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Identify the asset codes needed for your portfolio strategy.
Because you can access exact tick data, you can simulate strategies that depend on volatility, spread widening, or fast market movements.
: Access every single price change (tick) rather than just the Open-High-Low-Close (OHLC) of a specific minute. SWFX Marketplace Liquidity
For data scientists and quantitative developers building proprietary engines using Pandas, NumPy, or Backtrader, Python offers automated web-scraping and parsing wrappers:
Identify the asset codes needed for your portfolio strategy.
Because you can access exact tick data, you can simulate strategies that depend on volatility, spread widening, or fast market movements.
: Access every single price change (tick) rather than just the Open-High-Low-Close (OHLC) of a specific minute. SWFX Marketplace Liquidity
For data scientists and quantitative developers building proprietary engines using Pandas, NumPy, or Backtrader, Python offers automated web-scraping and parsing wrappers: