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Version 6 [2024-02-29]
- Added support for the GA360 Fresh Daily export option.
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Version 5 [2023-11-21]
- Refined wildcard query logic to target 'events_20*' prefix, reducing the inclusion of views and enhancing query specificity.
- Updated all date format specifiers in BigQuery queries from %Y (four-digit year) to %y (two-digit year) to align with the revised wildcard filter logic, ensuring accurate table selection and data querying consistency.
- Implemented the boosted tree regressor algorithm for BigQuery Machine Learning models. Hyperparameters have been optimized, including setting BOOSTER_TYPE to DART and adjusting SUBSAMPLE to 0.7 for improved generalizability.
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Version 4 [2023-11-07]
- Remove session_id and engagement_time_msec from GA4 measurement protocol payload.
- Remove session_id calculations from Calculate Fields query.
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Version 3 [2023-10-24]
- Updated the Event & Churn propensity training, prediction, and value-based bidding logic to include a regular expression filter. This filter omits events with names ending in '_iBQML' or '_vertex', which are associated with propensity score calculations, ensuring they are not included in the analysis.
- Set data split method to `AUTO_SPLIT` in BigQuery ML training query hyperparameters.
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Version 2 [2023-08-07]
- Updated audience boundaries job to define boundaries based on AUDIENCE_SEGMENTS variable, not user counts.
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Version 1 [2023-06-27]
- Create Version Changelog to manage pipeline upgrades.
- Remove conversion event creation from non-Event Propensity marketing objectives.