This project helps Spark Funds, an asset management company, identify the best investment sectors, countries, and investment types based on global trends. Spark Funds aims to invest where most investors are already investing.
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Business Goals:
- Identify top sectors, countries, and investment types for future investments.
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Analysis Goals:
- Investment Type: Compare venture, seed, angel, and private equity rounds to select the most suitable one.
- Country: Rank countries by investment activity (focus on English-speaking countries).
- Sector: Analyze investments across 8 main sectors.
- Investment data from crunchbase.com.
- Files used:
companies.csv
,rounds2.csv
,mapping.csv
. - Investment constraint: 5 to 15 million USD per round in English-speaking countries.
- Data cleaning and merging.
- Analyze investment types, countries, and sectors.
- Provide actionable insights for Spark Funds’ investment strategy.