Why The Rate Of Value Added Tax varies from state to state? /
on what factors does it depend on Basically?

To my knowledge, NO state in the U.S. has a Value Added Tax (VAT). That is mostly a European tax.

If you asking about the various European VATs, this is a forum for taxes in the United States.

For India taxes, post at
mytaxes - Index