.. contents:: Table of Contents
|OK_ICON| Chinese Tea Dataset - A curated, open dataset of 100+ Chinese teas covering type, origin, [...] <https://chinatea.house/dataset/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Chinese-Tea-Dataset.yml>_]
|FIXME_ICON| Furrow Farmland Price Index - Agricultural land prices in 37 countries, each from that [...] <https://doi.org/10.5281/zenodo.22212366>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Furrow-Farmland-Price-Index.yml>_]
|OK_ICON| The global dataset of historical yields for major crops 1981–2016 - The Global Dataset of [...] <https://doi.pangaea.de/10.1594/PANGAEA.909132>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Global-dataset-of-historical-yields-for-major-crops.yml>_]
|FIXME_ICON| Hyperspectral benchmark dataset on soil moisture - This dataset was measured in a five-day [...] <https://doi.org/10.5281/zenodo.1227837>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Hyperspectral-Benchmark-Dataset-On-Soil-Moisture.yml>_]
|OK_ICON| Lemons quality control dataset - Lemon dataset has been prepared to investigate the [...] <https://github.com/softwaremill/lemon-dataset>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Lemon-Dataset.yml>_]
|FIXME_ICON| Open Food Facts - Crowdsourced food composition database covering 2.5M+ products from 170+ [...] <https://world.openfoodfacts.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/OpenFoodFacts.yml>_]
|OK_ICON| Optimized Soil Adjusted Vegetation Index - The IDB is a tool for working with remote sensing [...] <https://www.indexdatabase.de/db/i-single.php?id=63>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Optimized Soil Adjusted Vegetation Index>_]
|OK_ICON| Robot Lawn Mower Specs - Open dataset of specifications for 23 robot lawn mower models across [...] <https://github.com/yumaheymans/robot-lawn-mower-specs>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Robot-Lawn-Mower-Specs.yml>_]
|FIXME_ICON| TempoLife Food Nutrition Dataset - Per-100g nutrition values (kcal, protein, carbs, fat, [...] <https://zenodo.org/records/22208174>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/TempoLife-Food-Nutrition-Dataset.yml>_]
|OK_ICON| Turkish Olive Production Data - Olive and olive oil production in Turkiye at province, region [...] <https://github.com/yudumnet/zeytinnet>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Turkish-Olive-Production.yml>_]
|OK_ICON| USDA FoodData Central - The primary source for food composition data from the USDA, providing [...] <https://fdc.nal.usda.gov/download-datasets>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/U.S.-Department-of-Agricultures-Nutrient-Database.yml>_]
|FIXME_ICON| U.S. Department of Agriculture's PLANTS Database - The Complete PLANTS Checklist is nearly 7 [...] <https://plants.usda.gov/downloads>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/U.S.-Department-of-Agricultures-PLANTS-Database.yml>_]
|OK_ICON| US Farmers Market Statistics 2026 - State-by-state statistics for ~7,056 US farmers markets — [...] <https://harvestlymarkets.com/farmers-market-statistics/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/US-Farmers-Market-Statistics-2026.yml>_]
|OK_ICON| U.S. ZIP/ZCTA Growing Degree Days (base 50°F) - Daily-updated cumulative growing degree days [...] <https://whentoapplypreemergent.com/datasets/gdd/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/US-ZIP-ZCTA-Growing-Degree-Days.yml>_]
|OK_ICON| USDA NASS County Crop Yields - Free static JSON API serving USDA NASS county-level annual [...] <https://productofamerica.github.io/usda-county-yields/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/USDA-NASS-County-Crop-Yields.yml>_]
|OK_ICON| World Cuisine Ingredient Overlap - Ingredient overlap between 24 world cuisines, measured [...] <https://www.kaggle.com/datasets/alperacax/world-cuisine-ingredient-overlap-24-cuisines>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/World-Cuisine-Ingredient-Overlap.yml>_]
|OK_ICON| Yard Material Coverage Data - An open reference dataset for cubic-yard coverage by depth, [...] <https://demi-valerith.github.io/yard-material-coverage-data/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Agriculture/Yard-Material-Coverage-Data.yml>_]
|OK_ICON| 1000 Genomes - The 1000 Genomes Project ran between 2008 and 2015, creating the largest [...] <https://www.internationalgenome.org/data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/1000-Genomes.yml>_]
|OK_ICON| ANHIR - Automatic Non-rigid Histological Image Registration (ANHIR) consists of 2D [...] <https://anhir.grand-challenge.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/ANHIR.yml>_]
|OK_ICON| American Gut (Microbiome Project) - The American Gut project is the largest crowdsourced [...] <https://github.com/biocore/American-Gut>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/American-Gut-Microbiome-Project.yml>_]
|OK_ICON| BCNB - There are WSIs of 1058 patients, part of tumor regions are annotated in WSIs. Except [...] <https://bupt-ai-cz.github.io/BCNB/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/BCNB.yml>_]
|OK_ICON| Broad Bioimage Benchmark Collection (BBBC) - The Broad Bioimage Benchmark Collection (BBBC) [...] <https://www.broadinstitute.org/bbbc>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Broad-Bioimage-Benchmark-Collection-BBBC.yml>_]
|OK_ICON| Broad Cancer Cell Line Encyclopedia (CCLE) <http://www.broadinstitute.org/ccle/home>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Broad-Cancer-Cell-Line-Encyclopedia-CCLE.yml>_]
|OK_ICON| CIMA: Histological Microscopy Tissue Slices - CIMA dataset includes images of 2D histological [...] <https://www.kaggle.com/datasets/jirkaborovec/histology-cima-dataset>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/CIMA.yml>_]
|FIXME_ICON| Cell Image Library <https://www.cellimagelibrary.org/home>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Cell-Image-Library.yml>_]
|OK_ICON| CytoImageNet - A large-scale dataset of microscopy images. Contains 890,737 total grayscale [...] <https://www.kaggle.com/stanleyhua/cytoimagenet>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/CytoImageNet.yml>_]
|OK_ICON| DNA Chip Coverage - Which SNP markers are present on consumer DNA genotyping arrays. 70 [...] <https://github.com/AndreySoloviev/dna-chip-coverage>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/DNA-Chip-Coverage.yml>_]
|OK_ICON| EBI ArrayExpress - ArrayExpress Archive of Functional Genomics Data stores data from high- [...] <http://www.ebi.ac.uk/arrayexpress/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/EBI-ArrayExpress.yml>_]
|OK_ICON| EBI Protein Data Bank in Europe - The Electron Microscopy Data Bank (EMDB) is a public [...] <https://www.ebi.ac.uk/emdb/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/EBI-Protein-Data-Bank-in-Europe.yml>_]
|OK_ICON| ENCODE project - The Encyclopedia of DNA Elements (ENCODE) Consortium is an ongoing [...] <https://www.encodeproject.org>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/ENCODE-project.yml>_]
|OK_ICON| Electron Microscopy Pilot Image Archive (EMPIAR) - EMPIAR, the Electron Microscopy Public [...] <http://www.ebi.ac.uk/pdbe/emdb/empiar/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Electron-Microscopy-Pilot-Image-Archive-EMPIAR.yml>_]
|OK_ICON| Ensembl Genomes <https://ensemblgenomes.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Ensembl-Genomes.yml>_]
|OK_ICON| Gene Expression Omnibus (GEO) - GEO is a public functional genomics data repository [...] <http://www.ncbi.nlm.nih.gov/geo/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Gene-Expression-Omnibus-GEO.yml>_]
|OK_ICON| Gene Ontology (GO) - GO annotation files <http://geneontology.org/docs/download-go-annotations/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Gene-Ontology-GO.yml>_]
|OK_ICON| Global Biotic Interactions (GloBI) <https://github.com/jhpoelen/eol-globi-data/wiki#accessing-species-interaction-data>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Global-Biotic-Interactions-GloBI.yml>_]
|OK_ICON| Harvard Medical School (HMS) LINCS Project - The Harvard Medical School (HMS) LINCS Center is [...] <http://lincs.hms.harvard.edu>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Harvard-Medical-School-LINCS-Project.yml>_]
|OK_ICON| Human Genome Diversity Project - A group of scientists at Stanford University have [...] <hhttps://rosenberglab.stanford.edu/hgdpsnpDownload.html>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Human-Genome-Diversity-Project.yml>_]
|OK_ICON| ICOS PSP Benchmark - The ICOS PSP benchmarks repository contains an adjustable real-world [...] <http://ico2s.org/datasets/psp_benchmark.html>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/ICOS-PSP-Benchmark.yml>_]
|OK_ICON| International HapMap Project <http://hapmap.ncbi.nlm.nih.gov/downloads/index.html.en>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/International-HapMap-Project.yml>_]
|OK_ICON| Journal of Cell Biology DataViewer - All JCB data was moved to Biostudies <https://www.ebi.ac.uk/biostudies/JCB/studies>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Journal-of-Cell-Biology-DataViewer.yml>_]
|OK_ICON| KEGG - KEGG is a database resource for understanding high-level functions and utilities of [...] <http://www.genome.jp/kegg/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/KEGG.yml>_]
|OK_ICON| NCBI Proteins <http://www.ncbi.nlm.nih.gov/guide/proteins/#databases>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/NCBI-Proteins.yml>_]
|OK_ICON| NCBI Taxonomy - The NCBI Taxonomy database is a curated set of names and classifications for [...] <http://www.ncbi.nlm.nih.gov/taxonomy>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/NCBI-Taxonomy.yml>_]
|OK_ICON| NCI Genomic Data Commons - The GDC Data Portal is a robust data-driven platform that allows [...] <https://gdc.cancer.gov/access-data/gdc-data-portal>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/NCI-Genomic-Data-Commons.yml>_]
|OK_ICON| NIH Microarray data <ftp://ftp.ncbi.nih.gov/pub/geo/DATA/supplementary/series/GSE6532/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/NIH-Microarray-data.yml>_]
|FIXME_ICON| OpenSNP genotypes data - openSNP allows customers of direct-to-customer genetic tests to [...] <https://opensnp.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/OpenSNP-genotypes-data.yml>_]
|OK_ICON| Palmer Penguins - The goal of palmerpenguins is to provide a great dataset for data [...] <https://allisonhorst.github.io/palmerpenguins/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Palmer-Penguins.yml>_]
|FIXME_ICON| Pathguid - Protein-Protein Interactions Catalog <http://www.pathguide.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Pathguid.yml>_]
|OK_ICON| Protein Data Bank - This resource is powered by the Protein Data Bank archive-information [...] <http://www.rcsb.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Protein-Data-Bank.yml>_]
|OK_ICON| Psychiatric Genomics Consortium - The purpose of the Psychiatric Genomics Consortium (PGC) is [...] <https://www.med.unc.edu/pgc/downloads>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Psychiatric-Genomics-Consortium.yml>_]
|OK_ICON| PubChem Project - PubChem is the world's largest collection of freely accessible chemical [...] <https://pubchem.ncbi.nlm.nih.gov/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/PubChem-Project.yml>_]
|OK_ICON| PubGene (now Coremine Medical) - COREMINE™ is a family of tools developed by the Norwegian [...] <https://www.coremine.com/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/PubGene-now-Coremine-Medical.yml>_]
|OK_ICON| Sanger Catalogue of Somatic Mutations in Cancer (COSMIC) - COSMIC, the Catalogue Of Somatic [...] <http://cancer.sanger.ac.uk/cosmic>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Sanger-Catalogue-of-Somatic-Mutations-in-Cancer-COSMIC.yml>_]
|FIXME_ICON| Sanger Genomics of Drug Sensitivity in Cancer Project (GDSC) <https://www.cancerrxgene.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Sanger-Genomics-of-Drug-Sensitivity-in-Cancer-Project-GDSC.yml>_]
|OK_ICON| Sequence Read Archive(SRA) - The Sequence Read Archive (SRA) stores raw sequence data from [...] <http://www.ncbi.nlm.nih.gov/Traces/sra/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Sequence-Read-ArchiveSRA.yml>_]
|OK_ICON| Serratus - Analysis of 7.1 million RNA/DNA sequencing datasets to discover the total [...] <https://github.com/ababaian/serratus/wiki/Access-Data-Release>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Serratus-Open-Virome.yml>_]
|FIXME_ICON| Stanford Microarray Data (Retired NOW) <http://smd.princeton.edu/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Stanford-Microarray-Data.yml>_]
|FIXME_ICON| Stowers Institute Original Data Repository <http://www.stowers.org/research/publications/odr>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Stowers-Institute-Original-Data-Repository.yml>_]
|OK_ICON| Systems Science of Biological Dynamics (SSBD) Database - Systems Science of Biological [...] <http://ssbd.qbic.riken.jp>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Systems-Science-of-Biological-Dynamics-SSBD-Database.yml>_]
|OK_ICON| The Cancer Genome Atlas (TCGA), available via Broad GDAC <https://gdac.broadinstitute.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/The-Cancer-Genome-Atlas-TCGA-available-via-Broad-GDAC.yml>_]
|OK_ICON| The Catalogue of Life - The Catalogue of Life is a quality-assured checklist of more than 1.8 [...] <https://www.catalogueoflife.org/data/download>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/The-Catalogue-of-Life.yml>_]
|OK_ICON| The Personal Genome Project - The Personal Genome Project, initiated in 2005, is a vision and [...] <http://www.personalgenomes.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/The-Personal-Genome-Project.yml>_]
|OK_ICON| UCSC Public Data <http://hgdownload.soe.ucsc.edu/downloads.html>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/UCSC-Public-Data.yml>_]
|OK_ICON| UniGene <https://ftp.ncbi.nlm.nih.gov/repository/UniGene/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/UniGene.yml>_]
|OK_ICON| Universal Protein Resource (UnitProt) - The Universal Protein Resource (UniProt) is a [...] <http://www.uniprot.org/downloads>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/Universal-Protein-Resource.yml>_]
|OK_ICON| iNaturalist - Community-maintained species observation database with 180M+ observations [...] <https://www.inaturalist.org/>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/iNaturalist.yml>_]
|OK_ICON| Rfam - The Rfam database is a collection of RNA families, each represented by multiple [...] <https://docs.rfam.org/en/latest/database.html>_ [Meta <https://github.com/awesomedata/apd-core/tree/master/core//Biology/rfam.yml>_]
Большой тематический список открытых общедоступных датасетов высокого качества, организованный по предметным областям, таким как биология, химия, экономика и другие.