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unstructured-data-analysis

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Documentation for the BigConnect platform

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  • Updated Oct 31, 2019

Sentiment Mining (Unstructured data)- This repository focuses on Creating a Word Cloud (with most frequent/significant words) and Created list of top words by product, K-Means and PCA plot for the reviews based on category of topics as pulled by the textual review analysis of Amazon Customer Reviews on Electronic Products

  • Updated Jul 30, 2020
  • Jupyter Notebook

This project showcases a complete data cleaning and basic analytics workflow on a real-world-style employee health dataset, simulating inconsistencies often found in raw data. It includes both uncleaned and cleaned Excel files, plus a pivot-based dashboard to derive insights.

  • Updated Jul 14, 2025

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