The emergence of big data in finance has had a major impact on equities trading. However, other asset classes have seen less of an impact, since fewer alternative data sets are available to support them. In recent years this has changed with the proliferation of various social media sources and with the development of more advanced knowledge graphs that supports global macro themes.