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Introduction

This is a collection of all 1 minute candlesticks of all cryptocurrency pairs on Binance.com. All 80 of them are included. Both retrieval and uploading the data is fully automated—see this GitHub repo.

Content

For every trading pair, the following fields from Binance's official API endpoint for historical candlestick data are saved into a Parquet file:

 #  Column            Dtype     
--- ------            -----     
 0  open_time           datetime64[ns]
 1  open             float32    
 2  high             float32    
 3  low              float32    
 4  close             float32    
 5  volume            float32    
 6  quote_asset_volume      float32    
 7  number_of_trades       uint16    
 8  taker_buy_base_asset_volume  float32    
 9  taker_buy_quote_asset_volume float32    
dtypes: datetime64[ns](1), float32(8), uint16(1)

The dataframe is indexed by open_time and sorted from oldest to newest. The first row starts at the first timestamp available on the exchange, which is July 2017 for the longest running pairs.

Here are two simple plots based on a single file; one of the opening price with an added indicator (MA50) and one of the volume and number of trades:

https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2234678%2Fb8664e6f26dc84e9a40d5a3d915c9640%2Fdownload.png?generation=1582053879538546&alt=media" alt=""> https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2234678%2Fcd04ed586b08c1576a7b67d163ad9889%2Fdownload-1.png?generation=1582053899082078&alt=media" alt="">

Inspiration

One obvious use-case for this data could be technical analysis by adding indicators such as moving averages, MACD, RSI, etc. Other approaches could include backtesting trading algorithms or computing arbitrage potential with other exchanges.

License

This data is being collected automatically from crypto exchange Binance.