count_where

agg.count_where returns an aggregator that computes the number of values that pass a set of filters within an aggregation group.

Syntax

Parameters

ParameterTypeDescription
colstr

The name of the column that will contain the count of values that pass the filters.

filtersUnion[str, Filter, Sequence[str], Sequence[Filter]]

Formulas for filtering as a list of Strings.

Filters can be:

  • A match filter.
  • A conditional filter. This may be a custom boolean function.

Tip

Providing multiple filter strings in the filters parameter will result in an AND operation being applied to the filters. For example, "Number % 3 == 0", "Number % 5 == 0" will return the count of values where Number is evenly divisible by both 3 and 5. You can also write this as a single conditional filter, "Number % 3 == 0 && Number % 5 == 0", and receive the same result.

You can use the || operator to OR multiple filters. For example, Y == `M` || Y == `N` matches when Y equals M or N.

Returns

An aggregator that computes the number of values within an aggregation group that pass the provided filters.

Examples

The following table is used for all the examples:

In this example, agg.count_where returns the number of values of Number that are >= 20 and < 99 as grouped by X.

In this example, agg.count_where returns the number of values of Y that are M or N, as grouped by X.

In this example, agg.count_where returns the number of rows where Y equals 'M' and Number > 50 over the entire table (no grouping).

In this example, agg.count_where returns the number of rows where Number is between 50 and 100 (inclusive), as grouped by X and Y.