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Conditional Median Calculation

Atom

Hello,

 

So I'm working with a data set where every record represents the price of a product in a particular store. Each record also has other identifying information such as DMA, Area Director, Operator, Product Category, etc.. 

 

From here I am trying to create 2 fields calculating 2 things: 

 

1. A simple median using the summarize tool grouping by Product/DMA/Operator/Etc.

 

2. A conditional "Rest of records median" where I want to know the median of the selection of records if I group by all of the same criteria as above with the exclusion of 1 criteria. See below for a simplified sample of data - Ex. In essence I want to know for each of the records with Operator =A what is the median price in Tampa for all Non-A stores, rinse repeat for all the other records in a similar fashion and output that in a new field for each record.

 

 Capture.PNG

 

Appreciate the help and thank you in advance!

Instead of group by in summarize, why don't you use a filter before summarize.

 

So in your example, use a filter with Operator = A, then take the median of the true output and the median of the false output.

 

Let me know if this solution will not work in your use case.

Quasar
Quasar

How about the attached?

 

This treats Product and DMA Combination as the Bucket and Operator as the Individual:

 

Agg and Other Agg.png

- Summary to get aggregation value at bucket and individual level

- Join on the Bucket fields to bring all underlying data back in

- Filter to remove matching individual records

- Summarize to get aggregation of "Other" records in the bucket for the individuals

Atom

Awesome, this is perfect.

 

Even after a couple months I'm still learning to forget the well trodden excel-centric way of thinking and miss these oh so simple yet elegant solutions. Thank you again!

Meteor

I have some data based on Month, Activity and the Absolute difference between say 22 values

month    activity Absolute Diff 

201704 13477       1236
201705 14713       175
201706 14538       524
201707 15062       251
201708 14811      361
201709 14450      1149
201710 15599       70
201711 15669     1117
201712 14552     1428
201801 15980     1058
201802 14922     1010
201803 15932      802
201804 15130     1971
201805 17101     310
201806 17411      721
201807 18132     944
201808 17188      797
201809 16391    1592
201810 17983     226
201811 17757     730
201812 17027     1174
201901 18201    Null

 

 

This is really easy in Excel =Median(D8:D29)  and is done in a few seconds

 

However i am struggling to do this in Alteryx.  Can anyone suggest how i can do this.

 

In addition i also need to Calculate Sigma (Standard Deviation) along with Upper and Lower Control Limits of this dataset.

Please advise how i would construct a workflow to enable me to do this ?

 

 

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