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More Categories. See our blog categories. Wondering where to find free and open datasets for your next data project? Look no further…. Not to worry. Fortunately, the Internet is awash with these, most of which are completely free to download thanks to the open data initiative.

Prefer to watch this information over reading it? Check out this video on dataset resources , presented by our very own in-house data scientist, Tom!

Type of data: Miscellaneous Data compiled by: Google Access: Free to search, but does include some fee-based search results Sample dataset: Global price of coffee, present. It seems we turn to Google for everything these days, and data is no exception. Type of data: Miscellaneous Data compiled by: Kaggle Access: Free, but registration required Sample dataset: Daily temperature of major cities.

Kaggle launched in with a number of machine learning competitions, which subsequently solved problems for the likes of NASA and Ford. Type of data: Government Data compiled by: US Federal Government Access: Free, no registration required Sample dataset: Lobster Report for Transshipment and Sales.

In , the US Government made all its data publicly available. With over , datasets covering everything from climate change to crime, you can lose yourself in the database for hours.

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. Search results are also clearly labeled at federal, state, county, and city levels. Type of data: Mostly business and finance Data compiled by: Datahub Access: Mostly free, no registration required Sample dataset: Average mass of glaciers since The goal of many data analysts is to help drive savvy business decisions.

As such, using economic or business datasets for your portfolio project might be worth considering. While Datahub covers a variety of topics from climate change to entertainment, it mainly focuses on areas like stock market data, property prices, inflation, and logistics.

Type of data: Machine learning Data compiled by: University of California Irvine Access: Free, no registration required Sample dataset: Behavior of urban traffic in Sao Paulo, Brazil. Enter the UCI Machine Learning Repository. Datasets are clearly categorized by task i.

classification, regression, or clustering , attribute i. categorical, numerical , data type, and area of expertise. 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, look no further than Earth Data.

Who knows, you might even make a scientific discovery…. Type of data: Particle Physics Data compiled by: CERN Access: Free, no registration required Sample dataset: Higgs candidate collision events from and Want to demonstrate your ability to work with highly complex datasets?

Head to the CERN Open Data Portal. It offers access to over two petabytes of information, including datasets from the Large Hadron Collider particle accelerator.

In many cases, they even provide sample code to get you started thanks, CERN! Type of data: Health Data compiled by: UN World Health Organization Access: Free, no registration required Sample dataset: Polio immunization coverage estimates by region.

Not strictly necessary, but definitely nice to have! Type of data: Entertainment and film Data compiled by: British Film Institute Access: Free, no registration required Sample dataset: Weekend box office figures from present.

First off: the British Film Institute industry statistics. Throughout the year, the BFI accrues and releases data on everything from UK box office figures, to audience demographics, home entertainment, movie production costs, and more. The best part, though, is their annual statistical yearbook.

Type of data: Transport Data compiled by: New York City Taxi and Limousine Commission Access: Free, no registration required Sample dataset: Take your pick! This is a weirdly fascinating one…since , the NYC Taxi and Limousine Commission has been accruing transport data from across New York City.

The site also provides some additional tools, including user guides, taxicab zone maps, data dictionaries for explaining the spreadsheet labels , and annual industry reports. Type of data: Crime and drugs Data compiled by: Federal Bureau of Investigation Access: Free, no registration required Sample dataset: Homicide offense counts in Point Pleasant, It provides a broad collection of crime statistics from a variety of state organizations universities and local law enforcement and government on a local, regional, and state-level.

Pull data on hate crimes, officer assaults, homicides, and more. Like the last couple of entries on our list, it also includes some helpful user guides to support data navigation. Courses Learn with us Our graduates Online Events Blog Login. Programs to change your career UX Design UI Design Full-Stack Web Development Data Analytics Digital Marketing Product Management new Product Design new.

Agentur für Arbeit programs UX Design AfA UI Design AfA Full-Stack Web Development AfA Data Analytics AfA Digital Marketing AfA new Product Management AfA new.

Introductory courses Intro to UX Design Intro to UI Design Intro to Frontend Development Intro to Data Analytics Intro to Digital Marketing Intro to Product Management new. 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. Euro Exchange Rates This dataset is useful for Matplotlib visualizations.

San Francisco Public Library Usage Data There are more than , records in this dataset, featuring daily circulation for the San Francisco library system. Trending YouTube Videos Data This Kaggle dataset features daily trending video data from YouTube.

World Unemployment Dataset This dataset features more than 31 years of unemployment for numerous countries around the world. NYC Subway Entries and Exits Data This dataset originated on New York State Open Data and features information by station, line, location, etc.

Datasets for Exploratory Data Analysis Say you want to take a big dataset and investigate. Airbnb Analytics Take-Home This Airbnb dataset, which is part of a sample data analytics take-home, contains user information for bookings in Brazil.

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.

Superstore Sales Dataset Featuring 4 years of data from a superstore, this dataset is perfect for analyzing and identifying trends, as well as sales forecasting. Home Depot Product Analysis Take-Home 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.

Animal Shelter Analytics Data This is a great dataset for surfacing actionable insights for animal shelters, including what factors led to successful outcomes for the animals.

Website Crawling Data A sprawling dataset from Amazon, the Common Crawl corpus features crawling data from billions of websites.

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1. Looperman Looperman is a great place to start, with over , entries in their database and new uploads every day. From acapella to vocals, rap, and Missing Freeflys is the largest and most reputed free sample site. We carefully review each sample before posting them. Just browse through the directory, click on: Free sample websites database





















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Staff Plus. Climate change samp,e Free sample promotions online of wegsites most Free sample promotions online issues of our time. Check Discounted baking supplies the Example Websiges page for ideas. Free Public Data Sets For Analysis. Bedroom Producers Blog A digital magazine for music producers, Bedroom Producers Blogoffers information on all aspects of music productionfrom plugins to sound design tools, as well as samples. Discover 10 web pages to download free music samples below. Or, what about Fireplace Cave Hotel Cappadocia? Fortunately, the site also makes most of the data it uses in its reporting open to the public. You can earn a lot by composing your own music on Spotify, Youtube, and Apple Music. The cookie is set by Addthis which enables the content of the website to be shared across different networking and social sharing websites. Influenster. Influenster BzzAgent. BzzAgent I Love Free Things. I Love Free Things I Love Free Things. I Love Free Things Projects + Share Projects on One Platform. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. Flexible Data Ingestion Top Sites Offering Free Samples Without Surveys · bigumbrella.site This site has been around since and offers baby freebies, pet freebies, beauty Free sample websites database
Log In Sign Up. Free sample promotions online up Free sample websites database. In databxse four-part e-mail webbsites, you will familiarise yourself with the user interface. Article from Ralf Dyllick-Brenzinger. Data Visualizations with Python. Check them out to learn from some of the best! This edition is licensed for use as a development database, but includes all functions. Fortunately, older sounds are pretty grainy to begin with thanks to time and tape degradation, so you might not notice MP3 artefacts as much! Uncategorized uncategorized. Space samples! The cookie is used to calculate visitor, session, camapign data and keep track of site usage for the site's analytics report. How It Works Similar to Diagrams. Influenster. Influenster BzzAgent. BzzAgent I Love Free Things. I Love Free Things Duration SampleSource. SampleSource Free Stuff. Free Stuff Free sample websites database
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