Data Availibility statement

Please review the templates below, select the one that matches your circumstances, and incorporate it in your research paper to ensure that your data availability statement is accurate and comprehensive.

Promoting data availability enhances the reproducibility and credibility of your research, benefiting the scientific community and readers alike. Thank you for your commitment to open and transparent science.

 

1. Data available on request from the authors

  • The data that support the findings of this study are available from the corresponding author, [author initials], upon reasonable request.

2. Data openly available in a public repository that issues datasets with DOIs

  • The data that support the findings of this study are openly available in [repository name e.g "figshare"] at http://doi.org/[doi], reference number [reference number].

3. Data openly available in a public repository that does not issue DOIs

  • The data that support the findings of this study are openly available in [repository name] at [URL], reference number [reference number].

4. Data derived from public domain resources

  • The data that support the findings of this study are available in [repository name] at [URL/DOI], reference number [reference number]. These data were derived from the following resources available in the public domain: [list resources and URLs].

5. Data available within the article or its supplementary materials

  • The authors confirm that the data supporting the findings of this study are available within the article [and/or] its supplementary materials.

6. Data generated at a central, large-scale facility, available upon request

  • Raw data were generated at [facility name]. Derived data supporting the findings of this study are available from the corresponding author [initials] on request.

7. Embargo on data due to commercial restrictions

  • The data that support the findings will be available in [repository name] at [URL / DOI link] following a [6 month] embargo from the date of publication to allow for commercialization of research findings.

8. Data available on request due to privacy/ethical restrictions

  • The data that support the findings of this study are available on request from the corresponding author, [initials]. The data are not publicly available due to [restrictions e.g. their containing information that could compromise the privacy of research participants].

9. Data subject to third party restrictions

  • The data that support the findings of this study are available [from] [third party]. Restrictions apply to the availability of these data, which were used under license for this study. Data are available [from the authors / at URL] with the permission of [third party].

10. Data sharing not applicable – no new data generated

  • Data sharing is not applicable to this article as no new data were created or analyzed in this study.

11. Non-digital data available

  • Non-digital data supporting this study are curated at [add location].

12. Data not available due to [ethical/legal/commercial] restrictions

  • Due to the nature of the research, due to [ethical/legal/commercial] supporting data is not available.

13. Data not available - participant consent

  • The participants of this study did not give written consent for their data to be shared publicly, so due to the sensitive nature of the research supporting data is not available.