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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
SELECT * FROM public.companies INNER JOIN funding USING(company_id)
import plotly.express as px
px.scatter(df,x="funding",y="valuation",log_y=True,log_x=True,hover_name="company")

from what we see:

  • there is corelation between the funding and the valuation
  • there are some companise that had (funding > valuation)
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