Iris Data Set — the most famous pattern recognition dataset. Wine Data Set — using chemical analysis to determine the origin of wine. Forest Fires — try to predict the burn area of forest fires using this dataset.

gov allows you to download and explore data from multiple US government agencies. Data can range from government budgets to climate data. The data is very well documented so you should have an easy time navigating the sources.

You can browse the data sets on Data. gov directly without registering. You can browse by topic area or search for a specific data set. Academic Torrents is a site that is geared around sharing the data sets from scientific papers. It has tons of interesting data sets. You can browse the data sets directly on the site and download them.

Quandl is a repository of economic and financial data. Some of the datasets are free, while others are up for purchase. Jeremy Singer-Vine collects awesome data sets across multiple sources.

If you're interested in getting data sets straight to your inbox, you should consider signing up for his newsletter. Log In Sign Up. FiveThirtyEight FiveThirtyEight is an interactive news and sports site that has some incredible data visualizations which you should totally check out.

Here are some examples: Airline Safety — contains information on accidents from each airline. US Weather History — historical weather data for the US. Study Drugs — data on who's taking Adderall in the US.

BuzzFeed News BuzzFeed makes the data sets, analysis, libraries, tools, and guides used in its articles available on GitHub.

Here are some examples: Federal Surveillance Planes — contains data on planes used for domestic surveillance. Zika Virus — data about the geography of the Zika virus outbreak. Product Management AfA new.

Intro to Product Management new. Cloud Computing for Web Devs new. Machine Learning with Python new. Data Visualizations with Python new. 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…. Perhaps a surprising addition to this list is the database of free samples that the U. S Library of Congress has built. Citizen DJ is a resource that lets you browse audio recordings from over a hundred years ago, presented in a colourful interface with tools that allow for the instant browsing and auditioning of sounds.

It comprises soundtracks from movies, public service announcements, spoken word pieces, classic recordings and more from the Free Music Archive.

Drum tracks are built with sounds from classic drum machines and patterns, which you can sequence in your own way. You can download individual samples or get them as sample packs containing thousands of clips.

The project was created for hip-hop producers and DJs by Brian Foo, a Library of Congress Innovator-in-Residence, who was inspired by the aesthetic of hip-hop records such as Fear of a Black Planet by Public Enemy. Browse and play the Citizen DJ tool at citizen-dj.

The BBC has made its vast collection of sound effects downloadable for free in WAV format. A library of 16, recordings is accessible to all users under the terms of the RemArc license. However, it could be an ideal resource for honing your skills as a sound designer, building a portfolio or for education.

The library boasts sounds from the s onwards, with samples including FA Cup Final Wembley , Khatmandu: Busy street with heavy traffic and bizarre samples such as Inside a human or animal body. The sounds are split into categories that range from World War II to St.

You can also use a search bar to quickly locate specific samples, with each sound given a description, duration time and built-in player to listen to the sound before you download it.

Access the BBC Sound Effects library at bbcsfx. To give you an idea of the size of these folders, there are nearly recordings from the Apollo 11 mission alone, and loads more clips from other Apollo missions. Video game sounds can often provide a fruitful basis for unique sound design.

The Sounds Resource is a huge, easy-to-use website featuring a phenomenal collection of video game sounds. For example, the Mortal Kombat: Komplete Edition folder contains 96, samples.

We suggest clearing some disk space for this one. You can find tens of thousands of free samples on Soundcamp, split into drums, percussion, instruments, tracks, sound effects and soundscapes. Doubling as a music production blog, Soundcamp gives you a Camelot Wheel — created initially by Mark Davis as a tool for DJs — which lets you pick out samples in a specific key.

This lets you play the sample on a loop and set the volume, with details below on the file itself, such as bit depth and sample rate.

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Free sample websites database - My Free Product Samples. My Free Product Samples Influenster. Influenster BzzAgent. BzzAgent I Love Free Things. I Love Free Things

FiveThirtyEight is an interactive news and sports site that has some incredible data visualizations which you should totally check out. They make a lot of their data open to the public, meaning you can download and play with the source data yourself!

Here are some examples:. BuzzFeed makes the data sets, analysis, libraries, tools, and guides used in its articles available on GitHub. Check them out to learn from some of the best! They also host competitions where you can win real money if you have a top ranking model!

Socrata hosts cleaned open source data sources ranging from government, business, and education data sets.

This github hosts a library of awesome, public datasets! They are all sorted by category and link you straight to the hosting website. Global Climate Data — climate information for every country in the world with historical data some date back to Heart Rate Time Series Data — two series of data contains evenly-spaced measurements of instantaneous heart rate from a single subject.

Plane Crash Database — plane crash data dating from Google lists all of the data sets on a page. Google has a cloud hosting service called Google Cloud Platform GCP , and you can query using a tool called BigQuery to explore these datasets.

You'll need to sign up for a GCP account, but the first 1TB of queries you make are free! University of California Irvine hosts data sets as a service to the machine learning community. These data sets are nice because most of them are squeaky clean and ready for modeling!

Iris Data Set — the most famous pattern recognition dataset. Wine Data Set — using chemical analysis to determine the origin of wine. Forest Fires — try to predict the burn area of forest fires using this dataset. gov allows you to download and explore data from multiple US government agencies.

Data can range from government budgets to climate data. The data is very well documented so you should have an easy time navigating the sources. You can browse the data sets on Data. gov directly without registering.

You can browse by topic area or search for a specific data set. Academic Torrents is a site that is geared around sharing the data sets from scientific papers. It has tons of interesting data sets.

You can browse the data sets directly on the site and download them. Quandl is a repository of economic and financial data.

Some of the datasets are free, while others are up for purchase. Jeremy Singer-Vine collects awesome data sets across multiple sources. If you're interested in getting data sets straight to your inbox, you should consider signing up for his newsletter. Log In Sign Up.

FiveThirtyEight FiveThirtyEight is an interactive news and sports site that has some incredible data visualizations which you should totally check out. Here are some examples: Airline Safety — contains information on accidents from each airline.

NASA App Project Manager said: "NASA has been making historic sounds for over 50 years. Now we're making some of these memorable sounds easy to find and use. A digital magazine for music producers, Bedroom Producers Blog , offers information on all aspects of music production , from plugins to sound design tools, as well as samples.

When SampleSwap first started back in , it was a folder of audio samples belonging to founder and curator Canton Becker. Two years later, he shared them online and has been hand-selecting submissions from other creatives to share with the world ever since. Reddit has established itself as a popular resource for news, advice, reviews, and more on a huge range of topics, including music.

Freesound is another great site for audio snippets and samples, all of which are available for reuse. What makes this site unique, is its search capability. Shutterstock is well known for its library of free and paid-for images that people can use for their graphic materials, but what you might not have known is that they also provide free music samples for your audio projects.

See trends, search by mood and category, and read about everything from audio terminology to recommended headphones via their blog. You can explore their 80, entries alphabetically along with their latest addition — a collection of almost free tape-treated samples, perfect for adding depth and atmosphere to your next composition.

Splice is a subscription service that gives you access to millions of resources, from royalty-free images to presets and music samples. While it might not be completely free, Splice does offer a day free trial that allows you to download individual tracks, as well as packs organized by artists, producers, and sound designers.

You can also cancel your subscription at any time. If you want to learn how to put these samples into practice, Domestika's online music courses cover everything from software to music production and composition, all taught by industry-leading creatives.

Explore these resources and learn how to incorporate these free music samples into your next creative project:. New to the world of music? This course teaches you the basics of composing a piece: Introduction to Music Production. Put your samples into practice with 5 Top Music and Audio Production Courses in Plus 8 Famous Film Score Examples.

You can earn a lot by composing your own music on Spotify, Youtube, and Apple Music. Learn how to manage your payrol l while composing music. thank you for sharing about music that amuses me, i also have a great suggestion for you about free music and tonos de llamada. Thank you, the music is very good, I can recommend the best audiobook audio at hörbücher.

Thank you for sharing these amazing resources for free music samples. As someone who loves exploring new sounds, I would like to recommend another great website for those who want to add some unique and fun ringtones to their phone.

Check out tonosdellamadacanciones. com for a great selection of popular and catchy tunes that you can easily download and personalize your phone's ringtone. Give it a try and let me know what you think! Another great article filled with GREAT information Thank you! LOVE the "extra fun" you shared.

LOVE IT! Drift Boss. Blog 10 Websites to Download Free Music Samples. Mackenzie Orrock mackenzie. Staff Plus.

Free sample websites database - My Free Product Samples. My Free Product Samples Influenster. Influenster BzzAgent. BzzAgent I Love Free Things. I Love Free Things

Jump to the Collections tab to browse datasets in various categories covering everything from climate change to football. You can also use the Find Data tool to search for relevant datasets.

For open data related to crime and law enforcement, this is one of the best sources for U. crime statistics. You can search by state or jump into various datasets including use of force or arrests. Looking for a specific type of data for your project?

Whether you want to work with predictions or classification, these datasets are both interesting and helpful for machine learning projects. The data is relatively clean and lends nicely to machine learning, e. 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.

Build a stroke prediction model with this handy dataset. The CVS contains patient information like gender, age, pre-existing conditions, and smoking status that can help you build a model. 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.

This dataset from the UCI Machine Learning Repository contains survey data from married couples. Use the data to identify predictive indicators of divorce or to build a divorce prediction model.

The data used in this take-home includes cyber security threats and events faced in the healthcare industry. You can use this data to build a healthcare risk assessment model.

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. This is a useful dataset for a regression data science project. Build models to answer that question with this dataset, which contains information on more than 20, Twitter users.

This classic dataset from UCI is a great source for a classification data science project. One great project idea is to build a model to identify classifiers for poisonous mushrooms.

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

This dataset features ratings for submitted New Yorker caption contest entries. Get some ideas for using this data here. There are numerous movie rating datasets available here, including one featuring 25 million ratings, making it a great source for building a recommendation engine.

This open dataset covers health inspection scores for restaurants in San Francisco. This dataset is useful for demand forecasting projects. 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.

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.

The project was created for hip-hop producers and DJs by Brian Foo, a Library of Congress Innovator-in-Residence, who was inspired by the aesthetic of hip-hop records such as Fear of a Black Planet by Public Enemy. Browse and play the Citizen DJ tool at citizen-dj.

The BBC has made its vast collection of sound effects downloadable for free in WAV format. A library of 16, recordings is accessible to all users under the terms of the RemArc license. However, it could be an ideal resource for honing your skills as a sound designer, building a portfolio or for education.

The library boasts sounds from the s onwards, with samples including FA Cup Final Wembley , Khatmandu: Busy street with heavy traffic and bizarre samples such as Inside a human or animal body.

The sounds are split into categories that range from World War II to St. You can also use a search bar to quickly locate specific samples, with each sound given a description, duration time and built-in player to listen to the sound before you download it. Access the BBC Sound Effects library at bbcsfx.

To give you an idea of the size of these folders, there are nearly recordings from the Apollo 11 mission alone, and loads more clips from other Apollo missions. Video game sounds can often provide a fruitful basis for unique sound design. The Sounds Resource is a huge, easy-to-use website featuring a phenomenal collection of video game sounds.

For example, the Mortal Kombat: Komplete Edition folder contains 96, samples. We suggest clearing some disk space for this one. You can find tens of thousands of free samples on Soundcamp, split into drums, percussion, instruments, tracks, sound effects and soundscapes.

Doubling as a music production blog, Soundcamp gives you a Camelot Wheel — created initially by Mark Davis as a tool for DJs — which lets you pick out samples in a specific key. This lets you play the sample on a loop and set the volume, with details below on the file itself, such as bit depth and sample rate.

From the player, you can select whether you want the file as a WAV, MPG or OGG and then instantly download it to your computer. Browse for free samples at soundcamp. For found sound, Freesound is a goldmine. Functioning as a collaborative database of audio samples recorded and uploaded by fellow users, Freesound is exactly as described — free.

The site is excellent for gathering Foley sounds, soundscapes, one-shot samples and other interesting pieces of audio that you may not have direct access to. Be mindful of the licensing on Freesound as well, as some of the users may wish to be credited if you use their sound in a composition.

As with Freesound, Looperman is a resource built by the music technology community, with users uploading their own sounds for use by musicians, producers, sound designers and DJs.

Its users have uploaded hundreds of thousands of loops, acapellas, spoken word pieces and sounds, all available for free. Navigating Looperman is pretty straightforward. You can then use the search bar to locate samples by category, genre, keywords, key and more. Alternatively, just head straight down and browse through the samples that are presented to you, ordered by the most recent upload.

Free To Use Sounds has a heartwarming story. The website was started by field recording fanatics, American Libby Green and German-born Marcel Gnauk. After meeting in Nice in , the two travellers decided to embrace their shared love of capturing the sounds of places they visited around the world.

In , the couple decided to begin sharing their recordings online, and have since travelled through 26 countries, recording and uploading high-quality sounds from each. Looking for Cambodian Women Sifting Gravel at a Construction Site? Or, what about Fireplace Cave Hotel Cappadocia?

While not all their recordings are free, the ones that are are still superb.

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