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model-adequacy-checking

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Ehsan-Behzadi / Online-Retail-Data-Analysis-and-Preprocessing

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This project analyzes and preprocesses the Online Retail dataset to uncover insights into customer purchasing behaviors, sales trends, and product performance. It includes data cleaning, exploration, and visualization, with the goal of enhancing understanding of online retail dynamics.

visualization data-analytics preprocessing feature-engineering data-exploration data-cleaning multicollinearity k-means-clustering elbow-method cohort-analysis rfm-analysis feature-encoding normality-test online-retail linear-regression-model exploratory-data-analysis-eda model-adequacy-checking box-cox-transformation rule-based-segmentation z-score-method
  • Updated Apr 22, 2025
  • Jupyter Notebook

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