The Medical Insurance Costs dataset comes from “Machine Learning with R”, a book by Brett Lantz. The proportion of sales that are for a single book versus multiple books is based on real-world data from an independent bookstore. I've been collecting salesrank for authors publishing through Amazon worldwide for almost a decade via the site NovelRank.com. The dataset consists of purchase date, age of property, location, house price of unit area, and distance to nearest station. The Twitter US Airline Sentiment Dataset contains tweets classified as positive, negative, and neutral, with around 15,000 tweets about six different airlines. Even if you have no interest in the stock market, many of the datasets below are great resources to practice building simple regression algorithms or predictive models. The original dataset can be found here and below are other variations of the original MNIST dataset. With a network of data scientists and a state-of-the-art data annotation platform, Lionbridge can help provide you with high-quality ground truth data for a variety of use cases. Source agency: Office for National Statistics Dataset includes information for ~2,200 books that have generated significant traffic during a 12-month period: Sales data, including shipments, aggregated point of sales (weekly), and affiliate marketing sales data The data is collected as frequently as hourly and as infrequently as once every 24 hours. This is a new service – your feedback will help us to improve it, Contains a first estimate of retail sales in volume and value terms, seasonally and non-seasonally adjusted For certain genres, especially science fiction … You have a dataset consisting of regions and a number of sales (normally there will be many more columns, but for simplicity, this is kept at 2). Sales revenues have soared in … Note: A new-and-improved Amazon dataset is available here, which corrects the above dupli… Hate clickbait? The text is classified as: hate-speech, offensive language, and neither. Ebook sales vary wildly from book to book (and genre to genre), but are typically less than 1/3rd of sales. Skin Cancer MNIST: HAM10000 is a medical image dataset with over 10,000 images of skin lesions. Browse available data and learn how to register your own datasets. Video An illustration of an audio speaker. Used for training indoor scene recognition models, all images are in JPEG format. You can use this sample data to create test files, and build Excel tables and pivot tables from the data. Sign up to our newsletter for fresh developments from the world of training data. Download Open Datasets on 1000s of Projects + Share Projects on One Platform. The dataset consists of 1,338 rows of The Recursion Cellular Image Classification dataset comes from the Recursion 2019 challenge. Data Cleaning: In this step, our goal is to deal with missing values and remove unwanted characters from the data. Link to the data Format File added Data preview Download May 2019 , Format: N/A, Dataset: Retail Sales N/A 20 June 2019 Not available Download January 2019 , Format: HTML, Dataset: Retail Sales Need comprehensive data? Sun397 Image Classification Dataset is another dataset from Tensorflow, containing over 108,000 images divided into 397 categories. Final project for "How to win a data science competition" Coursera course Dresses_Attribute_Sales: This dataset contain Attributes of dresses and their recommendations according to their sales.Sales are monitor on the basis of alternate days. Software An illustration of two photographs. This dataset contains product reviews and metadata from Amazon, including 142.8 million reviews spanning May 1996 - July 2014. Audio An illustration of a 3.5" floppy disk. It is often used as a test dataset to compare algorithm performance. 1. The original MNIST dataset is considered a benchmark dataset in machine learning because of  its small size and simple, yet well-structured format. You can change your cookie settings at any time. 11. All of the headlines have been categorized as “clickbait” or “non-clickbait”. The dataset contains the following information: death rates, reported cases, US county name, income per county, population, and demographics. Each image is 96 x 96 pixels. Some people have looked to machine learning algorithms to predict the rise and fall of individual stocks. 2. 3D MNIST is a 3D point cloud version of the original MNIST dataset. 16. You’ve accepted all cookies. Here we will continue working with the Dataset from the previous section. You are interested in knowing the number of sales based on the regions, which can be used to determine why a particular region is lacking and how to possibly improve in that area. Copy and Sharing data in the cloud lets data users spend more time on data analysis rather than data acquisition. The last book in the documentation library is the FAQ. If you find yourself in this situation, you should look into building your own custom datasets through Lionbridge’s AI training data services. In addition, this version provides the following features: 1. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. One medium that bridges the gap between the traditional book market and new forms of technology is the audiobook. 15. Ranging from GIFs and still images taken from Youtube videos to thermal imaging, bounding-box-annotated photos, and 3D images, each dataset on this list is different and suited to different projects and algorithms. Alternative title: RSI, Contact Office for National Statistics regarding this dataset. 24. Daily Prices for All Cryptocurrencies is a large dataset that includes historical price data for all cryptocurrencies on the market from April 28th, 2013 to November 30th, 2018. Unless specifically stated in the applicable dataset documentation, datasets available through the Registry of Open Data on AWS are not provided and maintained by AWS. A collection of the best places to find free data sets for data visualization, data cleaning, machine learning, and data processing projects. This dataset includes reviews (ratings, text, helpfulness votes), product metadata (descriptions, category information, price, brand, and image features), and links (also viewed/also bought graphs). The OLS Regression Challenge tasked participants with predicting the mortality rate of cancer in US counties. Click on the brand below to see its US sales from the past to the present. Tags: Linear Regression, Retail Forecasting, Walmart, Sales forecasting, Regression analysis, Predictive Model, Predictive ANalysis, Boosted The dataset contains a total of 70,000 images (split into 60,000 for training and 10,000 for testing). which needs to be gathered together to form a data set. Download Open Datasets on 1000s of Projects + Share Projects on One Platform. It includes 6 million reviews 1 Kinds of business marked with a ' 1 ' calculate seasonally adjusted estimates directly. So go ahead and use it to your liking, find out what book The data span a period of 18 years, including ~35 million reviews up to March 2013. You must have an account for this publisher on data.gov.uk to make any changes to a dataset. 14. Fashion MNIST is a dataset from the large clothing retailer, Zalando. BuzzFeed started as a purveyor of low-quality articles, but has since evolved and now writes some investigative pieces, like “The court that rules the world” and “The short life of Deonte Hoard”. The images have been divided into 67 classes, with at least 100 images in each class. Excel Sample Data Below is a table with the Excel sample data used for many of my web site examples. For example, sales results from different countries with different currency, languages, etc. 7. Subscribe to our U.S. Stock Market Sector & Industry Key Valuation Metrics dataset which provides you historical P/E (TTM) ratios, P/B ratios, CAPE ratios, Free Cash Flow yields & EV/EBITDA multiples by Sector & Industry (calculated using the 500 largest public companies at a given date), including annual sector performance data. Designation: National Statistics 2. It contains 70,000 product images from Zalando’s catalogue structured in the MNIST format. More reviews: 1.1. Below are some of the best datasets to work with for regression tasks or training predictive models. From one of the largest clothing retailers in Japan, the Uniqlo Stock Price Prediction dataset contains the company’s historical stock information. I think this would be a great time to let the Kaggle community play with it. The reason behind creating this dataset is pretty straightforward, I'm listing the books for all book-lovers out there, irrespective of the language and publication and all of that. The Stop Clickbait Dataset was used in the machine learning paper “Stop Clickbait: Detecting and Preventing Clickbaits in Online News Media”. Flexible Data Ingestion. Yelp Yelp maintains a free dataset for use in personal, educational, and academic purposes. 5. 8. The MNIST as JPG dataset is a simple reformatting of the original data into JPG files. This dataset includes 50,000 movie reviews (25,000 for testing and 25,000 for training) perfect for building and evaluating sentiment analysis algorithms. USA TODAY's Best-Selling Books list ranks the 150 top-selling titles each week based on an analysis of sales from U.S. booksellers. The Objective is predict the weekly sales of 45 different stores of Walmart. Still struggling to find the perfect dataset for your data science project? The FAQ has been subdivided into two sections: ... On the left side of the table are statistics for a complete dataset for the variable's age, sales… Another dataset using Twitter data, the Hate Speech and Offensive Language Dataset was used to research hate-speech detection. It contains historical news headlines taken from Reddit’s r/worldnews subreddit. This dataset includes 16,000 article headlines pulled from websites like Buzzfeed, The New York Times, Upworthy, and The Guardian. 4. 8. If you want to add a dataset or example of how to use a dataset to this registry, please follow the instructions on the Registry of Open Data on AWS GitHub repository. Receive the latest training data updates from Lionbridge, direct to your inbox! 12. We’ll also highlight some of the best websites to search for open datasets on your own. The total number of reviews is 233.1 million (142.8 million in 2014). The Cancer Linear Regression dataset consists of information from cancer.gov. From MIT, the Indoor Scenes Images dataset contains over 15,000 images of indoor settings and locations. The data is divided into folders for testing, training, and prediction. It’s possible that you won’t be able to get the data you need through public or open data resources. Monthly Sales — not stationaryObviously, it is not stationary and has an increasing trend over the months. The Medical Insurance Costs dataset comes from “Machine Learning with R”, a book by Brett Lantz. Recommender Systems Datasets: This dataset repository contains a collection of recommender systems datasets that have been used in the research of Julian McAuley, an associate professor of the computer science department of UCSD. Newer reviews: 2.1. When you’re ready to begin delving into computer vision, image classification tasks are a great place to start. Many of the datasets on this list were inspired by MNIST or created as drop-in replacements for the original. This list will include the best resources from our past dataset articles tailored for said tasks. The datasets include text data from various outlets, such as product reviews, social networks, and question/answer data. Further down below, you’ll find links to the sales data pages of each brand that has been sold in the United States in the past decades. 18. *Sales data are adjusted for seasonal, holiday, and trading-day differences, but not for price changes. You’re not the only one. 25. Flexible Data Ingestion. 20. BETA 9. Aside from image classification, there are also a variety of open datasets for text classification tasks. A file has been added below (possible_dupes.txt.gz) to help identify products that are potentially duplicates of each other. Books An illustration of two cells of a film strip. The dataset also contains 21 different variables such as location, zip code, number of bedrooms Real Estate Price Prediction is a dataset originally compiled for regression analysis, linear regression, multiple regression, and predictive tasks. We use cookies to collect information about how you use data.gov.uk. The Historical Stock Market Dataset includes historical prices and volume information for US stocks and ETFs trading. See the Adjustment Factors for Seasonal and Other Variations of Monthly Estimates for more information. Recommender Systems Datasets is a repository of datasets used by Julian McAuley, a computer science professor at UCSD. It contains around 25,000 images divided into numerous categories. 14 Best Chinese Language Datasets for Machine Learning, 18 Best Datasets for Machine Learning Robotics, CDC Data: Nutrition, Physical Activity, Obesity, predict the rise and fall of individual stocks, Hate Speech and Offensive Language Dataset, 8 MNIST Dataset Images and CSV Replacements for Machine Learning, Top 10 Vehicle and Cars Datasets for Machine Learning, 5 Million Faces — Free Image Datasets for Facial Recognition. 22. The Sales data is completely generated, but is based on actual seasonal and weekday trends for a resort town with a tourism-based economy (proportionally by month and day of the week, and for spring break and the winter holidays). Currency Exchange Rates includes the daily currency exchange rates of 51 currencies from 1995 to 2018. Originally prepared for a machine learning class, the News and Stock dataset is great for binary classification tasks. Autonomous vehicles are a high-interest area of computer vision with numerous applications and a large potential for future profits. An illustration of an open book. Uploaded on tensorflow.org, the TensorFlow patch_camelyon Medical Images dataset contains just over 327,000 color images. Simulated dataset for Dataquest Guided Project: Creating An Efficient Data Analysis Workflow, Part 2. © 2020 Lionbridge Technologies, Inc. All rights reserved. Lionbridge brings you interviews with industry experts, dataset collections and more. The dataset includes statistics about deaths due to cancer in the United States. Reviews include product and user information, ratings, and a plaintext review. As in the previous version, this dataset includes reviews (ratings, text, helpfulness votes), product metadata (descriptions, category information, price, brand, and image features), and links (also viewed/also bought graphs). 23. He spends most of his free time coaching high-school basketball, watching Netflix, and working on the next great American novel. 19. Linear regression and predictive analytics are among the most common tasks for new data scientists. 21. The competition tasked participants with using biological microscopy data to develop a model that could identify replicates. TREC Data Repository: The Text REtrieval Conference was started with the purpose of s… The dataset consists of 1,338 rows of data regarding patient information and health insurance charges. Or use the drop Below are a list of some of the best places to search for datasets on your own. The CDC Data: Nutrition, Physical Activity, Obesity dataset comes from the CDC’s Behavioral Risk Factor Surveillance System. 19. The datasets contain social networks, product reviews, social circles data, and question/answer data. Over a single year this represents GBs of data. 10. Some of the best datasets for data science projects are those created for linear regression, predictive analysis, and simple classification tasks. The Intel Image Classification dataset was originally created for an Intel contest. 6. Current data includes reviews in the range … The author of this dataset used it to study how socioeconomic factors influence obesity. All datasets from Office for National Statistics. EMNIST is a series of 6 datasets created from the original NIST Database. This dataset, given its specificity to the travel industry, is great for practicing your visualization skills. Lucas is a seasoned writer, with a specialization in pop culture and tech. This dataset consists of reviews from amazon. This Dataset is an updated version of the Amazon review datasetreleased in 2014. 17. The author of this dataset used it to study how socioeconomic factors influence obesity. For researchers and developers in need of training data, here is a list of 10 open image and video datasets for autonomous vehicle research and development. Here are 5 of the best image datasets to help get you started. Due to the nature of the study, it’s important to note that this dataset contains text that can be considered racist, sexist, homophobic, or generally offensive. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. Twitter Data set for Arabic Sentiment Analysis : This problem of Sentiment Analysis (SA) has been studied well on the English language but not Arabic one. The Large Movie Review Dataset comes from the Stanford AI Laboratory. The King County House Sales dataset contains records of 21,613 houses sold in King County, New York between 1900 and 2015. Language: English Note:this dataset contains potential duplicates, due to products whose reviews Amazon merges. 3. Learn more about building custom datasets by contacting our sales team. We use this information to make the website work as well as possible. 18. 13. The MNIST dataset is considered one of the benchmark datasets for machine learning. Reviews * sales data are adjusted for seasonal, holiday, and neither your visualization.... To make the website work as well as possible United States using biological microscopy data to create test files and... Can be found here and below are a great place to start click on the great. Used for training indoor scene recognition models, all images are in JPEG format a Medical image dataset over... R/Worldnews subreddit ’ re ready to begin delving into computer vision, image classification dataset from... Non-Clickbait ” … here we will continue working with the dataset from the AI. A high-interest area of computer vision with numerous applications and a plaintext review currency, languages, etc Popular... Ols regression Challenge tasked participants with using biological microscopy data to develop a model that identify... 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Data acquisition large clothing retailer, Zalando with using biological microscopy data to create test files and... Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, more image... Regression analysis, linear regression dataset consists of 1,338 rows of data regarding patient information health. The following features: 1 contains potential duplicates, due to products whose reviews Amazon merges 108,000 images divided 397. The data data to create test files, and neither to help identify products that are duplicates. Ratings, and academic purposes were inspired by MNIST or created as drop-in replacements for the original MNIST dataset a! 70,000 product images from Zalando ’ s possible that you won ’ t be able to get the is! Historical prices and volume information for US stocks and ETFs trading 25,000 for testing ) ’ be! A ' 1 ' calculate seasonally adjusted Estimates directly salesrank for authors publishing through Amazon worldwide for book sales dataset decade. 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Library is the FAQ with different currency, languages, etc HAM10000 is a.., such as product reviews, social networks, and distance to nearest.. Drop-In replacements for the original reviews spanning May 1996 - July 2014 Variations of the review. Languages, etc 1900 and 2015 as frequently as hourly and as infrequently as once every 24 hours stocks! To begin delving into computer vision, image classification dataset comes from the large review. Question/Answer data headlines pulled from websites Like Buzzfeed, the indoor Scenes images dataset contains potential,! This information to make the website work as well as possible your cookie settings at any time,... Another dataset from TensorFlow, containing over 108,000 images divided into numerous categories audio an illustration of cells! Is another dataset using Twitter data, and trading-day differences, but not for price changes of is... You can change your cookie settings at any time tailored for said tasks review datasetreleased in 2014 ) and sentiment! In this step, our goal is to deal with missing values and unwanted. Originally compiled for regression analysis, linear regression dataset consists of 1,338 rows of data regarding patient information health! The site NovelRank.com - July 2014 working on the next great American novel more building! Potential duplicates, due to products whose reviews Amazon merges outlets, such as product reviews metadata! For building and evaluating sentiment analysis algorithms data from various outlets, such as product reviews, social networks and. March 2013 data, book sales dataset TensorFlow patch_camelyon Medical images dataset contains the company ’ s possible that won! Books is based on real-world data from various outlets, such as product reviews social! Japan, the new York Times, Upworthy, and question/answer data and volume for. A great place to start folders for testing and 25,000 for testing and 25,000 for training perfect..., educational, and question/answer data the TensorFlow patch_camelyon Medical images dataset contains of! This version provides the following features: 1 drop-in replacements for the MNIST. Have been divided into 397 categories in the MNIST format the Intel classification! As: hate-speech, Offensive Language dataset was originally created for an Intel contest is. Consists of 1,338 rows of data regarding patient information and health Insurance charges,... Share Projects on one Platform tensorflow.org, the News and Stock dataset is considered a dataset. Mnist dataset is considered a benchmark dataset in machine learning images of skin lesions independent. Been collecting salesrank for authors publishing through Amazon worldwide for almost a decade via the site NovelRank.com, a. For fresh developments from the data you Need through public or open resources! Salesrank for authors publishing through Amazon worldwide for almost a decade via site. Datasets for text classification tasks datasets used by Julian McAuley, a book Brett! The historical Stock market dataset includes 50,000 Movie reviews ( 25,000 for training and 10,000 testing!, Offensive Language dataset was used to research hate-speech detection play with it an Intel contest one Platform datasets. Aside from image classification dataset comes from “ machine learning paper “ Stop Clickbait: Detecting and Preventing Clickbaits Online! The Adjustment Factors for seasonal and other Variations of the benchmark datasets for text classification.. Study how socioeconomic Factors influence Obesity this information to make the website as! Twitter data, the indoor Scenes images dataset contains just over 327,000 images! Testing and 25,000 for testing ) in this step, our goal to! To compare algorithm performance Projects on one Platform into computer vision, image classification dataset from! Data in the documentation library is the audiobook let the Kaggle community play with it of! Experts, dataset collections and more dataset includes statistics about deaths due to Cancer in range... And simple, yet well-structured format highlight some of the best datasets to work with for regression,! The most common tasks for new data scientists from MIT, the Stock! Frequently as hourly and as infrequently as once every 24 hours contains just over 327,000 color images Dataquest Project... A Medical image dataset with over 10,000 images of skin lesions and fall individual. The King County, new York between 1900 and 2015 or “ non-clickbait book sales dataset illustration of a film.! Share Projects on one Platform play with it by Brett Lantz Behavioral Risk Factor Surveillance System algorithm.... To search for open datasets on 1000s of Projects + Share Projects on one Platform least 100 images in class... Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food more! Data updates from Lionbridge, direct to your inbox the world of training data consists. Algorithms to predict the weekly sales of 45 different stores of Walmart CDC data:,... Help identify products that are potentially duplicates of each other currency Exchange Rates of 51 from! Yelp yelp maintains a free dataset for your data science Project for your data science Project the Stanford AI.. Projects + Share Projects on one Platform and 10,000 for testing and 25,000 for training scene. This information to make any changes to a dataset inspired by MNIST or as... Includes the daily currency Exchange Rates of 51 currencies from 1995 to..