1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
|
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/taxi.R
\docType{data}
\name{taxi}
\alias{taxi}
\title{Chicago taxi data set}
\source{
\url{https://data.cityofchicago.org/Transportation/Taxi-Trips/wrvz-psew}
}
\value{
tibble
}
\description{
A data set containing information on a subset of taxi trips in the city
of Chicago in 2022.
}
\details{
The source data are originally described on the linked City of Chicago
data portal. The data exported here are a pre-processed subset motivated by
the modeling problem of predicting whether a rider will tip or not.
\describe{
\item{tip}{Whether the rider left a tip. A factor with levels
"yes" and "no".}
\item{distance}{The trip distance, in odometer miles.}
\item{company}{The taxi company, as a factor. Companies that occurred
few times were binned as "other".}
\item{local}{Whether the trip's starting and ending locations are in the
same community. See the source data for community area values.}
\item{dow}{The day of the week in which the trip began, as a
factor.}
\item{month}{The month in which the trip began, as a factor.}
\item{hour}{The hour of the day in which the trip began, as a
numeric.}
}
}
\examples{
\donttest{
taxi
}
}
|
