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Unicorn funding vs valuation

Spinner
DataFrameas
df
variable
-- Explore the data in the table
SELECT * FROM companies INNER JOIN funding USING(company_id)

import plotly.express as px

# Create a scatter plot
fig = px.scatter(df, x='funding', y='valuation', 
                 log_x=True, log_y=True, title=' Valuation vs Funding', hover_name='company')

# Show the plot
fig.show()
  • Positive correlation
  • Some companies with Valuation < total Funding