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Usage Metrics

K's Usage Metrics let you understand how a data asset is used and where it is in its lifecycle. By tracking and surfacing usage patterns, K gives data producers, owners, and stewards the insight they need to manage and prioritise their data assets effectively.


What Usage Metrics Tell You

K automatically collects and analyses usage signals across integrated data sources and tools. For each data asset, Usage Metrics can surface:

  • Who is using the asset, and how frequently

  • When it was last accessed or queried

  • Where in the data ecosystem it is consumed (e.g. reports, downstream pipelines)

  • Lifecycle stage — whether the asset is actively used, declining, or unused


How It's Used

Usage Metrics feed into several K features:

  • Trust Score — usage frequency and recency contribute to an asset's overall trust and relevancy ranking

  • Data Profiles — usage data is surfaced on each asset's Data Profile Page for quick reference

  • Top Users — K identifies the most frequent users of each asset, enabling targeted Q&A and knowledge sharing

  • Data Lineage — Understand which users are impacted by data changes across the data lineage


Where to View Usage Information

K surfaces usage metrics in several places. Depending on your role and what you're looking for, you can access usage data via:

  • Usage Tab — View usage stats, top users, and teams for any individual data asset directly from its Data Profile page. Includes usage type definitions and frequency breakdowns.

  • Usage Dashboard — Drill down on usage across your entire data ecosystem via the Dashboard & Insights page. Available to Data Managers and Administrators. Particularly useful for migration planning and identifying actively used assets at scale.

  • Ask K — Usage Exports — Export usage data as a spreadsheet using Ask K. Supports asset usage summaries, usage by user, usage by asset, and usage by tool. Exports can be scheduled and delivered automatically via email.