Created
June 21, 2021 20:51
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Pyramid chart in R using Google Analytics API plus demographic data [age and gender]
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#source R script | |
#https://thomas-neitmann.github.io/ggcharts/reference/pyramid_chart.html | |
library(googleAnalyticsR) | |
#pull data from GA API | |
library(googleAnalyticsR) | |
#change location of json service key | |
ga_auth(json_file = "C:\\secret-folder\\service-key.json") | |
account_list$viewId | |
#change view id | |
viewID <- 12345678 | |
data <- google_analytics( | |
viewID, | |
date_range = c("2020-01-01","2021-06-09"), | |
dimensions = c("ga:userAgeBracket", | |
"ga:userGender"), | |
metrics = c("sessions"), | |
anti_sample = TRUE | |
) | |
#SO thread on age + gender in GA API | |
#https://stackoverflow.com/questions/37488470/obtain-demographic-data-with-google-analytics-api | |
summary(data) | |
str(data) | |
View(data) | |
library(ggplot2) | |
pyramid_chart(data, userAgeBracket, | |
sessions, userGender, bar_colors = c("pink","lightblue")) |
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