تحليل بيانات الساعات الذكية
تفاصيل العمل
In this project, I explored a dataset containing daily activity metrics from smartwatches, such as step counts and activity levels. The goal was to analyze user activity trends and engineer new features for deeper insights. Key Highlights: Cleaned and preprocessed the dataset (handled missing values, duplicates, and date formats). Performed Exploratory Data Analysis (EDA) with visualizations of step distributions and correlations. Created new features like ActiveRatio (Active Minutes vs. Sedentary Minutes) Identified patterns that could be useful for health tracking applications.
مهارات العمل
بطاقة العمل
طلب عمل مماثل
