A dataset containing the locations, severity, dates, and other attributes of car accidents in the United States in 2019.
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A data frame with 261772 rows and 36 variables:
unique identifier of accident record
severity of the accident, as a number between 1 and 4, with a 1 having the least impact on traffic
time of when accident occurred in local time zone, date-time format
latitude in GPS coordinate
longitude in GPS coordinate
name of street in address record
relative side of the road in address record
city in address record
county in address record
state in address record
zipcode in address record
timezone based on accident location
time stamp of weather observation record in local timezone
temperature, in Farenheit
wind chill, in Farenheit
% humidity
air pressure, in inches
visibility, in miles
wind direction
wind speed, in mph
amount of precipitation, in inches
weather condition, (fair, rain, snow, etc.)
TRUE or FALSE, TRUE indicates presence of amenity nearby
TRUE or FALSE, TRUE indicates presence of a bump nearby
TRUE or FALSE, TRUE indicates presence of a crossing nearby
TRUE or FALSE, TRUE indicates presence of a give way nearby
TRUE or FALSE, TRUE indicates presence of a junction nearby
TRUE or FALSE, TRUE indicates presence of no exit nearby
TRUE or FALSE, TRUE indicates presence of a railway nearby
TRUE or FALSE, TRUE indicates presence of a roundabout nearby
TRUE or FALSE, TRUE indicates presence of a station nearby
TRUE or FALSE, TRUE indicates presence of a stop nearby
TRUE or FALSE, TRUE indicates presence of traffic calming (such as a speed bump) nearby
TRUE or FALSE, TRUE indicates presence of a traffic signal nearby
TRUE or FALSE, TRUE indicates presence of a turning loop nearby
indicates the time of day (i.e. day or night) based on sunrise/sunset
year when accident occurred
month when accident occurred as 3-letter abbreviation
day of the month when accident occurred
hour when accident occurred, 24 hour format
the weather condition categorized into one of seven broad categories: Fair/Cloudy, Rain, Fog, Windy, Thunder Storms, Ice/Freezing Rain, or Snow
@source https://www.kaggle.com/sobhanmoosavi/us-accidents
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