Why Cryptocurrency?

Combined market value over $1 trillion (Bloomberg)
Over $40 billion worth of cryptocurrencies are traded every day (Kaggle)
Popular assets for speculation and investment (Kaggle)
Extremely volatile (Kaggle)
Number of transactions paid with crypto on e-commerce sites grows by 12.5% every year (Triple A)
Up to 40% of customers pay with cryptocurrency (Triple A)

10 Cryptocurrencies
Analyzed

Binance Coin (BNB)

Bitcoin (BTC)

Cardano (ADA)

Dogecoin (DOGE)

Ethereum (ETH)

Litecoin (LTC)

Monero (XMR)

Stellar (XLM)

Tether (USDT)

XRP (XRP)

www.cryptocompare.com - Hourly data, Mining data

www.coinwarz.com - Mining Profitability & Difficulty data

www.coinbase.com - Daily market cap scraping

www.alphavantage.com - Daily and Monthly Stock Market data

Cryptocurrency Historical Data - Historical data for common/popular cryptocurrencies

S&P 500 Historical Data - Historical data for the S&P500

Which cryptocurrencies are the most volatile?

Which cryptocurrencies are the most stable?

Using machine learning, can we predict the close price of the 10 (selected) cryptocurrencies?

How do cryptocurrencies compare to the broader market?

What is the rate of fluctuations in the prices of cryptocurrency in x amount of time?

What is the average age of the top 10 coins by marketcap?