Valueerror Setting An Array Element With A Sequence Python Guides

Introduction Sometimes, while working with the NumPy and Python's arrays manipulation, coders face error message ValueError:"Setting an array element with a sequence.. I have a Pandas dataframe called output.The basic issue is that I would like to set a certain row, column in the dataframe to a list using the ix function and am getting ValueError: setting an array element with a sequence. My understanding is that a dataframe element was like a list element, it could hold anything (string, list, tuple, etc).

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Code Example: import numpy as np # Initialize a 2D numpy array arr_2d = np.zeros((2,2)) # Define a sequence that matches the array's inner dimension sequence = [1, 2] # Assigning the sequence to the first row of the array arr_2d[0] = sequence print(arr_2d). The ValueError: setting an array element with a sequence occurs when: An array does not have a proper shape, i.e., a multidimensional array has improper dimensions at different levels. library, and the NumPy array is not in sequence. Note: The number of elements in each dimension of an array is known as its shape.