Reports like "time spent per visit" default to the usual highest-to-lowest value sort. But data points like these have an important linear representation that is lost.
1. We need more data points. Every 1-minute interval should be represented up to 30, then 30-minute intervals thereafter. Let us use SAINT if needed to classify those into fewer data points.
2. The data should be represented in it's meaningful order, as in shortest to longest timeframe.
< under 1 minute |||||||||||||||||||||
1 minute |||||||||||||||||||||||||||
2 minutes |||||||||||||
etc.
3. The chart should be a funnel representation including users from all timeframes until they drop off.
Cumulative
timeframe Audience size
< up to 1 minute ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
< up to 2 minutes ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
< up to 3 minutes |||||||||||||||||||||||||||||||||||
etc.
