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Unicorn funding vs valuation

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DataFrameas
df
variable
SELECT * FROM companies inner join funding USING(company_id)
import plotly.express as px

fig = px.scatter(df, x='funding', y='valuation', log_x=True, log_y=True, title='Valuation vs Funding', hover_name= 'company')
fig.show()
  • Positive correlation
  • some companies with valuation < total funding
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