Bitcoin Data for Machine Learning
Access the data we use to predict Bitcoin price movement, including 57 data points spanning economic, global index, commodity, and sentiment. Use this data for machine learning and AI projects.
You’ll find both raw and transformed data. We have evaluated hundreds of data points and found these to be the most influential in predicting the price of Bitcoin 30 days in the future.
Bitcoin Data for Machine Learning
Bitcoin Data for Machine Learning General Information
You must have an Insider Pro membership to access the data.
It costs hundreds of dollars per month to gather, store, and transform this data. This data set will be highly beneficial if you’re interested in running your own machine-learning experiments.
- Updates daily shortly after 0 UTC.
- Have a request? Use the comments section below.
Bitcoin Data for Machine Learning API
You can utilize our API services to build your data set programmatically as new data arrives. API keys are included with the Insider Pro membership.
Learn how to use Crypto-ML’s APIs.
Bitcoin Data for Machine Learning Convention
- Each column is a data field.
- Data fields beginning with “x” are raw data points. Manipulate them to suit your project’s needs.
- Data fields beginning with “v” are features used in our machine-learning models. These are either an index or transformed.
Bitcoin Data for Machine Learning Definitions
| Field | Description |
|---|---|
| Date | Date of data pull |
| xPrice | Bitcoin price at time of data pull |
| xPriceSmooth | Bitcoin price average of current and prior 2 days |
| x3Price | Bitcoin price 3 days ago |
| v3Price | Percent change between xPrice and x3Price * 100 |
| x10Price | Bitcoin price 10 days ago |
| v10Price | Percent change between xPrice and x10Price * 100 |
| x30Price | Bitcoin price 30 days ago |
| v30Price | Percent change between xPrice and x30Price * 100 |
| x60Price | Bitcoin price 60 days ago |
| v60Price | Percent change between xPrice and x60Price * 100 |
| x90Price | Bitcoin price 90 days ago |
| v90Price | Percent change between xPrice and x90Price * 100 |
| vSentiment | Fear and greed index including volatility, market momentum/volume, social media, dominance, and Google Trend data. |
| vDOM | Day of the month |
| vDOW | Day of the week |
| xBBup | 30-day Bollinger Band upper limit |
| xBBlow | 30-day Bollinger Band lower limit |
| vBBup | (xBBup – xPrice) / xPrice |
| vBBlow | (xBBlow – xPrice) / xPrice |
| vVIX | The CBOE Volatility Index. |
| v30VIX | 30-day change in the vVIX * 100 |
| v13WT | The 13-week treasury bill rate |
| v3013WT | 30-day change in the v13WT * 100 |
| v10YRT | The 10-year treasury bond rate |
| v3010YRT | 30-day change in the v10YRT * 100 |
| vYieldCrv | v10YRT – v13WT |
| v30-YieldCrv | 30-day change in the vYieldCrv * 100 |
| xCrude | NY crude oil futures |
| v30Crude | 30-day change in the xCrude * 100 |
| xWheat | Chicago wheat futures |
| v30Wheat | 30-day change in the xWheat * 100 |
| vDX | Dollar Index |
| v30DX | 30-day change in the vDX * 100 |
| xSP500 | S&P 500 |
| v30SP500 | 30-day change in the xSP500 * 100 |
| xNASD | NASDAQ composite |
| v30NASD | 30-day change in the xNASD * 100 |
| xDow | Dow Jones Industrial Average |
| v30Dow | 30-day change in the xDow * 100 |
| xRussell | Russell 2000 |
| v30Russell | 30-day change in the xRussell * 100 |
| xGold | CMX gold futures |
| v30Gold | 30-day change in the xGold * 100 |
| xEURUSD | EUR/USD currency exchange rate |
| x30EURUSD | 30-day change in the xEURUSD * 100 |
| xUSDJPY | USD/JPY currency exchange rate |
| v30USDJPY | 30-day change in the xUSDJPY * 100 |
| xFTSE | London top 100 stock index Financial Times Stock Exchange |
| v30FTSE | 30-day change in the xFTSE * 100 |
| xShenzhen | China top 500 stock index Shenzhen Stock Exchange |
| v30Shenzhen | 30-day change in the xShenzhen * 100 |
| xNikkei | Japan top 225 stock index Tokyo Stock Exchange |
| v30Nikkei | 30-day change in the xNikkei * 100 |
| xEmerMar | iShares MSCI emerging markets ETF |
| v30EmerMar | 30-day change in the xEmerMar * 100 |
| Stamp | Unique row key that can be ignored |