In 2018, the first National Plan for Open Science was launched. To be able to steer this public policy, we built the French Open Science Monitor. For sovereignty reasons, we wanted it to be based on open bibliographic databases exclusively. This talk will expose our methodology to build from scratch a national open science monitor and how to consolidate the worldwide open bibliographic databases and fill the gap of missing metadata.