Data availability statements can provide useful information about how researchers actually share research data.We used unsupervised machine learning to analyze 124,000 data availability statements submitted by researc...Data availability statements can provide useful information about how researchers actually share research data.We used unsupervised machine learning to analyze 124,000 data availability statements submitted by research authors to 176 Wiley journals between 2013 and 2019.We categorized the data availability statements,and looked at trends over time.We found expected increases in the number of data availability statements submitted over time,and marked increases that correlate with policy changes made by journals.Our open data challenge becomes to use what we have learned to present researchers with relevant and easy options that help them to share and make an impact with new research data.展开更多
文摘Data availability statements can provide useful information about how researchers actually share research data.We used unsupervised machine learning to analyze 124,000 data availability statements submitted by research authors to 176 Wiley journals between 2013 and 2019.We categorized the data availability statements,and looked at trends over time.We found expected increases in the number of data availability statements submitted over time,and marked increases that correlate with policy changes made by journals.Our open data challenge becomes to use what we have learned to present researchers with relevant and easy options that help them to share and make an impact with new research data.
