Comparing Datasets to Determine Variance

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mia_m_17
mia_m_17 Member
edited September 2023 in Magic ETL

Hello everyone, I am working on comparing data from a previous data input, Universal Analytics, to a new one, Google Analytics 4. Basically, there was an update and data is formatted differently. I am attempting to join the two datasets to compare the month of A

ugust for variances, but the closest thing to a unique column value is 'Page Title'. This has multiple instances in the data. How can I compare these? A new unique value wouldn't translate between datasets. I have attached the schemas. Thank you!

Screenshot 2023-09-07 at 10.21.04 AM.png
Screenshot 2023-09-07 at 10.18.23 AM.png

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  • GrantSmith
    GrantSmith Coach
    Answer ✓
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    You should be able to get the page URL to get a more exact match from GA4 / UA.

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  • GrantSmith
    GrantSmith Coach
    Answer ✓
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    You should be able to get the page URL to get a more exact match from GA4 / UA.

    **Was this post helpful? Click Agree or Like below**
    **Did this solve your problem? Accept it as a solution!**
  • mia_m_17
    mia_m_17 Member
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    Thanks @GrantSmith! Do you know how I would calculate the variance between metrics, say views per session? Would I do a left join or a full outer?

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