Dallas Crash Data

ATTRIBUTE DEFINITIONS Crash_ID – Unique identifier for each traffic accident report. (Integer) Date_Time – Date and time when the accident occurred. (String/DateTime) Location – Block address or intersection where the crash happened. (String) Latitude / Longitude – Geographic coordinates of the crash. (Float: Decimal Degrees) Severity – The severity of the accident (e.g., Property Damage Only, Injury, Fatal). [TARGET VARIABLE] Weather_Condition – Weather at the time of the crash (e.g., Clear, Rain, Snow, Fog). Road_Condition – Condition of the road surface (e.g., Dry, Wet, Icy). Light_Condition – Ambient light level (e.g., Daylight, Dark-Lighted, Dark-Not Lighted). Driver_Behavior – Contributing factors related to the driver (e.g., Speeding, Distraction, Failed to Yield).

INSTANCE DEFINITIONS Instances: Each row represents a single reported traffic accident in the City of Dallas. Scope: Includes all recorded accidents (minor to fatal) within the specified time range.