A data audit is a systematic examination of data to assess its quality, integrity, and adherence to predefined standards. In the context of catalysis, data audits are crucial for ensuring that the experimental results are reliable and reproducible. This involves checking the accuracy, completeness, and consistency of the data collected during catalytic experiments.