Found the solution, it seems that while data scrapping it is better to take first element and the last element especially if it is spanning through multiple pages
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Yes. Tried it and it worked!!! Only thing I had to change was the selector for Next button (included aaname, tag, isleaf and parentid). Thanks for the tip!!