Dataset: Road Accident Severity In India

About this Dataset

Road Accident Severity In India

The data set has been prepared from manual records of road traffic accidents for the years 2017–22. All the sensitive information has been excluded during data encoding, and finally, it has 32 features and 12316 instances of the accident. Then it is preprocessed for the identification of major causes of the accident by analyzing it using different machine learning classification algorithms. Road.csv is the preprocessed dataset.

Tables

Road

@kaggle.s3programmer_road_accident_severity_in_india.road

115.55 KB
12316 rows
32 columns


CREATE TABLE road (
  "time" VARCHAR,
  "day_of_week" VARCHAR,
  "age_band_of_driver" VARCHAR,
  "sex_of_driver" VARCHAR,
  "educational_level" VARCHAR,
  "vehicle_driver_relation" VARCHAR,
  "driving_experience" VARCHAR,
  "type_of_vehicle" VARCHAR,
  "owner_of_vehicle" VARCHAR,
  "service_year_of_vehicle" VARCHAR,
  "defect_of_vehicle" VARCHAR,
  "area_accident_occured" VARCHAR,
  "lanes_or_medians" VARCHAR,
  "road_allignment" VARCHAR,
  "types_of_junction" VARCHAR,
  "road_surface_type" VARCHAR,
  "road_surface_conditions" VARCHAR,
  "light_conditions" VARCHAR,
  "weather_conditions" VARCHAR,
  "type_of_collision" VARCHAR,
  "number_of_vehicles_involved" BIGINT,
  "number_of_casualties" BIGINT,
  "vehicle_movement" VARCHAR,
  "casualty_class" VARCHAR,
  "sex_of_casualty" VARCHAR,
  "age_band_of_casualty" VARCHAR,
  "casualty_severity" VARCHAR,
  "work_of_casuality" VARCHAR,
  "fitness_of_casuality" VARCHAR,
  "pedestrian_movement" VARCHAR,
  "cause_of_accident" VARCHAR,
  "accident_severity" VARCHAR
);