Ameya,
All details won't be available in one standard report you should consider developing a custom report or query.
Check tables CRCO for Work center to Cost center assignment, and CRHD for WC details.
In Standard reports CR06 and S_ALR_87013617 are some what useful in finding WC,Cost center and Activity type analysis.
BR
KK