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Mixpanel API Anomalies: Understanding Export Data Differences

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Hey dear team! We are using the Mixpanel API 2.0/export to export our data, and we noticed some bazaar behavior of the API. We are querying All Events between 11/11/2024 to 11/16/2024 several times. We found out that:

  • with the exact same filter, the query on 11/15 returns more events than the query on 11/16

  • with the exact same filter, the query on 12/09 returns some extra events that never appeared in the previous queries.

Are these behavior expected? Do we have a explanation for this? Thank you!