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Balance trending report

We have developed a Balance trending report for current & previous check dates. When we are running for a particular employee we are able to see data within 2 seconds, Whereas if I run for all the employees & all balances it is taking more than 4 hours time to run the report even though the total record count is 700 or 500K.

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