New relic Showing wrong RPM for transaction while selecting for longer ranges

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I am monitoring transaction throughput(RPM) for 7 days through New relic enterprise edition then it shows correct data but when I change date range for 3 months it shows wrong measurement for the same 7 days.

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We'll need more info to troubleshoot. I would suggest either opening a support ticket or asking the question on our developer forums at https://discuss.newrelic.com/ with details around the query you are using, some screenshots of what you see, etc. From there, we can look into your experience and help you further.