productivity vs Social media

This project analyzes how social media usage affects individual and workplace productivity by examining patterns in screen time, task completion rates, and behavioral trends. The dataset includes variables such as time spent on different platforms, performance metrics, and user self-assessment surveys. The analysis aims to identify whether increased social media usage correlates with lower productivity levels or if certain types of use (such as communication or professional networking) can have neutral or positive effects. Using data visualization and statistical techniques, the project highlights key insights, identifies productivity risk factors, and provides recommendations to improve focus and work efficiency. The analysis provides clear insights into future workforce needs and highlights the most in-demand skills, supported by interactive dashboards created entirely in Excel.