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Differential privacy functions

DP_INTERVAL_LOW

Returns the lower bound of the noise interval, which is used by differential privacy to help analysts determine how much noise has been introduced into query results.

By default, there is a 95% confidence level that the actual value is equal to or larger than the lower bound.

See also:

DP_INTERVAL_HIGH

Syntax

DP_INTERVAL_LOW( <aggregated_column> )
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Arguments

aggregated_column

Alias of a column that has been aggregated by the query.

Returns

Returns an integer that is the lower bound of the noise interval.

If the table is not protected by differential privacy, returns NULL.

Examples

To return the lower bound of the noise interval for the aggregation of the column num_claims:

SELECT SUM(num_claims) AS sum_claims,
  DP_INTERVAL_LOW(sum_claims)
  FROM t1;
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