Is it appropriate to use standard error bars for categorical data?

Standard error bars are most appropriate for data that represents means or averages. If your bar chart represents frequencies or counts for categorical data, standard error bars might not be the best choice. Consider using error bars representing standard deviation of the counts or exploring other visualization techniques suitable for categorical data.