A case study to help a friend to find investors for a startup in the specific type of investment in a suitable location.
Here I have answered the following questions:
- Finding trend of the number of startups per year
- Number of startups in the top locations (Bangalore, Mumbai, and NCR(New Delhi, Noida, Gurgaon) and others).
- Investors who have invested a maximum number of times in startups (in the same company multiple times and different companies)
- Finding the percentage of investments made from Seed Funding, Crowd Funding, Debt Funding, and Private Equity
- Top Investors Investing through different types of Investment Types(Private Equity, Seed Funding, Crowd Funding, Debt Funding
Libraries used:
- Pandas
- Numpy
- Seaborn
- Matlplotlib
- re
- operator
Conclusion from Analysis:
- The trend of number of startups peeked in 2016 and had been declining since.
- NCR has the maximum number of startups followed by Bangalore and Mumbai
- Sequoia Capital has invested maximum times (including repetitive investment in the same company)
- Accel Partners has invested maximum times (in different companies)
- Most of the time Investment Type was Private Equity (~98%).
- Indian Angel Investor invested in maximum number of companies through Crowd and Seed Funding
- Accel Partners Invested in maximum number of companies through private equity.