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Anonymous's avatar
Anonymous
Not applicable
6 years ago
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Data Model: Using Reference tables to merge in Categorizations for Dimension usage

I have a Fact table that needs data quality improvement. I have 7 Taxonomies that I need to merge or relate to a categorizations heiarchy for a fact table. Data model: -1 Fact table with 2 mil...
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  • VasTg's avatar
    VasTg
    6 years ago

    Anonymous 

     

    I looked at the model and I could recomment couple of approaches.

     

    1. Bring Product segment to facts and join the segment dimension directly to facts intead on top of tax. The tax should join to facts as well. With this tax and segment both filter facts.

    But for a single row in fact, if a segment tagged to core is different than a segment tagged to platform, we can't go for this appraoch.

    2. Create bridge or linker table between tax and facts. This should have all the combination for segment, tax(core,product, platform etc) and facts. All 7 tax and segment dimension connects to bridge and the bridge connects to facts.

     

    In any case, you can't join the dimension to seperate tax unless you merge them togeather. 

     

    Let us know.

     

VasTg's avatar
VasTg
Memorable Member
6 years ago

Anonymous 

 

It is little bit hard to follow in text. Do you mind share few mockup examples for each of these tables?

 

 

Quote by J_West:

  " Or is this just a big bucks consulting task?"

 

Lol... Happy to assist.. 🙂

 

Anonymous's avatar
Anonymous
Not applicable
6 years ago

Here was my other idea, Model B to create a nest model of reference, but for some reason when I add the other 5 nest ref tables the realtionships are not active (I know because of the loops are not allowed in joins).

However if something like this was allowed so I can filter the fact tables by the comep,lex nest reference tables that would be hidden, with the other reference tables that are not enabled, this would eliminate the processing of the merge.

However no one has ever said this was a legal model or even if there is an alternative.

  • Anonymous's avatar
    Anonymous
    Not applicable
    6 years ago

    I know I could merge and recreate all the measure for 3 of the 4 fact tables nad do pre-processing the merge in a few excel files of local cache then import to Power BI, but this is quite a few steps to chain just a refresh weekly.

    I may do this to some dregee to speed incremental refresh up as I only need say, past 3 months data on weekly refresh and maybe a quaterly refersh to ensure older records do not get stale changes.

    I am spoiled to think this is possible with Power BI?

    • VasTg's avatar
      VasTg
      Memorable Member
      6 years ago

      Anonymous 

       

      Looking at the pictures, I believe you have two options.

       

      1. Merge the reference to fact if doesn't explode the rows.

      2. Merge all the reference tables into 1 and define the relationship from Dimension->Reference->facts.

       

      Again, I need to see the data(sample data) and the key columns to suggest anything.

       

      Two million rows is not a big deal even for dimension. So don't worry about the record counts.

       

      Even if you don't have access to create views in database, You could still use the sql to transform the data apart from Power BI transformations