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unstructured-data-analysis

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krishcy25 / SentimentMining-UsingPython-WordCloud-and-TextHero

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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

sentiment-analysis wordcloud pca kmeans-clustering unstructured-data unstructured-data-analysis wordcloud-visualization texthero
  • Updated Jul 30, 2020
  • Jupyter Notebook

Analyst-Lochan / Employee-Health-Analysis-DashBoard-Advance-Excel-

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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.

pivot-tables data-visualization business-intelligence data-analysis data-preprocessing data-cleaning real-world-data health-analytics unstructured-data unstructured-data-analysis excel-project employee-health kpi-tracking excel-dashboard data-analyst-portfolio productivity-metrics
  • Updated Jul 14, 2025

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