The data, information layouts, and APIs provided by information brokers are well tested with Excel and straight forward. Excel really shines when used in financ

The data, information layouts, and APIs provided by information brokers are well tested with Excel and straight forward. Excel really shines when used in financial environment. The problems with Excel appear when the incoming data is "dirty". Outside the finance industry there less financial incentive to ensure data is reliably interpreted in Excel.