driving_test_measurements

Data Dictionary The dataset includes 12 attributes and 204 records, each capturing a significant aspect of driver concentration and performance. 1. User ID: A unique identification number of each driver. 2. Concentration Score 1: Reflects the driver's ability to maintain attention and focus while driving. 3. Concentration Score 2: Measures the driver's alertness and ability to avoid distractions under varying driving conditions. 4. Concentration Score 3: Assesses the driver's overall concentration level, indicating sustained attention over time. 5. Response Time Score 1: Evaluates the driver's reaction speed to sudden changes in the driving environment, such as road hazards or traffic fluctuations. 6. Response Time Score 2: Measures the driver's quickness in reacting to unexpected events, such as pedestrians or other vehicles entering the driving space. 7. Response Time Score 3: Indicates the driver's ability to respond efficiently to unforeseen situations and potential dangers. 8. Response Time Score 4: Assesses the driver's overall response time, capturing their ability to make timely decisions at critical moments. 9. Keep Cool Score 1: Reflects the driver's capability to remain calm and composed in stressful driving situations while maintaining focus. 10. Keep Cool Score 2: Measures the driver's ability to remain resilient under pressure, ensuring effective decision-making in tense driving conditions. 11. Keep Cool Score 3: Evaluates the driver's emotional regulation and composure in high-stress environments, contributing to safe driving behaviors. Category: Classifies drivers into three groups: High Concentration, Moderate Concentration, and Low Concentration.