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摘要

In the 'My digital toolbox' series, scientists share the software and tools they find most useful in their research. "The single greatest data management tool I've come across in the past year is OpenRefine. It is a fantastic web-based tool that streamlines the process of cleaning up messy data. And it is, to my knowledge, the only tool of its kind with a user-friendly graphical interface." "The tool that has most powerfully impacted the reproducibility, transparency and robustness of my work is definitely the combination of Git and GitHub. These are version-control systems; the laboratory notebook of scientific computing."