Calvin - give your content marketing team a raise - or yourself since it's your byline :)

This is an outstanding breakdown and I loved the "highlight" strategy.

Composition feels a lot more like high quality / expensive financial services report aka Greenstreet Advisors but targeted to growth ecosystem.

Couple of questions:

1) If you could pick 3 early stage companies in your analysis to be an investor in which 3 would you select?

2) Do you guys have a data business around anonymous usage beyond this article or planning to get into the space?