How to build an analytics case

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#BuildMeaningfulMetrics

Let’s drill and tell a story

Be specific about the problem

Why is this problem important?

What drives this?

What are the implications?

Data Match The Story Story Match The Data

Inter-relatedMy Model:Hot weather promote more ice-cream sale

New Data

Predictive Result

Data Tells me :Hot weather promote more

ice-cream sale

Old Data

Predictive Result

Data Match The Story Story Match The Data

Inter-related

Structural Form Modelling Reduced Form Modelling

Time

Characteristics

Time

Characteristics

Marketing: Target Audience

Male buys more than Female or Female buys more than Male

Young Male buy more than Older Male

Bank: Cyclical Patterns

This is the Bull Market or Bear Market.

Is there a special event that drives prices up or down?

Profits

RevenuePrice

Finding the Drivers : Zooming in and Zooming out

Tools

“It’s not just about knowing that you know the tools but MORE about how you use the tools to tell a story and predict the outcome with actionable insights”

Andrew Liew

Andrew Liew Weida

Andrew has cofounded 6 different startups in USA, Singapore, Australia. He also used to work for Hay Group as an information consultant. In his spare time, he loves to meet people and share insights.

@activesun1982

QicstartWE TECH-GROW YOUR COMPANY WITH SPEED AND RISK REDUCTION.

www.qicstart.com

support@qicstart.com

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