This article I wrote on Lionbridge AI is one of my most-viewed articles on the blog and has received a lot of attention in data science forums. Since a lot of people seem to find it useful, I’m happy to share it with the Hacker Noon community. With the rise of cryptocurrencies around the world, there are now more ways than ever for people to invest their money. However, it’s not as simple as buying low and selling high. If you could accurately predict the stock market, you’d be one of the richest people on earth. As a result, there have been previous studies on . For those of you looking to build similar predictive models, this article will introduce 10 stock market and cryptocurrency datasets for machine learning. how to predict the stock market using sentiment analysis Stock Market Datasets 1. — This dataset includes the historical daily prices and volume information for US stocks and ETFs trading on NASDAQ, NYSE, and NYSE MKT. The data was last updated on November 10th, 2017 and the files are all in CSV format. Historical Stock Market Dataset 2. — With data taken from imkb.gov.tr and finance.yahoo.com, this dataset was created to test predictive algorithms. The dataset includes info from the Istanbul stock exchange national 100 index, S&P 500, and MSCI. Furthermore, it includes the stock market return indexes of Brazil, Germany, Japan, and the UK. Istanbul Stock Exchange 3. — Originally prepared for a deep learning and NLP class, this dataset was meant to be used for a binary classification task. News and Stock Data includes historical news headlines crawled from Reddit’s r/worldnews subreddit from June 8th, 2008 to July 1st, 2016. Additionally, it includes Dow Jones Industrial Average data from August 8th, 2008 to July 1st, 2016. News and Stock Data 4. — This dataset includes historical stock market data from Dow Jones, NASDAQ, and S&P 500. The data is in a CSV file and includes information from 1977 to 2017. Stock Market from a High Level 5. — This information comes from the Federal Reserve Bank of St. Louis. The dataset contains data about the total value of shares traded during certain time periods versus the average market capitalization for that period. Stock Market Turnover Ratio 6. — The previous items on this list featured general stock market data. However, this dataset focuses solely on a single company, Uniqlo. One of the largest clothing retailers in Japan, Uniqlo has been around for over five decades. This dataset includes the stock information for the company from 2012 to 2016. Uniqlo Stock Price Prediction National Currencies and Cryptocurrency Datasets 7. — With the rise of cryptocurrency around the world, more and more people are looking to invest in it. CoinMarketCap is a market analysis website that provides information on thousands of cryptocurrencies. This dataset includes information taken from CoinMarketCap with the following columns: date, symbol, open, high, low, close, volume, and market cap. CoinMarketCap Dataset 8. — This dataset includes information about the daily currency exchange rates reported to the International Monetary Fund. Furthermore, the data contains info on 51 currencies from January 1st, 1995 to November 4th, 2018. Currency Exchange Rates 9. — This is a large dataset including historical price data for all cryptocurrencies on the market. The data ranges from April 28th, 2013 to November 30th, 2018. Furthermore, it includes the following information: coin names, date, rank, close ratio, and spread. Daily Prices for All Cryptocurrencies 10. — From Histdata.com, this dataset resource provides free Forex data for multiple currencies. The data is available for the following applications/platforms: General ASCII, MetaStock, MetaTrader, Microsoft Excel, and Ninja Trader. Free Forex Data

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10 Best Stock Market Datasets for Machine Learning

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