18 NOV 2025
David shipped: Built granular growth reporting with canvas/d2l completion rate split
David commissioned a production growth report that split signup completion rates between Canvas/D2L universities and others, for a 24-hour cohort.
David asked for a production growth report with specific segmentation.
go build a growth report for what signups (and onboarding completions) have been like for the last 24 hrs. go super granular including signups/hr and other cool stuff. including names of users, universities, times they signed up and completed onboarding, how long its taken each person etc. and what lms their university uses. i want signup completion rates to be shown in two versions, first version for universities that use canvas or d2l, the second version for ones that don't
The split revealed important signal: Canvas/D2L users had meaningfully higher completion rates than non-LMS universities. David then asked for the LMS types of the incomplete users, and noted mobile signups should be filtered from the Canvas/D2L rate.