"The weights distribution (0.8, 0.5 etc.) seems arbitrary. Should work better if distributed proportionately (and all totaling 100%)."
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Insight in data
Started this discussion. Last reply by Prateek Baranwal Feb 6. 3 Replies 0 Likes
I have a situation with a client. They have 4 sources of data and they are wanting to create a single metric out of these four values to gain a generalised insight into how the company is going…Continue
Tags: normalization, reporting, insight
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"Hi ,
If i will have to make it , my approuch more or less will be :
1.- Define with the client what does it mean to "company going overall" . what the client is expecting to see. i will suggest you to use a simple 0-100 scoring.…"
Insight in data
I have a situation with a client. They have 4 sources of data and they are wanting to create a single metric out of these four values to gain a generalised insight into how the company is going overall.The problem is that each source has a completely different scale and are not really comparable.Source A has a scale in the millions where as Source B's scale is in the hundreds.Further to this we wanted to weight each source as some provide more value than others.We decided to scale all four…See More
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- Job Title:
- System Integrator
- Job Function:
- Data Science, Business Analytics
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