Worked on enhancing citation and attribution workflows for the malariagen/malariagen-data-python repository, focusing on improving reproducibility and proper credit for users and publishers. Delivered a new citation section in the README, including a DOI and contact email, and updated core Python code to embed comprehensive citation details for both the package and its original manuscript. Leveraged Markdown for documentation and technical writing to align with data citation standards while maintaining backward compatibility with existing APIs. These updates strengthened data provenance and compliance, making it easier for downstream users to attribute and reproduce analyses without disrupting established user workflows.