Arthu-eng/Imisepela-App

A real time tracking app of the imisepela App serving the youths in Zambia # Imisepela-App A real time tracking app of the imisepela App serving the youths in Zambia # Imisepela App – Youth Progress Tracking Data ## 📌 Overview The **Imisepela App Data Module** is designed to track and analyze user progress, with a specific focus on **youth engagement, self-management, and behavioral outcomes** while using the app. This repository contains data structures, tracking logic, and analytics approaches used to: ## 🎯 Objectives The main goals of this module are: - Track **youth activity and engagement** - Measure **progress consistency** - Identify **patterns of improvement or decline** - Enable **early intervention for struggling users** - Support **data-driven decision making** --- ## 📊 Key Metrics Tracked ### 1. User Engagement - Daily logins - Session duration - Feature usage frequency ### 2. Progress Indicators - Tasks completed - Goals achieved - Milestones reached ### 3. Consistency Metrics - Streaks (daily/weekly activity) - Drop-off rates - Inactive periods ### 4. Behavioral Signals - Frequency of missed tasks - Reduced engagement trends - Irregular usage patterns --- ## 🧠 User Classification Model Users are grouped into two main categories: ### ✅ Managing Users Users who: - Maintain consistent engagement - Complete assigned tasks regularly - Show steady or improving progress ### ⚠️ Struggling Users Users who: - Show declining engagement - Frequently miss tasks - Have inconsistent or erratic usage patterns --- ## 🔍 Data Structure (Sample) ```json { "user_id": "12345", "age_group": "15-18", "daily_activity": { "logins": 5, "avg_session_minutes": 12 }, "progress": { "tasks_completed": 18, "goals_achieved": 3 }, "consistency": { "current_streak": 4, "inactive_days": 2 }, "status": "struggling" }