/Data-Segmentation-with-PCA-and-K-Medoids-Clustering

Data Mining for Applied Math Research [Volume 1]

MIT LicenseMIT

Data Segmentation with PCA and K-Medoids Clustering

This repo is part of my undergraduate thesis project under Dr. Nuning Nuraini S.Si.,M.Si. supervision. It contains datasets and codes with the following objectives:

  1. Demonstrate PCA (Principal Component Analysis) both from scratch and built-in function.

  2. Apply K-Medoids Clustering on PCA results to segment the data

References for Datasets and Codes:

  • West Java's Public Health Office age-morbidity related data (sensitive information already masked such as names and addresses)

  • PIKOBAR API

  • SimcovID Team Rt simulation results

  • Stackoverflow

Updates:

  • 26/11/2020: Upload notes about delay

  • 27/11/2020: Upload processed datasets and raw codes (pardon my messy code structure :p)

  • 28/11/2020: Update Readme