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What does Atlan crawl from Mixpanel?

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TL;DR

During a Mixpanel crawl, Atlan catalogs Lexicon events, event properties, and user (profile) properties. Reference tables map each Lexicon property to its Atlan asset, and describe bidirectional description write-back.

Atlan catalogs the governance metadata in your Mixpanel project's Lexicon (events, event properties, and user profile properties) and maps each property to its Atlan asset model. The tables below list which Lexicon properties are read and how they appear in Atlan. Atlan also writes certified descriptions back to Lexicon; see description write-back below.

Asset types

Mixpanel events and event properties are cataloged as dedicated asset types, MixpanelEvent and MixpanelEventProperty, nested under the Mixpanel connection. User (profile) properties are cataloged as Atlan glossary terms with the MixpanelProfileProperty custom metadata set attached, because a profile property is a single business definition reused across every user in a project.

Events

Atlan maps events from your Mixpanel Lexicon to its MixpanelEvent asset type. Each event is a distinct event type defined in the project's Lexicon—not an individual event occurrence.

Source propertyAtlan propertyWhere in Atlan
Event namenameasset profile and overview sidebar
Event descriptiondescriptionasset profile and overview sidebar (governed in Atlan; pushed back to Lexicon)
Internal event IDsourceIdasset profile
Lexicon deep linksourceURLasset profile—opens Mixpanel Lexicon in a new tab
Lexicon ownersownerUsers / ownerGroupsasset profile and overview sidebar
Lexicon tagsatlanTagsasset profile
Created / updated timestampssourceCreatedAt / sourceUpdatedAtasset profile
Project IDmixpanelProjectIdasset profile—indexed for search
Lexicon statusmixpanelStatus (Visible, Hidden, Dropped, Merged)asset profile
Business categorymixpanelCategoryasset profile—indexed for search
Firing platformsmixpanelPlatformsasset profile—indexed for search
30-day volumemixpanelVolume30dasset profile
First / last seenmixpanelFirstSeenAt / mixpanelLastSeenAtasset profile

Event properties

Atlan maps event properties from Lexicon to its MixpanelEventProperty asset type. Each event property belongs to a parent event—the same property name on two different events is cataloged as two distinct assets.

Source propertyAtlan propertyWhere in Atlan
Property namenameasset profile and overview sidebar
Property descriptiondescriptionasset profile and overview sidebar (governed in Atlan; pushed back to Lexicon)
Internal property IDsourceIdasset profile
Lexicon deep linksourceURLasset profile—opens Mixpanel Lexicon in a new tab
Parent eventmixpanelEvent (relationship) + mixpanelParentEventNameasset profile—linked parent MixpanelEvent
Data typemixpanelPropertyDataType (string, number, boolean, list, object, datetime)asset profile
Property kindmixpanelPropertyKind (event_property, default, reserved)asset profile
Reserved flagmixpanelIsReservedasset profile
Automatically collected (SDK) flagmixpanelIsDefaultasset profile
Customer-defined flagmixpanelIsCustomasset profile
Sample valuesmixpanelSampleValuesasset profile
First / last seenmixpanelFirstSeenAt / mixpanelLastSeenAtasset profile

Each MixpanelEventProperty links to its parent MixpanelEvent through the mixpanelEvent relationship, so you can navigate from an event to every property it carries and back.

User (profile) properties

Atlan catalogs Mixpanel user (profile) properties as Atlan glossary terms in a Mixpanel User Properties glossary, with the MixpanelProfileProperty custom metadata set attached to each term. A profile property is a single business definition shared across all users in the project, which maps naturally to a glossary term rather than a structural asset.

The MixpanelProfileProperty custom metadata set carries:

Custom metadata attributeTypeDescription
mixpanelKeystringRaw property key (for example $email, user_country).
mixpanelProjectIdstringMixpanel project the property belongs to.
mixpanelInternalIdstringMixpanel internal property ID.
mixpanelDataTypeenumProperty data type (string, number, boolean, list, object, datetime).
mixpanelIsDefaultbooleanAutomatically collected by Mixpanel SDKs.
mixpanelIsReservedbooleanReserved property name.
mixpanelSampleValuesarray<string>Sample of observed values.
mixpanelFirstSeenAtdateFirst observation.
mixpanelLastSeenAtdateLast observation.

Description write-back

Atlan is the system of record for the definitions in your tracking plan. When a steward certifies or edits the description of a MixpanelEvent or MixpanelEventProperty in Atlan, the app writes that description back to the corresponding entry in Mixpanel Lexicon on its daily write-back run, keyed by the Mixpanel internal ID. Analysts working in Mixpanel see the governed definition without leaving their tool.

Write-back scope in this release:

  • Descriptions only. Owners, tags, and status are set in Atlan for governance but aren't yet written back to Lexicon.
  • Requires edit permission. The Mixpanel service account must have a role that can edit Lexicon for write-back to succeed. See setting up Mixpanel.