From Analysis to Insight

Insight is more than an observation

“Mobile conversion is lower” is an observation. “Mobile conversion is lower for first-time customers, concentrated around payment selection” is closer to an actionable insight.

Avoid overclaiming

Correlation can suggest where to investigate; it does not automatically prove causation. State what the data supports and what remains uncertain.