The difference between data and knowledge in economics and finance is largely down to the relationships. By introducing relationships between companies and individuals, data points transform into actionable knowledge. While relationships are clearly at heart of economic activity, there is very little effort to incorporate them in the modern investment analysis. There is plenty of empirical evidence of the importance of business relationships and relative inattentiveness of investors.