Use numpy.asarray:

import numpy as np
myarray = np.asarray(mylist)
Answer from A. Rodas on Stack Overflow
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GeeksforGeeks
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Convert list to Python array - Python - GeeksforGeeks
July 12, 2025 - This method uses NumPy's array() function to convert a list into a NumPy array, offering more flexibility and additional functionality for numerical operations.
Discussions

python - List to array conversion to use ravel() function - Stack Overflow
I have a list in python and I want to convert it to an array to be able to use ravel() function. More on stackoverflow.com
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How do I convert a list to a numpy array?
https://docs.scipy.org/doc/numpy-1.10.4/reference/generated/numpy.asarray.html More on reddit.com
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April 15, 2020
Convert NumPy array to Python list - Stack Overflow
How do I convert a NumPy array into a Python List? More on stackoverflow.com
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python - List of lists into numpy array - Stack Overflow
Do you know how not to do that: make an array of list even if all the lists have the same length? Or is it possible to convert a 2D array in a 1D array of 1D array (efficiently I mean, no iterative method or python map stuff) 2012-10-04T09:58:00.463Z+00:00 More on stackoverflow.com
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People also ask

What is the difference between list and array in Python?
A list can store mixed data types and is more flexible. An array usually stores only one data type but is faster and uses less memory. Conversion depends on whether you need speed or flexibility.
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Yes, NumPy allows this easily. If you have [[1,2],[3,4]], just call np.array() on it, and it will create a 2D array, like a matrix.
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How to Convert a List to an Array and Back in Python
December 11, 2025 - To convert a list to an array in Python, you can use the array module that comes with Python's standard library.
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Convert List to Array Python - Scaler Topics
May 4, 2023 - A list in python is a linear data structure that may hold a variety of elements of different types. A NumPy array is a data structure that can hold homogeneous (same type) items. There are three methods to convert list to array in python and these are, by using the array(), by using the numpy.arr...
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Convert List to Array in Python (5 Programs)
September 15, 2026 - Master list to array conversion in Python with 5 programs. Get clear examples, logic, and outputs explained in a step-by-step manner. Learn now!
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r/learnpython on Reddit: How do I convert a list to a numpy array?
April 15, 2020 -

The list I am working with has around 50 entries, I cannot simply do

Example:
list = [1,2,3,4,5,6,......50]

arr = numpy.array([ list ])

because it will place the entire list in 1 address. I am trying to use loops to append the values to the array but it is not working. Please help, thank you.

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GeeksforGeeks
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Convert Python List to numpy Arrays - GeeksforGeeks
July 12, 2025 - The numpy.array() function is the most common way to convert a list into an array. It takes the Python list as an argument and returns a NumPy array containing the same elements.
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Convert Operations for Arrays in Python: Lists, Strings and NumPy Arrays
May 3, 2024 - In Python, converting between lists and arrays is a common task when dealing with numerical data. The process of converting from a list to an array allows us to take advantage of efficient numerical computations and operations provided by libraries like NumPy.
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How to Convert Python List to NumPy Arrays? - Analytics Vidhya
April 21, 2025 - Additionally, NumPy arrays offer various benefits, such as memory efficiency, broadcasting, and seamless integration with other libraries. The simplest way to convert a Python list to a NumPy array is by using the `numpy.array()` function.
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Convert Python List to NumPy Arrays - Scaler Topics
May 4, 2023 - In Python, arrays are vectors that contain elements of the same data type and need to be declared by using a specific function like numpy.array(). Numpy is an open-source library for Python that can store multidimensional arrays. The Numpy library is used to convert a list to a numpy array.
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New York University
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3. Strings, Lists, Arrays, and Dictionaries โ€” PyMan 0.9.31 documentation
The elements of lists and arrays are numbered consecutively, and to access an element of a list or an array, you simply refer to the number corresponding to its position in the sequence. The elements of dictionaries are accessed by โ€œkeysโ€, which can be either strings or (arbitrary) integers (in no particular order). Dictionaries are an important part of core Python.
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Note.nkmk.me
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Convert between NumPy array and Python list | note.nkmk.me
January 23, 2024 - You can convert a list to a NumPy array (ndarray) by passing a list to np.array().
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GeeksforGeeks
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Convert Python Nested Lists to Multidimensional NumPy Arrays - GeeksforGeeks
July 15, 2025 - Initialize the nested list and then use numpy.array() function to convert the list to an array and store it in a different object.
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arrayThis
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Online array converter; convert your text list to array | arrayThis
Instantly convert your text list to array using arrayThis online tool; valid arrays for JS, PHP, PERL, Python and much more.
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APXML
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NumPy Array from Python List
NumPy arrays can have more than one dimension. You can create multi-dimensional arrays by passing nested Python lists (lists containing other lists) to np.array().
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W3Schools
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Python Lists and Arrays
In Python, lists are the built-in data structure that serves as a dynamic array. Lists are ordered, mutable, and can contain elements of different types. ... A list is a built-in data structure in Python, used to store multiple elements.