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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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DataFrameas
df
variable
-- List the 5 companies that attracted the most funding
SELECT *
FROM companies
	INNER JOIN funding ON companies.company_id = funding.company_id
ORDER BY companies.company_id ASC
import plotly.express as px

fig = px.scatter(df, x='funding', y='valuation', log_x=True, log_y=True, title='Company Valuation vs Funding', hover_name='company')
fig.show()
df
hist = px.scatter(df, x='country', y='company',  title='Company per country', hover_name='company')
hist.show()
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