2025 Software
Online Supplement 12 Appendix for Bowers et al. (2025) Mapping Public Open Access K-12 State Education Indicator Data Across 7 States and Washington D.C. Using the FAIR Data Principles: Interrater Reliability Visualizations and Code
This .html document is the Online Supplement 12 Appendix R markdown for the following report published online:
Bowers, A.J., Choi, Y., Huan, Y., Huang, Y., Jiang, J., Cibrian Lopez, G., Murdoch, A., Pu, K., Sill, M., Williams, J., Wu, Y., Xu, G., Saldaña, C., Halverson, R. (2025) Mapping Public Open Access K-12 State Education Indicator Data Across 7 States and Washington D.C. Using the FAIR Data Principles. Teachers College, Columbia University, New York, NY. https://doi.org/10.7916/c0jk-5e64
This document contains the R code and visualizations for each of the Interrater Reliability (IRR) figures in the report.
Note: For more information on each of the visualizations, please refer to the full report published online.
To cite this online supplement appendix: Bowers, A.J., Sill, M. (2025). Online Supplement 12 Appendix for Bowers et al. (2025) Mapping Public Open Access K-12 State Education Indicator Data Across 7 States and Washington D.C. Using the FAIR Data Principles: Interrater Reliability Visualizations and Code. Teachers College, Columbia University. New York, NY. https://doi.org/10.7916/3vny-6b48
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- Academic Units
- Education Leadership
- Published Here
- January 13, 2026
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Suggested Citation:
Online Supplement 12 Appendix for Bowers et al. (2025) Mapping Public Open Access K-12 State Education Indicator Data Across 7 States and Washington D.C. Using the FAIR Data Principles: Interrater Reliability Visualizations and Code. Teachers College, Columbia University, New York, NY. https://doi.org/10.7916/3vny-6b48
This software is licensed under the MIT License: https://opensource.org/license/MIT