The following are the data sets I have used in previous research or am using currently. Depending on conditions, some of them are sharable. If you are interested in using the data for research purposes, please contact me.
Grants-in-Aid (KAKEN) database
200,000 academic scientists since 1965
About grant amount, co-grantees, research field, grant category, etc.