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Data qualityCase 01 of 05

Clock skew and sentinel timestamps

Device clocks are wrong; bidstream timestamps can be in the future or negative; missing values default to 1970-01-01 (the temporal 'zero-island'); rounded values pile up at 00:00:00. These are not real slots.

Class
Case to account for
Affects
1 conversion
01

Detection

Timestamps at epoch 0, in the future, or spiking at midnight.

02

Mitigation

01
Bound-check and flag or drop sentinels; never bucket 1970 or a future time as a real slot.
03

Affected conversions

Timestamp + zonehour-of-week slot
OPEN