| ## License |
| CC-BY-4.0 |
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| ## 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/). |
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| The original competition data is licensed under [CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/). |
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| ## Citation |
| If you use this dataset, please cite: |
| - Luecken et al., 2025: Defining and benchmarking open problems in single-cell analysis. Nature Biotechnology. |
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