Background
After conducting text analysis on SafeBoda's Google Play Store reviews, I was challenged to make the same capability available to any app company — faster and easier. That became appstorr.
Installation
if (!require(devtools)) install.packages("devtools")
devtools::install_github("tagasimon/appstorr")Usage
The package is designed for simplicity — most analyses in just a few lines:
df <- appstorr::df_safeboda
appstorr::quick_report(
data = df,
report_title = "SafeBoda Text Analysis Report"
)This generates automated analysis visualisations including bigrams, sentiment distributions, and word frequency charts.
Future Work
- ›A sentiment model to predict app ratings based on review content
- ›An interactive web application making the analysis accessible for any Google Play Store app
GitHub: tagasimon/appstorr