Analyzing unicorn company data

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

DataFrameas

df

variable

SELECT * 
FROM companies INNER JOIN funding USING(company_id)

import plotly.express as px
px.scatter(df, x="funding", y="valuation", log_x=True, log_y=True, hover_name="company")

Result: Apparentely there is a positive correlation between the companies funding and valuation.