ecars: Electric vehicle charging sessions

In speegled/fosdata: Data for use with the book "Probability, Statistics, and Data: A Fresh Approach Using R", by Darrin Speegle and Bryan Clair

Electric vehicle charging sessions

Description

This dataset contains information from 3,395 high resolution electric vehicle charging sessions The data contains sessions from 85 EV drivers with repeat usage at 105 stations across 25 sites at a workplace charging program. The workplace locations include facilities such as research and innovation centers, manufacturing, testing facilities and office headquarters for a firm participating in the U.S. Department of Energy (DOE) workplace charging challenge.

Usage

ecars

Format

A data frame with 3395 observations of 17 variables

sessionId

a random number used to identify a specific electric vehcile (EV) charging session

kwhTotal

the total energy use of a given EV charging session, measured in kWh

dollars

the amount paid by the user for a given charging session, measured in U.S. dollars

created

the date and time a given session was initiated, expressed in the form "YYYY-MM-DD HOUR:MIN:SEC"

ended

the date and time a given session was terminated

startTime

the hour of day, from 1 to 24, during which the session was initiated

endTime

the hour of day, from 1 to 24, during which the session was terminated

chargeTime

the total duration of the session in hours

weekday

three letter abbreviation of the day of the week on which the charging session took place

platform

the digital platform used by the EV driver to log the session. one of android, ios, or web.

distance

the distance from a user's home to the charging location, expressed in miles except where user did not report address

userId

a random number used to uniquely identify a given user and his or her transactions

stationId

a random number unique to each specific charging station

locationId

a random number unique to a specific location owned by the firm, where chargers were installed

managerVehicle

a binary variable; 1 if the vehicle logging the transcation is of the type largely used by firm managers, 0 otherwise

facilityType

a categorical variable indicating the type of facility a station is installed at; manufacturing = 1, office = 2, research and development = 3, other = 4

reportedZip

binary variable for if a user reported his or her zip code; 1 if zip code was reported, 0 otherwise'

Source

Asensio, Omar Isaac; Apablaza, Camila Z; Lawson, M. Cade; Walsh, Sarah Elizabeth, 2020, "Replication Data for: A Field Experiment on Workplace Norms and Electric Vehicle Charging Etiquette"

https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/NFPQLW

speegled/fosdata documentation built on Feb. 8, 2025, 8:17 a.m.