- The report containing the analysis can be found at
reports/report.md
- In order to reproduce the results, the
setup.sh
script can be user:- Add
Data scientist exercise.db
to thedata
folder ./setup.sh build_venv
: Creates a local Python environment from therequirements.txt
file./setup.sh clean_data
: Cleans the data, prints general metrics for the dataset, and generates plots that are saved inreports/figs/raw_logs_eda
andreports/figs/clean_logs_eda
./setup.sh experiment_report
: Prints the results of the statistical experiments and generates plots for the bootstrapped distributions (reports/figs/test
)./setup.sh estimate_percentage
: Prints the results of the percentage increase analysus and generates plots for the distributions (reports/figs/percentage
)
- Add
data
: Folder for the SQLite databasedocs
: Instructionsnotebooks
: Scratchpad notebooks for simple experimentsreports
: Final reportsrc
: Python scripts