| ## License | |
| CC-BY-4.0 | |
| ## Source | |
| This dataset is derived from the [Open Problems – Single-Cell Perturbations](https://www.kaggle.com/competitions/open-problems-single-cell-perturbations) Kaggle competition, sponsored by Cellarity, Inc. and organized by [Open Problems in Single-Cell Analysis](https://openproblems.bio/). | |
| The original competition data is licensed under [CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/). | |
| ## Citation | |
| If you use this dataset, please cite: | |
| - Luecken et al., 2025: Defining and benchmarking open problems in single-cell analysis. Nature Biotechnology. | |