cudf.core.column.string.StringMethods.jaccard_index#

StringMethods.jaccard_index(input: cudf.Series, width: int) → SeriesOrIndex[source]#

Compute the Jaccard index between this column and the given input strings column.

Parameters:

inputSeries: The input strings column to compute the Jaccard index against. Must have the same number of strings as this column.
widthint: The number of characters for the sliding window calculation.

Examples

>>> import cudf
>>> str1 = cudf.Series(["the brown dog", "jumped about"])
>>> str2 = cudf.Series(["the black cat", "jumped around"])
>>> str1.str.jaccard_index(str2, 5)
0    0.058824
1    0.307692
dtype: float32