NumPy: Find common values between two arrays
NumPy: Array Object Exercise-18 with Solution
Write a NumPy program to find common values between two arrays.
Pictorial Presentation:
Sample Solution:-
Python Code:
# Importing the NumPy library with an alias 'np'
import numpy as np
# Creating an array 'array1' using NumPy
array1 = np.array([0, 10, 20, 40, 60])
# Printing the contents of 'array1'
print("Array1: ", array1)
# Creating a Python list 'array2'
array2 = [10, 30, 40]
# Printing the contents of 'array2'
print("Array2: ", array2)
# Finding the common values between 'array1' and 'array2'
print("Common values between two arrays:")
print(np.intersect1d(array1, array2))
Sample Output:
Array1: [ 0 10 20 40 60] Array2: [10, 30, 40] Common values between two arrays: [10 40]
Explanation:
In the above code –
array1 = np.array([0, 10, 20, 40, 60]): Creates a NumPy array with elements 0, 10, 20, 40, and 60.
array2 = [10, 30, 40]: Creates a Python list with elements 10, 30, and 40.
print(np.intersect1d(array1, array2)): The np.intersect1d function returns a sorted array containing the common elements of the two input arrays, ‘array1’ and ‘array2’. In this case, the common elements are 10 and 40, so the output will be [10 40].
Python-Numpy Code Editor:
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