RAdwords is a R package with the aim to load Adwords data into R. Therefore the package implements three main features. First, the package provides an authentication process for R with the Adwords API via OAUTH2. Second, the package offers an interface to apply the Adwords query language in R and query the Adwords API with ad-hoc reports. Third, the received data are transformed into suitable data formats for further data processing and data analysis.
We provide a detailed documentation here: RAdwords Documentation
The following section helps you to get started straight away.
The package can be installed from CRAN
install.packages("RAdwords")
or directly from this Github repository with:
require(devtools)
install_github('jburkhardt/RAdwords')
In order to access the Adwords API you have to set up a Google API project for native apps. The Google API project provides a Client Id and Client Secret which is necessary for the authentication. Moreover you need to have a Adwords MCC with an Adwords developer token.
The function doAuth
manages the complete authentication
process. Meaning doAuth
authenticates the R app for the
first time, loads the access token or refreshes the access token if
expired. Hence, you only run doAuth()
to authenticate
whether it is your initial R Session or a later instance.
Once the API projects for native application is set up,
getAuth
is able to authenticate the R app with the
credentials (Client Id, Client Secret) from the Google API project. The
Google authentication server returns a client token, which later is used
by loadToken
to receive the access token. If the access
token is expired after one hour, it can be updated with
refreshToken
. The access token in combination with the
Adwords developer token enables a connection with the Adwords API.
statement
creates the Adwords Query Language
Statement.
getData
queries the data from the Adwords API and
transforms the data into an R dataframe.
library(RAdwords)
<- doAuth() google_auth
<- statement(select = c('Clicks', 'AveragePosition', 'Cost', 'Ctr'),
body report = "ACCOUNT_PERFORMANCE_REPORT",
start = "2018-01-01",
end = "2018-01-10")
# make sure to use the Adwords Account Id (MCC Id will not work)
<- getData(clientCustomerId = 'xxx-xxx-xxxx',
data google_auth = google_auth,
statement = body)
reports()
metrics(report = 'ACCOUNT_PERFORMANCE_REPORT')