Open bibliographic data science

[COULD INCLUDE A SCHEMATIC FIGURE WHICH OUTLINES THE CATALOGUES, HARMONIZATION, AND INTEGRATION? Jos ehtii tehdä, niin miksipä ei.]

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 generic approach 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. We are constantly taking advantage of, and contributing to, the growing body of open source algorithms in the relevant research fields.