanford-Large-Network-Dataset-Collection.yml\u003e`_]\n        \n* |FIXME_ICON| `Stanford Longitudinal Network Data Sources \u003chttp://stanford.edu/group/sonia/dataSources/index.html\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/Stanford-Longitudinal-Network-Data-Sources.yml\u003e`_]\n        \n* |FIXME_ICON| `The Koblenz Network Collection \u003chttp://konect.uni-koblenz.de/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/The-Koblenz-Network-Collection.yml\u003e`_]\n        \n* |OK_ICON| `The Laboratory for Web Algorithmics (UNIMI) \u003chttp://law.di.unimi.it/datasets.php\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/The-Laboratory-for-Web-Algorithmics-UNIMI.yml\u003e`_]\n        \n* |OK_ICON| `UCI Network Data Repository \u003chttps://networkdata.ics.uci.edu/resources.php\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/UCI-Network-Data-Repository.yml\u003e`_]\n        \n* |OK_ICON| `UFL sparse matrix collection \u003chttp://www.cise.ufl.edu/research/sparse/matrices/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/UFL-sparse-matrix-collection.yml\u003e`_]\n        \n* |FIXME_ICON| `WSU Graph Database \u003chttp://www.eecs.wsu.edu/mgd/gdb.html\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/WSU-Graph-Database.yml\u003e`_]\n        \n* |FIXME_ICON| `Community Resource for Archiving Wireless Data At Dartmouth - Contains datasets of pcap files [...] \u003chttps://www.crawdad.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/crawdad.yml\u003e`_]\n        \n* |OK_ICON| `Steam Co-Review Network - 82,000-game Steam catalog with a 48,000-node co-review network [...] \u003chttps://github.com/lukeslp/steam-network-data\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComplexNetworks/steam-network-data.yaml\u003e`_]\n    \nComputerNetworks\n----------------\n        \n* |OK_ICON| `3.5B Web Pages from CommonCrawl 2012 \u003chttp://www.bigdatanews.com/profiles/blogs/big-data-set-3-5-billion-web-pages-made-available-for-all-of-us\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/3.5B-Web-Pages-from-CommonCrawl-2012.yml\u003e`_]\n        \n* |OK_ICON| `53.5B Web clicks of 100K users in Indiana Univ. \u003chttp://cnets.indiana.edu/groups/nan/webtraffic/click-dataset/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/53.5B-Web-clicks-of-100K-users-in-Indiana-Univ..yml\u003e`_]\n        \n* |OK_ICON| `AI-Crawler Blocking Index: robots.txt census of the top 1M domains - A robots.txt census of [...] \u003chttps://crawlora.net/ai-crawler-index\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/AI-Crawler-Blocking-Index.yml\u003e`_]\n        \n* |OK_ICON| `CAIDA Internet Datasets \u003chttp://www.caida.org/data/overview/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/CAIDA-Internet-Datasets.yml\u003e`_]\n        \n* |FIXME_ICON| `CRAWDAD Wireless datasets from Dartmouth Univ. \u003chttps://crawdad.cs.dartmouth.edu/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/CRAWDAD-Wireless-datasets-from-Dartmouth-Univ..yml\u003e`_]\n        \n* |OK_ICON| `ClueWeb09 - 1B web pages \u003chttp://lemurproject.org/clueweb09/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/ClueWeb09.yml\u003e`_]\n        \n* |OK_ICON| `ClueWeb12 - 733M web pages \u003chttp://lemurproject.org/clueweb12/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/ClueWeb12.yml\u003e`_]\n        \n* |OK_ICON| `CommonCrawl Web Data over 7 years \u003chttp://commoncrawl.org/the-data/get-started/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/CommonCrawl-Web-Data-over-7-years.yml\u003e`_]\n        \n* |OK_ICON| `Shopper Intent Prediction from Clickstream E‑Commerce Data with Minimal Browsing Information \u003chttps://github.com/coveooss/shopper-intent-prediction-nature-2020\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/Coveo-Shopper-Intent-Prediction.yaml\u003e`_]\n        \n* |FIXME_ICON| `Criteo click-through data \u003chttp://labs.criteo.com/2015/03/criteo-releases-its-new-dataset/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/Criteo-click-through-data.yml\u003e`_]\n        \n* |OK_ICON| `Dead Web Index: reachability census of the top 10M domains - A reachability census of the top [...] \u003chttps://crawlora.net/dead-web-index\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/Dead-Web-Index.yml\u003e`_]\n        \n* |OK_ICON| `Internet-Wide Scan Data Repository \u003chttps://scans.io/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/Internet-Wide-Scan-Data-Repository.yml\u003e`_]\n        \n* |OK_ICON| `MIRAGE-2019 - MIRAGE-2019 is a human-generated dataset for mobile traffic analysis with [...] \u003chttp://traffic.comics.unina.it/mirage/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/MIRAGE-2019.yml\u003e`_]\n        \n* |OK_ICON| `Merklemap DNS records Dataset - Contains 4B+ DNS records accross 700 million unique [...] \u003chttps://www.merklemap.com/dns-records-database\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/Merklemap-DNS-Records-dataset.yml\u003e`_]\n        \n* |FIXME_ICON| `OONI: Open Observatory of Network Interference - Internet censorship data \u003chttps://ooni.torproject.org/data/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/OONI-Open-Observatory-of-Network-Interference.yml\u003e`_]\n        \n* |OK_ICON| `Open Mobile Data by MobiPerf \u003chttps://console.developers.google.com/storage/openmobiledata_public/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/Open-Mobile-Data-by-MobiPerf.yml\u003e`_]\n        \n* |FIXME_ICON| `The Peer-to-Peer Trace Archive - Real-world measurements play a key role in studying the [...] \u003chttp://p2pta.ewi.tudelft.nl/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/P2P-Trace-Archive.yml\u003e`_]\n        \n* |OK_ICON| `Rapid7 Sonar Internet Scans \u003chttps://sonar.labs.rapid7.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/Rapid7-Sonar-Internet-Scans.yml\u003e`_]\n        \n* |OK_ICON| `UCSD Network Telescope, IPv4 /8 net \u003chttp://www.caida.org/projects/network_telescope/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/UCSD-Network-Telescope-IPv4-slash8-net.yml\u003e`_]\n        \n* |OK_ICON| `Voidly Censorship Data: Global internet censorship measurements - Live and historical [...] \u003chttps://huggingface.co/datasets/emperor-mew/global-censorship-index\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//ComputerNetworks/Voidly-Censorship-Data.yml\u003e`_]\n    \nCyberSecurity\n-------------\n        \n* |OK_ICON| `CCCS-CIC-AndMal-2020 - The dataset includes 200K benign and 200K malware samples totalling to [...] \u003chttps://www.unb.ca/cic/datasets/andmal2020.html\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//CyberSecurity/CCCS-CIC-AndMal-2020.yml\u003e`_]\n        \n* |OK_ICON| `PDF Tampering \u0026 Modification Statistics - Anonymized aggregate statistics from real-world [...] \u003chttps://htpbe.tech/statistics\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//CyberSecurity/PDF-Tampering-and-Modification-Statistics.yml\u003e`_]\n        \n* |OK_ICON| `Romance Scam Statistics (2024-2026) - Verified, source-attributed statistics on romance scams [...] \u003chttps://github.com/lovevalentin-droid/romance-scam-statistics\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//CyberSecurity/Romance-Scam-Statistics.yml\u003e`_]\n        \n* |OK_ICON| `Traffic and Log Data Captured During a Cyber Defense Exercise - This dataset was acquired [...] \u003chttps://zenodo.org/record/3746129\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//CyberSecurity/Traffic-and-Log-Data-Captured-During-a-Cyber-Defense-Exercise.yml\u003e`_]\n    \nDataChallenges\n--------------\n        \n* |OK_ICON| `AIcrowd Competitions \u003chttps://www.aicrowd.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/AIcrowd-Competitions.yml\u003e`_]\n        \n* |OK_ICON| `Bruteforce Database \u003chttps://github.com/duyetdev/bruteforce-database\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/Bruteforce-Database.yml\u003e`_]\n        \n* |OK_ICON| `Challenges in Machine Learning \u003chttp://www.chalearn.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/Challenges-in-Machine-Learning.yml\u003e`_]\n        \n* |FIXME_ICON| `CrowdANALYTIX dataX \u003chttp://data.crowdanalytix.com\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/CrowdANALYTIX-dataX.yml\u003e`_]\n        \n* |FIXME_ICON| `D4D Challenge of Orange \u003chttp://www.d4d.orange.com/en/home\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/D4D-Challenge-of-Orange.yml\u003e`_]\n        \n* |OK_ICON| `DrivenData Competitions for Social Good \u003chttp://www.drivendata.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/DrivenData-Competitions-for-Social-Good.yml\u003e`_]\n        \n* |OK_ICON| `ICWSM Data Challenge (since 2009) \u003chttps://www.icwsm.org/2018/datasets/datasets/#obtaining\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/ICWSM-Data-Challenge-since-2009.yml\u003e`_]\n        \n* |OK_ICON| `KDD Cup by Tencent 2012 \u003chttp://www.kddcup2012.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/KDD-Cup-by-Tencent-2012.yml\u003e`_]\n        \n* |OK_ICON| `Kaggle Competition Data \u003chttps://www.kaggle.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/Kaggle-Competition-Data.yml\u003e`_]\n        \n* |OK_ICON| `Localytics Data Visualization Challenge \u003chttps://github.com/localytics/data-viz-challenge\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/Localytics-Data-Visualization-Challenge.yml\u003e`_]\n        \n* |OK_ICON| `Netflix Prize \u003chttps://www.kaggle.com/datasets/netflix-inc/netflix-prize-data\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/Netflix-Prize.yml\u003e`_]\n        \n* |OK_ICON| `Space Apps Challenge \u003chttps://2015.spaceappschallenge.org\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/Space-Apps-Challenge.yml\u003e`_]\n        \n* |FIXME_ICON| `Telecom Italia Big Data Challenge \u003chttps://dandelion.eu/datamine/open-big-data/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/Telecom-Italia-Big-Data-Challenge.yml\u003e`_]\n        \n* |OK_ICON| `TravisTorrent Dataset - MSR'2017 Mining Challenge \u003chttps://travistorrent.testroots.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/TravisTorrent-Dataset.yml\u003e`_]\n        \n* |FIXME_ICON| `TunedIT - Data mining \u0026 machine learning data sets, algorithms, challenges \u003chttp://tunedit.org/challenges/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/TunedIT.yml\u003e`_]\n        \n* |FIXME_ICON| `Yelp Dataset Challenge - The Yelp dataset is a subset of our businesses, reviews, and user [...] \u003chttp://www.yelp.com/dataset\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//DataChallenges/Yelp-Dataset-Challenge.yml\u003e`_]\n    \nEarthScience\n------------\n        \n* |OK_ICON| `38-Cloud (Cloud Detection) - Contains 38 Landsat 8 scene images and their manually extracted [...] \u003chttps://github.com/SorourMo/38-Cloud-A-Cloud-Segmentation-Dataset\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//EarthScience/38-Cloud.yml\u003e`_]\n        \n* |OK_ICON| `AQUASTAT - Global water resources and uses \u003chttp://www.fao.org/nr/water/aquastat/data/query/index.html?lang=en\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//EarthScience/AQUASTAT.yml\u003e`_]\n        \n* |OK_ICON| `BODC - marine data of ~22K vars \u003chttps://www.bodc.ac.uk/data/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//EarthScience/BODC.yml\u003e`_]\n        \n* |FIXME_ICON| `EOSDIS - NASA's earth observing system data \u003chttp://sedac.ciesin.columbia.edu/data/sets/browse\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//EarthScience/EOSDIS.yml\u003e`_]\n        \n* |OK_ICON| `Earth Models \u003chttps://www.earthmodels.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//EarthScience/Earth-Models.yml\u003e`_]\n        \n* |OK_ICON| `Global Wind Atlas - The Global Wind Atlas is a free, web-based application developed to help [...] \u003chttps://globalwindatlas.info/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//EarthScience/Global-Wind-Atlas.yml\u003e`_]\n        \n* |OK_ICON| `Integrated Marine Observing System (IMOS) - roughly 30TB of ocean measurements \u003chttps://imos.aodn.org.au\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//EarthScience/Integrated-Marine-Observing-System-IMOS.yml\u003e`_]\n        \n* |FIXME_ICON| `Marinexplore - Open Oceanographic Data \u003chttp://marinexplore.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//EarthScience/Marinexplore.yml\u003e`_]\n        \n* |OK_ICON| `Alabama Real-Time Coastal Observing System \u003chttp://mymobilebay.com\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//EarthScience/MyMobileBay.yml\u003e`_]\n        \n* |OK_ICON| `National Estuarine Research Reserves System-Wide Monitoring Program - long-term estuarine [...] \u003chttp://nerrsdata.org\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//EarthScience/NERRS-SWMP.yml\u003e`_]\n        \n* |OK_ICON| `Oil and Gas Authority Open Data - The dataset covers 12,500 offshore wellbores, 5,000 seismic [...] \u003chttps://data-ogauthority.opendata.arcgis.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//EarthScience/Oil-and-Gas-Authority-UK.yml\u003e`_]\n        \n* |OK_ICON| `Radiance GeoJSON — Global Light Pollution - Global nighttime light pollution dataset derived [...] \u003chttps://archive.org/details/radiance-geojson-data-2025\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//EarthScience/Radiance-GeoJSON-Light-Pollution.yml\u003e`_]\n        \n* |OK_ICON| `Smithsonian Institution Global Volcano and Eruption Database \u003chttp://volcano.si.edu/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//EarthScience/Smithsonian-Institution-Global-Volcano-and-Eruption-Database.yml\u003e`_]\n        \n* |FIXME_ICON| `US Water Hardness Dataset - Measured drinking-water hardness for 16,561 US cities (mg/L as [...] \u003chttps://www.tapwaterdata.com/water-hardness\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//EarthScience/US-Water-Hardness-Dataset.yml\u003e`_]\n        \n* |OK_ICON| `USGS Earthquake Archives \u003chttp://earthquake.usgs.gov/earthquakes/search/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//EarthScience/USGS-Earthquake-Archives.yml\u003e`_]\n        \n* |OK_ICON| `Wellhead Protection Area (protection zone) prediction using breakthrough curves - This [...] \u003chttps://www.kaggle.com/datasets/robustus/whpa-prediction\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//EarthScience/WHPA.yml\u003e`_]\n    \nEconomics\n---------\n        \n* |OK_ICON| `AI Career Threat Index - An open dataset scoring 76 professions on AI displacement risk [...] \u003chttps://github.com/Jott2121/ai-career-threat-index\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/AI-Career-Threat-Index.yml\u003e`_]\n        \n* |FIXME_ICON| `AI Displacement Tracker - A structured dataset tracking 109 documented cases of AI-driven [...] \u003chttps://github.com/noahaust2/ai-displacement-tracker\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/AI-Displacement-Tracker.yml\u003e`_]\n        \n* |OK_ICON| `Asian Productivity Organization (APO) - The AEPM provides a graphic dashboard view of [...] \u003chttps://www.apo-tokyo.org/wedo/productivity-measurement/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/APO.yml\u003e`_]\n        \n* |OK_ICON| `ASEAN Stats - The ASEANstatsDataPortal was first launched in June 2018. The Portal is [...] \u003chttps://data.aseanstats.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/ASEAN Stats.yml\u003e`_]\n        \n* |OK_ICON| `American Economic Association (AEA) \u003chttps://www.aeaweb.org/resources/data\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/American-Economic-Association-AEA.yml\u003e`_]\n        \n* |OK_ICON| `Asian KLEMS - Asia KLEMS is an Asian regional research consortium to promote building [...] \u003chttp://www.asiaklems.net/data/archive.asp\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/Asian KLEMS.yml\u003e`_]\n        \n* |OK_ICON| `Harvard Atlas of Economic Complexity - A database for people to explore global trade flows [...] \u003chttps://dataverse.harvard.edu/dataverse/atlas\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/Atlas Economic Complexity.yml\u003e`_]\n        \n* |OK_ICON| `BIS Financial Database - The files contain the same data as in the BIS Statistics Explorer [...] \u003chttps://www.bis.org/statistics/full_data_sets.htm\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/BIS Financial Database.yml\u003e`_]\n        \n* |FIXME_ICON| `Barro-Lee Education Attainment - Barro-Lee Educational Attainment Data from 1950 to 2010. [...] \u003chttp://www.barrolee.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/Barro Lee.yml\u003e`_]\n        \n* |OK_ICON| `CEPII Database - A database of the world economy, through its country and region profiles, in [...] \u003chttp://www.cepii.fr/CEPII/en/bdd_modele/bdd_modele.asp\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/CEPII Database.yml\u003e`_]\n        \n* |OK_ICON| `China Aluminum Daily Prices - Daily CSV snapshots of China-focused aluminum reference prices [...] \u003chttps://github.com/Fisher521/china-aluminum-daily-prices\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/China-Aluminum-Daily-Prices.yml\u003e`_]\n        \n* |OK_ICON| `Cloud GPU Price Index - An open dataset tracking daily public list prices for cloud GPU [...] \u003chttps://gpucloudcompare.com/data/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/Cloud-GPU-Price-Index.yml\u003e`_]\n        \n* |OK_ICON| `EUKLEMS - EU KLEMS is an industry level, growth and productivity research project. EU KLEMS [...] \u003chttps://euklems.eu/query/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/EUKLEMS.yml\u003e`_]\n        \n* |FIXME_ICON| `Economic Freedom of the World Data \u003chttps://www.fraserinstitute.org/economic-freedom/dataset\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/Economic-Freedom-of-the-World-Data.yml\u003e`_]\n        \n* |OK_ICON| `Historical National Accounts - The datahub on Comparative Historical National Accounts [...] \u003chttps://www.rug.nl/ggdc/historicaldevelopment/na/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/Historical National Accounts.yml\u003e`_]\n        \n* |FIXME_ICON| `Historical MacroEconomic Statistics \u003chttp://www.historicalstatistics.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/Historical-MacroEconomic-Statistics.yml\u003e`_]\n        \n* |OK_ICON| `INFORUM - Interindustry Forecasting at the University of Maryland \u003chttps://inforumecon.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/INFORUM.yml\u003e`_]\n        \n* |OK_ICON| `DBnomics – the world's economic database - Aggregates hundreds of millions of time series [...] \u003chttps://db.nomics.world/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/International-Economics-Database.yml\u003e`_]\n        \n* |OK_ICON| `International Trade Statistics - The new link contains trade based on filtered search on the [...] \u003chttps://data.worldbank.org/topic/21\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/International-Trade-Statistics.yml\u003e`_]\n        \n* |FIXME_ICON| `Internet Product Code Database \u003chttp://www.upcdatabase.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/Internet-Product-Code-Database.yml\u003e`_]\n        \n* |OK_ICON| `Joint External Debt Data Hub \u003chttp://www.jedh.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/Joint-External-Debt-Data-Hub.yml\u003e`_]\n        \n* |FIXME_ICON| `Jon Haveman International Trade Data Links \u003chttps://freit.org/TradeResources/TradeData.php\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/Jon-Haveman-International-Trade-Data-Links.yml\u003e`_]\n        \n* |FIXME_ICON| `Latin America KLEMS - LAKLEMS is a technical cooperation project financed by the Inter- [...] \u003chttp://laklems.net/stats/result\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/LA KLEMS.yml\u003e`_]\n        \n* |OK_ICON| `Long-Term Productivity Database - The Long-Term Productivity database was created as a [...] \u003chttp://longtermproductivity.com/download.html\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/Long-Term-Productivity-Database.yml\u003e`_]\n        \n* |OK_ICON| `Maddison Project Database - The Maddison Project Database provides information on comparative [...] \u003chttps://www.rug.nl/ggdc/historicaldevelopment/maddison/releases/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/Maddison Project.yml\u003e`_]\n        \n* |OK_ICON| `NAS Drive Data - An open dataset of 140+ NAS and enterprise hard drives covering full [...] \u003chttps://www.nasdisks.com/data/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/NAS-Drive-Data.yml\u003e`_]\n        \n* |OK_ICON| `National Transfer Accounts - The goal of the National Transfer Accounts (NTA) project is to [...] \u003chttps://ntaccounts.org/web/nta/show/Browse%20database#H-zfl0oo\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/NTA.yml\u003e`_]\n        \n* |FIXME_ICON| `OpenCorporates Database of Companies in the World \u003chttps://opencorporates.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/OpenCorporates-Database-of-Companies-in-the-World.yml\u003e`_]\n        \n* |OK_ICON| `Our World in Data \u003chttp://ourworldindata.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/Our-World-in-Data.yml\u003e`_]\n        \n* |OK_ICON| `Packrift Packaging Optimization Benchmark Corpus - Public packaging product benchmark corpus [...] \u003chttps://packrift.github.io/packaging-optimization-benchmark-corpus/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/Packrift-Packaging-Optimization-Benchmark-Corpus.yml\u003e`_]\n        \n* |FIXME_ICON| `Penn World Table - PWT version 10.0 is a database with information on relative levels of [...] \u003chttps://www.rug.nl/ggdc/productivity/pwt/?lang=en/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/Penn World Table.yml\u003e`_]\n        \n* |OK_ICON| `Property Comps — Comparable Property Sales Across 11 Global Markets - Free API providing 44M+ [...] \u003chttps://api.nwc-advisory.com/docs\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/Property-Comps.yml\u003e`_]\n        \n* |OK_ICON| `SciencesPo World Trade Gravity Datasets \u003chttp://econ.sciences-po.fr/thierry-mayer/data\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/SciencesPo-World-Trade-Gravity-Datasets.yml\u003e`_]\n        \n* |OK_ICON| `Shortlist Price Index - Monthly snapshots of entry-level list prices for software and [...] \u003chttps://github.com/ies86/shortlist-price-index\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/Shortlist-Price-Index.yml\u003e`_]\n        \n* |OK_ICON| `State of ATS 2026 - Hand-verified open dataset of which Applicant Tracking System (ATS) each [...] \u003chttps://github.com/Kayvan-Zahiri/state-of-ats-2026\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/State-of-ATS-2026.yml\u003e`_]\n        \n* |OK_ICON| `Statistics of the World — Global Economic Data for 218 Countries - 440+ economic, [...] \u003chttps://statisticsoftheworld.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/Statistics-of-the-World.yml\u003e`_]\n        \n* |OK_ICON| `The Atlas of Economic Complexity \u003chttp://atlas.cid.harvard.edu\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/The-Atlas-of-Economic-Complexity.yml\u003e`_]\n        \n* |FIXME_ICON| `The Center for International Data \u003chttp://cid.econ.ucdavis.edu\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/The-Center-for-International-Data.yml\u003e`_]\n        \n* |FIXME_ICON| `The Observatory of Economic Complexity \u003chttp://atlas.media.mit.edu/en/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/The-Observatory-of-Economic-Complexity.yml\u003e`_]\n        \n* |OK_ICON| `UK Home Improvement Costs - Regional guide prices for 56 UK home-improvement jobs, from [...] \u003chttps://costwiseuk.co.uk/cost-report/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/UK-Home-Improvement-Costs.yml\u003e`_]\n        \n* |FIXME_ICON| `UN Commodity Trade Statistics - The United Nations Comtrade database aggregates detailed [...] \u003chttps://comtradeplus.un.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/UN-Commodity-Trade-Statistics.yml\u003e`_]\n        \n* |OK_ICON| `UN Human Development Reports \u003chttp://hdr.undp.org/en\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/UN-Human-Development-Reports.yml\u003e`_]\n        \n* |OK_ICON| `World Input-Output Database - World Input-Output Tables and underlying data, covering 43 [...] \u003chttps://www.rug.nl/ggdc/valuechain/wiod/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/World Input-Output Database.yml\u003e`_]\n        \n* |OK_ICON| `World KLEMS - Analytical KLEMS-type data sets for a broad set of countries around the world. [...] \u003chttps://www.worldklems.net/wkanalytical\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/World KLEMS.yml\u003e`_]\n        \n* |OK_ICON| `World Company Database - 250M+ company records from 50+ countries with revenue, employees, [...] \u003chttps://github.com/Alessandro114/world-company-database\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/World-Company-Database.yml\u003e`_]\n        \n* |OK_ICON| `Prop-Metrics — U.S. ZIP-Code-Level Real Estate Analytics Dataset - A comprehensive dataset [...] \u003chttps://www.prop-metrics.com\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Economics/prop-metrics-real-estate-data.yml\u003e`_]\n    \nEducation\n---------\n        \n* |OK_ICON| `BrightKey University \u0026 International School Ratings - An open, independent dataset rating [...] \u003chttps://brightkey.co/en/rankings/dataset\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Education/BrightKey-University-International-School-Ratings.yml\u003e`_]\n        \n* |OK_ICON| `Cert Atlas - Certification Exam Blueprints - An open, machine-readable dataset of [...] \u003chttps://atlas.quizforge.ai/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Education/Cert-Atlas.yml\u003e`_]\n        \n* |OK_ICON| `Childery ZIP-Level Daycare Quality Dataset - Aggregate quality and supply statistics for US [...] \u003chttps://childery.com/data\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Education/Childery-ZIP-Level-Daycare-Quality-Dataset.yml\u003e`_]\n        \n* |FIXME_ICON| `College Scorecard Data \u003chttps://collegescorecard.ed.gov/data/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Education/College-Scorecard-Data.yml\u003e`_]\n        \n* |OK_ICON| `New York State Education Department Data - The New York State Education Department (NYSED) is [...] \u003chttps://data.nysed.gov/downloads.php\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Education/New-York-State-Education-Department.yml\u003e`_]\n        \n* |FIXME_ICON| `Program for International Student Assessement (PISA) - Contains 15-year-old students' [...] \u003chttps://www.oecd.org/pisa/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Education/PISA.yml\u003e`_]\n        \n* |OK_ICON| `Student Data from Free Code Camp \u003chttps://github.com/freeCodeCamp/open-data\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Education/Student-Data-from-Free-Code-Camp.yml\u003e`_]\n    \nEnergy\n------\n        \n* |OK_ICON| `AMPds - The Almanac of Minutely Power dataset \u003chttp://ampds.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/AMPds.yml\u003e`_]\n        \n* |FIXME_ICON| `BLUEd - Building-Level fUlly labeled Electricity Disaggregation dataset \u003chttps://energy.duke.edu/content/building-level-fully-labeled-electricity-disaggregation-blued\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/BLUEd.yml\u003e`_]\n        \n* |OK_ICON| `COMBED \u003chttp://combed.github.io/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/COMBED.yml\u003e`_]\n        \n* |OK_ICON| `DBFC - Direct Borohydride Fuel Cell (DBFC) Dataset \u003chttps://github.com/ECSIM/dbfc-dataset\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/DBFC.yml\u003e`_]\n        \n* |OK_ICON| `DEL - Domestic Electrical Load study datsets for South Africa (1994 - 2014) \u003chttps://www.datafirst.uct.ac.za/dataportal/index.php/catalog/DELS\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/DEL.yml\u003e`_]\n        \n* |OK_ICON| `ECO - The ECO data set is a comprehensive data set for non-intrusive load monitoring and [...] \u003chttp://www.vs.inf.ethz.ch/res/show.html?what=eco-data\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/ECO.yml\u003e`_]\n        \n* |OK_ICON| `EIA \u003chttp://www.eia.gov/electricity/data/eia923/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/EIA.yml\u003e`_]\n        \n* |OK_ICON| `Global Power Plant Database - The Global Power Plant Database is a comprehensive, open source [...] \u003chttp://datasets.wri.org/dataset/globalpowerplantdatabase\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/Global Power Plant Database.yml\u003e`_]\n        \n* |OK_ICON| `HES - Household Electricity Study, UK \u003chttp://randd.defra.gov.uk/Default.aspx?Menu=Menu\u0026Module=More\u0026Location=None\u0026ProjectID=17359\u0026FromSearch=Y\u0026Publisher=1\u0026SearchText=EV0702\u0026SortString=ProjectCode\u0026SortOrder=Asc\u0026Paging=10#Description\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/HES.yml\u003e`_]\n        \n* |OK_ICON| `HFED \u003chttp://hfed.github.io/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/HFED.yml\u003e`_]\n        \n* |OK_ICON| `MORED: a Moroccan Buildings’ Electricity Consumption Dataset - Since spring of 2019, a data [...] \u003chttps://github.com/MOREDataset/MORED\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/MORED.yml\u003e`_]\n        \n* |OK_ICON| `Marktstammdatenregister - The German Marktstammdatenregister (MaStR) is a database of all [...] \u003chttps://www.marktstammdatenregister.de/MaStR/Datendownload\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/MaStR.yml\u003e`_]\n        \n* |OK_ICON| `PEM1 - Proton Exchange Membrane (PEM) Fuel Cell Dataset \u003chttps://github.com/ECSIM/pem-dataset1\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/PEM1.yml\u003e`_]\n        \n* |FIXME_ICON| `PLAID - The Plug Load Appliance Identification Dataset \u003chttp://plaidplug.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/PLAID.yml\u003e`_]\n        \n* |OK_ICON| `The Public Utility Data Liberation Project (PUDL) - PUDL makes US energy data easier to [...] \u003chttps://github.com/catalyst-cooperative/pudl\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/PUDL.yml\u003e`_]\n        \n* |OK_ICON| `Publicly Available Datasets For Electric Load Forecasting - Contains an active maintained [...] \u003chttps://github.com/LSB-dev/Publicly-Available-Datasets-For-Electric-Load-Forecasting/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/PubliclyAvailableLoadForecastingDatasets.yml\u003e`_]\n        \n* |FIXME_ICON| `REDD \u003chttp://redd.csail.mit.edu/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/REDD.yml\u003e`_]\n        \n* |OK_ICON| `SYND - A synthetic energy dataset for non-intrusive load monitoring - With SynD, we present a [...] \u003chttps://www.nature.com/articles/s41597-020-0434-6\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/SYND.yml\u003e`_]\n        \n* |FIXME_ICON| `Smart Meter Data Portal - The Smart Meter Data Portal is part of the National Science [...] \u003chttps://smda.github.io/smart-meter-data-portal\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/Smart Meter Data Portal.yml\u003e`_]\n        \n* |OK_ICON| `Tracebase \u003chttps://github.com/areinhardt/tracebase\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/Tracebase.yml\u003e`_]\n        \n* |OK_ICON| `Ukraine Energy Centre Datasets \u003chttps://ukrstat.gov.ua/operativ/menu/menu_e/energ.htm\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/UDEC.yml\u003e`_]\n        \n* |OK_ICON| `UK-DALE - UK Domestic Appliance-Level Electricity \u003chttps://jack-kelly.com/data\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/UK-DALE.yml\u003e`_]\n        \n* |OK_ICON| `US Plug-In / Balcony Solar Legality (50 States) - Free, no-auth JSON dataset of plug-in / [...] \u003chttps://pluginsolarhub.org/developers/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/US-Plug-In-Solar-Legality.yml\u003e`_]\n        \n* |FIXME_ICON| `WHITED \u003chttp://nilmworkshop.org/2016/proceedings/Poster_ID18.pdf\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/WHITED.yml\u003e`_]\n        \n* |OK_ICON| `iAWE \u003chttp://iawe.github.io/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Energy/iAWE.yml\u003e`_]\n    \nEntertainment\n-------------\n        \n* |OK_ICON| `Rope Drop News Theme Park Data - First-party live wait times, ride reliability, crowd levels, [...] \u003chttps://ropedropnews.com/developers\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Entertainment/RopeDropNewsThemeParkData.yml\u003e`_]\n        \n* |OK_ICON| `Top Streamers on Twitch - This contains data of Top 1000 Streamers from past year. \u003chttps://www.kaggle.com/aayushmishra1512/twitchdata\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Entertainment/TwitchStreamersData.yml\u003e`_]\n    \nFinance\n-------\n        \n* |OK_ICON| `BIS Statistics - BIS statistics, compiled in cooperation with central banks and other [...] \u003chttps://www.bis.org/statistics/full_data_sets.htm\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/BIS Statistics.yml\u003e`_]\n        \n* |FIXME_ICON| `Blockmodo Coin Registry - A registry of JSON formatted information files that is primarily [...] \u003chttps://github.com/Blockmodo/coin_registry\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/Blockmodo-Coin-Registry\u003e`_]\n        \n* |FIXME_ICON| `CBOE Futures Exchange \u003chttp://cfe.cboe.com/market-data/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/CBOE-Futures-Exchange.yml\u003e`_]\n        \n* |OK_ICON| `Card-Network Chargeback Reason Codes - Open reference dataset of all 64 active chargeback [...] \u003chttps://github.com/small-business-software-maker/chargeback-reason-codes\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/Chargeback-Reason-Codes.yml\u003e`_]\n        \n* |OK_ICON| `Complete FAANG Stock data - This data set contains all the stock data of FAANG companies from [...] \u003chttps://www.kaggle.com/aayushmishra1512/faang-complete-stock-data\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/FAANG-StockData.yml\u003e`_]\n        \n* |OK_ICON| `Global Solo Banking Access Index - Evidence-cited matrix of which US business-banking [...] \u003chttps://www.globalsolo.global/data/banking-access-index\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/Global-Solo-Banking-Access-Index.yml\u003e`_]\n        \n* |OK_ICON| `Google Finance \u003chttps://www.google.com/finance\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/Google-Finance.yml\u003e`_]\n        \n* |OK_ICON| `Google Trends \u003chttp://www.google.com/trends?q=google\u0026ctab=0\u0026geo=all\u0026date=all\u0026sort=0\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/Google-Trends.yml\u003e`_]\n        \n* |OK_ICON| `Helium - Real-time news articles with political bias scoring (3.2M+ articles, 5,000+ [...] \u003chttps://heliumtrades.com/mcp-page/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/Helium.yml\u003e`_]\n        \n* |OK_ICON| `M\u0026A Multiples Index (SMB \u0026 Lower-Middle-Market) - Open dataset of median EV/EBITDA and [...] \u003chttps://github.com/nickcals/multiples\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/MA-Multiples-Index.yml\u003e`_]\n        \n* |OK_ICON| `NASDAQ \u003chttps://data.nasdaq.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/NASDAQ.yml\u003e`_]\n        \n* |OK_ICON| `NYSE Market Data \u003cftp://ftp.nyxdata.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/NYSE-Market-Data.yml\u003e`_]\n        \n* |FIXME_ICON| `OANDA \u003chttp://www.oanda.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/OANDA.yml\u003e`_]\n        \n* |FIXME_ICON| `OSU Financial data \u003chttp://fisher.osu.edu/fin/fdf/osudata.htm\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/OSU-Financial-data.yml\u003e`_]\n        \n* |OK_ICON| `OpenChainBench - Live, reproducible benchmarks for crypto infrastructure. Continuously [...] \u003chttps://openchainbench.com\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/OpenChainBench.yml\u003e`_]\n        \n* |OK_ICON| `PredScope Prediction Markets API - Free public API providing 600+ live prediction market [...] \u003chttps://predscope.com/api/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/PredScope-Prediction-Markets.yml\u003e`_]\n        \n* |OK_ICON| `Quandl \u003chttps://www.quandl.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/Quandl.yml\u003e`_]\n        \n* |FIXME_ICON| `SEC EDGAR - EDGAR, the Electronic Data Gathering, Analysis, and Retrieval system, is the [...] \u003chttps://www.sec.gov/edgar/about\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/SEC-EDGAR.yml\u003e`_]\n        \n* |OK_ICON| `St Louis Federal \u003chttps://research.stlouisfed.org/fred2/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/St-Louis-Federal.yml\u003e`_]\n        \n* |OK_ICON| `US State Tax Lien and Tax Deed Dataset (2026) - A sourced, machine-readable dataset [...] \u003chttps://taxliensimple.com/dataset\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/US-State-Tax-Lien-Deed.yml\u003e`_]\n        \n* |OK_ICON| `VC Deal Flow Signal (GitHub-Derived Early-Stage Venture Signals) - An open dataset of GitHub- [...] \u003chttps://huggingface.co/datasets/the-data-nerd/vc-deal-flow-signal\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/VC-Deal-Flow-Signal.yml\u003e`_]\n        \n* |OK_ICON| `Webb Database - Aggregates and structures public financial data from HKEX, the SFC, the Hong [...] \u003chttps://webb-database.com\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/Webb-Database.yml\u003e`_]\n        \n* |FIXME_ICON| `Yahoo Finance \u003chttp://finance.yahoo.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Finance/Yahoo-Finance.yml\u003e`_]\n    \nGIS\n---\n        \n* |OK_ICON| `Awesome 3D Semantic City Models - Collection of open 3D semantic city and region models. \u003chttps://github.com/OloOcki/awesome-citygml\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/3D-Semantic-City-Models.yml\u003e`_]\n        \n* |OK_ICON| `ArcGIS Open Data portal \u003chttp://opendata.arcgis.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/ArcGIS-Open-Data-portal.yml\u003e`_]\n        \n* |OK_ICON| `Cambridge, MA, US, GIS data on GitHub \u003chttp://cambridgegis.github.io/gisdata.html\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/Cambridge-MA-US-GIS-data-on-GitHub.yml\u003e`_]\n        \n* |OK_ICON| `Castles of the World - 2,400 documented castles, fortresses and palaces across 131 countries [...] \u003chttps://thecastlemap.com/data/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/Castles-of-the-World.yml\u003e`_]\n        \n* |OK_ICON| `Database of all continents, countries, States/Subdivisions/Provinces and Cities - Database [...] \u003chttps://www.back4app.com/database/back4app/list-of-all-continents-countries-cities\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/Database-of-Continents-Coutries-States-Cities.yml\u003e`_]\n        \n* |FIXME_ICON| `Factual Global Location Data \u003chttps://places.factual.com/data/t/places\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/Factual-Global-Location-Data.yml\u003e`_]\n        \n* |OK_ICON| `IEEE Geoscience and Remote Sensing Society DASE Website \u003chttp://dase.grss-ieee.org\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/GRSS-DASE-Website.yml\u003e`_]\n        \n* |OK_ICON| `Geo Maps - High Quality GeoJSON maps programmatically generated \u003chttps://github.com/simonepri/geo-maps\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/Geo-Maps.yml\u003e`_]\n        \n* |FIXME_ICON| `Geo Spatial Data from ASU \u003chttp://geodacenter.asu.edu/datalist/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/Geo-Spatial-Data-from-ASU.yml\u003e`_]\n        \n* |OK_ICON| `Geo Wiki Project - Citizen-driven Environmental Monitoring \u003chttp://geo-wiki.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/Geo-Wiki-Project.yml\u003e`_]\n        \n* |OK_ICON| `GeoFabrik - OSM data extracted to a variety of formats and areas \u003chttp://download.geofabrik.de/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/GeoFabrik.yml\u003e`_]\n        \n* |OK_ICON| `GeoNames Worldwide \u003chttp://www.geonames.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/GeoNames-Worldwide.yml\u003e`_]\n        \n* |OK_ICON| `Global Administrative Areas Database (GADM) - Geospatial data organized by country. Includes [...] \u003chttps://gadm.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/Global-Administrative-Areas-Database-GADM.yml\u003e`_]\n        \n* |OK_ICON| `Homeland Infrastructure Foundation-Level Data \u003chttps://hifld-geoplatform.opendata.arcgis.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/Homeland-Infrastructure-Foundation.yml\u003e`_]\n        \n* |OK_ICON| `Landsat 8 on AWS \u003chttps://aws.amazon.com/public-data-sets/landsat/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/Landsat-8-on-AWS.yml\u003e`_]\n        \n* |OK_ICON| `List of all countries in all languages \u003chttps://github.com/umpirsky/country-list\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/List-of-all-countries-in-all-languages.yml\u003e`_]\n        \n* |FIXME_ICON| `National Weather Service GIS Data Portal \u003chttp://www.nws.noaa.gov/gis/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/National-Weather-Service-GIS-Data-Portal.yml\u003e`_]\n        \n* |FIXME_ICON| `Natural Earth - vectors and rasters of the world \u003chttps://www.naturalearthdata.com/downloads/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/Natural-Earth.yml\u003e`_]\n        \n* |OK_ICON| `OpenAddresses \u003chttp://openaddresses.io/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/OpenAddresses.yml\u003e`_]\n        \n* |OK_ICON| `OpenStreetMap (OSM) \u003chttp://wiki.openstreetmap.org/wiki/Downloading_data\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/OpenStreetMap-OSM.yml\u003e`_]\n        \n* |OK_ICON| `Pleiades - Gazetteer and graph of ancient places \u003chttp://pleiades.stoa.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/Pleiades.yml\u003e`_]\n        \n* |OK_ICON| `Reverse Geocoder using OSM data \u003chttps://github.com/kno10/reversegeocode\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/Reverse-Geocoder-using-OSM-data.yml\u003e`_]\n        \n* |OK_ICON| `Robin Wilson - Free GIS Datasets \u003chttp://freegisdata.rtwilson.com\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/Robin-Wilson-Free-GIS-Datasets.yml\u003e`_]\n        \n* |OK_ICON| `Shadow Accrual Maps - The repository contains the accumulated shadow information for New York [...] \u003chttps://github.com/VIDA-NYU/shadow-accrual-maps/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/Shadow-Accrual-Maps.yml\u003e`_]\n        \n* |OK_ICON| `TIGER/Line - U.S. boundaries and roads \u003chttps://www.census.gov/geo/maps-data/data/tiger-line.html\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/TIGER-Line.yml\u003e`_]\n        \n* |OK_ICON| `TZ Timezones shapefile \u003chttp://efele.net/maps/tz/world/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/TZ-Timezones-shapfiles.yml\u003e`_]\n        \n* |OK_ICON| `TwoFishes - Foursquare's coarse geocoder \u003chttps://github.com/foursquare/twofishes\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/TwoFishes.yml\u003e`_]\n        \n* |FIXME_ICON| `UN Environmental Data \u003chttp://geodata.grid.unep.ch/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/UN-Environmental-Data.yml\u003e`_]\n        \n* |FIXME_ICON| `World boundaries from  the U.S. Department of State \u003chttp://geonode.state.gov/layers/?limit=100\u0026offset=0\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/World-boundaries-from--the-U.S.-Department-of-State.yml\u003e`_]\n        \n* |OK_ICON| `World countries in multiple formats \u003chttps://github.com/mledoze/countries\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/World-countries-in-multiple-formats.yml\u003e`_]\n        \n* |OK_ICON| `Zip-Codes Free Database - Free US ZIP code database covering core fields (ZIP, city, state, [...] \u003chttps://www.zip-codes.com/free-zip-code-database.asp\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/Zip-Codes-API.yml\u003e`_]\n        \n* |OK_ICON| `MAP-VERSE - MAP usability - Validated Empirical Research by Systematic Evaluation - A curated [...] \u003chttps://map-verse.github.io/Repository/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/map-verse.yml\u003e`_]\n        \n* |OK_ICON| `Strange Places Dataset - 354,000 geolocated mysterious and unusual phenomena worldwide — UFO [...] \u003chttps://github.com/lukeslp/strange-places-dataset\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//GIS/strange-places-dataset.yaml\u003e`_]\n    \nGovernment\n----------\n        \n* |OK_ICON| `Alberta, Province of Canada \u003chttp://open.alberta.ca\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Alberta-Province-of-Canada.yml\u003e`_]\n        \n* |FIXME_ICON| `Antwerp, Belgium \u003chttp://opendata.antwerpen.be/datasets\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Antwerp-Belgium.yml\u003e`_]\n        \n* |OK_ICON| `Argentina (non official) \u003chttp://datos.gob.ar\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Argentina-non-official.yml\u003e`_]\n        \n* |OK_ICON| `Datos Argentina - Portal de datos abiertos de la República Argentina. Encontrá datos públicos [...] \u003chttp://datos.gob.ar/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Argentina.yml\u003e`_]\n        \n* |OK_ICON| `AssessorSearch 2026 Property Tax Rates by State, County, and City - Public AssessorSearch [...] \u003chttps://assessorsearch.com/data/property-tax-rates-by-county\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/AssessorSearch-Property-Tax-Rates.yml\u003e`_]\n        \n* |OK_ICON| `Austin, TX, US \u003chttps://data.austintexas.gov/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Austin-TX-US.yml\u003e`_]\n        \n* |OK_ICON| `Australia (abs.gov.au) \u003chttp://www.abs.gov.au/AUSSTATS/abs@.nsf/DetailsPage/3301.02009?OpenDocument\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Australia-abs.gov.au.yml\u003e`_]\n        \n* |OK_ICON| `Australia (data.gov.au) \u003chttps://data.gov.au/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Australia-data.gov.au.yml\u003e`_]\n        \n* |OK_ICON| `Austria (data.gv.at) \u003chttps://www.data.gv.at/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Austria-data.gv.at.yml\u003e`_]\n        \n* |OK_ICON| `BailleurVerif - French Non-Compliant Rental Listings Observatory - Time-stamped longitudinal [...] \u003chttps://www.data.gouv.fr/fr/datasets/annonces-de-location-francaises-non-conformes-observatoire-bailleurverif/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/BailleurVerif.yml\u003e`_]\n        \n* |OK_ICON| `Baton Rouge, LA, US \u003chttps://data.brla.gov/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Baton-Rouge-LA-US.yml\u003e`_]\n        \n* |FIXME_ICON| `Beersheba, Israel - Open Data Portal (Smart7 OpenData) \u003chttps://www.beer-sheva.muni.il/OpenData/Pages/default.aspx\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Beersheba-Israel.yml\u003e`_]\n        \n* |OK_ICON| `Belgium \u003chttp://data.gov.be/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Belgium.yml\u003e`_]\n        \n* |OK_ICON| `City of Berkeley Open Data \u003chttps://data.cityofberkeley.info/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Berkeley-CA-Open-Data.yml\u003e`_]\n        \n* |OK_ICON| `Brazil \u003chttps://dados.gov.br/dados/conjuntos-dados\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Brazil.yml\u003e`_]\n        \n* |OK_ICON| `Buenos Aires, Argentina \u003chttp://data.buenosaires.gob.ar/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Buenos-Aires-Argentina.yml\u003e`_]\n        \n* |OK_ICON| `BuildData - Canadian Construction and Development Data API - REST API providing normalized [...] \u003chttps://builddata.ca\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/BuildData-Canadian-Construction-Data-API.yml\u003e`_]\n        \n* |OK_ICON| `EU Government Benefits — Structural Dataset - Catalogue of 106 government benefits across 27 [...] \u003chttps://github.com/Buronia-com/eu-benefits-schema\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Buronia-EU-Benefits.yml\u003e`_]\n        \n* |OK_ICON| `Calgary, AB, Canada \u003chttps://data.calgary.ca/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Calgary-AB-Canada.yml\u003e`_]\n        \n* |OK_ICON| `Cambridge, MA, US \u003chttps://data.cambridgema.gov/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Cambridge-MA-US.yml\u003e`_]\n        \n* |OK_ICON| `Canada \u003chttp://open.canada.ca/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Canada.yml\u003e`_]\n        \n* |OK_ICON| `Chicago \u003chttps://data.cityofchicago.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Chicago.yml\u003e`_]\n        \n* |FIXME_ICON| `Chile \u003chttp://datos.gob.cl/dataset\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Chile.yml\u003e`_]\n        \n* |FIXME_ICON| `China \u003chttps://data.stats.gov.cn/english/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/China\u003e`_]\n        \n* |OK_ICON| `Crime Brasil - Open-data platform consolidating and geocoding criminal incidents from [...] \u003chttps://crimebrasil.com.br\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Crime-Brasil-Brazil.yml\u003e`_]\n        \n* |OK_ICON| `Dallas Open Data \u003chttps://www.dallasopendata.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Dallas-Open-Data.yml\u003e`_]\n        \n* |OK_ICON| `DataBC - data from the Province of British Columbia \u003chttps://www.data.gov.bc.ca/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/DataBC.yml\u003e`_]\n        \n* |OK_ICON| `Debt to the Penny - The Debt to the Penny dataset provides information about the total [...] \u003chttps://fiscaldata.treasury.gov/datasets/debt-to-the-penny/debt-to-the-penny\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Debt-to-penny.yml\u003e`_]\n        \n* |OK_ICON| `Denver Open Data \u003chttp://data.denvergov.org//\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Denver-Open-Data.yml\u003e`_]\n        \n* |OK_ICON| `Durham, NC Open Data \u003chttps://live-durhamnc.opendata.arcgis.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Durham-NC-Open-Data.yml\u003e`_]\n        \n* |OK_ICON| `Edmonton, AB, Canada \u003chttps://data.edmonton.ca/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Edmonton-AB-Canada.yml\u003e`_]\n        \n* |OK_ICON| `England LGInform \u003chttp://lginform.local.gov.uk/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/England-LGInform.yml\u003e`_]\n        \n* |OK_ICON| `EuroStat \u003chttp://ec.europa.eu/eurostat/data/database\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/EuroStat.yml\u003e`_]\n        \n* |OK_ICON| `EveryPolitician - Ongoing project collating and sharing data on every politician. \u003chttp://everypolitician.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/EveryPolitician.yml\u003e`_]\n        \n* |OK_ICON| `Federal Committee on Statistical Methodology (FCSM) (formerly FedStats) \u003chttps://nces.ed.gov/FCSM/index.asp\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/FedStats.yml\u003e`_]\n        \n* |OK_ICON| `Finland \u003chttps://www.opendata.fi/en\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Finland.yml\u003e`_]\n        \n* |OK_ICON| `FirstData - Global Authoritative Data Source Knowledge Base - The world's most comprehensive, [...] \u003chttps://github.com/MLT-OSS/FirstData\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/FirstData.yml\u003e`_]\n        \n* |OK_ICON| `France \u003chttps://www.data.gouv.fr/en/datasets/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/France.yml\u003e`_]\n        \n* |FIXME_ICON| `Fredericton, NB, Canada \u003chttp://www.fredericton.ca/en/citygovernment/Catalogue.asp\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Fredericton-NB-Canada.yml\u003e`_]\n        \n* |OK_ICON| `Gatineau, QC, Canada \u003chttp://www.gatineau.ca/donneesouvertes/default_fr.aspx\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Gatineau-QC-Canada.yml\u003e`_]\n        \n* |FIXME_ICON| `Germany \u003chttps://www-genesis.destatis.de/genesis/online\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Germany.yml\u003e`_]\n        \n* |OK_ICON| `Ghent, Belgium \u003chttps://data.stad.gent/explore\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Ghent-Belgium.yml\u003e`_]\n        \n* |OK_ICON| `Glasgow, Scotland, UK \u003chttps://data.glasgow.gov.uk/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Glasgow-Scotland-UK.yml\u003e`_]\n        \n* |FIXME_ICON| `Greece \u003chttp://www.data.gov.gr/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Greece.yml\u003e`_]\n        \n* |OK_ICON| `Guardian world governments \u003chttp://www.guardian.co.uk/world-government-data\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Guardian-world-governments.yml\u003e`_]\n        \n* |FIXME_ICON| `Halifax, NS, Canada \u003chttps://www.halifax.ca/home/open-data\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Halifax-NS-Canada.yml\u003e`_]\n        \n* |OK_ICON| `Helsinki Region, Finland \u003chttp://www.hri.fi/en/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Helsinki-Region-Finland.yml\u003e`_]\n        \n* |OK_ICON| `Hong Kong, China \u003chttps://data.gov.hk/en/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Hong-Kong-China.yml\u003e`_]\n        \n* |OK_ICON| `Houston, TX, US \u003chttp://data.houstontx.gov/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Houston-TX-US.yml\u003e`_]\n        \n* |OK_ICON| `Indian Government Data \u003chttps://data.gov.in/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Indian-Government-Data.yml\u003e`_]\n        \n* |OK_ICON| `Indonesian Data Portal \u003chttp://data.go.id/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Indonesian-Data-Portal.yml\u003e`_]\n        \n* |OK_ICON| `Iowa - Welcome to the State of Iowa's data portal. Please explore data about Iowa and your [...] \u003chttps://data.iowa.gov/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Iowa.yml\u003e`_]\n        \n* |OK_ICON| `Ireland's Open Data Portal \u003chttps://data.gov.ie/data\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Irelands-Open-Data-Portal.yml\u003e`_]\n        \n* |FIXME_ICON| `Israel's Open Data Portal \u003chttps://data.gov.il\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Israel.yml\u003e`_]\n        \n* |OK_ICON| `Istanbul Municipality Open Data Portal \u003chttps://data.ibb.gov.tr\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Istanbul-Municipality-Open-Data.yml\u003e`_]\n        \n* |OK_ICON| `Italian Workplace Safety Open Data (123Formazione) - Open dataset covering Italian workplace- [...] \u003chttps://123formazione.com/api/public/docs\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Italian-Workplace-Safety-123Formazione.yml\u003e`_]\n        \n* |FIXME_ICON| `Italy - Il Portale dati.gov.it è il catalogo nazionale dei metadati relativi ai dati [...] \u003chttps://www.dati.gov.it/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Italy.yml\u003e`_]\n        \n* |FIXME_ICON| `Jail deaths in America - The U.S. government does not release jail by jail mortality data, [...] \u003chttps://www.reuters.com/investigates/special-report/usa-jails-graphic/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Jail-deaths-in-America.yml\u003e`_]\n        \n* |OK_ICON| `Japan \u003chttp://www.e-stat.go.jp/SG1/estat/eStatTopPortalE.do\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Japan.yml\u003e`_]\n        \n* |FIXME_ICON| `Laval, QC, Canada \u003chttp://www.laval.ca/Pages/Fr/Citoyens/donnees.aspx\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Laval-QC-Canada.yml\u003e`_]\n        \n* |OK_ICON| `Lexington, KY \u003chttp://data.lexingtonky.gov/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Lexington-KY.yml\u003e`_]\n        \n* |FIXME_ICON| `London Datastore, UK \u003chttp://data.london.gov.uk/dataset\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/London-Datastore-UK.yml\u003e`_]\n        \n* |FIXME_ICON| `London, ON, Canada \u003chttp://www.london.ca/city-hall/open-data/Pages/default.aspx\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/London-ON-Canada.yml\u003e`_]\n        \n* |OK_ICON| `Los Angeles Open Data \u003chttps://data.lacity.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Los-Angeles-Open-Data.yml\u003e`_]\n        \n* |OK_ICON| `Luxembourg - Luxembourgish Open Data Portal \u003chttps://data.public.lu/en/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Luxembourg.yml\u003e`_]\n        \n* |OK_ICON| `Malaysia \u003chttps://data.gov.my/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Malaysia.yml\u003e`_]\n        \n* |OK_ICON| `MassGIS, Massachusetts, U.S. \u003chttp://www.mass.gov/anf/research-and-tech/it-serv-and-support/application-serv/office-of-geographic-information-massgis/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/MassGIS-Massachusetts-U.S..yml\u003e`_]\n        \n* |OK_ICON| `Metropolitan Transportation Commission (MTC), California, US \u003chttp://mtc.ca.gov/tools-resources/data-tools/open-data-library\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Metropolitain-Transportation-Commission-MTC-California-US.yml\u003e`_]\n        \n* |FIXME_ICON| `Mexico \u003chttps://datos.gob.mx/busca/dataset\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Mexico.yml\u003e`_]\n        \n* |OK_ICON| `Mississauga, ON, Canada \u003chttp://www.mississauga.ca/portal/residents/publicationsopendatacatalogue\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Missisauga-ON-Canada.yml\u003e`_]\n        \n* |OK_ICON| `Moldova \u003chttp://data.gov.md/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Moldova.yml\u003e`_]\n        \n* |OK_ICON| `Moncton, NB, Canada \u003chttp://open.moncton.ca/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Moncton-NB-Canada.yml\u003e`_]\n        \n* |OK_ICON| `Montreal, QC, Canada \u003chttp://donnees.ville.montreal.qc.ca/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Montreal-QC-Canada.yml\u003e`_]\n        \n* |OK_ICON| `Mountain View, California, US (GIS) \u003chttp://data-mountainview.opendata.arcgis.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Mountain-View-California-US-GIS.yml\u003e`_]\n        \n* |FIXME_ICON| `NYC Open Data \u003chttps://opendata.cityofnewyork.us/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/NYC-Open-Data.yml\u003e`_]\n        \n* |OK_ICON| `NYC betanyc \u003chttp://betanyc.us/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/NYC-betanyc.yml\u003e`_]\n        \n* |OK_ICON| `US State Name-Change (DMV) Requirements - State-by-state requirements for updating a driver's [...] \u003chttps://namechangepacket.com/name-change-requirements-by-state\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/NameChangePacket-US-State-Requirements.yml\u003e`_]\n        \n* |OK_ICON| `Netherlands \u003chttps://data.overheid.nl/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Netherlands.yml\u003e`_]\n        \n* |OK_ICON| `New York Department of Sanitation Monthly Tonnage - DSNY Monthly Tonnage Data provides [...] \u003chttps://data.cityofnewyork.us/City-Government/DSNY-Monthly-Tonnage-Data/ebb7-mvp5\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/New-York-Department-of-Sanitation.yml\u003e`_]\n        \n* |OK_ICON| `New Zealand \u003chttp://www.stats.govt.nz/browse_for_stats.aspx\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/New-Zealand.yml\u003e`_]\n        \n* |FIXME_ICON| `OECD \u003chttps://data.oecd.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/OECD.yml\u003e`_]\n        \n* |FIXME_ICON| `Oakland, California, US \u003chttps://data.oaklandnet.com/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Oakland-California-US.yml\u003e`_]\n        \n* |OK_ICON| `Oklahoma \u003chttps://data.ok.gov/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Oklahoma.yml\u003e`_]\n        \n* |OK_ICON| `Open Data Hub - Open data platform for South Tyrol and EU providing tourism, mobility, [...] \u003chttps://www.opendatahub.com/datasets/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Open-Data-Hub.yml\u003e`_]\n        \n* |FIXME_ICON| `Open Data for Africa \u003chttp://opendataforafrica.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Open-Data-for-Africa.yml\u003e`_]\n        \n* |OK_ICON| `Open Government Data (OGD) Platform India \u003chttps://data.gov.in/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Open-Government-Data-OGD-Platform-India.yml\u003e`_]\n        \n* |OK_ICON| `OpenDataSoft's list of 1,600 open data \u003chttps://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\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/OpenDataSofts-list-of-1600-open-data.yml\u003e`_]\n        \n* |OK_ICON| `OpenMercantil Spanish Public Company Data - Independent, non-official access layer for [...] \u003chttps://openmercantil.es/descargas\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/OpenMercantil-Spanish-public-company-data.yml\u003e`_]\n        \n* |OK_ICON| `Oregon \u003chttps://data.oregon.gov/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Oregon.yml\u003e`_]\n        \n* |OK_ICON| `Ottawa, ON, Canada \u003chttp://data.ottawa.ca/en/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Ottawa-ON-Canada.yml\u003e`_]\n        \n* |FIXME_ICON| `Palo Alto, California, US \u003chttp://data.cityofpaloalto.org/home\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Palo-Alto-California-US.yml\u003e`_]\n        \n* |OK_ICON| `Passport, Visa \u0026 ID Photo Specifications (100+ countries, 276 formats) - Passport, visa, ID [...] \u003chttps://github.com/BlondDev-Art/passport-photo-specs\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/PassportPhotoSpecs.yml\u003e`_]\n        \n* |OK_ICON| `OpenDataPhilly - OpenDataPhilly is a catalog of open data in the Philadelphia region. In [...] \u003chttps://www.opendataphilly.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Philadelphia-Open-Data.yml\u003e`_]\n        \n* |OK_ICON| `Poland Public Tenders Dataset (BZP + TED) - Open dataset of Polish public procurement notices [...] \u003chttps://github.com/atlasprzetargow/polish-tenders-dataset\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Poland-Public-Tenders-BZP-TED.yml\u003e`_]\n        \n* |OK_ICON| `PolitiData - Canadian Political Financing and Lobbying API - REST API for Canadian political [...] \u003chttps://politidata.ca\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/PolitiData-Canadian-Political-Financing-API.yml\u003e`_]\n        \n* |OK_ICON| `Portland, Oregon \u003chttps://www.portlandoregon.gov/28130\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Portland-Oregon.yml\u003e`_]\n        \n* |OK_ICON| `Portugal - Pordata organization \u003chttp://www.pordata.pt/en/Home\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Portugal.yml\u003e`_]\n        \n* |FIXME_ICON| `PottyDirectory — US Portable Restroom \u0026 Public Restroom Open Data - Open dataset of 3,649 US [...] \u003chttps://pottydirectory.com/data\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/PottyDirectory-USA.yml\u003e`_]\n        \n* |OK_ICON| `ProcureData - Canadian Federal Procurement API - REST API for Canadian federal procurement [...] \u003chttps://procuredata.ca\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/ProcureData-Canadian-Federal-Procurement-API.yml\u003e`_]\n        \n* |FIXME_ICON| `Puerto Rico Government \u003chttps://data.pr.gov//\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Puerto-Rico-Government.yml\u003e`_]\n        \n* |FIXME_ICON| `Quebec City, QC, Canada \u003chttp://donnees.ville.quebec.qc.ca/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Quebec-City-QC-Canada.yml\u003e`_]\n        \n* |FIXME_ICON| `Quebec Province of Canada \u003chttps://www.donneesquebec.ca/en/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Quebec-Province-of-Canada.yml\u003e`_]\n        \n* |FIXME_ICON| `Regina SK, Canada \u003chttp://open.regina.ca/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Regina-SK-Canada.yml\u003e`_]\n        \n* |OK_ICON| `Rio de Janeiro, Brazil \u003chttp://www.data.rio/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Rio-de-Janeiro-Brazil.yml\u003e`_]\n        \n* |FIXME_ICON| `Romania \u003chttp://data.gov.ro/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Romania.yml\u003e`_]\n        \n* |FIXME_ICON| `Russia \u003chttp://data.gov.ru\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Russia.yml\u003e`_]\n        \n* |OK_ICON| `San Diego, CA \u003chttps://data.sandiego.gov\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/San Diego, CA.yml\u003e`_]\n        \n* |FIXME_ICON| `San Antonio, TX - Community Information Now - CI:Now is a nonprofit serving Bexar (San [...] \u003chttp://cinow.info/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/San-Antonio-TX-US-Community-Information-Now.yml\u003e`_]\n        \n* |OK_ICON| `San Francisco Data sets \u003chttp://datasf.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/San-Francisco-Data-sets.yml\u003e`_]\n        \n* |OK_ICON| `San Jose, California, US \u003chttp://data.sanjoseca.gov/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/San-Jose-California-US.yml\u003e`_]\n        \n* |OK_ICON| `San Mateo County, California, US \u003chttps://data.smcgov.org/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/San-Mateo-County-California-US.yml\u003e`_]\n        \n* |FIXME_ICON| `Saskatchewan, Province of Canada \u003chttp://opendatask.ca/data/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Saskatchewan-Province-of-Canada.yml\u003e`_]\n        \n* |OK_ICON| `Saudi Arabia Real Estate Open Data (MOJ + REGA) - 4.96M real estate transactions from Saudi [...] \u003chttps://github.com/civillizard/Saudi-Real-Estate-Data\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Saudi-Arabia-Real-Estate-Open-Data.yml\u003e`_]\n        \n* |OK_ICON| `Seattle \u003chttps://data.seattle.gov/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Seattle.yml\u003e`_]\n        \n* |OK_ICON| `Singapore Government Data \u003chttps://data.gov.sg/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Singapore-Government-Data.yml\u003e`_]\n        \n* |OK_ICON| `South Africa Trade Statistics \u003chttp://www.econostatistics.co.za/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/South-Africa-Trade-Statistics.yml\u003e`_]\n        \n* |OK_ICON| `South Africa \u003chttp://www.statssa.gov.za/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/South-Africa.yml\u003e`_]\n        \n* |FIXME_ICON| `State of Utah, US \u003chttps://opendata.utah.gov/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/State-of-Utah-US.yml\u003e`_]\n        \n* |OK_ICON| `Switzerland \u003chttp://www.opendata.admin.ch/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Switzerland.yml\u003e`_]\n        \n* |OK_ICON| `Taiwan gov \u003chttps://data.gov.tw/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/master/core//Government/Taiwan-g0v.yml\u003e`_]\n        \n* |OK_ICON| `Taiwan \u003chttp://data.gov.tw/\u003e`_ [`Meta \u003chttps://github.com/awesomedata/apd-core/tree/mast","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fawesomedata%2Fawesome-public-datasets","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fawesomedata%2Fawesome-public-datasets","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fawesomedata%2Fawesome-public-datasets/lists"}