Private companies with a valuation over $1 billion as of March 2022, including each company's current valuation, funding, country of origin, industry, select investors, and the years they were founded and became unicorns.
This dataset contains a csv table with 1,074 records, one for each company.
#mavenunicornchallenge
- Valuations in year 2021 makes up one-third of total valuations since the beginning of time.
- Unicorns in United States and China outperformed the rest of the world with 72% overall valuations.
- Bytedance, SpaceX, SHEIN and Stripe are the most successful unicorns which performed better than an average unicorn at $71 billion.
- Unicorns in AI, E-Commerce, Fintech and Edtech industries are valued higher than the average unicorn at $3.5 billion.
- A unicorn takes an average of 7 years to attain valuation of $1billion and become a unicorn.
Conducted simple data wrangling and data cleaning:
- Removed rows with missing values
- Cleaned
ValuationandFundingcolumns and cast as float - Exclude rows with "Unknown"
Fundingvalues - Explode
Select Investorscolumn into individual rows for categorical analysis
📍 Jupyter script: Notebook
📍 Clean Data: unicorn_companies_clean.csv
Produced a 1-pager dashboard using Tableau.
Tableau: Link
