The explosion of business data in the past year has been phenomenal. Big data is complicated and never ending. In the market, the web, etc., data is discussed in terms of storage or the tools used to capture it. In the broker dealer community, access of data has become crucial for the principals. Analyzing the data is important in improving the firm's, corporate growth structures.