There are many different types of instruments (including stocks, bonds, funds, options, futures, currencies, etc.) and hundreds of different markets for investment, leading to an extremely large and hard to define universe of data [REF].
In addition to market price data there are data known as market reference data, such as a ticker name, which describe securities, commodities and transactions.