What we are proposing is a systematic roadmap towards systematic large-scale standardization and integration of bibliographic information.
In this work, we demonstrate the potential of this approach based on the first substantial implementations of such data analytical ecosystem at the level of national catalogues. This is a generic approach, which relies on a number of technologies from database management to reproducible statistical data analysis, and visualization. The overall workflow is modular and reproducible. Our open source approach to code sharing, and efforts to support existing standards where possible is facilitating collaborative development of targeted data analysis algorithms.