In order for us to decommission Session Length v1 dataset (disable data collection and the data pipeline), we must provide a replacement.
We can address the limitations of v1 (lack of granularity particularly with shorter sessions, extremely limited segmentation capability) by
- utilizing session identifiers and contextual attributes (e.g. performer_is_logged_in)
- improving granularity of the ticks (e.g. more ticks in the first minute, rather than evenly spaced 1 minute ticks)
Acceptance criteria
- Requirements gathered from stakeholders
- Dimensions that would be useful for analysis
- Granularity of ticks
- Instrument to replace sessionTick.js (v1)
- Data pipeline to replace session length (v1) daily DAG
- Dataset explorable in Superset, replacing session length (v1) dashboard