Python Composite Score: Simplify Complex Metrics

Learn how to create a single score that represents a collection of complex metrics. Combining and presenting these items as a single score reduces the potential for information overload.

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[MohamedIbrahimEid]

Thanks, I come back this ideas in number of times, t really helps me when every I need to refresh composite score concept.

[petrslamenik]

Great idea! Never seen composite score before, hope many useful videos come.

[SP-rqvs]

A really straightforward solution. How would you approach metrics with inverse scales? For example higher values in metrics 1, 2, 3 are "good", but for metrics 4 and 5 lower values are "good" and higher values should result in lower scores.

[beebanrai]

When creating a compositer score, does it make sense to compare variables of different units, for example dollar amount and percentage

[sebhatyidelwo]

Any ideas how we can assign weights? I would be interested in investigating how I can assign weights to certain more valuable features!