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Google Analytics 4 (ga4) versus Universal Analytics: Complete Comparison Guide
If you’ve used Google Analytics for your website, chances are you’re familiar with Universal Analytics (UA) — the long-standing version…
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Rebuilding Attribution Models in GA4 with BigQuery After Consent Delay
Google Analytics 4’s Consent Mode helps websites respect user privacy by adjusting data collection based on consent. While this is…
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How to Calculate GA4 Sessions Only When Consent Is Granted Using BigQuery SQL
When Consent Mode is enabled in GA4, your session reporting gets a bit trickier — especially if you’re working with…
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Understanding GA4 Sessions with Consent Mode Enabled
When Consent Mode is enabled in Google Analytics 4 (GA4), the way sessions are initiated, maintained, and reported changes significantly.…
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Calculating Sessions in BigQuery GA4: Addressing Discrepancies
Calculating the number of sessions in BigQuery GA4 provides immense flexibility and granularity. However, it can often lead to discrepancies…
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GA4 vs Universal Analytics: Key Differences in BigQuery Export
One of the most powerful features in web analytics is exporting raw data into BigQuery for deep analysis. Both Universal…
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Understanding GA4 Attribution in BigQuery
Google Analytics 4 (GA4) BigQuery exports include a wide range of traffic source attribution fields. This variety can feel overwhelming…
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How to Calculate GA4 Sessions in BigQuery: A Simple Step-by-Step Guide
Google Analytics 4 (GA4) stores event-based data in BigQuery, where sessions are derived from event timestamps and session identifiers. Below…
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How to set up BigQuery linkage in your Google Analytics 4 property
Google Analytics 4 (GA4) allows you to export raw event-level data to BigQuery for in-depth analysis. Below are the steps…
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I’m Lucas Brey, a travel blogger sharing practical guides, hidden gems, and honest tips from the road. Follow along for smart itineraries, great food finds, and stories worth bookmarking.
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