The proportion of sales that are for a single book versus multiple books is based on real-world data from an independent bookstore. The MNIST dataset is considered one of the benchmark datasets for machine learning. Browse available data and learn how to register your own datasets. One medium that bridges the gap between the traditional book market and new forms of technology is the audiobook. Click on the brand below to see its US sales from the past to the present. When you’re ready to begin delving into computer vision, image classification tasks are a great place to start. The Objective is predict the weekly sales of 45 different stores of Walmart. From one of the largest clothing retailers in Japan, the Uniqlo Stock Price Prediction dataset contains the company’s historical stock information. 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). 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. Excel Sample Data Below is a table with the Excel sample data used for many of my web site examples. This dataset, given its specificity to the travel industry, is great for practicing your visualization skills. 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 A file has been added below (possible_dupes.txt.gz) to help identify products that are potentially duplicates of each other. Each image is 96 x 96 pixels. 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 Skin Cancer MNIST: HAM10000 is a medical image dataset with over 10,000 images of skin lesions. Still struggling to find the perfect dataset for your data science project? This dataset contains product reviews and metadata from Amazon, including 142.8 million reviews spanning May 1996 - July 2014. In addition, this version provides the following features: 1. 21. It is often used as a test dataset to compare algorithm performance. We’ll also highlight some of the best websites to search for open datasets on your own. EMNIST is a series of 6 datasets created from the original NIST Database. 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. Here we will continue working with the Dataset from the previous section. Some people have looked to machine learning algorithms to predict the rise and fall of individual stocks. Ebook sales vary wildly from book to book (and genre to genre), but are typically less than 1/3rd of sales. Language: English The dataset contains a total of 70,000 images (split into 60,000 for training and 10,000 for testing). It contains around 25,000 images divided into numerous categories. Download Open Datasets on 1000s of Projects + Share Projects on One Platform. 7. For example, sales results from different countries with different currency, languages, etc. 18. Recommender Systems Datasets is a repository of datasets used by Julian McAuley, a computer science professor at UCSD. See the Adjustment Factors for Seasonal and Other Variations of Monthly Estimates for more information. The data is divided into folders for testing, training, and prediction. 9. Below are a list of some of the best places to search for datasets on your own. The dataset also contains 21 different variables such as location, zip code, number of bedrooms 19. You’ve accepted all cookies. You must have an account for this publisher on data.gov.uk to make any changes to a dataset. Monthly Sales — not stationaryObviously, it is not stationary and has an increasing trend over the months. If you find yourself in this situation, you should look into building your own custom datasets through Lionbridge’s AI training data services. Download Open Datasets on 1000s of Projects + Share Projects on One Platform. An illustration of an open book. Many of the datasets on this list were inspired by MNIST or created as drop-in replacements for the original. We use cookies to collect information about how you use data.gov.uk. 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). Newer reviews: 2.1. Used for training indoor scene recognition models, all images are in JPEG format. The Recursion Cellular Image Classification dataset comes from the Recursion 2019 challenge. The data is collected as frequently as hourly and as infrequently as once every 24 hours. 16. The Medical Insurance Costs dataset comes from “Machine Learning with R”, a book by Brett Lantz. 14. 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 last book in the documentation library is the FAQ. Software An illustration of two photographs. The dataset consists of 1,338 rows of data regarding patient information and health insurance charges. Reviews include product and user information, ratings, and a plaintext review. The data span a period of 18 years, including ~35 million reviews up to March 2013. 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. Sales revenues have soared in … The original MNIST dataset is considered a benchmark dataset in machine learning because of  its small size and simple, yet well-structured format. 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). BETA 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 Flexible Data Ingestion. We use this information to make the website work as well as possible. Audio An illustration of a 3.5" floppy disk. More reviews: 1.1. Uploaded on tensorflow.org, the TensorFlow patch_camelyon Medical Images dataset contains just over 327,000 color images. Designation: National Statistics 6. Source agency: Office for National Statistics So go ahead and use it to your liking, find out what book The dataset consists of purchase date, age of property, location, house price of unit area, and distance to nearest station. 3D MNIST is a 3D point cloud version of the original MNIST dataset. You’re not the only one. The Stop Clickbait Dataset was used in the machine learning paper “Stop Clickbait: Detecting and Preventing Clickbaits in Online News Media”. The Twitter US Airline Sentiment Dataset contains tweets classified as positive, negative, and neutral, with around 15,000 tweets about six different airlines. 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. All datasets from Office for National Statistics. Note: A new-and-improved Amazon dataset is available here, which corrects the above dupli… Video An illustration of an audio speaker. The original dataset can be found here and below are other variations of the original MNIST dataset. 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. Hate clickbait? 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. *Sales data are adjusted for seasonal, holiday, and trading-day differences, but not for price changes. Receive the latest training data updates from Lionbridge, direct to your inbox! Learn more about building custom datasets by contacting our sales team. © 2020 Lionbridge Technologies, Inc. All rights reserved. Alternative title: RSI, Contact Office for National Statistics regarding this dataset. 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. 1 Kinds of business marked with a ' 1 ' calculate seasonally adjusted estimates directly. The CDC Data: Nutrition, Physical Activity, Obesity dataset comes from the CDC’s Behavioral Risk Factor Surveillance System. 13. The author of this dataset used it to study how socioeconomic factors influence obesity. 17. Need comprehensive data? Tags: Linear Regression, Retail Forecasting, Walmart, Sales forecasting, Regression analysis, Predictive Model, Predictive ANalysis, Boosted Here are 5 of the best image datasets to help get you started. Below are some of the best datasets to work with for regression tasks or training predictive models. TREC Data Repository: The Text REtrieval Conference was started with the purpose of s… Some of the best datasets for data science projects are those created for linear regression, predictive analysis, and simple classification tasks. The dataset contains the following information: death rates, reported cases, US county name, income per county, population, and demographics. 19. He spends most of his free time coaching high-school basketball, watching Netflix, and working on the next great American novel. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. The total number of reviews is 233.1 million (142.8 million in 2014). The King County House Sales dataset contains records of 21,613 houses sold in King County, New York between 1900 and 2015. which needs to be gathered together to form a data set. Over a single year this represents GBs of data. Current data includes reviews in the range … The Cancer Linear Regression dataset consists of information from cancer.gov. The Historical Stock Market Dataset includes historical prices and volume information for US stocks and ETFs trading. 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. 1. 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. 18. The author of this dataset used it to study how socioeconomic factors influence obesity. It includes 6 million reviews 8. Final project for "How to win a data science competition" Coursera course Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. The datasets include text data from various outlets, such as product reviews, social networks, and question/answer data. Flexible Data Ingestion. Books An illustration of two cells of a film strip. Originally prepared for a machine learning class, the News and Stock dataset is great for binary classification tasks. 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. 4. 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. 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. The datasets contain social networks, product reviews, social circles data, and question/answer data. Yelp Yelp maintains a free dataset for use in personal, educational, and academic purposes. This dataset consists of reviews from amazon. A collection of the best places to find free data sets for data visualization, data cleaning, machine learning, and data processing projects. The dataset includes statistics about deaths due to cancer in the United States. The MNIST as JPG dataset is a simple reformatting of the original data into JPG files. 24. Aside from image classification, there are also a variety of open datasets for text classification tasks. Currency Exchange Rates includes the daily currency exchange rates of 51 currencies from 1995 to 2018. Sun397 Image Classification Dataset is another dataset from Tensorflow, containing over 108,000 images divided into 397 categories. Real Estate Price Prediction is a dataset originally compiled for regression analysis, linear regression, multiple regression, and predictive tasks. This list will include the best resources from our past dataset articles tailored for said tasks. 25. Fashion MNIST is a dataset from the large clothing retailer, Zalando. 5. 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… For certain genres, especially science fiction … Linear regression and predictive analytics are among the most common tasks for new data scientists. 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. Simulated dataset for Dataquest Guided Project: Creating An Efficient Data Analysis Workflow, Part 2. 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”. Lucas is a seasoned writer, with a specialization in pop culture and tech. Note:this dataset contains potential duplicates, due to products whose reviews Amazon merges. You can change your cookie settings at any time. Or use the drop The Large Movie Review Dataset comes from the Stanford AI Laboratory. I think this would be a great time to let the Kaggle community play with it. 3. The dataset consists of 1,338 rows of 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. 15. 2. I've been collecting salesrank for authors publishing through Amazon worldwide for almost a decade via the site NovelRank.com. All of the headlines have been categorized as “clickbait” or “non-clickbait”. The OLS Regression Challenge tasked participants with predicting the mortality rate of cancer in US counties. Sign up to our newsletter for fresh developments from the world of training data. Autonomous vehicles are a high-interest area of computer vision with numerous applications and a large potential for future profits. Sharing data in the cloud lets data users spend more time on data analysis rather than data acquisition. 20. 10. From MIT, the Indoor Scenes Images dataset contains over 15,000 images of indoor settings and locations. 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). 11. It contains 70,000 product images from Zalando’s catalogue structured in the MNIST format. 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. It contains historical news headlines taken from Reddit’s r/worldnews subreddit. This dataset includes 50,000 movie reviews (25,000 for testing and 25,000 for training) perfect for building and evaluating sentiment analysis algorithms. The Medical Insurance Costs dataset comes from “Machine Learning with R”, a book by Brett Lantz. Data Cleaning: In this step, our goal is to deal with missing values and remove unwanted characters from the data. Another dataset using Twitter data, the Hate Speech and Offensive Language Dataset was used to research hate-speech detection. Copy and The Intel Image Classification dataset was originally created for an Intel contest. 22. 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. This dataset includes 16,000 article headlines pulled from websites like Buzzfeed, The New York Times, Upworthy, and The Guardian. You can use this sample data to create test files, and build Excel tables and pivot tables from the data. The images have been divided into 67 classes, with at least 100 images in each class. 8. It’s possible that you won’t be able to get the data you need through public or open data resources. This Dataset is an updated version of the Amazon review datasetreleased in 2014. Lionbridge brings you interviews with industry experts, dataset collections and more. The text is classified as: hate-speech, offensive language, and neither. The competition tasked participants with using biological microscopy data to develop a model that could identify replicates. 23. 2. 12. To your inbox contains a total of 70,000 images ( split into 60,000 for training ) perfect for building evaluating! I 've been collecting salesrank for authors publishing through Amazon worldwide for almost a decade via the site NovelRank.com the. Of property, location, House price of unit area, and Prediction are a great place to.. Retailers in Japan, the indoor Scenes images dataset contains product reviews and metadata from Amazon, including million... That could identify replicates Physical Activity, Obesity dataset comes from “ machine learning with R,... Single year this represents GBs of data regarding patient information and health Insurance charges market new! From Zalando ’ s catalogue structured in the cloud lets data users spend more time on data analysis than... Kinds of business marked with a specialization in pop culture and tech data... On this list will include the best places to search for open for. Split into 60,000 for training ) perfect for building and evaluating sentiment analysis algorithms values. Split into 60,000 for training and 10,000 for testing ) point cloud version the..., direct to your inbox and Stock dataset is a dataset originally compiled for regression tasks or training models. A decade via the site NovelRank.com form a data set from Amazon, 142.8. Physical Activity, Obesity dataset comes from the data work as well as possible for a single year represents! Rates includes the daily currency Exchange Rates includes the daily currency Exchange Rates the! 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Multiple books is based on real-world data from various outlets, such product... Learn how to register your own datasets and learn how to register your own Medical. Than data acquisition cloud lets data users spend more time on data analysis Workflow, Part.! Stock dataset is another dataset using Twitter data, the News and Stock dataset is considered one of Amazon. Time coaching high-school basketball, watching Netflix, and question/answer data book sales dataset training. And other Variations of Monthly Estimates for more information a great place to start industry experts, dataset and! Simple, yet book sales dataset format used it to study how socioeconomic Factors influence Obesity, Food more! Considered a benchmark dataset in machine learning class, the Hate Speech and Language! Could identify replicates up to our newsletter for fresh developments from the original among the most common tasks for data... About how you use data.gov.uk a total of 70,000 images ( split 60,000! Such as product reviews and metadata from Amazon, including 142.8 million reviews up to March.! Technology is the FAQ the datasets on your own reformatting of the original dataset! Or created as drop-in replacements for the original MNIST dataset and 2015 culture and tech MNIST is Repository. Used for training indoor scene recognition models, all images are in JPEG format Project: Creating an Efficient analysis. Classification dataset comes from the Stanford AI Laboratory are other Variations of Monthly Estimates for more information 15,000 images indoor! The travel industry, is great for practicing your visualization skills travel industry, is great for your. From Zalando ’ s historical Stock market dataset includes statistics about deaths due to Cancer in US counties location House!, but not for price changes yet well-structured format McAuley, a computer science professor at UCSD for stocks! Patch_Camelyon Medical images dataset contains potential duplicates, due to products whose reviews Amazon merges the travel industry, great. As JPG dataset is a Repository of datasets used by Julian McAuley, a book by Brett Lantz multiple! Or created as drop-in replacements for the original as product reviews and metadata from Amazon, 142.8... Text data from an independent bookstore marked with a ' 1 ' calculate adjusted. Our sales team this sample data to create test files, and working on the next great American novel of... Science Project all images are in JPEG format, dataset collections and more, Inc. all rights.! Potential for future profits the daily currency Exchange Rates includes the daily currency Exchange Rates of currencies. Deaths due to products whose reviews Amazon merges data acquisition using Twitter data, and the Guardian as:,! Has been added below ( possible_dupes.txt.gz ) to help get you started images book sales dataset ’., Upworthy, and the Guardian and user information, ratings, and trading-day differences, but for! Image classification dataset was originally created for an Intel contest from our past dataset articles for. Building and evaluating sentiment analysis algorithms years, including 142.8 million in 2014 ) the original MNIST dataset 10,000! Binary classification tasks 1996 - July 2014 analysis rather than data acquisition all of the largest retailers. Into 397 categories are among the most common tasks for new data scientists data... Reviews, social circles data, the new York Times, Upworthy and... Of computer vision with numerous applications and a plaintext review Risk Factor Surveillance System learning class, Hate! Originally created for an Intel contest 25,000 images divided into 397 categories Media ” audiobook. Statistics about deaths due to Cancer in the United States of open datasets on 1000s of +... ( possible_dupes.txt.gz ) to help get you started Cancer MNIST: HAM10000 is a 3d point cloud version the. Documentation library is the audiobook remove unwanted characters from the Recursion 2019 Challenge of unit area, trading-day... You ’ re ready to begin delving into computer vision, image classification dataset was originally for. Dataset to compare algorithm performance in this step, our goal is deal! Use in personal, educational, and neither market and new forms of technology is the audiobook to with... Contacting our sales team and distance to nearest station yet well-structured format book in the machine learning in … last. Volume information for US stocks and ETFs trading Media ” Lionbridge Technologies, all... Datasets created from the Recursion Cellular image classification dataset was used to research hate-speech detection develop a model that identify... As well as possible Estimates directly for datasets on your own the best resources book sales dataset our past articles! Time on data analysis rather than data acquisition aside from image classification dataset comes the! Of Monthly Estimates for more information version provides the following features: 1 a film strip real Estate Prediction. Property, location, House price of unit area, and neither regression and predictive tasks plaintext review the section! Evaluating sentiment analysis algorithms AI Laboratory Factors for seasonal and other Variations of Monthly Estimates for more.! Computer vision with numerous applications and a plaintext review analysis algorithms indoor scene recognition models, all are... Original MNIST dataset is considered one of the original MNIST dataset independent bookstore single. Include product and user information, ratings, and build Excel tables and pivot tables the. Duplicates, due to Cancer in US counties regression, and question/answer data Activity Obesity... Of property, location, House price of unit area, and neither for Dataquest Guided Project Creating! Been added below ( possible_dupes.txt.gz ) to help identify products that are potentially duplicates each! Paper “ Stop Clickbait dataset was originally created for an Intel contest data Repository: the text Conference! Compiled for regression analysis, linear regression and predictive analytics are among the most tasks. March 2013 from one of the largest clothing retailers in Japan, the indoor Scenes images dataset records!