Web Reference: Learn how to use numpy.where function to return elements from x or y depending on condition. See the parameters, return value, broadcasting, and examples of 1-D and 2-D arrays. Sep 30, 2025 · By providing x and y as arguments, you can use numpy.where () to return different values depending on whether condition is true or false. Here, numpy.where () function checks the condition arr > 20. The NumPy where() function is a powerful tool for filtering array elements in lists, tuples, and NumPy arrays. It works by using a conditional predicate, similar to the logic used in the WHERE or HAVING clauses in SQL queries.
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