🧠 BiasLens

Detect political bias in news headlines using Machine Learning & NLP

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🚀 Overview

BiasLens classifies news headlines based on political bias, helping users identify hidden ideological leanings.

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🌍 Dataset

• India 🇮🇳
• Bangladesh 🇧🇩
• Indonesia 🇮🇩
• USA 🇺🇸

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⚙️ Tech Stack

• Python
• Pandas, NumPy
• Scikit-learn (LinearSVC, TF-IDF)
• Matplotlib, Seaborn

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🔍 Workflow

1. Preprocess headlines
2. TF-IDF vectorization
3. Train LinearSVC model
4. Predict & evaluate

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📊 Output

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💡 Future Scope

• Deep Learning (BERT, LSTM)
• Real-time news analysis
• Web/App integration

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👨‍💻 Author

Gautham Bala
GitHub: thefallenmaster

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