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Project description
🥪 Jaffle Shop Generator 🏭
The Jaffle Shop Generator or jafgen is a python package with a simple command line tool for generating a synthetic data set suitable for analytics engineering practice or demonstrations.
Installation
pip install jafgen
Use
jafgen takes one argument, years, which sets the length of time the simulation generates synthetic data for.
# generate a simulation spanning 3 years from 2016-2019
jafgen --years 3
Purpose
Finding a good data set to practice, learn, or teach analytics engineering with can be difficult. Most open datasets are great for machine learning -- they offer single wide tables that you can manipulate and analyze. Full, real relational databases on the other hand are generally protected by private companies. Not only that, but they're a bit too real. To get to a state that a beginner or intermediate person can understand, there needs to be an advanced amount of analytics engineering transformation applied.
Approach
Coming soon.
Contribution
Coming soon.
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