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Data qualityCase 02 of 05

Local timestamps read as UTC (or vice versa)

A column stored in local time is read as UTC, or a UTC column is read as local. Every event shifts by the offset, biasing every slot systematically — the diurnal curve peaks at the wrong hour.

Class
Case to account for
Affects
1 conversion
01

Detection

The aggregate diurnal shape is shifted by a constant offset from the expected shape.

02

Mitigation

01
Pin each timestamp column's zone in the schema; validate the diurnal shape after ingest.
03

Affected conversions

Timestamp + zonehour-of-week slot
OPEN