How to use user signup data
- Email, name, and role
- Data shows us how the product is used, and includes metadata about how the platform is accessed
- Features our users are using
- Features like invite other users into their file, to manage file permissions, and to publish their work
- Primary drivers for crashes to improvements incremental frame loading and image sampling for prototypes
How to know user engagement
- Funnel with all users at the top
- Encourage users to interact with notifications
- User behavior at scale
- Those on personal accounts, designers on team accounts were opening 80% of the comment notifications
Data Science Perspectives
- Significant lift in all users leaving comments, and this increase was especially pronounced for non-designers
- Data also indicated a more dynamic collaboration process
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