Thanks for your question. The quality of historical data is the key for effective trading strategy. To provide high quality standards, Simdaq collects historical data from several vendors that pass multi-level checks and are carefully compared. Conflicts are resolved in semi-manual mode. We are developing our own parsers and dumpers to collect level 2 data. It is a big part of the project and we pay lots of attention to it.