You can try of using pandas Dataframe from records

pd.DataFrame.from_records(series.values,index=series.index)

Out:

    0   1   2   3
file1   1   2   3   4
file2   5   6   7   8
file3   9   10  11  12
Answer from Naga kiran on Stack Overflow
๐ŸŒ
Spark By {Examples}
sparkbyexamples.com โ€บ home โ€บ pandas โ€บ how to convert numpy array to pandas series?
How to Convert NumPy Array to Pandas Series? - Spark By {Examples}
March 27, 2024 - pandas.Series() function is used to convert the NumPy array to Pandas Series. Pandas Series and NumPy array have a similar feature in structure so,
๐ŸŒ
w3resource
w3resource.com โ€บ python-exercises โ€บ pandas โ€บ python-pandas-data-series-exercise-6.php
Pandas Data Series: Convert a NumPy array to a Pandas series - w3resource
September 5, 2025 - Write a Pandas program to convert a NumPy array to a Series and then replace negative values with their absolute values.
Discussions

python - How to convert pandas series with numpy array values to dataframe - Stack Overflow
I have a pandas series which values are numpy array. More on stackoverflow.com
๐ŸŒ stackoverflow.com
Numpy array python: conversion in pandas series - Stack Overflow
I am trying to convert it into a pandas series, but because of double brackets I am getting the below error. More on stackoverflow.com
๐ŸŒ stackoverflow.com
pandas - How to convert ndarray to series in python - Stack Overflow
Actually, your question is how to convert to series ^^ ... Sign up to request clarification or add additional context in comments. ... @ markov zain: I'd rename this to 'Ndarray of Ndarrays to Series' because it describes your data more accurately. If it is just an ndarray of values, it does not work. Ex: array([ 0.00909254, 0.02390291, 0.02998752]), does not work with this code. 2019-02-06T02:30:01.837Z+00:00 ... just a quick note: this doesn't create a pandas ... More on stackoverflow.com
๐ŸŒ stackoverflow.com
python - How to convert a numpy matrix to a pandas series? - Stack Overflow
My purpose is to convert each row in the numpy.array to a string that will be used for a pandas dataframe. More on stackoverflow.com
๐ŸŒ stackoverflow.com
July 22, 2016
๐ŸŒ
Pandas
pandas.pydata.org โ€บ docs โ€บ reference โ€บ api โ€บ pandas.Series.to_numpy.html
pandas.Series.to_numpy โ€” pandas 3.0.6 documentation
For extension types, to_numpy() may require copying data and coercing the result to a NumPy type (possibly object), which may be expensive. When you need a no-copy reference to the underlying data, Series.array should be used instead. This table lays out the different dtypes and default return types of to_numpy() for various dtypes within pandas.
๐ŸŒ
GeeksforGeeks
geeksforgeeks.org โ€บ python โ€บ convert-a-numpy-array-to-a-pandas-series
Convert a NumPy array to a Pandas series - GeeksforGeeks
August 18, 2020 - # importing the modules import numpy as np import pandas as pd # creating an NumPy array array = np.array([10, 20, 1, 2, 3, 4, 5, 6, 7]) # displaying the NumPy array print("Numpy array is :") display(array) # converting the NumPy array # to a Pandas series series = pd.Series(array) # displaying the Pandas series print("Pandas Series : ") display(series) Output : Example 2 :
๐ŸŒ
Appdividend
appdividend.com โ€บ converting-numpy-array-to-pandas-series
How to Convert NumPy Array to Pandas Series
September 6, 2025 - The most efficient and easiest way to convert a NumPy array to a Pandas Series is by using pd.Series() constructor. It accepts an array as an argument and returns a Series object.
๐ŸŒ
w3resource
w3resource.com โ€บ python-exercises โ€บ numpy โ€บ convert-a-numpy-array-to-a-pandas-series-and-print.php
Convert a NumPy array to a Pandas series and print
Import NumPy and Pandas Libraries: ... with some example data. Convert to Pandas Series: Use the pd.Series() constructor to convert the NumPy array into a Pandas Series....
๐ŸŒ
TutorialsPoint
tutorialspoint.com โ€บ convert-a-numpy-array-to-a-pandas-series
Convert a NumPy array to a Pandas series
May 30, 2023 - In this example, the series is converted from a NumPy array of floating-point numbers. While converting, we will use the index parameter to specify row labels for the series object. # importing the modules import numpy as np import pandas as pd # Creating a 1 dimensional numpy array numpy_array = np.array([1, 2.8, 3.0, 2, 9, 4.2]) print("Input numpy array:") print(numpy_array) # Convert NumPy array to Series s = pd.Series(numpy_array, index=list('abcdef')) print("Output Series:") print(s)
Find elsewhere
๐ŸŒ
Note.nkmk.me
note.nkmk.me โ€บ home โ€บ python โ€บ pandas
Convert between pandas DataFrame/Series and NumPy array | note.nkmk.me
January 24, 2024 - To convert a DataFrame or Series to an ndarray, use the to_numpy() method or the values attribute. To convert an ndarray to a DataFrame or Series, use their constructors. ... For conversions between DataFrame/Series and Python built-in lists, ...
๐ŸŒ
Pandas
pandas.pydata.org โ€บ docs โ€บ reference โ€บ api โ€บ pandas.Series.array.html
pandas.Series.array โ€” pandas 3.0.5 documentation - PyData |
This property provides direct access to the underlying array data of a Series or Index without requiring conversion to a NumPy array. It returns an ExtensionArray, which is the native storage format for pandas extension dtypes. ... An ExtensionArray of the values stored within. For extension types, this is the actual array. For NumPy native types, this is a thin (no copy) wrapper around numpy.ndarray. .array differs from .values, which may require converting the data to a different form.
๐ŸŒ
GeeksforGeeks
geeksforgeeks.org โ€บ create-a-pandas-series-from-array
Create a Pandas Series from Array - GeeksforGeeks
March 17, 2025 - By default when you create a Series from a NumPy array Pandas automatically assigns a numeric index starting from 0. Here pd.Series(data) converts the array into a Pandas Series automatically assigning an index.
๐ŸŒ
Edureka Community
edureka.co โ€บ home โ€บ community โ€บ categories โ€บ python โ€บ how to create pandas series from numpy array
How to create Pandas series from numpy array | Edureka Community
April 1, 2019 - I want to create a series in pandas using a numpy array. I want to import some data and store ... then convert it into pandas series How to do this?
๐ŸŒ
Pandas
pandas.pydata.org โ€บ pandas-docs โ€บ stable โ€บ reference โ€บ api โ€บ pandas.Series.to_numpy.html
pandas.Series.to_numpy โ€” pandas 3.0.5 documentation
The returned array will be the same up to equality (values equal in self will be equal in the returned array; likewise for values that are not equal). When self contains an ExtensionArray, the dtype may be different. For example, for a category-dtype Series, to_numpy() will return a NumPy array and the categorical dtype will be lost.
๐ŸŒ
Stack Overflow
stackoverflow.com โ€บ questions โ€บ 63920897 โ€บ conversion-between-pandas-series-to-numpy-array
python - Conversion between "pandas.Series" to numpy array - Stack Overflow
import numpy as np import pandas as pd p = pd.Series([np.array([1,2]), np.array([2,4])]) np.array(p.values.tolist()).shape ... Sign up to request clarification or add additional context in comments.
๐ŸŒ
Reddit
reddit.com โ€บ r/learnpython โ€บ how to convert numpy.ndarray to pandas.series?
r/learnpython on Reddit: How to convert numpy.ndarray to pandas.Series?
October 25, 2019 -

Just trying to convert a vector in numpy to a vector in pandas. I tried using the Series class constructor and giving it the ndarray (i.e. pandasVector = pd.Series(numpyVector), which doesn't throw errors but I don't think it does what I want because the resulting Series has a bunch of NaNs where it shouldn't.

Is there a way to convert a vector in numpy to one in pandas? I know there are way to convert multidimensional arrays in numpy to dataframes in pandas, but this seems to be a different problem (or I could be missing something)