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**(Like "*Partner*" And Not Like "Admin*" And Not Like "Advisor*" And Not Like "Limited*") Or "Principal" Or "Director" Or "Managing Director" Or "CEO" Or Like "*Founder*" Or Like "*Investment*" Or Like "*Executive Officer*"
*Fund Executives were marked as ServedOnBoard if they appeared on the board of any portfolio company in the dataset at any time
 
*The Company and fund zip codes were standardized to 5 digits
*Companies must not have null or "Undisclosed" names
*Funds must not be named "Undisclosed Fund" and must have participated in a first round of investment in the period of interest (i.e. within the constraint on date of first investment on companies)
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