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This allowed us to understand the current state of e Life-published data, and opened the possibility of doing more exciting things with it, such as more comprehensive tests and visualisations.A detailed walkthrough of the processes we went through can be found here.The reports produced will be a vital educational tool in helping e Life communicate the importance of data quality to researchers publishing to the platform and helping them to consider addressing their own data.Overall this will result in better quality and more useful data on the platform, and will help to highlight the overall importance of published open data in the research ecosystem.We also found a few issues with the data itself, beyond presentation preferences, which were more easily resolved.

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This means that efforts can be made to educate researchers and help them to prepare their data with this in mind, for example through updated documentation and publication advice.One such solution to these barriers is Good Tables – a library and web service developed to support the validation of tabular datasets, both in terms of structure and also with respect to a published schema.Good Tables was used to evaluate the quality of source data shared directly through e Life, and through this tool we were able to produce a report highlighting common errors.Open Knowledge International helps governments, universities, and civil society organisations reach their full potential by providing them with skills and tools to publish, use, and understand data.We are the experts in opening up knowledge: we created the Open Definition in 2005, the gold standard for open data, and have over ten years of experience in addressing technological, legal and social challenges around open data.

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