CODEWITHSUNDEEP
pythonpandas
Lukáš Altman
Lukáš Altman

Reputation: 527

How to transform pandas.core.series.Series to list?

I tried 

print(type(numbers[2]))
numbers[2].tolist()
print(type(numbers[2]))

that doesn't work. I got

<class 'pandas.core.series.Series'>
<class 'pandas.core.series.Series'>

Numbers is a matrix.

Upvotes: 18

Views: 25182

Answers (2)

JohanL
JohanL

Reputation: 6891

The .tolist() call will not update your structure in-place. Instead the method will return a new list, without modifying the original pd.Series object.

That means we must assign the result to the original variable to update it. However, if the original variable is a slice of a pd.DataFrame() we cannot do this, since the DataFrame will automatically convert a list to a pd.Series when assigning.

That means, doing numbers[2] = numbers[2].tolist() will still have numbers[2] being a pd.Series. To actually get a list, we need to assign the output to another (perhaps new) variable, that is not part of a DataFrame.

Thus, doing

numbers_list = numbers[2].tolist()
print(type(numbers_list))

will output <class 'list'> as expected.

Upvotes: 25

d_kennetz
d_kennetz

Reputation: 5359

This doesn't change anything in place since you are not assigning it:

print(type(numbers[2]))
numbers[2].tolist()
print(type(numbers[2]))

should be changed to:

print(type(numbers[2]))
numbers2list = numbers[2].tolist()
print(type(numbers2list))

returns:

<class 'pandas.core.series.Series'>
<class 'list'>

Upvotes: 6

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