README.md

1D7 analysis at Gloo

Synopsis

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.

Motivation

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.

Installation

install.packages('devtools')
devtools::install_github('johnchower/oneD7')

Structure

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.



johnchower/oneD7 documentation built on May 19, 2019, 4:21 p.m.