pandas-datareader splits their API calls from the specific platform (Yahoo, Google, Quandl, etc). Expand paths like datareader/coins/ to datareader/coins/hitbtc/ and datareader/coins/cryptocompare/
Full paths may not be required. But make private platform-specific libraries for separating concerns.