This dataframe (historic_data.csv) and these scripts are associated with the paper "A Longitudinal In-the-Wild Investigation of Design Frictions to Prevent Smartphone Overuse," published at the CHI 2024 Conference on Human Factors and Computing Systems.
The file "01 - intervention_analysis.ipynb" should be run with a python kernel. The file "02 - analysis_plots_R.ipynb" should be run with an R kernel.
To access the dataset, please visit: https://osf.io/bmjat/
To access the original paper, please visit: https://doi.org/10.1145/3613904.3642370