Dataset: Cryptocurrency-price-data

About this Dataset

Cryptocurrency-price-data

Context

This data was collected for a dissertation project titled, "Forecasting cryptocurrency prices using machine learning".

Content

The three csv files contain the daily price data for Bitcoin, Ether and Ripple. The data was collected from https://coinmarketcap.com/
The datasets contain the following features:

Open
Close
High
Low
Volume
Market Capitalisation
EMA 10 (Exponential moving average of 10 timesteps)
EMA 30 (Exponential moving average of 30 timesteps)
ATR (Average true range)

Tables

Bitcoin

@kaggle.faushareef_cryptocurrencypricedata.bitcoin

227.79 KB
2861 rows
10 columns


CREATE TABLE bitcoin (
  "date" TIMESTAMP,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "close" DOUBLE,
  "volume" DOUBLE,
  "market_cap" DOUBLE,
  "ema10" DOUBLE,
  "ema30" DOUBLE,
  "atr" DOUBLE
);

Ether

@kaggle.faushareef_cryptocurrencypricedata.ether

156.27 KB
2031 rows
10 columns


CREATE TABLE ether (
  "date" TIMESTAMP,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "close" DOUBLE,
  "volume" DOUBLE,
  "market_cap" DOUBLE,
  "ema10" DOUBLE,
  "ema30" DOUBLE,
  "atr" DOUBLE
);

Ripple

@kaggle.faushareef_cryptocurrencypricedata.ripple

151.88 KB
2764 rows
10 columns


CREATE TABLE ripple (
  "date" TIMESTAMP,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "close" DOUBLE,
  "volume" DOUBLE,
  "market_cap" DOUBLE,
  "ema10" DOUBLE,
  "ema30" DOUBLE,
  "atr" DOUBLE
);