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πŸ“Š Employee Sentiment Analysis

An NLP-based application that analyzes employee feedback to detect sentiment, identify flight risks, rank employees, and visualize sentiment trends.


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project 3

Key Features

  • Sentiment Analysis
  • Employee Ranking
  • Flight Risk Detection
  • Trend Analysis
  • Interactive Visualizations

Tech Stack

Category Technologies
Language Python
NLP TextBlob
Machine Learning Scikit-learn
Data Processing Pandas, NumPy
Visualization Matplotlib

Project Structure

data/
notebooks/
src/
outputs/
README.md

Quick Start

git clone https://github.com/nithu0035/sentiment-analysis-LLM.git

cd sentiment-analysis-LLM

pip install -r requirements.txt

python src/sentiment_pipeline.py

Author

Gudipatoju Nitesh

🌐 Portfolio https://nithu0035.github.io/Portfolio-Website

πŸ’Ό LinkedIn https://linkedin.com/in/nitesh-gudipatoju

About

πŸ“Š Employee feedback sentiment analysis using TextBlob & Scikit-learn β€” with monthly trend tracking, employee flight-risk flagging, and linear regression sentiment forecasting.

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