We then compare the attributes of these firms’ funding rounds with those of the general population. This allows us to determine if and to what degree the funded companies from the studied population are different from the entire population of venture funded companies along several dimensions. We then assume that these differences characterize the contrast between our studied sample of requests and the entire population of VC funding requests