Python | Pandas Series.quantile ()

| | | | | | |

👻 Check our latest review to choose the best laptop for Machine Learning engineers and Deep learning tasks!

Series.quantile() Pandas Series.quantile() returns the value in the given quantile for the underlying data in this Series object.

Syntax: Series.quantile (q = 0.5, interpolation = ’linear’)

Parameter:
q: float or array-like, default 0.5 (50% quantile)
interpolation: {’linear’, ’lower ’,’ higher ’,’ midpoint ’,’ nearest ’}

Returns: quantile: float or Series

Example # 1: Use Series.quantile () to return the desired quantile of the underlying data in a given Series object.

# import pandas as pd

import pandas as pd


# Create series

sr = pd.Series ([ 10 , 25 , 3 , 11 , 24 , 6 ])


# Create index

index_ = [ ’ Coca Cola’ , ’Sprite’ , ’Coke’ , ’Fanta’ , ’ Dew’ , ’ThumbsUp’ ]


# set index

sr.index = index_


# Print series

print (sr)

Output:

We will now use Series.quantile () to find the quantile 40% of the base data in this series object.

# return 40% quantile

result = sr.quantile (q = 0.4 )


# Print result

print (result)

Output:

As we can see in the output, Series.quantile () successfully returned the desired quantitative value of the underlying data of the given Series object.

Example # 2: Use Series.quantile () to return the desired quantile of the underlying data in the given Series object.

# import pandas as pd

import pan das as pd


# Create a series

sr = pd.Series ([ 11 , 21 , 8 , 18 , 65 , 84 , 32 , 10 , 5 , 24 , 32 ])


# Print series

print (sr)

Output:

Now we will use Series.quantile () to find the 90% quantile of the underlying data in a given series object.

# return 90% quantile value

result = sr.quantile (q = 0.9 )


# Print result

print (result)

Output:

As we can see in the output, Series.quantile () successfully returned the desired quantitative value for the underlying data of this Series object.

👻 Read also: what is the best laptop for engineering students?

We hope this article has helped you to resolve the problem. Apart from Python | Pandas Series.quantile (), check other array Python module-related topics.

Want to excel in Python? See our review of the best Python online courses 2023. If you are interested in Data Science, check also how to learn programming in R.

By the way, this material is also available in other languages:



Manuel Sikorski

Rome | 2023-02-04

Maybe there are another answers? What Python | Pandas Series.quantile () exactly means?. I just hope that will not emerge anymore

Olivia Schteiner

Massachussetts | 2023-02-04

Maybe there are another answers? What Python | Pandas Series.quantile () exactly means?. Checked yesterday, it works!

Boris Danburry

Massachussetts | 2023-02-04

re Python module is always a bit confusing 😭 Python | Pandas Series.quantile () is not the only problem I encountered. I just hope that will not emerge anymore

Shop

Gifts for programmers

Learn programming in R: courses

$FREE
Gifts for programmers

Best Python online courses for 2022

$FREE
Gifts for programmers

Best laptop for Fortnite

$399+
Gifts for programmers

Best laptop for Excel

$
Gifts for programmers

Best laptop for Solidworks

$399+
Gifts for programmers

Best laptop for Roblox

$399+
Gifts for programmers

Best computer for crypto mining

$499+
Gifts for programmers

Best laptop for Sims 4

$

Latest questions

PythonStackOverflow

Common xlabel/ylabel for matplotlib subplots

1947 answers

PythonStackOverflow

Check if one list is a subset of another in Python

1173 answers

PythonStackOverflow

How to specify multiple return types using type-hints

1002 answers

PythonStackOverflow

Printing words vertically in Python

909 answers

PythonStackOverflow

Python Extract words from a given string

798 answers

PythonStackOverflow

Why do I get "Pickle - EOFError: Ran out of input" reading an empty file?

606 answers

PythonStackOverflow

Python os.path.join () method

384 answers

PythonStackOverflow

Flake8: Ignore specific warning for entire file

360 answers

News


Wiki

Python | How to copy data from one Excel sheet to another

Common xlabel/ylabel for matplotlib subplots

Check if one list is a subset of another in Python

How to specify multiple return types using type-hints

Printing words vertically in Python

Python Extract words from a given string

Cyclic redundancy check in Python

Finding mean, median, mode in Python without libraries

Python add suffix / add prefix to strings in a list

Why do I get "Pickle - EOFError: Ran out of input" reading an empty file?

Python - Move item to the end of the list

Python - Print list vertically