Venture Capital (Data)
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Contents
Arching Objective
To create a master venture capital data set on which all other projects requiring venture capital data will be built.
Variables to Pull
Company Level
- coname
- state
- Industry
- address
- date of founding
- date of first investment
- date of last investment
- total amount invested
- MSA, CMSA
- city
- date of liquidity event
- value of liquidity event
round level
main round
- round date
- round amount
- coname (or primary key)
- round number
- stage
round on one line
- round on one line
- round date
- round amount
- name of investor
- coname (or primary key)
Fund Level
- fund name
- closing date
- last investment
- first investment
- msa
- msa code
- average investment
- number of companies invested
- total known investment
- address
Data sets to build
- number of deals (first investments) by state, industry, msa, city, year, quarter
- number of foundings (conditional on receiving vc later) by state, industry, msa, city, year, quarter
- deal amount (first investment) by stage, state, industry, msa, city, year, quarter
- invested amount (any round) by stage, state, industry, msa, city, year, quarter
- number of deals by stage state, industry, msa, city, year, quarter
- number of investments (any round) by stage, state, industry, msa, city, year, quarter
- number of investors by stage, state, industry, msa, city, year, quarter
- date company reached liquidity event or died/dollar value of that event?
Project Idea
Examine health of entrepreneurship ecosystem within an MSA or CMSA and how it is affected by the proximity of venture-backed companies to one another (measured by minimum circle area between firms within the MSA). The goal is to see whether MSA's with closer or further proximity between companies see greater growth in successive years.
In order to be considered "living," the companies must have not undergone IPO's, liquidations, or acquisitions and must have received venture funding within the last 5 years. If these requirements are not met, they are dropped from the data.