Question: You are required to use the dataset contained within the file Groceries data.csv and then perform the following analysis by testing at least 2 classification
You are required to use the dataset contained within the file Groceries data.csv and then perform the following analysis by testing at least 2 classification algorithms and using Market basket analysis:
- Perform an initial analysis of the data (EDA) using python in your Jupyter notebook.
- Discuss your findings and what relevance they might have on your planned classification algorithms and Market Basket analysis.
- Perform any preparation of the data, that you feel is necessary, using python in your Jupyter notebook.
- Explain your rationale behind your data preparation and how it will assist you.
- Create and implement Market Basket Analysis on the grocery dataset and discover the 5 most likely pairings of products.
- Make a classification of your choice using the dataset. Compare at least 2 different classification algorithms. Comment on the accuracy differential between the training and testing set and any difference in the algorithms results
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