accidents: Locations of US car accidents in 2019

Description Usage Format

Description

A dataset containing the locations, severity, dates, and other attributes of car accidents in the United States in 2019.

Usage

1

Format

A data frame with 261772 rows and 36 variables:

id

unique identifier of accident record

severity

severity of the accident, as a number between 1 and 4, with a 1 having the least impact on traffic

time

time of when accident occurred in local time zone, date-time format

lat

latitude in GPS coordinate

lng

longitude in GPS coordinate

street

name of street in address record

side

relative side of the road in address record

city

city in address record

county

county in address record

state

state in address record

zip

zipcode in address record

timezone

timezone based on accident location

wthr.time

time stamp of weather observation record in local timezone

temp

temperature, in Farenheit

wind.chill

wind chill, in Farenheit

humid

% humidity

pressure

air pressure, in inches

vis

visibility, in miles

wind.dir

wind direction

wind.spd

wind speed, in mph

precip

amount of precipitation, in inches

wthr.cond

weather condition, (fair, rain, snow, etc.)

amenity

TRUE or FALSE, TRUE indicates presence of amenity nearby

bump

TRUE or FALSE, TRUE indicates presence of a bump nearby

cross

TRUE or FALSE, TRUE indicates presence of a crossing nearby

give.way

TRUE or FALSE, TRUE indicates presence of a give way nearby

junction

TRUE or FALSE, TRUE indicates presence of a junction nearby

no.exit

TRUE or FALSE, TRUE indicates presence of no exit nearby

rail

TRUE or FALSE, TRUE indicates presence of a railway nearby

roundabt

TRUE or FALSE, TRUE indicates presence of a roundabout nearby

station

TRUE or FALSE, TRUE indicates presence of a station nearby

stop

TRUE or FALSE, TRUE indicates presence of a stop nearby

traffic.calm

TRUE or FALSE, TRUE indicates presence of traffic calming (such as a speed bump) nearby

traffic.sgnl

TRUE or FALSE, TRUE indicates presence of a traffic signal nearby

turn.loop

TRUE or FALSE, TRUE indicates presence of a turning loop nearby

day.night

indicates the time of day (i.e. day or night) based on sunrise/sunset

year

year when accident occurred

month

month when accident occurred as 3-letter abbreviation

day

day of the month when accident occurred

hour

hour when accident occurred, 24 hour format

wthr.cat

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


ahvickers/accidenttracker documentation built on Dec. 18, 2021, 11:26 p.m.