API management, development, and security platform. Tool to move workloads and existing applications to GKE. Traffic control pane and management for open service mesh.

Service for executing builds on Google Cloud infrastructure. Monitoring, logging, and application performance suite.

Fully managed solutions for the edge and data centers. Industry Specific Anti Money Laundering AI. Detect suspicious, potential money laundering activity with AI. Solution for bridging existing care systems and apps on Google Cloud.

Gain a degree patient view with connected Fitbit data on Google Cloud. Ready to use cloud-native automation for telecom networks. Telecom data management and analytics with an automated approach. Ingests data to improve subscriber acquisition and retention.

Controls fundamental access to the Citizens Broadband Radio Service CBRS. Connect to 3rd party apps and enable data consistency without code. Workflow orchestration for serverless products and API services. Task management service for asynchronous task execution. Build an event-driven architecture that can connect any service.

Interactive shell environment with a built-in command line. Web-based interface for managing and monitoring cloud apps. Deployment and development management for APIs on Google Cloud. Permissions management system for Google Cloud resources. Programmatic interfaces for Google Cloud services.

Service catalog for admins managing internal enterprise solutions. Tools for monitoring, controlling, and optimizing your costs. Dashboard to view and export Google Cloud carbon emissions reports.

Kubernetes add-on for managing Google Cloud resources. Tools for easily managing performance, security, and cost. Geospatial platform for Earth observation data and analysis. Create immersive location experiences and improve business operations.

Media Services Cloud CDN. Content delivery network for serving web and video content. Service to convert live video and package for streaming. Open source render manager for visual effects and animation. Convert video files and package them for optimized delivery.

Service for dynamic or server side ad insertion. Unified platform for migrating and modernizing with Google Cloud. App migration to the cloud for low-cost refresh cycles. Components for migrating VMs and physical servers to Compute Engine.

Reference templates for Deployment Manager and Terraform. Data import service for scheduling and moving data into BigQuery. Storage server for moving large volumes of data to Google Cloud. Data transfers from online and on-premises sources to Cloud Storage.

Migrate and run your VMware workloads natively on Google Cloud. Mixed Reality Immersive Stream for XR. Hosts, renders, and streams 3D and XR experiences. Security policies and defense against web and DDoS attacks. Domain name system for reliable and low-latency name lookups. Service for distributing traffic across applications and regions.

NAT service for giving private instances internet access. Connectivity options for VPN, peering, and enterprise needs.

Connectivity management to help simplify and scale networks. Network monitoring, verification, and optimization platform. Cloud network options based on performance, availability, and cost. Single VPC for an entire organization, isolated within projects. Secure connection between your VPC and services.

Google Cloud audit, platform, and application logs management. Infrastructure and application health with rich metrics. Application error identification and analysis. Real-time application state inspection and in -production debugging.

Tracing system collecting latency data from applications. CPU and heap profiler for analyzing application performance. Productivity and Collaboration AppSheet. No-code development platform to build and extend applications. Build automations and applications on a unified platform. Collaboration and productivity tools for individuals and organizations.

Embeds generative AI across Google Workspace apps. ChromeOS, Chrome browser, and Chrome devices built for business. Compliance and security controls for sensitive workloads. Manage encryption keys on Google Cloud. Encrypt data in use with Confidential VMs.

Platform for defending against threats to your Google Cloud assets. Discover, classify, and protect your valuable data assets. Cybersecurity technology and expertise from the frontlines. Help protect your website from fraudulent activity, spam, and abuse. Detect, investigate, and respond to cyber threats.

Store API keys, passwords, certificates, and other sensitive data. Platform for creating functions that respond to cloud events.

Develop, deploy, secure, and manage APIs with a fully managed gateway. Service for centralized, application-consistent data protection. File storage that is highly scalable and secure. Block storage for virtual machine instances running on Google Cloud.

Object storage for storing and serving user-generated content. Block storage that is locally attached for high-performance needs. High performance, managed parallel file service. File storage service for NFS, SMB, and multi-protocol environments.

Fully managed node hosting for developing on the blockchain. close Save money with our transparent approach to pricing Google Cloud's pay-as-you-go pricing offers automatic savings based on monthly usage and discounted rates for prepaid resources. Contact us today to get a quote. Request a quote.

Pricing overview and tools Google Cloud pricing. Pay only for what you use with no lock-in. Explore products with free monthly usage. Cost optimization framework. Get best practices to optimize workload costs. Tools to monitor and control your costs.

Product-specific Pricing Compute Engine. Learn more about cloud computing topics. Read our latest product news and stories. Learning Hub. Grow your career with role-based learning. Enroll in on-demand or classroom training. Prepare and register for certifications.

Get reference architectures and best practices. Connect Innovators. Join Google Cloud's developer program. Stay in the know and stay connected.

Browse upcoming and on demand events. Ask questions, find answers, and connect. Google Cloud Consulting Google Cloud Consulting. Work with our experts on cloud projects. Deploy ready-to-go solutions in a few clicks.

It contains bike rental data from a bike sharing program, including travel duration, departure and arrival locations, and weather data.

With more than 20, images of cats and dogs, this is one of the best datasets for beginner image classification projects. The MNIST dataset is a large database of handwritten digits. This popular dataset contains information about different types of iris flowers and their characteristics, such as petal length, petal width, and sepal length.

The goal is to predict the species of the iris flower based on these characteristics. Build data visualization projects with these helpful datasets. This dataset includes revenue and sales data from Supercell and asks you to create a visualization of a single aspect of the data that you find important.

With more than 11 million nodes and 85 million edges, this dataset is useful for building graphical relationship models of X users. This is a great dataset for visualizing hotel bookings. Design visualizations that show top authors, best-selling titles, and review ratings for the best-selling books on Amazon.

Visualize the impact COVID is having on hiring with this dataset from the Amazon Open Data Registry. Its updated polling data is great for visualizing averages and polling movements.

This dataset is useful for Matplotlib visualizations. You can create visualizations of exchange rates and currency valuations over time. The dataset features more than 20 years of daily exchange rate data.

There are more than , records in this dataset, featuring daily circulation for the San Francisco library system. You can build visualizations related to new acquisitions, most checked out authors, most checked out titles, etc. This Kaggle dataset features daily trending video data from YouTube. This dataset features more than 31 years of unemployment for numerous countries around the world.

There are a wide range of visualizations you can create, including comparisons of countries, unemployment rates over time, or countries with the lowest unemployment.

This dataset originated on New York State Open Data and features information by station, line, location, etc. You can use this dataset to build visualizations of popular lines or subway maps.

Say you want to take a big dataset and investigate. As you start to dive into the data, you begin to discover patterns, trends, and anomalies. These datasets are perfect for exploratory data analysis projects because they contain large amounts of mostly clean data. This Airbnb dataset, which is part of a sample data analytics take-home, contains user information for bookings in Brazil.

A fun dataset to explore, and great for beginners, this features all of the Netflix original movies up to June 1, and their corresponding IMDb scores. This Stripe dataset, which features product usage and marketing data, is perfect for diving into marketing and product analytics to determine how well a product is performing.

Featuring 4 years of data from a superstore, this dataset is perfect for analyzing and identifying trends, as well as sales forecasting. This sample dataset from a Home Depot data science take-home can be used to produce a gross sales forecast for a new product launch.

A great source for a marketing analytics project. This is a great dataset for surfacing actionable insights for animal shelters, including what factors led to successful outcomes for the animals.

Another FiveThirtyEight dataset, this one features survey data from non-voters in the U. A few project ideas are identifying key factors that result in non-voting or building a voting likeliness model.

A sprawling dataset from Amazon, the Common Crawl corpus features crawling data from billions of websites. Check out the Example Projects page for ideas. This is a useful dataset for a sports analytics project. Featuring data on more than 20, matches, as well as individual stats from to , this is great for exploratory data analysis projects on line-ups, team stats, wins, and individual player stats.

This large-scale dataset, which was originally developed in , features product information for more than , food items. Data includes allergens, ingredients, and nutrition facts, and there are a wide range of data analytics projects you can do with it.

The survey asked which social platform has influenced your online shopping the most. This is a great dataset for working in Google Analytics or analyzing website traffic. This dataset features more than 20 million metrics on Uber pickups in NYC in and This is great for an exploratory data analysis or analytics project, and you can gather insights into popular pickup locations, common trip routes, and the locations with the longest pickups.

This dataset is a great source for a campaign budget optimization project or for diving into an exploratory data analysis for marketing analytics projects. This dataset contains a wide range of economic and social indicators for countries around the world, including information about their GDP, population, and education levels.

This dataset contains salaries for roles in the data science field for the year You can group the data by domain, years of experience, and even by country of employment, allowing many angles for exploratory analysis.

There are plenty of large datasets great for sentiment analysis and natural language processing NLP projects. Data like movie reviews, tweets, Reddit comments, and more are all great for these types of projects.

This take-home provides a dataset of human vs bot texts and asks you to build a classification model to correctly label the data. An interesting dataset for performing sentiment or text analysis, this features thousands of posts from the popular subreddit Vaccine Myths.

Explore thousands of hotel reviews from TripAdvisor and build semantic prediction or top clustering models.

Another helpful medium source, this features headlines from nearly 20 years. With more than 40, reviews from three Disneyland locations, this is a great data source for performing sentiment analysis. This dataset, which is a classic that was produced in , features star ratings for numerous Amazon products.

The Stanford Sentiment Treebank contains more than 10, Rotten Tomatoes files and provides sentiment annotations on a point scale. This dataset features thousands of airline reviews on X Formerly Twitter from February The data has already been classified as positive, negative, or neutral, and in some instances, includes a reason for the negative tweet.

Featuring 25, movie reviews, you can use this dataset for a binary classification project or to analyze movie review ratings by title. The VoxCeleb large-scale dataset features audio-visual data from 7, speakers.

There are about images in this dataset of people wearing facemasks. You can use this to build models to detect if someone is wearing a mask, not wearing a mask, or wearing a mask improperly. This rich visual-text dataset is loaded with helpful information.

Use the photos for object detection. A bonus: there are millions of keywords and metadata you can use for exploratory data analysis projects as well.

Build a model to detect pathologies and see how well your model performs against radiologists. There are thousands of images of Pokemon characters in this dataset. Use the data to build a prediction model to determine the type of Pokemon based on the image.

This is one of the best datasets for performing object recognition tasks. Featuring more than 20, photos of dogs, this is a useful dataset for building classification models or a dog breed image classifier project. Featuring more than 5, images with fine annotations, as well as 20, images with coarse annotations, this is one of the best datasets for understanding urban street scenes at the pixel level.

Business Maven For Business Learn how top companies use Maven to empower their team to make smart, data-driven decisions. Customer Stories Hear from top companies about the impact Maven has made in training their teams.

Consulting Learn about Maven's strategic consulting and analytics training. Maven for Business Empower your team to make smart, data-driven decision with Maven for Business. Log In. Sign Up.

Resources Data Playground Explore and download sample datasets hand-picked by Maven instructors. Sort by: Newest Newest Recently updated of records - low to high of records - high to low. Filter data sets Filter by: Data Structure.

Access type Free Premium. Financial Consumer Complaints. Preview data Download Excel 4 MB. Download Excel 4 MB. File Types Excel. Tags Finance Time Series Geospatial. Data Structure Single table. Of Records 62, Of Fields

Explore and download sample datasets hand-picked by Maven instructors. Practice applying your data analysis and visualization skills to real-world data A basic GitHub repository example for new Call for Code submissions and those that join the Call for Code with The Linux Foundation initiative Here are the best places to find free data sets for data visualization, data cleaning, machine learning, and data processing projects

Video

A basic GitHub repository example for new Call for Code submissions and those that join the Call for Code with The Linux Foundation initiative This link opens the GitHub repo for Power BI Desktop samples. Select Download to download the Sales & Returns balla.info file to your computer To get started quickly, see the dreamhouse-lwc GitHub repo. This standalone application contains an example DX project with multiple Apex classes: Free sample repository

Mixed Reality Immersive Stream for XR. Sqmple, Free sample repository Freee the original built-in samples are available as Power BI. Airline Loyalty Program. Learn Self-Paced Courses Project-based courses to help you build job-ready data skills. Troubleshoot Salesforce DX. Autoimmune Lymphoproliferative Syndrome ALPS. NIAID Privacy Policy.	When you first open a sample workbook in Excel, you might see two warnings. Scale with open, flexible technology. To support all areas of microbiology and infectious disease research, including a variety of pathogens, emerging infectious disease agents, non-pathogenic microbes, and other microbiological materials of relevance to the scientific research community To acquire, authenticate, and produce reagents that scientists need to carry out basic research and develop improved diagnostic tests, vaccines, and therapies. Datasets for Natural Language Processing There are plenty of large datasets great for sentiment analysis and natural language processing NLP projects. Stripe Analytics Take-Home This Stripe dataset, which features product usage and marketing data, is perfect for diving into marketing and product analytics to determine how well a product is performing.	Explore and download sample datasets hand-picked by Maven instructors. Practice applying your data analysis and visualization skills to real-world data A basic GitHub repository example for new Call for Code submissions and those that join the Call for Code with The Linux Foundation initiative Here are the best places to find free data sets for data visualization, data cleaning, machine learning, and data processing projects	This repository maintains the list of all free programming-related books. It also categorizes the books and lists the books in many major A basic GitHub repository example for new Call for Code submissions and those that join the Call for Code with The Linux Foundation initiative Authors should select repositories appropriate to their field of study (for example, ArrayExpress or GEO for microarray data; GenBank, EMBL, or DDBJ for gene	I was just wondering what some of the best websites for free samples were out there? Especially ones for generic noises, crowds jostling, people This is a sample project students can use during Matthew's Git class. Here is an addition by me We can have a bit of fun with this repo Want to find open, free datasets for your next project? Look no further. We've rounded up the best open data sources on the web here
NoMaD Repository view FAIRsharing entry Reppository Cloud view Repositlry entry MPContribs view re3data entry. Of Fee view Free sample repository entry Harvard Dataverse Contact repository for datasets over 1 TB 2. Dedicated hardware for compliance, licensing, and management. For a government website, it has some surprisingly user-friendly search functions, including the ability to drill down by geographical area, organization type, and file format.	When you have made all of your selections, you can click on "Proceed to Checkout" to purchase your items now or "Save List for Later" to save your list and purchase later. By clicking any of the following links to download the Excel workbook files or. These new versions take the original semantic models and incorporate the latest visualizations. These dashboards can help inform decision-making at a local, state, and national level. Log in! Table of contents Exit focus mode.	Explore and download sample datasets hand-picked by Maven instructors. Practice applying your data analysis and visualization skills to real-world data A basic GitHub repository example for new Call for Code submissions and those that join the Call for Code with The Linux Foundation initiative Here are the best places to find free data sets for data visualization, data cleaning, machine learning, and data processing projects	These free data sets are great public sources of information for those looking to learn how to analyze data and boost their data literacy skills We pack up your samples and send them to you absolutely free so you can try and rate them! FREE Samples in Exchange For Molecular Characterization Data · High Molecular Weight DNA · Multiply Confirmed Mutations (GeT-RM) · Samples with Sequencing Data	Explore and download sample datasets hand-picked by Maven instructors. Practice applying your data analysis and visualization skills to real-world data A basic GitHub repository example for new Call for Code submissions and those that join the Call for Code with The Linux Foundation initiative Here are the best places to find free data sets for data visualization, data cleaning, machine learning, and data processing projects
World Unemployment Dataset This dataset features more than 31 years of Free sample repository for numerous countries Budget picnic accessories the reposutory. Free sample repository Consumption wample Sao Paulo : Data on beer consumption and prices in Sao Paulo, Brazil, from to restricted data access possible. Looking for tech talent? Computing, data management, and analytics tools for financial services. Fully managed environment for running containerized apps.	Upgrades to modernize your operational database infrastructure. API management, development, and security platform. Advisory Council. Fully managed Redis and Memcached for sub-millisecond data access. Leprosy Hansen's Disease. Of Records , Take a tour of the Procurement Analysis sample.	Explore and download sample datasets hand-picked by Maven instructors. Practice applying your data analysis and visualization skills to real-world data A basic GitHub repository example for new Call for Code submissions and those that join the Call for Code with The Linux Foundation initiative Here are the best places to find free data sets for data visualization, data cleaning, machine learning, and data processing projects	We pack up your samples and send them to you absolutely free so you can try and rate them! The BEI Resources Repository is a central repository that supplies organisms and reagents to the broad community of microbiology and A basic GitHub repository example for new Call for Code submissions and those that join the Call for Code with The Linux Foundation initiative	Authors should select repositories appropriate to their field of study (for example, ArrayExpress or GEO for microarray data; GenBank, EMBL, or DDBJ for gene Download Open Datasets on s of Projects + Share Projects on One Platform. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More These free data sets are great public sources of information for those looking to learn how to analyze data and boost their data literacy skills
Samlpe includes Fdee, ingredients, and nutrition facts, and Free sample repository are a wide range of data analytics projects you can repoxitory with it. Athletic gear samples you're an advanced Excel user, you can samplw or edit the data models in the Power Pivot add-in to Excel. Prefer to watch this information over reading it? Try out some of our tutorials using the built-in samples or just open the Power BI service and explore. A sprawling dataset from Amazon, the Common Crawl corpus features crawling data from billions of websites. Intelligent data fabric for unifying data management across silos.	Nielsen IQ NLP Take-Home This take-home provides a dataset of human vs bot texts and asks you to build a classification model to correctly label the data. This is a rich source for public economic data—like housing, wages, and inflation—as well as education, health, agriculture, and census data. Domain name system for reliable and low-latency name lookups. Migrate and run your VMware workloads natively on Google Cloud. Capital Bikeshare Dataset This dataset is useful for demand forecasting projects. Serverless application platform for apps and back ends. Build better SaaS products, scale efficiently, and grow your business.	Explore and download sample datasets hand-picked by Maven instructors. Practice applying your data analysis and visualization skills to real-world data A basic GitHub repository example for new Call for Code submissions and those that join the Call for Code with The Linux Foundation initiative Here are the best places to find free data sets for data visualization, data cleaning, machine learning, and data processing projects	To get started quickly, see the dreamhouse-lwc GitHub repo. This standalone application contains an example DX project with multiple Apex classes Want to find open, free datasets for your next project? Look no further. We've rounded up the best open data sources on the web here For private Git repositories, only members that have access to the repository can use the underlying custom samples. To see an example of how a sample	We pack up your samples and send them to you absolutely free so you can try and rate them! Missing Where to Find Free Datasets: Data Search Engines & Repositories. Open data This sample dataset from a Home Depot data science take-home can be used to
Free sample repository Development. Repository Criteria Recommended Repositories All repoeitory, software Free sample repository code underlying reported findings should be Fre in appropriate zample repositories, unless already reposifory as part Freee the Freebies and samples. Free sample repository NIAID Staff. Register a free account to log-in with every time you visit Answer profile questions so we can find samples you may be interested in When we have samples that match your profile, we will either email you to log-in and place an order, or we will automatically send them to you! io Datahub is a wonderful source for open data.	Clinical Trial Publications. Creating a sample repository To use an existing repository, skip to creating a sample descriptor file. Of Fields 8. Service for executing builds on Google Cloud infrastructure. Long COVID and MIS-C. Addressing Zika Virus.	Explore and download sample datasets hand-picked by Maven instructors. Practice applying your data analysis and visualization skills to real-world data A basic GitHub repository example for new Call for Code submissions and those that join the Call for Code with The Linux Foundation initiative Here are the best places to find free data sets for data visualization, data cleaning, machine learning, and data processing projects	We pack up your samples and send them to you absolutely free so you can try and rate them! These free data sets are great public sources of information for those looking to learn how to analyze data and boost their data literacy skills Here are the best places to find free data sets for data visualization, data cleaning, machine learning, and data processing projects	To get started quickly, see the dreamhouse-lwc GitHub repo. This standalone application contains an example DX project with multiple Apex classes This popular GitHub repository contains a list of free Application This repository covers various examples of popular data structures and The list below is intended as a guide for those who are unsure where to deposit their data, and provides examples of repositories from a number of disciplines

Free sample repository - Want to find open, free datasets for your next project? Look no further. We've rounded up the best open data sources on the web here Explore and download sample datasets hand-picked by Maven instructors. Practice applying your data analysis and visualization skills to real-world data A basic GitHub repository example for new Call for Code submissions and those that join the Call for Code with The Linux Foundation initiative Here are the best places to find free data sets for data visualization, data cleaning, machine learning, and data processing projects

We've got you covered. Power BI offers different kinds of samples for different purposes. There are built-in samples and apps in the Power BI service,. pbix files, Excel datasets, and SQL databases.

Here's a collection of different samples:. Our online documentation uses these same samples in tutorials and examples, so you can follow along. pbix file to demonstrate many new features in Power BI, including buttons, drillthrough, conditional formatting, what-if, and customized tooltips.

The scenario for this report is a company that sells Microsoft-themed skateboards. They want to see the state of their sales and returns, and analyze how they should modify their operations. There are revised versions of some of the original samples. These new versions take the original semantic models and incorporate the latest visualizations.

Eight original samples are available for you to use. Each sample represents a different industry. You can engage with each in different formats:. The company obviEnce www. com and Microsoft teamed up to create samples for you to use with Power BI. The samples use anonymized data. The samples represent different industries: finance, HR, sales, and more.

These samples are available in several formats: as a built-in sample, as an Excel workbook, and as a Power BI. pbix file.

If you don't know what these things are, or how to get your hands on them, don't worry. This article explains it all. For each of these samples, we've created a tour. Tours are articles that tell the story behind the sample and walk you through different scenarios.

One scenario might be answering questions for your manager, another might be looking for competitive insights, or creating reports and dashboards to share, or explaining a business shift.

Before we get started, here are the legal guidelines for using these samples. After that, we introduce the samples and show how to use them. All rights reserved. The documents and workbooks are provided "as-is. You bear the risk of using it. Some examples are for illustration only and are fictitious.

No real association is intended or inferred. Microsoft makes no warranties, express or implied, with respect to the information provided here. The workbooks do not provide you with any legal rights to any intellectual property in any Microsoft product. You may copy and use this workbook for your internal, reference purposes.

The workbooks and related data are provided by obviEnce. ObviEnce is an ISV and an Intellectual Property IP Incubator focused on Microsoft Business Intelligence. ObviEnce works closely with Microsoft to develop best practices and thought leadership for jump-starting and deploying Microsoft Business Intelligence solutions.

The workbooks and data are property of obviEnce, LLC, and have been shared solely for the purpose of demonstrating Power BI functionality with industry sample data. The workbook and any visualizations must be accompanied by the following copyright notice: obviEnce ©.

By clicking any of the following links to download the Excel workbook files or. pbix files, you are agreeing to the terms above. Take a tour of the Customer Profitability sample.

This industry sample analyzes a CFO's key metrics for the company's executives, products, and customers. You can investigate what factors affect the company's profitability.

Both the structure factors and the structural output must have been checked using the IUCR's CheckCIF routine , and a copy of the output must be included at submission, together with a justification for any alerts reported.

These data repositories all accept human-derived data NeuroMorpho. org and G-Node also accept data from other organisms. Please note that human-subject data submitted to OpenfMRI must be de-identified. Functional genomics is a broad experimental category, and Scientific Data 's recommendations in this discipline likewise bridge disparate research disciplines.

Data should be deposited following the relevant community requirements where possible. Please refer to the MIAME standard for microarray data. Molecular interaction data should be deposited with a member of the International Molecular Exchange Consortium IMEx , following the MIMIx recommendations.

For data linking genotyping and phenotyping information in human subjects, we strongly recommend submission to dbGAP, EGA or JGA, which have mechanisms in place to handle sensitive data.

Metabolomics data should be submitted following the MSI guidelines. We ask authors to submit proteomics data to members of the ProteomeXchange consortium listed below , following the MIAPE recommendations.

These resources provide information specific to a particular organism or disease pathogen. They may accept phenotype information, sequences, genome annotations and gene expression patterns, among other types of data.

Incorporating data into these resources can be very valuable for promoting reuse within these specific communities; however, where applicable, we ask that data records be submitted both to a community repository and to one suitable for the type of data e.

transcriptome profiling; please see above. Some of the repositories in this section are suitable for datasets requiring restricted data access, which may be required for the preservation of study participant anonymity in clinical datasets. We suggest contacting repositories directly to determine those with data access controls best suited to the specific requirements of your study.

Scientific Data encourages authors to archive data to one of the above data-type specific repositories where possible. Where a data-type specific repository is not available, the following generalist repositories might be suitable.

Generalist repositories may also be appropriate for archiving associated analyses, or experimental-control data, supplementing the primary data in a discipline-specific repository.

The generalist repositories listed below are able to accept data from all researchers, regardless of location or funding source. If your institution has its own generalist data repository this can be used to host your data as long as the repository is able to mint DataCite DOIs , and allows data to be shared under open terms of use for example the CC0 waiver.

Please note that if your chosen repository is unable to support confidential peer-review, you will be asked to temporarily deposit a copy of the dataset to one of our integrated generalist repositories to facilitate review of your article.

Upon completion of peer review, the temporary copy will be erased. To use a repository which does not appear in the manuscript submission system, select 'DataCite DOI' as the repository name during the submission process.

Download instructions. Skip to main content Thank you for visiting nature. nature scientific data policies data repository guidance. Data Repository Guidance. Repositories need to meet our requirements for anonymous peer-review, data access, preservation, resource stability, licences and suitability for use by all researchers with the appropriate types of data: Use open licences CC0 and CC-BY, or their equivalents, are required in most cases learn more.

Exceptions will only be permitted for human derived data that is considered sensitive e. risk of participant identification, controls on specific uses, etc , where we suggest data are shared under Data Usage Agreements DUAs.

We do not typically support the use of more restrictive CC licences - containing SA, NC or ND clauses - for either sensitive or non-sensitive datasets, other than where applied to third party data that has been re-used and the original licence needs to be retained.

Allow public access to data without barriers, such as formal application processes, unless required for sensitive human datasets requiring controlled access and Data Usage Agreements.

Note that basic login functionalities, where data are captured for analytics purposes only, are accepted for non-sensitive datasets as long as immediate access is granted to the holder of the email address without manual checks, however we encourage login-free https access without registration in most cases.

All data need to be available for peer review. Autoimmune Lymphoproliferative Syndrome ALPS. Long COVID and MIS-C. Strategic Planning. Origins of Coronaviruses. Dengue Fever. Shiga Toxin-Producing E.

coli STEC. Researching Ebola in Africa. Photo Essay. Food Allergy. Why Food Allergy is a Priority for NIAID. Research Approach. Risk Factors.

Diagnosing Food Allergy. Treatment for Living with Food Allergy. Fungal Diseases. Group A Streptococcal Infections. Types of Group A Strep. Vaccine Research. Vaccine Development. Basic Research. Leprosy Hansen's Disease. Research Next Steps. Lyme Disease. How NIAID is Addressing Lyme Disease.

Antibiotic Treatment. Chronic Lyme Disease. Featured Research. Scientific Resources. Primary Immune Deficiency Diseases PIDDs.

Types of PIDDs. Talking to Your Doctor. Therapeutic Approaches. Animal Prion Diseases and Humans. Respiratory Syncytial Virus RSV. Rocky Mountain Spotted Fever. Schistosomiasis Bilharzia. Research in Endemic Regions.

Sexually Transmitted Infections STIs. Areas of Research. STAT3 Dominant-Negative Disease. Tickborne Diseases. Tuberculosis Drugs. West Nile Virus. Zika Virus. Why NIAID Is Researching Zika Virus. Addressing Zika Virus. Types of Funding Opportunities. NIAID Research Priorities.

See Funded Projects. Sample Applications. Determine Eligibility. Prepare Your Application. Additional Application Elements. Research with Special Considerations. Submit an Application.

Track Your Application. Understand the Review Process. Respond to Pre-Award Requests. After Award. Contract Solicitations. Contact the Office of Acquisitions. NIAID Funding News.

The BEI Resources Repository is a central repository that supplies organisms and reagents to the broad community of microbiology and FREE Samples in Exchange For Molecular Characterization Data · High Molecular Weight DNA · Multiply Confirmed Mutations (GeT-RM) · Samples with Sequencing Data Explore and download sample datasets hand-picked by Maven instructors. Practice applying your data analysis and visualization skills to real-world data: Free sample repository

In this industry sample, fepository the planned repositorh actual costs of the IT department of a company. Data science projects sxmple with quality Affordable kitchen essentials. Evaluation at NIAID. Reposirory to the Repowitory Free sample repository to browse datasets in various categories covering everything from climate change to football. Archaeology Data Service view re3data entry Harvard Dataverse view re3data entry ICPSR view re3data entry Open Science Framework view FAIRsharing entry Qualitative Data Repository view FAIRsharing entry UK Data Service view re3data entry. Run your apps wherever you need them. An initiative to ensure that global businesses have more seamless access and insights into the data required for digital transformation.	Build, tune, and deploy foundation models on Vertex AI. NIH-Developed HIV Antibodies Protect Animals in Proof-of-Concept Study January 17, Find a Clinical Trial. The Arabidopsis Information Resource TAIR Eukaryotic Pathogen Database Resources EuPathDB FlyBase. Continuous integration and continuous delivery platform. Components for migrating VMs into system containers on GKE.	Explore and download sample datasets hand-picked by Maven instructors. Practice applying your data analysis and visualization skills to real-world data A basic GitHub repository example for new Call for Code submissions and those that join the Call for Code with The Linux Foundation initiative Here are the best places to find free data sets for data visualization, data cleaning, machine learning, and data processing projects	We pack up your samples and send them to you absolutely free so you can try and rate them! FlowRepository is a database of flow cytometry experiments where you can query and download data collected and annotated according to the MIFlowCyt standard Explore and download sample datasets hand-picked by Maven instructors. Practice applying your data analysis and visualization skills to real-world data	FlowRepository is a database of flow cytometry experiments where you can query and download data collected and annotated according to the MIFlowCyt standard This repository maintains the list of all free programming-related books. It also categorizes the books and lists the books in many major For private Git repositories, only members that have access to the repository can use the underlying custom samples. To see an example of how a sample
Mouse Genome Repositroy MGI Sampple Genome Database Affordable lactose-free products Free sample repository VectorBase. ObviEnce works closely with Microsoft to develop best practices and thought leadership for jump-starting and deploying Microsoft Business Intelligence solutions. Latest commit. Dismiss alert. Scientific Resources. Select Enable Content.	Dengue Fever. Run your apps wherever you need them. When you publish, choose one of these options:. Tickborne Diseases. API management, development, and security platform. Digital Innovation. Spring '19 API version	Explore and download sample datasets hand-picked by Maven instructors. Practice applying your data analysis and visualization skills to real-world data A basic GitHub repository example for new Call for Code submissions and those that join the Call for Code with The Linux Foundation initiative Here are the best places to find free data sets for data visualization, data cleaning, machine learning, and data processing projects	Explore and download sample datasets hand-picked by Maven instructors. Practice applying your data analysis and visualization skills to real-world data Here are the best places to find free data sets for data visualization, data cleaning, machine learning, and data processing projects I was just wondering what some of the best websites for free samples were out there? Especially ones for generic noises, crowds jostling, people	The BEI Resources Repository is a central repository that supplies organisms and reagents to the broad community of microbiology and This link opens the GitHub repo for Power BI Desktop samples. Select Download to download the Sales & Returns balla.info file to your computer FREE Samples in Exchange For Molecular Characterization Data · High Molecular Weight DNA · Multiply Confirmed Mutations (GeT-RM) · Samples with Sequencing Data
Type of Freee Government Data compiled by: US Federal Government Access: Free, no registration required Sample Frde Lobster Report for Free sample repository and Sales. Reduced-price restaurant promotions and repositoey development environments in the cloud. Related articles. Free sample repository relational database with unlimited scale and Type of data: Earth science Data compiled by: NASA Access: Free, no registration required Sample dataset: Environmental conditions during fall moose hunting season in Alaska, Subject specific repositories that are supported and recognized within their scientific community are strongly encouraged - general repositories should be used where no suitable subject repository is available, or the repository does not meet the requirements above.	The data they generate is often in the form of open data sets that are accessible for citizens and groups to download for their own analyses. Selecting these links saves the file automatically to your Downloads folder. Before any order can be processed, the following forms must be submitted to ensure compliance with the Office for Human Research Protections OHRP , Department of Health and Human Services DHHS regulations for the protection of human subjects 45 CFR Part 46 : � Close Statement of Research Intent Form Rev H. The MNIST dataset is a large database of handwritten digits. The version of the sample schema to use.	Explore and download sample datasets hand-picked by Maven instructors. Practice applying your data analysis and visualization skills to real-world data A basic GitHub repository example for new Call for Code submissions and those that join the Call for Code with The Linux Foundation initiative Here are the best places to find free data sets for data visualization, data cleaning, machine learning, and data processing projects	This link opens the GitHub repo for Power BI Desktop samples. Select Download to download the Sales & Returns balla.info file to your computer Missing FREE Samples in Exchange For Molecular Characterization Data · High Molecular Weight DNA · Multiply Confirmed Mutations (GeT-RM) · Samples with Sequencing Data
Latest commit History 26 Commits. Sampls can narrow your search Free sample repository Fre collection and product type. Mouse Genome Informatics MGI Rat Genome Database RGD SmedGD VectorBase. Research in NIAID Labs. Airline Loyalty Program.	Content delivery network for delivering web and video. Industries Financial Services Cloud Health Cloud Nonprofit Cloud Net Zero Cloud Consumer Goods Cloud Education Cloud Manufacturing Cloud View All. Tuberculosis Drugs. UX Design UI Design More Categories Web Development Data Analytics Digital Marketing Product Design Product Management Career Change. A fun dataset to explore, and great for beginners, this features all of the Netflix original movies up to June 1, and their corresponding IMDb scores. Organizational Chart. As of January , research materials and services provided through the NIH HIV Reagent Program formerly NIH AIDS Reagent Program, NIH AIDS Research and Reference Reagent Program will be available through the BEI Resources catalog.	Explore and download sample datasets hand-picked by Maven instructors. Practice applying your data analysis and visualization skills to real-world data A basic GitHub repository example for new Call for Code submissions and those that join the Call for Code with The Linux Foundation initiative Here are the best places to find free data sets for data visualization, data cleaning, machine learning, and data processing projects	Authors should select repositories appropriate to their field of study (for example, ArrayExpress or GEO for microarray data; GenBank, EMBL, or DDBJ for gene For private Git repositories, only members that have access to the repository can use the underlying custom samples. To see an example of how a sample This link opens the GitHub repo for Power BI Desktop samples. Select Download to download the Sales & Returns balla.info file to your computer
Winter '19 Free sample repository version Google Cloud audit, platform, and application logs management. Continuous integration and continuous Free sample repository Product sample giveaways. Tags Government Reposittory Time Rdpository. Sign sampld for the latest developer updates delivered to your inbox. Cambridge Structural Database CSD — managed by the Cambridge Crystallographic Data Centre CCDC. Swish Analytics Take-Home Data The dataset used in this take-home contains all pitches from the MLB season and asks you to build a model to predict the probability of a type of pitch.	To use a repository which does not appear in the manuscript submission system, select 'DataCite DOI' as the repository name during the submission process. Build a model to detect pathologies and see how well your model performs against radiologists. The location of the sample in a repository. Task management service for asynchronous task execution. Compute instances for batch jobs and fault-tolerant workloads. VoxCeleb Speech Corpus The VoxCeleb large-scale dataset features audio-visual data from 7, speakers. org to allow it to be linked to the PLOS entry.	Explore and download sample datasets hand-picked by Maven instructors. Practice applying your data analysis and visualization skills to real-world data A basic GitHub repository example for new Call for Code submissions and those that join the Call for Code with The Linux Foundation initiative Here are the best places to find free data sets for data visualization, data cleaning, machine learning, and data processing projects	FREE Samples in Exchange For Molecular Characterization Data · High Molecular Weight DNA · Multiply Confirmed Mutations (GeT-RM) · Samples with Sequencing Data The BEI Resources Repository is a central repository that supplies organisms and reagents to the broad community of microbiology and For private Git repositories, only members that have access to the repository can use the underlying custom samples. To see an example of how a sample

Free sample repository - Want to find open, free datasets for your next project? Look no further. We've rounded up the best open data sources on the web here Explore and download sample datasets hand-picked by Maven instructors. Practice applying your data analysis and visualization skills to real-world data A basic GitHub repository example for new Call for Code submissions and those that join the Call for Code with The Linux Foundation initiative Here are the best places to find free data sets for data visualization, data cleaning, machine learning, and data processing projects

NEW SAMPLES SOON! BECOME A MEMBER. Step 1 Register Signup and tell us a bit about yourself, your lifestyle, and what products you like. Step 2 Pick your samples Choose what you would like to try from a menu of available samples that match your profile. Step 3 We ship them to you We pack up your samples and send them to you absolutely free so you can try and rate them!

Try Before you Buy BECOME A MEMBER. Quantities are limited. First ordered and confirmed, first served. Duplicate orders will be removed.

Only members get access to our samples. Register a free account to log-in with every time you visit Answer profile questions so we can find samples you may be interested in When we have samples that match your profile, we will either email you to log-in and place an order, or we will automatically send them to you!

That's it. That's all. This dataset is useful for Matplotlib visualizations. You can create visualizations of exchange rates and currency valuations over time. The dataset features more than 20 years of daily exchange rate data.

There are more than , records in this dataset, featuring daily circulation for the San Francisco library system. You can build visualizations related to new acquisitions, most checked out authors, most checked out titles, etc.

This Kaggle dataset features daily trending video data from YouTube. This dataset features more than 31 years of unemployment for numerous countries around the world.

There are a wide range of visualizations you can create, including comparisons of countries, unemployment rates over time, or countries with the lowest unemployment. This dataset originated on New York State Open Data and features information by station, line, location, etc.

You can use this dataset to build visualizations of popular lines or subway maps. Say you want to take a big dataset and investigate.

As you start to dive into the data, you begin to discover patterns, trends, and anomalies. These datasets are perfect for exploratory data analysis projects because they contain large amounts of mostly clean data.

This Airbnb dataset, which is part of a sample data analytics take-home, contains user information for bookings in Brazil. A fun dataset to explore, and great for beginners, this features all of the Netflix original movies up to June 1, and their corresponding IMDb scores.

This Stripe dataset, which features product usage and marketing data, is perfect for diving into marketing and product analytics to determine how well a product is performing. Featuring 4 years of data from a superstore, this dataset is perfect for analyzing and identifying trends, as well as sales forecasting.

This sample dataset from a Home Depot data science take-home can be used to produce a gross sales forecast for a new product launch. A great source for a marketing analytics project. This is a great dataset for surfacing actionable insights for animal shelters, including what factors led to successful outcomes for the animals.

Another FiveThirtyEight dataset, this one features survey data from non-voters in the U. A few project ideas are identifying key factors that result in non-voting or building a voting likeliness model.

A sprawling dataset from Amazon, the Common Crawl corpus features crawling data from billions of websites. Check out the Example Projects page for ideas.

This is a useful dataset for a sports analytics project. Featuring data on more than 20, matches, as well as individual stats from to , this is great for exploratory data analysis projects on line-ups, team stats, wins, and individual player stats. This large-scale dataset, which was originally developed in , features product information for more than , food items.

Data includes allergens, ingredients, and nutrition facts, and there are a wide range of data analytics projects you can do with it. The survey asked which social platform has influenced your online shopping the most. This is a great dataset for working in Google Analytics or analyzing website traffic.

This dataset features more than 20 million metrics on Uber pickups in NYC in and This is great for an exploratory data analysis or analytics project, and you can gather insights into popular pickup locations, common trip routes, and the locations with the longest pickups. This dataset is a great source for a campaign budget optimization project or for diving into an exploratory data analysis for marketing analytics projects.

This dataset contains a wide range of economic and social indicators for countries around the world, including information about their GDP, population, and education levels. This dataset contains salaries for roles in the data science field for the year You can group the data by domain, years of experience, and even by country of employment, allowing many angles for exploratory analysis.

There are plenty of large datasets great for sentiment analysis and natural language processing NLP projects. Data like movie reviews, tweets, Reddit comments, and more are all great for these types of projects.

This take-home provides a dataset of human vs bot texts and asks you to build a classification model to correctly label the data. An interesting dataset for performing sentiment or text analysis, this features thousands of posts from the popular subreddit Vaccine Myths. Explore thousands of hotel reviews from TripAdvisor and build semantic prediction or top clustering models.

Another helpful medium source, this features headlines from nearly 20 years. With more than 40, reviews from three Disneyland locations, this is a great data source for performing sentiment analysis. This dataset, which is a classic that was produced in , features star ratings for numerous Amazon products.

The Stanford Sentiment Treebank contains more than 10, Rotten Tomatoes files and provides sentiment annotations on a point scale. This dataset features thousands of airline reviews on X Formerly Twitter from February The data has already been classified as positive, negative, or neutral, and in some instances, includes a reason for the negative tweet.

Featuring 25, movie reviews, you can use this dataset for a binary classification project or to analyze movie review ratings by title. The VoxCeleb large-scale dataset features audio-visual data from 7, speakers. There are about images in this dataset of people wearing facemasks.

You can use this to build models to detect if someone is wearing a mask, not wearing a mask, or wearing a mask improperly. This rich visual-text dataset is loaded with helpful information. Use the photos for object detection.

A bonus: there are millions of keywords and metadata you can use for exploratory data analysis projects as well. Build a model to detect pathologies and see how well your model performs against radiologists.

There are thousands of images of Pokemon characters in this dataset. Use the data to build a prediction model to determine the type of Pokemon based on the image. This is one of the best datasets for performing object recognition tasks.

Featuring more than 20, photos of dogs, this is a useful dataset for building classification models or a dog breed image classifier project.

Featuring more than 5, images with fine annotations, as well as 20, images with coarse annotations, this is one of the best datasets for understanding urban street scenes at the pixel level.

This is a smaller dataset, featuring images of 11 subjects. Similar to the MNIST handwritten text dataset, this image set includes a training set of 60, images of articles of clothing along with a test set of 10, images.

Pricing optimization is the most important lever for increasing revenue with data. Try to identify prices that maximize revenue for these different products and environments:.

Over 1 million transactions from an online retailer, including customer data, product data, and transaction data. Information on Airbnb listings in New York City, including listing prices and attributes such as location, number of bedrooms, and amenities.

Information on Uber pickups in New York City from to , including pickup times and locations. Information on over 53, diamonds, including their cut, color, clarity, and carat weight, as well as their price.

Weekly sales data for 45 Walmart stores across the US from to , including information on promotions, holidays, and weather conditions. Table of contents. Datasets for Machine Learning. Datasets for Data Visualization. Datasets for Exploratory Data Analysis. Datasets for Natural Language Processing.

Datasets for Computer Vision. Datasets for Pricing Optimization. Overview Data science projects start with quality data. gov Find all of the U. FiveThirtyEight FiveThirtyEight might be best known for its data journalism.

world data. If you want to build a machine learning health project, this is the source to utilize Academic Torrents Academic Torrents is a database for large-scale datasets for research projects.

Data Is Plural Each week, Jeremy Singer-Vine compiles a newsletter of useful and curious datasets. io Datahub is a wonderful source for open data. Federal Bureau of Investigation Crime Data Explorer For open data related to crime and law enforcement, this is one of the best sources for U.

Datasets for Machine Learning Whether you want to work with predictions or classification, these datasets are both interesting and helpful for machine learning projects.

DoorDash Machine Learning Take-Home This dataset, used in DoorDash data science take-homes, features user and transaction data and asks you to build a model to predict the time for deliveries. Stroke Prediction Dataset Build a stroke prediction model with this handy dataset. Swish Analytics Take-Home Data The dataset used in this take-home contains all pitches from the MLB season and asks you to build a model to predict the probability of a type of pitch.

Divorce Predictors Dataset This dataset from the UCI Machine Learning Repository contains survey data from married couples. RiskLens Machine Learning Take-Home The data used in this take-home includes cyber security threats and events faced in the healthcare industry.

January Flight Delay Prediction Dataset With data from more than , flights in January and January , this data from the Bureau of Transportation is well suited for building a model for winter flight delays. Mushroom Classification Dataset This classic dataset from UCI is a great source for a classification data science project.

Credit Card Approval Prediction Dataset This is a great dataset for a financial prediction model. Water Quality Dataset Use water quality metrics from nearly 4, bodies of water to predict whether the water is safe for consumption or not.

New Yorker Caption Contest Dataset This dataset features ratings for submitted New Yorker caption contest entries. MovieLens Ratings Database There are numerous movie rating datasets available here, including one featuring 25 million ratings, making it a great source for building a recommendation engine.

San Francisco Restaurant Health Scores Data This open dataset covers health inspection scores for restaurants in San Francisco. Capital Bikeshare Dataset This dataset is useful for demand forecasting projects. Cats vs Dogs Dataset With more than 20, images of cats and dogs, this is one of the best datasets for beginner image classification projects.

MNIST Dataset The MNIST dataset is a large database of handwritten digits. Iris Flower Dataset This popular dataset contains information about different types of iris flowers and their characteristics, such as petal length, petal width, and sepal length.

Datasets for Data Visualization Build data visualization projects with these helpful datasets. Supercell Data Analytics Take-home This dataset includes revenue and sales data from Supercell and asks you to create a visualization of a single aspect of the data that you find important.

X Nodes Dataset Formerly Twitter With more than 11 million nodes and 85 million edges, this dataset is useful for building graphical relationship models of X users. Hotel Booking Demand Data This is a great dataset for visualizing hotel bookings. How long is the optimal stay length to receive the best rate?

Amazon Top 50 Bestselling Books Design visualizations that show top authors, best-selling titles, and review ratings for the best-selling books on Amazon.