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I agree with Shin's suggestion, but out of curiosity would like to know if this same issue occurs with all excel workbooks or just this one in particular.
Thank you Shin and Wes,
This Excel file only contains 100 rows and 50 columns and total size is 66KB. This Problem is occurring with every data source not only with excel.
Connecting same excel file with older version of Tableau is completely fine. Strange issue
Raja Usman Ali