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Requirements:

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• Python 3.10

🔍 Planned Tasks:

• Sentiment Analysis: 💬 Understand user opinions from comments and captions.
• Image Recognition: 🖼️ Identify objects, scenes, and people in images.
• Content Trend Analysis: 📈 Track trending topics and hashtags.
• User Engagement Prediction: 🚀 Predict high-engagement posts.
• Community Detection: 🌐 Identify user communities.
• Hashtag Analysis: #️⃣ Determine hashtag popularity and relevance.
• Influencer Identification: 👑 Find influential users in specific niches.
• Recommender Systems: 🎯 Suggest content based on user preferences.
• Time Series Analysis: ⏰ Analyze trends over time for various metrics.
• Network Analysis: 🤝 Study user connections and interactions.

🏗️ Structure:

1. Data Collection: 📥 Set up scraping tools to gather Instagram data.
2. Data Preprocessing: 🧹 Clean and format the data for analysis.
3. Exploratory Data Analysis: 🔍 Explore data characteristics and relationships.
4. Modeling: 🤖 Develop machine learning models for various tasks.
5. Evaluation: 📊 Assess model performance using appropriate metrics.
6. Visualization: 📊 Create engaging visualizations to present insights.
7. Deployment: 🚀 Deploy models and visualizations in a user-friendly interface.

Installing development requirements

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pip install -r requirements.txt