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SQL Platform Focus Status License GitHub last commit

📱 Social Media Addiction & Its Effects on Mental Health 😵‍💫

📌 Overview

This project investigates the impact of excessive social media use on mental health and sleep patterns. Using MySQL, I cleaned and analyzed a dataset to uncover patterns, including a strong negative correlation between time spent on social media and well-being.

🔍 Key Findings

  • Negative correlation between app usage and mental health scores.
  • Increased screen time linked to sleep disturbances.
  • Data cleaning included handling duplicates, missing values, and correcting wrong entries.

🏗️ Project Structure

📂 Social-Apps-Addiction/

├── 📄 README.md # Project documentation / # Summary

├── 📄 Students Social Media Addiction.csv # Raw data source

├── 📄 Syntax-Data Cleaning and Correlation.sql / # Cleaning queries / # Correlation queries / # Conclusion

├── 📄 Data_Cleaned.sql/ # Processed outputs

🧹 Data Cleaning Steps

Understanding the Dataset

A Quality Checks

  • Checking for duplicates

  • How many distinct different values per Column

  • Checking for Missing Data (NULLs)

  • Checking for missing data per columns

  • Checking for wrong data (age)

B Run Summary Queries

📊 Correlation Analysis

  • Correlation daily usage vs mental health

  • Correlation daily usage vs sleep quality

📝 Conclusion

This analysis highlights the risks of social media addiction, showing measurable declines in mental well-being and sleep quality as usage increases.