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

[1]

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', hover_data = ['country'])

Key points

In general, companies with higher funding seem to have higher valuations
However, some companies have funding > valuation.
On hovering over the graph, it displays the company name, funding, valuation and country.