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Michael Szczepaniak/

Analyzing unicorn company data

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Analyzing unicorn company data

In this workspace, we'll be exploring the relationship between total funding a company receives and its valuation.

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SELECT * FROM companies INNER JOIN funding ON companies.company_id = funding.company_id -- not what's in video
import plotly.express as px
px.scatter(df, x='funding', y='valuation', log_x=True, log_y=True, hover_name='company')
  • There seems to be a positive correlation between funding and valuation
  • There some companies for which funding > valuation (e.g. Snapdeal, Magic Leap)
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