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108 Data Analysis
File:
108.30.10.20.30 Data Analysis - Structural analysis deliverables

Structural analysis deliverables

The deliverable for the structural analysis consists of the following:

Answer the questions

Customer base segmentation

  • Stratification on major segments like Product, Region, Demographics, etc
  • 108.30.10.20.20.10 Data Analysis - Segments - RFM to identify customers who are champions, at-risk of becoming lost, need attention, etc.
  • All segment groups should be mutually exclusive and universally exhaustive. I.e. an individual customer can only show up in one segment, and all customers must be accounted for (even if one of the segments has to be "other")

Market penetration and saturation report

113.020.020.50 Survival Analysis - Proportional Hazards PH
- As of 20200805, still not sure how to do this, but trying to learn!

Optional but recommended

Can you quantify at each step what improvements could mean?
- How much more revenue will be generated by improving retention at different rates?


Source:
  • Me