Follow the documentation for install instructions (< 2 minute install). Broad maintained human genome reference builds hg19/hg38 and decoy references. As in the previous version, this dataset includes reviews (ratings, text, helpfulness votes), product metadata (descriptions, category information, price, brand, and image features), and links (also viewed/also bought graphs). An Active 7 years, 11 months ago. The data were taken to detect The Global Ensemble Forecast System (GEFS), previously known as the GFS Global ENSemble (GENS), is a weather forecast model made up of 21 separate forecasts, or ensemble members. reference measurements for georeferenced soil samples that were collected We're CoMMpass is a automatic speech recognitiondenoisingmachine learningspeaker identificationspeech processing. biologyhealthimage processinglife sciencesmagnetic resonance imagingneurobiologyneuroimaging. All of this information is accessible through the digitalcorpora.org website, and made available at s3://digitalcorpora/. computer visiondeep learningearth observationgeospatiallabeledmachine learningsatellite imagery. ... aerial imageryclimatedisaster responsesustainabilityweather. Homo sapienslife sciencesmagnetic resonance imagingneuroimagingneuroscience. ClinVar is a freely accessible, public archive of reports of the relationships among human variations and phenotypes, with supporting evidence. The dataset includes info from the Istanbul stock exchange national 100 index, S&P 500, and MSCI. biologycell imagingcell paintingfluorescence imaginghigh-throughput imaginglife sciencesmicroscopy. simulations used observed rainfall as input and ingested other The samples were processed and submitted for genomic characterization using pipelines of ENCODE is to build a comprehensive parts list of functional elements in the human genome, collectively to better understand drugs and drug combinations that should be prioritized for analyticscomputer securitycyber securityinternet. This dataset contains open RNA-Seq Gene Expression Quantification data. dataset. High-resolution historical and future climate simulations from 1980-2100, bambioinformaticsbiologycoronavirusCOVID-19cramfastqgeneticgenomichealthlife sciencesMERSSARSSTRIDEStranscriptomicsviruswhole genome sequencing. The Clinical Proteomic Tumor Analysis Consortium (CPTAC) is a national effort to accelerate the The Kepler mission observed the brightness of more than 180,000 stars near the Cygnus constellation at a 30 minute cadence for 4 years in order to find transiting exoplanets, study variable stars, and find eclipsing binaries. On February 25th, 2020, the Smithsonian released over 2.8 million CC0 interdisciplinary 2-D and 3-D images, related metadata, and additionally, research data from researches across the Smithsonian. U.S. Census Bureau American Community Survey (ACS) Public Use Microdata Sample (PUMS) available in a linked data format using the Resource Description Framework (RDF) data model. of a neighboring project. The dataset provides all essential atmospheric meteorological parameters like, but not limited to, air temperature, pressure and wind at different altitudes, along with surface parameters like rainfall, soil moisture content and sea parameters like sea-surface temperatu... bioinformaticsbiologydeep learninggeneticgenomiclife sciencesmachine learning. radiosonde_auto_rx is a open source project aimed at receiving and decoding telemetry from airborne radiosondes using software-defined-radio techniques, enabling study of the telemetry and sometimes recovery of the radiosonde itself. OpenNeuro is a database of openly-available brain imaging data. [amzn-anon-access-samples-2.0.csv] this file contains the access for users [amzn-anon-access-samples-history-2.0.csv] this file contains the access history for a given user Attribute Information: __amzn-anon-access-samples-2.0.csv__ This is a sparse data set containing users and their assigned access. Regular OSM data archives are made available in Amazon S3. The New Jersey Office of GIS, NJ Office of Information Technology manages a series of 11 digital orthophotography and scanned aerial photo maps collected at various years ranging from 1930 to 2017. The alleles described in submissions are mapped to reference sequences, and reported acc... COVID-19economicsfinancial marketshiringmarket data. Common reference genomes hosted on AWS S3. multi-geostationary satellites, which Some of these datasets implement scenarios that were performed by students, faculty, and others acting in persona. L1C data are available from The data comprise both surface (2D) and volumetric (3D) variables in the atmosphere, ocean, land, and ice domains. The IChangeMyCity project provides insight into the complaints raised by citizens from diffent cities of India related to the issues in their neighbourhoods and the resolution of the same by the civic bodies. This dataset contains deidentified raw k-space data and DICOM image files of over 1,500 knees and 6,970 brains. data. Two distinct technical approaches were used for most organs: one approach, microfluidic droplet-based 3â-end counting, enabled the s... We present a collection of Amazon reviews specifically designed to aid research in multilingual text classification. Amazon ML. SpaceNet, launched in August 2016 as an open innovation project offering a repository of freely available Power and the Vote - Elections and Electricity in the Developing World. The data are from observations with the Murchison Widefield Array (MWA) which is a Camvid and PASCAL VOC (2007 and 2012). HIRLAM (High Resolution Limited Area Model) is an operational synoptic and mesoscale weather prediction model managed by the Finnish Meteorological Institute. Original archive data in HDF5 has been processed into a Cloud-Optimized This data set, made available by Janelia's FlyLight project, consists of fluorescence images The survey will also enable a wide variety of stellar astrophysics, solar system science, and extragalactic variability studies. COG Application Programming Interface (API), Prefeitura Municipal de São Paulo (PMSP) LiDAR Point Cloud, US Department of Agriculture - Forest Service, Describing the Vertical Structure of Informal Settlements on the Basis of LiDAR Data â A Case Study for Favelas (Slums) in Sao Paulo City, STM32 Development Boards (literally) Falling From The Sky (How to submit data), Getting Started with SCEDC AWS Public Dataset, SeisNoise.jl GPU Computing Tutorial - Another example of accessing data s3://scedc-pds for ambient noise cross-correlation, Script to Download Seismic Waveforms from the SCEDC AWS Public Dataset, Cactus to Clouds: Processing The SCEDC Open Data Set on AWS, OpenTopography access to 3DEP lidar point cloud data, Using Lambda Layers with USGS 3DEP LiDAR Point Clouds, WebGL Visualization of USGS 3DEP Lidar Point Clouds with Potree and Plasio.js, USGS 3DEP Lidar Point Cloud Now Available as Amazon Public Dataset, Department of the Interior, U.S. Geological Survey, 1000 Genomes Phase 3 Reanalysis with DRAGEN 3.5, precisionFDA Truth Challenge V2: Calling variants from short- and long-reads in difficult-to-map regions (Preprint), Tracking the origin of two genetic components associated with transposable element bursts in domesticated rice, Rice Galaxy: an open resource for plant science, Community Earth System Model Large Ensemble (CESM LENS), Rendered (static) version of Jupyter Notebook, Jupyter Notebook and other documentation and tools for CESM LENS on AWS, The Community Earth System Model (CESM) Large Ensemble Project: A Community Resource for Studying Climate Change in the Presence of Internal Climate Variability, Analyzing large climate model ensembles in the cloud, DOE's Water Power Technology Office's (WPTO) US Wave dataset, Development and validation of a high-resolution regional wave hindcast model for U.S. West Coast wave resource characterization, High-Resolution Regional Wave Hindcast for the U.S. West Coast, Department of Energy's Open Energy Data Initiative (OEDI), Tracking the Sun Pricing and Design Trends for Distributed Photovoltaic Systems in the United States: 2019 Edition, The Distributed Generation Market Demand Model (dGen):Documentation, Lawrence Berkeley National Laboratory (LBNL), On the Use of Coupled Wind, Wave, and Current Fields in the Simulation of Loads on BottomSupported Offshore Wind Turbines during Hurricanes, Exploring ENCODE data from EC2 with Jupyter notebook, New developments on the Encyclopedia of DNA Elements (ENCODE) data portal, ENCODE CTCF ChIP-seq data correlation across different cell types, Ingesting ENCODE data into TileDB with S3 backend, First Street Foundation (FSF) Flood Risk Summary Statistics, Validation of a 30 m resolution flood hazard model of the conterminous United States, Estimating Recent Local Impacts of Sea-Level Rise on Current Real-Estate Losses: A Housing Market Case Study in Miami-Dade, Florida, Enabling Immediate Access to Earth Science Models through Cloud Computing: Application to the GEOS-Chem Model, Running GEOS-Chem on Cloud Computing Platforms, presented at the 8th International GEOS-Chem Meeting, Tutorial on accessing GEOS-Chem data bucket in S3, Overview of the GEOSChem-on-cloud project, Atmospheric Chemistry Modeling Group, Harvard University, Extensive sequencing of seven human genomes to characterize benchmark reference materials, High-coverage, long-read sequencing of Han Chinese trio reference samples, NIH NCBI Sequence Read Archive (SRA) on AWS, National Center for Biotechnology Information (NCBI), Access SRA data using Amazon Web Services (AWS), NOAA High-Resolution Rapid Refresh (HRRR) Model, Querying OpenStreetMap with Amazon Athena, PlanetUtils (GitHub): Scripts and a Docker container to maintain your own OpenStreetMap planet, Refgenie: a reference genome resource manager, MichaÅ Stolarczyk, Vincent P Reuter, Jason P Smith, Neal E Magee, Nathan C Sheffield, Sentinel Hub WMS/WMTS/WCS Service by Sinergise, Meteorological Envionmental Earth Observation, UK Biobank Pan-Ancestry Summary Statistics, Pan-ancestry genetic analysis of the UK Biobank, Yale-CMU-Berkeley (YCB) Object and Model Set, Benchmarking in Manipulation Research: Using the Yale-CMU-Berkeley Object and Model Set, Berk Calli, Aaron Walsman, Arjun Singh, Siddhartha Srinivasa, Pieter Abbeel, Aaron M Dollar, The Closure Signature: A Functional Approach to Model Underactuated Compliant Robotic Hands, Maria Pozzi, Gionata Salvietti, João Bimbo, Monica Malvezzi, Domenico Prattichizzo, Pre-touch sensing for sequential manipulation, Boling Yang, Patrick Lancaster, Joshua R. Smith, Label Fusion: A Pipeline for Generating Ground Truth Labels for Real RGBD Data of Cluttered Scenes, Pat Marion, Peter R. Florence, Lucas Manuelli, Russ Tedrake, Visualizing Images from the Allen Mouse Brain Atlas, Genome-wide atlas of gene expression in the adult mouse brain, Basic Local Alignment Sequences Tool (BLAST) Databases, Gapped BLAST and PSI-BLAST: A New Generation of Protein Database Search Programs, Clinical resistance to crenolanib in acute myeloid leukemia due to diverse molecular rain rate, 1 hour, 3 hour, 6 hour, 24 hour The 1000 Genomes Project is an international collaboration which has established the most detailed catalogue of human genetic variation, including SNPs, structural variants, and their haplotype context. The eBird Status and Trends project generates estimates of bird The objective of the Mapa 3D Digital da Cidade (M3DC) of the São Paulo City Hall is to publish LiDAR point cloud data. This dataset, managed by the Office of the Chief Technology Officer (OCTO), through the Deb... biodiversitybiologyecosystemsgeospatiallandlife sciencesnatural resourcesurvey. Available composite parameters consist of radar reflectivity (DBZ), rainfall intensity (RR), and precipitation accumulation of 1, 12, and 24 hours. collected with 29 cameras with overlapping and non-overlapping biologyimaginglife sciencesneurobiologyneuroimaging. Training datasets include pairs of imagery and labels for different types of machine learning problems including image ... bioinformaticsbiologycoronavirusCOVID-19healthlife sciencesmedicineMERSSARS. synthesis, visualization, and exploration. is an update and expansion of the Eastern Wind Integration Data Set and Additionally, SpatioTemporal Asset Catalog metadata has were in a JSON file The National Centers for Environmental Prediction (NCEP) started the GEFS to address the nature of uncertainty in weather observations, which is used to initialize weather forecast models. VOiCES is a speech corpus recorded in acoustically challenging settings, Sign in to the AWS Management Console and open the Amazon S3 console at samples offering genomic, clinical, and drug response.This dataset contains open Clinical Supplement and RNA-Seq Gene Expression Quantification data.This dataset also contains controlled Whole Exome Sequencing (WXS) and R... A harmonized collection of the core data pertaining to COVID-19 reported cases by geography, in a format prepared for analysis, cancergenomiclife sciencesSTRIDEStranscriptomicswhole genome sequencing. CIFAR 10 and 100, Caltech 101, MNIST, Food-101, Oxford-102-Flowers, Oxford-IIIT-Pets, values of attribute y that mean yes are now 1, and all values that Quality Assurance - This data Archival soundscapes recorded in the rainforest landscapes of characteristic of each customer; for example, nr_employed indicates the customer's cancergenomiclife sciencesSTRIDESwhole genome sequencing. The discovery and annotation agricultureclimatemeteorologicalsustainabilityweather. The 2.8 million "open access" collections are a subset of the Smithsonianâs 155 million objects,... digital preservationfree softwareopen source softwaresource code. Those input datasets include the NASA Advanced Microwave Scanning Radiometer-EOS (AMSR-E), the JAXA Advanced Microwave Scanning Radiometer 2 (AMSR-2) on GCOM-W1, the Moderate Resolution Imaging Spectroradiometers (MODIS) on the NASA Aqua and Terra platforms, the US Navy microwave WindSat radiometer, the Advanced Very High Resolution Radiometer (AVHRR) on several NOAA satellites, and in situ SST observations from the NOAA iQuam project. Overview. The stations are independently owned and operated. Learn more about sharing data on AWS. of Drosophila melanogaster driver lines, aligned to standard templates, and stored in formats Sign up for the gnomAD mailing list here. Botanical specimens date from year 1770 to today, and form voucher collections that document the distribution and diversity of the world's flora through time, particularly that of NSW, Austalia and the Pacific.The data is used in biodiversity assessment, syste... deep learningdisaster responseearth observationearthquakesmachine learningsustainability. Today, SpaceNet hosts datasets Unzip the folder and save the banking.csv file to your computer. After you have The entire collecti... Community provided bathymetry data collected in collaboration with the International Hydrographic Organization. therapeutic targets and disease heterogeneity. Global ESTOFS has been developed to serve the marine navigation, weather forecasting, and disaster mitigation user communities. satellite imagery. Also, it hosts the required reference files for the Loss-Of-Function Transcript Effect Estimator (LOFTEE) plugin as it is commonly used with VEP. Global and high-resolution regional atmospheric models from Météo-France. Forecasts prepared by NWS field offices working in collaboration with the National Centers for Environmental Prediction (NCEP) are combined in the NDFD to create a seamless mosaic of digital forecasts from which operational NWS products are generated. The K2 mission observed 100 square degrees for 80 days each across 20 different pointings along the ecliptic, collecting high-precision photometry for a selection of targets within each field. 'books', 'appliances', etc.). Zone (EEZ). The data are provided in tsv format (per phenotype) and Hail MatrixTable (all phenotypes and variants). The Global Forecast System (GFS) is a weather forecast model produced control cells and circumstances in which a gene is active. I've been collecting salesrank for authors publishing through Amazon worldwide for almost a decade via the site NovelRank.com. Each record in the dataset contains the review text, the review title, the star rating, an anonymized reviewer ID, an anonymized product ID and the coarse-grained product category (e.g. Although other synthetic/real combination datasets exist, RarePlanes is the largest openly-available very high resolution dataset built to test the value of synthetic data from an overhead perspective. air qualityclimateenvironmentalmeteorologicalsustainabilityweather. It is operated by NOA... S-111 is a data and metadata encoding specification that is part of the S-100 Universal Hydrographic Data Model, an international standard for hydrographic data. making the data of great use in ongoing studies. produced by the National Centers for Environmental Prediction Center (NCEP) air qualityclimateenvironmentalgeospatialradiationsustainability. full), Dbpedia, Sogou News (Pinyin), Yahoo Answers, Wikitext 2 and Wikitext agriculturedisaster responseelevationgeospatiallidarsustainability. sensing (DAS) data collected as part of the Poroelastic Tomography (PoroTomo) The Sentinel-2 mission is CoversBR is the first large audio database with, predominantly, Brazilian music for the tasks of Covers Song They have an incentive to host the data sets, because they make you analyze them using their infrastructure (and pay them). Some data are more... earth observationenergygeospatialmeteorologicalsolarsustainability. groups of covers/versions, with an average of 3.88 versions per group. The repository contains all CBERS-4 MUX, AWFI, PAN5M and Additional data can be requested via Google Form, computer forensicscomputer securityCSIcyber securitydigital forensicsimage processingimaginginformation retrievalinternetintrusion detectionmachine learningmachine translationtext analysis, Disk images, memory dumps, network packet captures, and files for use in digital forensics research and education. increase in volume in the 1940s and again in deep learningmachine learningnatural language processingspeech recognition. Non-humorous-unbiased.csv containing Released to the public as part of the Department of Energy's Open Energy Data Initiative, This project creates a S3 repository with imagery acquired Please check dataset licenses and related documentation to determine if a dataset may be used for your application. The dataset includes all the major weather variables for atmosphere, land, ocean, sea ice, and ocean waves. If you have previously downloaded this dataset which included those variables please download the new version of the dataset and refrain from utilizing the problematic variables for analysis. Original StackExchange answers and their voice-friendly Reformulation. Released to the public as part of the Department of Energy's Open Energy Data Initiative, the National Renewable Energy Laboratory's (NREL) PV Rooftop Database (PVRDB) is a lidar-derived, geospatially-resolved dataset of suitable roof surfaces and their PV technical potential for 128 metropolitan regions in the United States. More information about Folding@home's COVID-19 research activities at the Folding@home COVID-19 page. product?". bioinformaticsbiologygenomicmappingmedicinereference indexwhole genome sequencing. In addition to the raw data, preprocessed data is also included for some datasets. the documentation better. Details of these datasets can be found at Details →. This product is available over the Contiguous United States (CONUS) with sensors currently deployed in Mexico, Chile, Puerto Rico and Costa Rica, More than 2,400 consistently analyzed genomes corresponding to over 1,100 unique ICGC donors are now freely available on Amazon S3 to credentialed researchers subject to ICGC data sharing policies. The complete index of all Folding@home datasets can be found here. data to the world to encourage the development of new algorithms This dataset is the same as the Sentinel-2 2015. Raw human and non-human primate neuroimaging data include 1) Structural MRI; 2) Functional MRI; 3) Diffusion Tensor Imaging; 4) Electroencephalogram (EEG) either television, music, or babble, was concurrently played with clean speech. The data are collected by two state of the art systems: UC Berkley's scanning rig and the Google scanner. From the CORGIS Dataset Project. Because The database primarily focuses on functional magnetic resonance imaging (fMRI) data, but also includes other imaging modalities including structural and diffusion MRI, electroencephalography (EEG), and magnetoencephalograpy (MEG). For examples of using the data check out the examples repository. has been validated by the NASA Science Team at Goddard Space Flight Center.Cautionary Note: https://airquality.gsfc.nasa.gov/caution-interpretation. a small subset of that which has been exported from the MWA data archive in Currently 313 receiver stations are providing data for an average of 384 radiosondes a day. Elevation datasets in New Jersey have been collected over several years as several Add to this registry. This dataset includes reviews (ratings, text, helpfulness votes), product metadata (descriptions, category information, price, brand, and image features), and links (also viewed/also bought graphs). Photogrammetric Engineering and Remote Sensing, 63(6)727-734. In the All Buckets list, create a bucket or choose the location The OHSU-CNL study offers the whole exome and RNA-sequencing on a cohort of 100 cases with rare The data are shared according to a Creative Commons CC0 license, providing a broad range of brain imaging data to researchers and citizen scientists alike. As such, the information is synthetic and may be used without prior authorization or IRB approval. Datasets are provided and maintained by a variety of third parties under a variety of licenses. downloadable microscopy image sets. The Binding Database projects aims to make experimental data on the noncovalent association of molecules in solution searchable via the WWW. The Operational Forecast System (OFS) has been developed to serve the maritime user community. This is part of the Terrain Corrected, tiled product suitable for analysis. Horizontal resolution drops to 44 miles Amazon Customer Reviews (a.k.a. points, which is used by the operational forecasters who predict weather from thousands of wild, cultivated, and landrace sunflower Thanks for letting us know this page needs work. The attribute The Cancer Cell Line Encyclopedia (CCLE) project is an effort to conduct a detailed genetic The output produces 3D concentration fields and aerosol optical thickness. license details for each dataset. The 1.43 million preserved plant specimens have been captured as high-resolution images and the biodiversity metadata associated with each of the images captured in digital form. 2. Datasets are shared according to a Creative Commons CC0 or CC-BY licenses. the National Solar Radiation Database (NSRDB) is Can be used when aligning and analysing raw DNA sequencing data. The International Computer Science Institute (ICSI) and Lawrence Livermore National Laboratory are producing and distributing a core set of derived feature sets and annotations as part of an effort to enable large-scale video search capabilities. The bin images in this dataset are captured as robot units carry pods as part of normal Amazon Fulfillment Center operations. The International Cancer Genome Consortium (ICGC) coordinates projects with the common aim of accelerating research into the causes and control of cancer. stars and galaxies on the evolution of the u... bioinformaticsbiologygeneticgenomiclife sciences. MinitabⓇ Data Set. The SAR sensors are installed on a two-satellite (Sentinel-1A and Sentinel-1B) constellation orbiting the Earth with a combined revisit time of six days, operated by the European Space Agency. Istanbul Stock Exchange – With data taken from imkb.gov.tr and finance.yahoo.com, this dataset was created to test predictive algorithms. Met Office atmospheric model data, whilst also experiencing a transformative method of requesting All the patients of this dataset are female, and at least 21 years old. Single-cell transcriptomics of 20 mouse organs creates a Tabula Muris. composite at 0.25 degree resolution for the temporal range of 2004 to May using machine learning models on high-resolution worldwide Digital Globe bservation time; and other attributes/metadata.
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