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Datasets for Technical Interviews

Workflow

1. Activating the Poetry .venv

  1. which poetry
  2. poetry install
  3. poetry env info --path
  4. source .venv/bin/activate

2. Generating Fake ecommerce .csv files

Run source scripts/create_fake_datasets.sh to create customers.csv, products.csv, transactions.csv, transaction_items.csv and reviews.csv

This is all that is needed for Pandas and python.

Jupyter Lab for this .venv

  1. Create a kernel just for this .venv project python -m ipykernel install --user --name=.venv --display-name="technical-interview-prep-pandas". This is only run once. The installed kernelspec .venv is in /Users/neilbardhan/Library/Jupyter/kernels/.venv

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Scripts to create a SQLite3 database for supporting Data Science technical interview practice in SQL and Pandas

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