Skip to content
Analyzing unicorn company data
Analyzing unicorn company data
In this workspace, we'll be exploring the relationship between total funding a company receives and its valuation.
DataFrameas
SELECT *
FROM companies
INNER JOIN funding
USING(company_id)
import plotly.express as px
import numpy as np
import pandas as pd
px.scatter(df, x='funding', y='valuation', log_x=True, hover_name='company')- There is a positive correlation between valuation and funding. The higher the valuation, the higher the funding.
- Funding tends to be mostly between 50 milion and 1B for most companies, which is a useful insight for unicorn companies that are in the process of pitching investors for funding. Asking for funding within this range, is likely to be successful.