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Market basket analysis

This project was an assignment for the Big Data class at University of Siena. You can look at the final report Big Data Project.pptx for more details.

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  • Kaggle competition - a sample dataset of over 3 million grocery orders from more than 200.000 users. The orders include 32 million basket items and 50.000 unique products
  • objective = predict which previously purchased products will be in a users next order
  • classification problem - we need to predict whether each pair of user and product is a reorder or not
  • used datasets can be downloaded here

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