When i was working on my guide, i felt like i need my own dataset so that i can help explain all the concepts in a better way. So i decided to create a fake data set with 18 Columns and 3000 Rows.
๐ฌ Code for generating data - "python_datagen.ipynb"
๐ Exported dataset - "fake_data_export.csv"
๐ผ Pandas - general data wrangling
๐ฅธ Faker - Name Generation
๐ฒ Random - Data generation for both Numerical and Categorical data
๐ข Numpy - Math Operations
๐ชช uuid - Generate Unique ID