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Can Apple Health introduce duplicate data?
Yes. Apple Health can store data from many applications that can also be synced directly to Validic. For example, if Jawbone UP a third party app is connected to Apple Health and also connected to the user's Validic App Marketplace, records with "source" equal to "jawbonethird_party_app" may have an equivalent duplicate record where "source" is equal to "validic_mobile".
Similarly, if Jawbone UP and Garmin Connect were both is connected to Apple Health, all records from both apps it would have a "source" equal to "validic_mobile". To disambiguate the records, Validic has implemented a Show Original Source Filter that will help to identify the "original_source" from which the record came.