Project for Blockchain Research Lab (BRL)

[somiljain2006]

🎯 RELOAD'25 Task Submission

👤 Participant Information

• Full Name: [somil jain]
• Email: [somil16022006@gmail.com]
• Phone: [9997990155]
• College Roll No: [2400270100174]
• Year & Branch: [2nd year CSE]

🎯 Task Details

• Track: [Machine Learning]
• Task Completed: Task [5] - [ML - Smartphone Usage Analysis]

🔗 Submission Links

• GitHub Repository: [https://github.com/somiljain2006/smartphone]

🛠️ Technical Implementation

Tech Stack/Tools Used:

• Primary: [Python]
• Libraries: [pandas, matplotlib, scikit-learn]
• Environment: [Jupyter]

✨ Features Showcase

Core Features Implemented:

• [It can handle missing and duplicate values efficiently and can handle outliners too]
• [It shows relationships between different columns, which helps us to understand data easily and draw conclusions based on it.]

Bonus Features Added:

• [Interactive Visualizations ]
• [Creative Analysis]

📊 Analysis Completed:

• Data cleaning and preprocessing
• Usage patterns analysis
• Academic performance correlation
• Sleep impact analysis
• Mental health indicators
• [Additional analyses]

✅ Checklist Confirmation

• All features working as intended
• Repository is public and accessible

---