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Unicorn funding vs valuation

Analyzing unicorn company data

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

Spinner
DataFrameas
df
variable
SELECT *
FROM companies
INNER JOIN funding USING(company_id);
import plotly.express as px
import pandas as pd

# Assuming you have already connected to the database and fetched the data into a DataFrame
# Replace df with the actual DataFrame containing the data from the database

fig = px.scatter(df, x='funding', y='valuation', log_x = True, log_y = True, title='Valuation vs Funding', hover_name = "company")
fig.show()
  • Positive correlation
  • Some companies with valuation < total funding
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