This artifact (https://doi.org/10.6084/m9.figshare.24943590.v3) corresponds to the paper titled ‘Fairness Improvement with Multiple Protected Attributes: How Far Are We?’ (https://chenzhenpeng18.github.io/papers/ICSE24.pdf), which has been accepted by ICSE 2024. The artifact is hosted on Figshare under the Apache License, with a DOI, making it publicly accessible to other researchers. The artifact provides datasets, scripts, and intermediate results to facilitate the reproduction of our paper. It includes a Docker image and a step-by-step guide on how to run the scripts and obtain results for all our research questions.