🎭 Multi-Lingual Emotion Analyzer Detect emotions in 50+ languages with AI-powered intensity scoring Analyze customer feedback, social media posts, and reviews across any language to understand joy, sadness, anger, fear, surprise, and disgust with 89-99% accuracy. --- ## 🚀 What It Does This Apify actor analyzes text in any language and returns: - 6 emotion scores (0-100 scale) - Dominant emotion with intensity level - Sentiment classification (positive/negative/neutral) - Auto language detection - Confidence score for reliability --- ## ✨ Features - 🌍 50+ Languages - English, Spanish, French, Hindi, Japanese, Arabic, and more - 🎯 High Accuracy - 89-99% confidence scores using Gemini AI - ⚡ Fast Processing - 2 seconds per text - 📊 Intensity Levels - Low/Medium/High emotion strength - 🔍 Cultural Context - Detects sarcasm and cultural expressions --- ## 📥 Input Format { "texts": [ "I'm so happy today! 😊", "Je suis très en colère!", "यह बहुत दुखद है" ], "detectLanguage": true } --- ## 📤 Output Format { "text": "I'm so happy today! 😊", "language": "eng", "languageName": "English", "emotions": { "joy": 95, "sadness": 0, "anger": 0, "fear": 0, "surprise": 30, "disgust": 0 }, "dominantEmotion": "joy", "intensity": "high", "sentiment": "positive", "confidence": 0.99, "timestamp": "2025-12-06T09:41:03.970Z" } --- ## 💼 Use Cases - Customer Support - Detect frustrated customers across languages - Social Media Monitoring - Track brand sentiment globally - Market Research - Analyze product reviews in any language - Mental Health Apps - Identify emotional distress signals - E-commerce - Understand customer satisfaction patterns --- ## 🛠️ Tech Stack - Apify SDK - Scalable data processing - Google Gemini AI - Multi-lingual emotion detection - Franc - Language detection - TypeScript - Type-safe implementation --- ## 📦 Deployment Environment Variables Required: - GEMINI_API_KEY - Your Google AI API key Run on Apify Platform: apify push Run Locally: apify run --input-file test_input.json --- ## 🎯 Market Opportunity The emotion AI market is projected to reach $73.5B by 2030, growing at 14.78% annually. Multi-lingual capabilities are a key competitive differentiator in the sentiment analysis space. --- ## 📄 License MIT License --- ## 🤝 Contributing Built for the HackThisFall x Apify Hackathon 2025. Open to improvements and feature requests! --- Ready to understand emotions in any language? Start Analyzing