2025 Software

Online Supplement 11 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: Social Network Analysis Visualizations and Code

Bowers, Alex J.; Huan, Yingqi; Williams, Jonathan; Sill, Maeghan

This .html document is the Online Supplement 11 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 .html R markdown document contains the R code and visualizations for each of the Social Network Analysis (SNA) figures in the report and interactive SNA visualizations for each state.

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., Huan, Y., Williams, J., Sill, M. (2025). Online Supplement 11 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: Social Network Analysis Visualizations and Code. Teachers College, Columbia University. New York, NY. https://doi.org/10.7916/9m7q-sq86