Part 0 - The Data

This whole section can be skimmed, but the goal here is to generate usable data that looks and feels like a real group of people

Tasks

• Use Faker to generate a population of sample people
• Use numpy.random and some sweet maths to fill in custom values
• Get all that into a pd.DataFrame and figure out a way to assign a manager to everyone

• Finally, hire a CEO and pay them too much

• Get started in the Workbook

Extras

• Add more information to our people
• Align roles/locations more with reality:
  • Executives in headquarters location (with exceptions)
  • Managers should all be "Full Time"
• Merge logic back into Faker so that we can keep track of things like unique values and simplify the interface
• What other kinds of organizations can we model? Store each set of generators as a separate Faker locale