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Analyzing unicorn company data

Unicorn funding vs valuation

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DataFrameavailable as
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()
  • Postivie correlation
  • Some companie with valuation < total funding
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