shalevt/Social_Media_vs_Productivity

该数据集来自Kaggle，名为社交媒体与生产力，包含30,000个观察值和19个特征，涵盖数值型和类别型变量。目标变量为actual_productivity_score（实际生产力得分），是一个连续变量。数据集结合了行为变量（社交媒体使用、通知）、职业特征（工作类型、工作时间）和健康指标（压力、睡眠、倦怠），旨在分析生产力作为多因素结果的表现。

The dataset is sourced from Kaggle under the title Social Media vs Productivity. It contains 30,000 observations with 19 features, including numerical and categorical types. The target variable is actual_productivity_score, a continuous measure. The dataset combines behavioral variables (social media usage, notifications), occupational characteristics (job type, work hours), and well-being indicators (stress, sleep, burnout), allowing productivity to be analyzed as a multifactorial outcome rather than a single behavioral proxy.