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 c
INNER JOIN funding f ON c.company_id = f.company_id

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

Likely a positive relationship between funding and valuation. Some companies' funding is actually larger then their valuation.