workpatterns_report.md
In wpa: Tools for Analysing and Visualising Viva Insights Data

This report seeks to classify employees by their daily collaboration habits. We use Email and Teams Instant Message (IM) data to measure employee activity during each hour of the day, and group employees that share similar habits in 6 core archetypes. The method complements our traditional workweek span and after-hours analysis, by providing a more detailed view of activity throughout the day.

Among other things, this report should allow analysts to answer:

How many employees are concentrating their collaboration within the expecting working schedule (e.g. 9-5)?
How many employees are working on a more flexible schedule, going beyond 9-5 but taking breaks?
How many employees are working beyond the regular working schedule? How are those hours distributed?
How many employees appear to be struggling to disconnect / are always-on?