Which base currency should I choose?

That completely depends on your trading goals. We would personally recommend to select either Bitcoin (BTC) or Ethereum (ETH) for a higher trading activity, but of course your profits are then influenced by the price fluctuations of those. Choosing a stablecoin like USDT or TUSD will result in less trading activity, as the volatility with those pairs is lower.