The dataset consists of information on various advanced automotive features, detailing their functionality, manufacturers, availability, and use cases across different vehicle types. Each entry includes a unique ID and notes on the specific capabilities or technologies utilized in these features.
| ID | Feature | Description | Manufacturer | Availability Year | Vehicle Types | Accurate Use Cases | Notes |
|---|---|---|---|---|---|---|---|
| 1 | Adaptive Cruise Control | Automatically adjusts the vehicle speed to maintain a safe distance from vehicles ahead. | Toyota | 2000 | Cars, SUVs | Long highway drives, stop-and-go traffic | Uses radar and cameras to monitor traffic. |
| 2 | Automatic Emergency Braking | Detects an impending collision and applies the brakes if the driver fails to respond. | Ford | 2013 | Cars, Trucks | Urban driving, busy intersections | Can significantly reduce crash severity. |
| 3 | Lane Keeping Assist | Helps the driver stay in their lane by providing steering assistance. | BMW | 2015 | Cars | Highway driving, winding roads | Works best on well-marked roads. |
| 4 | Blind Spot Monitoring | Alerts the driver of vehicles in the blind spot when changing lanes. | Honda | 2013 | Cars, SUVs | Highway driving, merging | Some systems may provide steering assist. |
| 5 | Parking Assistance | Guides the vehicle into a parking spot, either parallel or perpendicular. | Mercedes-Benz | 2009 | Cars, SUVs | Urban parking situations | May also include front and rear sensors. |
| 6 | Cross Traffic Alert | Warns of oncoming traffic when reversing out of parking spaces. | Audi | 2014 | Cars, SUVs | Reversing out of parking spaces | Uses sensors to detect vehicles. |
| 7 | Traffic Sign Recognition | Identifies and displays road signs to the driver. | Volkswagen | 2012 | Cars, SUVs | Urban driving | Helps maintain speed limits. |
| 8 | Forward Collision Warning | Warns the driver of an imminent collision ahead. | Chevrolet | 2013 | Cars, SUVs, Trucks | City driving, highway driving | Often paired with emergency braking. |
| 9 | Adaptive Headlights | Adjusts headlight direction based on speed and steering angle. | Lexus | 2008 | Cars | Night driving, winding roads | Improves visibility around curves. |
| 10 | Automatic High Beams | Automatically switches between high and low beams based on oncoming traffic. | Subaru | 2015 | Cars | Night driving | Enhances safety without manual adjustment. |
| 11 | Lane Departure Warning | Alerts the driver when unintentionally drifting out of their lane. | Nissan | 2017 | Cars, SUVs | Highway driving, long trips | Can work with or without lane keep assist. |
| 12 | Collision Avoidance System | Uses data from multiple sensors to predict and prevent collisions. | Tesla | 2015 | Cars | Urban driving, highway driving | Highly advanced systems in newer models. |
| 13 | Safety Exit Assist | Alerts passengers of oncoming traffic before opening doors. | Volvo | 2019 | Cars, SUVs | Urban driving, parked situations | Enhances passenger safety. |
| 14 | Emergency Evasive Steering | Provides assistance to steer away from obstacles during emergency situations. | Mazda | 2019 | Cars, SUVs | Highway driving, urban driving | A dynamic steering aid. |
| 15 | Pedestrian Detection | Detects pedestrians in the vehicle's path and warns or stops the vehicle. | Hyundai | 2018 | Cars, SUVs | City driving | Can minimize accidents with pedestrians. |
| 16 | Surround View Camera | Provides a bird's-eye view of the vehicle's surroundings to assist in parking. | Kia | 2016 | Cars, SUVs | Parking in tight spaces | Helps eliminate blind spots while parking. |
| 17 | Traffic Jam Assist | Automatically controls acceleration and braking in heavy traffic. | BMW | 2019 | Cars, SUVs | Stop-and-go conditions | Combines adaptive cruise control with lane keeping. |
| 18 | Tire Pressure Monitoring System (TPMS) | Monitors air pressure in the tires to improve safety and efficiency. | Ford | 2007 | Cars, SUVs, Trucks | Every drive | Helps prevent tire blowouts. |
| 19 | Vehicle Stability Control | Helps prevent skidding and loss of control during sudden maneuvers. | Honda | 2001 | Cars, SUVs, Trucks | Variable driving conditions | Integrated with anti-lock braking systems. |
| 20 | Hill Start Assist | Prevents rolling backward on inclines when starting to drive. | Toyota | 2008 | Cars, SUVs | Hilly areas, stoplights on inclines | Automatic engagement when stopping. |
| 21 | Child Safety Locks | Prevent the rear doors from being opened from the inside. | Chevrolet | 1990 | Cars,SUVs | Family driving | Essential for child safety. |
| 22 | Adaptive Suspension Systems | Adjusts the vehicle's suspension for optimal handling and comfort. | Audi | 2014 | Cars | Varied road conditions | Improves ride quality during dynamic driving. |
| 23 | Stray Vehicle Detection | Detects if the vehicle is approaching a lane change without signaling and alerts the driver. | Mercedes-Benz | 2019 | Cars,SUVs | Highway driving | Enhances lane changing awareness. |
| 24 | All-Wheel Drive (AWD) Monitoring | Improves traction by distributing power to all wheels based on road conditions. | Subaru | 2010 | SUVs,Crossovers | Rural driving, poor weather | Enhances stability in adverse conditions. |
| 25 | Voice Recognition Technology | Allows the driver to operate systems using voice commands. | Ford | 2015 | Cars, SUVs | Dynamic driving, hands-free operation | Aids driver focus on the road. |
| 26 | Night Vision System | Uses infrared cameras to detect pedestrians and animals at night. | BMW | 2005 | Luxury Cars | Night driving | Significantly increases visibility. |
| 27 | Reverse Auto Braking | Automatically applies brakes during reversing if an obstacle is detected. | Toyota | 2016 | Cars,SUVs | Parking maneuvers | Helps prevent accidents while reversing. |
| 28 | Driver Attention Alert | Monitors driver behavior and suggests breaks if signs of fatigue are detected. | Audi | 2018 | Cars,SUVs | Long trips | Promotes safe driving practices. |
| 29 | Intelligent Speed Assistance | Calculates speed limits and warns drivers when they exceed them. | Volvo | 2019 | Cars,SUVs | Urban, suburban driving | Can be less intrusive with driver adjustment. |
| 30 | Blind Spot Camera | Shows a live feed of the blind spot on the dashboard or rearview mirror. | Ford | 2020 | Cars,SUVs | Merging and changing lanes | Helps reduce blind spot accidents. |
| 31 | Automatic Parking Braking | Applies brakes automatically if a potential collision is detected while parking. | Hyundai | 2019 | Cars,SUVs | Parking in tight spots | Works with parking assist features. |
| 32 | Radar Cruise Control | Maintains speed and distance from the vehicle ahead using radar. | Mercedes-Benz | 2007 | Cars,SUVs | Long highway drives | Adaptive to traffic changes. |
| 33 | Robust Driver Monitoring System | Utilizes face and eye tracking technology to monitor driver alertness. | Nissan | 2020 | Cars,SUVs | Long-distance travel | Works to prevent accidents due to inattentiveness. |
| 34 | Active Lane Change Assist | Provides steering assistance to change lanes safely. | Tesla | 2021 | Cars,SUVs | Highway driving | Dependent on clear lane conditions. |
| 35 | Load Management Systems | Distributes vehicle's weight dynamically for enhanced control. | Ford | 2018 | Trucks | Heavy loads | Aids stability while driving with loads. |
| 36 | Emergency Lane Keeping Assist | Helps the driver steer back into the lane if drifted without signaling. | Toyota | 2020 | Cars,SUVs | Highway driving | Additional safety feature for erratic movements. |
| 37 | 360-Degree Camera Views | Provides a comprehensive view around the vehicle for parking and maneuvering. | Porsche | 2019 | Cars,SUVs | Narrow streets,Parked situations" | Eliminates blind spots during parking. |
| 38 | Connected Vehicle Technology | Enables communication between vehicles to improve safety and traffic efficiency. | GM | 2020 | All vehicles | Traffic scenarios | Assists in collision avoidance. |
| 39 | Adaptive Emergency Braking | Adjusts braking power based on the collision risk and driver response. | Honda | 2021 | Cars,SUVs | Busy intersections | Improves passenger safety. |
| 40 | Smart Traction Control | Handles changing traction conditions automatically to enhance stability. | Nissan | 2015 | Cars,SUVs | Rain, snow, mud | Aids in maintaining control. |
| 41 | Acoustic Vehicle Alerting System (AVAS) | Provides sound alerts for electric and hybrid vehicles to improve safety for pedestrians. | Toyota | 2020 | Electric Vehicles | City driving | To meet regulations for silent vehicles. |
| 42 | Towing Assistance Systems | Assists with the safe towing of trailers, providing guidelines and warnings. | Chevrolet | 2018 | Trucks | Towing situations | Facilitates safe handling during towing. |
| 43 | Clarity/Clarity Plus Charging Hub Connection | Integrates intelligent charging systems for electric vehicles. | BMW | 2022 | Electric Vehicles | Urban driving | Aids vehicle charging management. |
| 44 | Highway Driving Assistant | Offers semi-autonomous features for highway driving scenarios, including steering and speed control. | Mercedes-Benz | 2021 | Cars,SUVs | Highway driving | Merges adaptive cruise and lane keeping. |
| 45 | Remote Start Systems | Allows drivers to start their vehicle remotely to precondition temperatures. | Volkswagen | 2015 | Cars,SUVs | Cold weather climates | Enhances comfort upon entry. |
| 46 | Adaptive Load Control | Automatically adjusts vehicle suspension based on load weight for improved handling. | Ram | 2021 | Trucks | Towing, heavy loads | Ensures optimal performance under dynamic loads. |
| 47 | Child Presence Alert | Reminds the driver to check the back seat for child passengers before exiting the vehicle. | Nissan | 2020 | Cars,SUVs | Family vehicles | Helps prevent child abandonment. |
| 48 | Integrated Navigation Assist | Guides the driver with visual and auditory directions to a destination while minimizing distractions. | Ford | 2021 | Cars,SUVs | Long trips | Enhances route planning. |
| 49 | Real-Time Traffic Updates | Provides updates on traffic conditions and suggests alternative routes. | Volkswagen | 2020 | Cars,SUVs | Daily commute | Improves travel efficiency. |
| 50 | Seamless Smartphone Integration | Allows for full integration of smartphone functions such as navigation, calls, messages through the vehicle's system. | BMW | 2019 | Cars,SUVs | Daily driving | Facilitates hands-free control of mobile devices. |
| 51 | Easy Entry/Exit Features | Adjusts seat and steering wheel positions for comfortable entry and exit from the vehicle. | Toyota | 2021 | Cars,SUVs | Individuals with mobility issues | Enhances accessibility. |
| 52 | Over-the-Air Software Updates | Allows vehicle software to be updated remotely, enhancing performance and features. | Tesla | 2018 | Electric Vehicles, Cars | Regular improvements | Keeps systems up to date without dealer visits. |
| 53 | Emergency Roadside Assistance Integration | Provides instant access to roadside assistance services through the vehicle's interface. | GM | 2019 | Cars,SUVs | Any breakdown situation | Peace of mind for drivers. |
| 54 | Integrated Dash-Cam Features | Records video and driving data, providing details in case of an accident. | Hyundai | 2020 | Cars,SUVs | Insurance claims, safety | Protects both driver and passengers. |
| 55 | Vehicle-to-Grid Technology | Enables electric vehicles to send energy back to the grid. | BMW | 2022 | Electric Vehicles | Sustainable energy management | Encourages renewable energy use. |
| 56 | In-Vehicle Health Monitoring | Monitors driver vital signs to detect health emergencies while driving. | Mercedes-Benz | 2021 | Luxury Cars | Long-distance journeys | Raises alerts if health anomalies are detected. |
| 57 | Personalized Driver Profiles | Allows customization of vehicle settings based on individual driver preferences. | Ford | 2021 | Cars,SUVs | Family vehicles | Enhances convenience for multiple drivers. |
| 58 | Proactive Collision Avoidance | Utilizes multiple sensors to anticipate and avoid potential collisions before they occur. | Toyota | 2022 | Cars,SUVs | Urban driving | Continues improving safety features. |
| 59 | Road Condition Feedback Systems | Informs the driver about current road conditions, like icy or wet surfaces. | Audi | 2020 | Cars,SUVs | Variety of road conditions | Improves driving awareness. |
| 60 | Overhead Cabin View Cameras | Provides a bird's-eye view of the vehicle's interior for safety checks. | Kia | 2019 | SUVs | Child supervision | Ensures child safety while on board. |
| 61 | Parking Space Measurement Technology | Measures parking space dimensions to determine if the vehicle can fit. | Honda | 2018 | Cars,SUVs | Urban driving | Helps with parking decisions. |
| 62 | Infrared Night Vision Safety | Allows drivers to see in complete darkness using infrared imaging. | BMW | 2022 | Luxury Vehicles | Night driving | Significantly increases nighttime safety. |
| 63 | Automated Vehicle Maintenance Notifications | Alerts the driver when vehicle maintenance is needed. | Ford | 2019 | Cars,SUVs | Daily use | Enhanced vehicle monitoring. |
| 64 | Cargo Management Systems | Ensures optimal storage and securing of cargo, especially in trucks. | Ram | 2020 | Trucks | Cargo transportation | Improves loading capabilities. |
| 65 | Safety Record Notifications | Informs drivers of potential recalls and safety issues with their vehicle. | Toyota | 2021 | Cars,SUVs | Any vehicle | Promotes safe ownership. |
| 66 | Smart Emergency Response Systems | Connects vehicles with emergency services during accidents for rapid assistance. | Chevrolet | 2022 | Cars,SUVs | Emergency situations | Supports driver safety. |
| 67 | Driver Speed Limiting Features | Allows the owner to set maximum speed limits for the vehicle. | Ford | 2020 | Cars,SUVs | Teen drivers, family vehicles | Improves safety for new drivers. |
| 68 | Integrated Security Features | Utilizes alarms, immobilizers, and tracking systems for vehicle security. | Tesla | 2021 | Electric Vehicles | Urban environments | Protects against theft. |
| 69 | Post-Collision Braking Systems | Prevents further collisions after the vehicle has been in an accident. | Honda | 2019 | Cars,SUVs | Accident scenarios | Enhances post-impact safety. |
| 70 | Vehicle Condition Scanning | Analyzes vehicle conditions to predict potential issues and failures. | Toyota | 2022 | Cars,SUVs | Daily use | Future preventive maintenance. |
| 71 | Real-Time Weather Updates | Provides updates on current weather conditions and warnings during a drive. | Volkswagen | 2022 | Cars,SUVs | Long trips | Increases situational awareness. |
| 72 | Customizable Mood Lighting | Allows personalization of interior lighting for driver comfort. | BMW | 2020 | Luxury Cars | Night driving | Enhances comfort during drives. |
| 73 | In-Car Wi-Fi Connectivity | Provides internet access to passengers while on the road. | Chevrolet | 2017 | Cars,SUVs | Long trips | Enhances passenger experience. |
| 74 | Advanced Airbag Systems | Utilizes multiple airbags strategically placed for optimal protection. | Toyota | 2003 | Cars | Accident situations | Enhanced passenger safety. |
| 75 | Speed Adaptive Headlights | Adjusts based on vehicle speed, improving visibility at various speeds. | Audi | 2019 | Luxury Cars | Night driving | Increases visibility in turns or curves. |
| 76 | Environmental Impact Detection | Monitors emissions and prompts the driver for eco-friendly driving adjustments. | Ford | 2020 | Electric Vehicles | Daily commutes | Promotes responsible driving. |
| 77 | Voice-Activated Navigation and Control | Enables hands-free operation of navigation and vehicle functions via voice. | Nissan | 2021 | Cars | Every drive | Increases convenience for the driver. |
| 78 | Collision Reconstruction Technology | Analyzes crash data to reconstruct accident scenarios for accountability. | Tesla | 2021 | Cars | Accident reviews | Supports investigations. |
| 79 | Mobile App Integration for Vehicle Monitoring | Allows remote condition monitoring and vehicle control through a smartphone app. | Hyundai | 2021 | Cars,SUVs | Daily life | Improves convenience. |
| 80 | Energy Consumption Analysis | Displays real-time energy usage for electric vehicles to optimize efficiency. | BMW | 2020 | Electric Vehicles | Eco-driving | Supports sustainable practices. |
| 81 | Proximity Keyless Entry | Allows entry into the vehicle without using a key, enhancing convenience. | Toyota | 2012 | Cars,SUVs | Daily life | Enhances security and accessibility. |
| 82 | Vehicle Terrain Adaptation | Automatically adjusts vehicle settings based on terrain for optimal performance. | Jeep | 2018 | SUVs | Off-road situations | Improves handling on rough surfaces. |
| 83 | Bicycle Detection Systems | Detects bicycles in proximity while driving, especially at intersections. | Volvo | 2019 | Cars,SUVs | Urban environments | Enhances safety for cyclists. |
| 84 | Dynamic Stability Control | Adjusts vehicle dynamics in real-time for improved handling. | Ford | 2021 | Cars,SUVs | Varied conditions | Promotes better control of the vehicle. |
| 85 | Blind Spot Indicator Systems | Uses vibrant indicators to warn drivers of vehicles in their blind spots. | Chevrolet | 2018 | Cars,SUVs | Merging and highway situations | Visual alerts enhance safety. |
| 86 | Heated/Cooled Seating Technology | Provides temperature adjustments for seats based on driver preferences. | Mercedes-Benz | 2006 | Luxury Cars | Daily driving | Increases passenger comfort. |
| 87 | In-Car Entertainment System Integration | Interconnects vehicle systems with entertainment devices for passenger use. | Kia | 2021 | SUVs | Family trips | Enhances passenger enjoyment. |
| 88 | Onboard Diagnostics Systems | Monitors and displays key vehicle diagnostics in real-time. | Hyundai | 2001 | Cars,SUVs | Preventive maintenance | Promotes proactive vehicle management. |
| 89 | Integrated Voice Alerts | Provides timely driving alerts during critical situations in a conversational tone." | Toyota | 2022 | Cars,SUVs | Every drive | Enhances safety and reduces distractions. |
| 90 | Automatic Gear Control Systems | Automatically selects the ideal gear based on driving conditions. | Chevrolet | 2017 | Cars,SUVs | City driving | Enhances fuel efficiency and handling. |
| 91 | Traffic Flow Management Systems | Monitors and adjusts driving patterns based on traffic conditions and flow. | Mercedes-Benz | 2021 | Cars,SUVs | Highway driving | Intelligent traffic adaptation. |
| 94 | Smartphone-Based Vehicle Control Features | Allows vehicle controls via smartphone applications for convenience. | Hyundai | 2021 | Cars,SUVs | Daily life | Enhances connectivity and fuel management. |
| 95 | Emergency E-Call Services | Automatically dials emergency services in case of serious accidents. | BMW | 2015 | Cars,SUVs | Critical situations | Supports immediate assistance. |
| 96 | Rain Sensing Wipers | Automatically adjust wiper speed based on rain intensity. | Nissan | 2014 | Cars,SUVs | Variable weather conditions | Enhances visibility. |
| 97 | Audiovisual Proximity Notifications | Provides alerts through visual/audio cues for nearby hazards. | Subaru | 2019 | Cars,SUVs | Parking situations | Increases situational awareness. |
| 98 | Driver's License Scanner | Reads driver's licenses for verification purposes in car-sharing environments. | GM | 2021 | Cars,SUVs | Car-sharing | Enhances security measures. |
| 102 | High-resolution Dashboards | Provides detailed vehicle data displays in high resolution for ease of reading. | Tesla | 2021 | Luxury Cars | Every drive | Increases driver awareness. |
| 103 | Dynamic Air Filtration Systems | Adjusts indoor air quality based on outside conditions. | Toyota | 2020 | Cars,SUVs | Urban scenarios | Enhances passenger comfort. |
| 104 | Automatic Energy Recycling Systems | Maximizes energy efficiency by recycling vehicle energy use. | BMW | 2021 | Electric Vehicles | Long commutes | Promotes sustainable practices. |
| 105 | Facial Recognition Technology | Monitors driver identity and alerts for unauthorized attempts to start the vehicle. | Nissan | 2022 | Luxury Cars | Every drive | Enhances security. |
| 106 | Vehicle Information Display System | Shows relevant information about driving conditions and vehicle status on the dashboard. | Ford | 2021 | Cars,SUVs | Every drive | Improves driver awareness. |
| 107 | Seamless Recovery of Control Systems | Automatically takes control if driver inputs are risky or distracted. | Chevrolet | 2022 | Cars,SUVs | Highway driving | Mitigates potential accidents. |
| 108 | Lidar-Based Navigation Systems | Uses Lidar technology for precise navigation and mapping. | Audi | 2021 | Luxury Cars | Urban driving | Supports autonomous driving systems. |
| 109 | Shared Mobility Integration | Supports various ride-sharing services directly through the vehicle's UI. | Kia | 2022 | Cars,SUVs | Shared driving | Promotes futuristic mobility solutions. |
| 110 | Weight Monitoring for Passengers | Identifies the number of passengers and their weights for optimal safety measures. | Ford | 2021 | Cars,SUVs | Every drive | Ensures safer transport conditions. |
| 111 | Anti-Theft Recovery Technology | Integrates location tracking for stolen vehicles to help recover them. | Tesla | 2021 | Electric Vehicles | Urban environments | Enhances theft prevention measures. |
| 112 | Virtual Reality Training Systems | Utilize VR technology for driver training and preparation. | Mercedes-Benz | 2022 | Luxury Cars | Training environments | Innovative driving education. |
| 115 | Adaptive Front Lighting Systems | Automatically adjusts headlight patterns based on steering and vehicle speed. | BMW | 2022 | Luxury Cars | Night drives | Increases safety during night drives. |
| 116 | Biometric Vehicle Access Systems | Utilizes finger prints for authorized vehicle access. | Tesla | 2021 | Luxury Cars | Urban commuting | Enhances security. |
| 117 | Predictive Maintenance Alerts | Computes data to alert drivers about potential future vehicle problems. | Hyundai | 2021 | Cars,SUVs | Everyday use | Improves vehicle longevity. |
| 118 | Traffic Violation Alert Systems | Notifies drivers of traffic violations based on location and congestion. | GM | 2022 | Cars,SUVs | Urban driving | Promotes law-abiding behavior. |
| 119 | Self-healing Exterior Materials | Utilizes materials that repair surface damage automatically. | Tesla | 2022 | Luxury Cars | Every driving environment | Enhances aesthetics and longevity. |
| 120 | Data-Driven Driving Coaching | Provides real-time feedback and coaching based on driving behavior data. | Toyota | 2022 | Cars,SUVs | Every drive | Promotes safer driving habits. |