5 Pillars of Data Observability: How Recency, Distribution, Volume, Schema, and Lineage Maintain Healthy Data Recency. Also referred to as “freshness,” recency looks at the timeliness of your data. ... Distribution. ... Volume. ... Schema. ... Lineage. Sep 1, 2022