Yes — the Adobe Analytics API key should be treated as private, but exposing it by itself usually won’t immediately expose data.Think of the API key like a username, not a password.On its own, it can’t access anything — Adobe APIs also require an OAuth token / client secret and proper permissions.Th...

What the segment meansInclude visits where:Campaign Clicks – Others (v7) existsSearch Campaign (e9) existsCheckout Start event exists…all within the same visitSQL (Visit-level logic)SELECTvisitor_id,visit_idFROM adobe_data_feedGROUP BY visitor_id, visit_idHAVINGSUM(CASE WHEN v7 IS NOT NULL THEN 1 EL...

In the data feed, Marketing Channel is derived at visit level, but the feed itself is hit-level, so you must rebuild Adobe’s logic in SQL. Marketing Channel vs Marketing Channel InstancesMarketing Channel Instances = number of hits where the channel is present.SELECTmarketing_channel,COUNT(*) AS cha...

All of these can be calculated from the Adobe Analytics raw data feed, but you have to compute the metrics manually because the feed is hit-level data.Below is how each one works conceptually (and in SQL terms). 1. eVar2 vs eVar2 InstanceseVar2 → count of distinct eVar2 values (after persistence rul...

Congratulations @Vinoth_Govind ...! You truly deserve this..!

Yes! “Mobile Device = None” in app data is expected in a few cases, and it doesn’t automatically mean bad data.The most common reasons are:> Simulators / emulatorsiOS Simulator or Android Emulator often report no concrete device model, so Analytics falls back to None. Very common in test traffic.> D...

Yes — this is by design.Datasets that originate from Adobe Analytics are system-managed datasets in AEP. Their Lakehouse TTL is controlled by Adobe, not by customers, so the Catalog Service API blocks any attempt to modify it.That’s why:PATCH works for datasets created from custom schemasPATCH fails...

No — you cannot map or force the default Page Name for trackAction (link) calls using processing rules. This is by design.Why this happensIn apps, trackState = page view → Page Name is validtrackAction = link event → Adobe intentionally strips Page NameProcessing rules cannot override this behaviorS...

You can’t do this with a Derived Field and that’s expected behavior.In CJA, identityMap.* fields are not exposed as normal dimensions, so they cannot be referenced in Derived Fields or CASE/IF logic. They are used only for identity stitching, not for reporting transformations.That’s why:Stitching wo...

“Job surpassed max retries” means the import failed repeatedly — often because the file or API call is malformed, unauthorized, or hitting a processing/format issue. Fix it by checking a few high-probability items below. Quick checklist (do these in order — 90% of fixes live in #1–4):Open the import...