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With ever-lasting negativity surrounding the present society, social media is considered an outlet for most of us. But what happens when you’re having a bad day, deeply wanting to take a break, but your social feed is full of negativity too? Introducing Joyfeed -- a browser extension that joyifies the virtual community you “live” in. By installing Joyfeed’s Google Chrome extension, Joyfeed analyzes users’ facial expression and predicts their emotion using Machine Learning. If the user is not feeling happy, Joyfeed will then filter the user’s social feed based on its content’s sentimental value.

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