12 Best Cryptocurrency Datasets for Machine Learning

Article by Meiryum Ali | May 22, 2019

Most of the world was first introduced to cryptocurrency with the worldwide boom of Bitcoin trading from 2016 to 2018. While the prices of Bitcoin have dropped drastically since the 2017 upswing, many people are still trading cryptocurrency today.

Cryptocurrency is a digital or virtual currency that uses cryptography for security. It includes encryption techniques used to regulate value amount, verify transactions, and operate independently without a central bank. Cryptocurrency can be valuable because of their security feature, which makes them resilient against counterfeits.

Machine learning is useful for cryptocurrency because it can predict prices and identify scams before they occur, based on historical data. With trade volumes reaching billions of dollars a day, it’s no wonder there’s increased interest in finding datasets for cryptocurrencies. To get you started, here are Lionbridge AI’s top picks for cryptocurrency datasets for machine learning.

 

Cryptocurrency Datasets for Machine Learning

Ethereum Historical Data: Data from Ethereum, an open-source, public, blockchain-based distributed computing platform. Contains data from launch (July 2015) to March 2018

Bitcoin Historical Data: CSV files for bitcoin exchanges from Jan 2012 to July 2018, with by-the-minute updates of OHLC (Open, High, Low, Close), Volume in BTC and currency, as well as weighted bitcoin price.

Crypto Compare Coins List: Prices, charting and market analysis from 65 of the top crypto exchanges globally. Also provides an API from which to access data

Top 100 Cryptocurrency Historical Data: Historical pricing data as tracked by CoinMarketCap for the top 100 cryptocurrencies by market capitalization as of September 22, 2017, and is current to that date.

Spreadsheet: Delivers market, mining, and alternative cryptocurrency data from hundreds of sources.

Cryptodatasets: Exactly what the title suggests. Offers a host of free datasets of historical prices
for cryptocurrencies on various trading platforms.

Poloniex: A crypto exchange platform that also provides API for data mining.

Coin Gecko: Price data on nearly 2,500 cryptocurrencies worldwide.

Kitties on the Blockchain: Dataset on Crypto-kitties in CSV format in blocks of a thousand kitties each.

Brave New Coin: Provides daily end-of-day datasets on Bitcoin trading. APIs deliverreal-time and historic crypto data from 200+ exchanges.

Cryptodatadownload: Provides data on different global cryptocurrencies exchanges. CSV files updated almost daily on a cumulative basis.

Coinigy Bitcoin Data: Offers high quality datasets on a per-month pricing model. Data is available in both RAW (Every Trade) and OHLCV (Open, High, Low, Close, Volume) format as a tab-delimited CSV file.

 

Interested in other datasets for machine learning? Be sure to check out our list of 50 Best Free Datasets for Machine Learning or 17 Best Finance & Economic Datasets for more. Want to create your own custom AI training data? Contact us to learn more about how Lionbridge AI can help you get high-quality, affordable datasets for machine learning.

    Welcome!

    Sign up to our newsletter for fresh developments from the world of training data. Lionbridge brings you interviews with industry experts, dataset collections and more.