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The Lean Analytics Cycle: Metrics > Hypothesis > Experiment > Act

Occam's Razor

We are far too enamored with data collection and reporting the standard metrics we love because others love them because someone else said they were nice so many years ago. That metric is tied to a KPI. It's the target for your KPI. Online, offline or nonline. Yet this structure rarely exists in companies.

Metrics 156
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Eight Silly Data Things Marketing People Believe That Get Them Fired.

Occam's Razor

Real-time data is super valuable if zero human beings are involved from data collection to action being taken. The difference between a KPI and a metric is that the former has a direct line of sight to your bottom-line, while the latter is helpful in diagnosing tactical challenges. But don't make it your KPI.

Marketing 166
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Empowering Analysis Ninjas? 12 Signs To Identify A Data Driven Culture

Occam's Razor

Remember none of these jobs will do any data collection/IT work, even in medium-sized companies.) But if their primary output is just data, and not actions to take expressed in English or verbally in weekly senior staff meeting, then they are simply Reporting Squirrels. Hence the importance of picking the right KPIs.