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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.

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_y=True, title='Valuation vs Funding', hover_name = 'company')
fig.show()
  • Postive correlation
  • Some companies with valuation < total funding
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DataFrameas
df1
variable
SELECT * FROM 'OrderData.csv'
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DataFrameas
df2
variable
SELECT * FROM 'UserLevelData.csv'
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