Provides functions and scripts for 1D7 analysis at Gloo. Uses include identifying 1d7s, calculating cohort retention rate data, and clustering users by their early platform actions.
The original 1D7 analysis was done in a single Jupyter notebook, with many choices hard-coded in and lots of ad-hoc variable names. Thus the analysis was unreadable, inflexible, and difficult to reproduce. This package abstracts the major steps into documented R functions, allowing us to produce a readable and reproducible analysis.
install.packages('devtools')
devtools::install_github('johnchower/oneD7')
R
contains function definitions.
inst/scripts
contains the scripts that execute the analysis.
inst/scripts/initial_correlation.r
establishes the correlation
beetween initial platform action distribution and long-term retention.
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