Sahih Bukhari Volume 2, Book 24, Hadith Number 530.

Narated By Anas : Abu Bakr wrote to me what was made compulsory by Allah’s Apostle and that was (regarding the payments of Zakat): Neither the property of different people may be taken together nor the joint property may be split for fear of (paying more, or receiving less) Zakat.