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python code to perform k-means clustering in a diversified consumer base

GPL-3.0 license

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Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
LICENSE		LICENSE
MarketSegmentation.csv		MarketSegmentation.csv
README.md		README.md
clustering_report.pdf		clustering_report.pdf
mkt_segmentation.ipynb		mkt_segmentation.ipynb
mkt_segmentation.py		mkt_segmentation.py

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py_customers_segmentation

python code to perform k-means clustering on consumer base

.csv dataset for reproducibility is provided

These are the statistical models implemented in the code:

Cleaning and Normalizing data for sex identification
KNN Classification of sex
Random Forest Classification of sex
Clustering analysis
Elbow Method on multiple dimensions
K-Means fitting