Change language

Python | Pandas Series.all ()

|

Series.all() Pandas Series.all() returns True for all items, possibly , along the axis. It returns True if there is at least one element within the row or along the Dataframe axis that is False or equivalent (such as zero or empty).

Syntax: Series.all (axis = 0, bool_only = None, skipna = True, level = None, ** kwargs)

Parameter:
axis: Indicate which axis or axes should be reduced.
bool_only: Include only boolean columns.
skipna: Exclude NA / null values.
level: If the axis is a MultiIndex (hierarchical), count along a particular level, collapsing into a scalar.
** kwargs: Additional keywords have no effect but might be accepted for compatibility with NumPy.

Returns: scalar or Series

Example # 1: Use Series.all () to check if all values ​​in a given series object are East different or non-zero.

# import pandas as pd

import pandas as pd

 
# Create series

sr = pd.Series ( [ 34 , 5 , 13 , 32 , 4 , 15 ])

 
# Create index

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

  
# set index

sr.index = index_

 
# Print series

print (sr)

Output:

 Coca Cola 34 Sprite 5 Coke 13 Fanta 32 Dew 4 ThumbsUp 15 dtype: int64 

We will now use Series.all () to check if all values ​​in a given series object are True and Non-Null.

# check if all values ​​are True
# or non-zero

result = sr. all ()

 
# Print result

print (result)

Output:

 True 

As we can see in the output, Series.all () successfully returned True indicating that all values ​​in a given row — True or non-zero.

Example # 2: Use Series.all () to check if all values ​​in a given series object are True or non-zero .

Output:

 2010-12-31 08:45:00 51 2011-12-31 08: 45:00 10 2012-12-31 08:45:00 24 2013-12-31 08:45:00 18 2014-12-31 08:45:00 1 2015-12-31 08:45:00 84 2016- 12-31 08:45:00 12 2017-12-31 08:45:00 10 2018-12-31 08:45:00 5 2019-12-31 08:45:00 24 2020-12-31 08:45 : 00 0 Freq: A-DEC, dtype: int64 

We will now use Series.all () to check if all the values ​​in a given series object are True and Nonzero.

# import pandas as pd

import pandas as pd

 
# Create a series

sr = pd.Series ([ 51 , 10 , 24 , 18 , 1 , 84 , 12 < / code> , 10 , 5 , 24 , 0 ])

  
# Create index
# apply annual rate

index_ = pd.date_range ( ’2010-10-09 08:45’ periods = 11 , freq = ’Y’ )

 
# set index

sr.index = index_

  
# Print series

print (sr)

# check if all values ​​are True
# or non-zero

result = sr. all ()

 
# Print result

print (result)

Output:

 False 

As we can see in the output, Series.all () successfully returned False indicating that all values ​​in the given row are not True or nonzero. In this series object, one of the values ​​is zero.

Shop

Learn programming in R: courses

$

Best Python online courses for 2022

$

Best laptop for Fortnite

$

Best laptop for Excel

$

Best laptop for Solidworks

$

Best laptop for Roblox

$

Best computer for crypto mining

$

Best laptop for Sims 4

$

Latest questions

NUMPYNUMPY

Common xlabel/ylabel for matplotlib subplots

12 answers

NUMPYNUMPY

How to specify multiple return types using type-hints

12 answers

NUMPYNUMPY

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

12 answers

NUMPYNUMPY

Flake8: Ignore specific warning for entire file

12 answers

NUMPYNUMPY

glob exclude pattern

12 answers

NUMPYNUMPY

How to avoid HTTP error 429 (Too Many Requests) python

12 answers

NUMPYNUMPY

Python CSV error: line contains NULL byte

12 answers

NUMPYNUMPY

csv.Error: iterator should return strings, not bytes

12 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

sin

How to specify multiple return types using type-hints

exp

Printing words vertically in Python

exp

Python Extract words from a given string

Cyclic redundancy check in Python

Finding mean, median, mode in Python without libraries

cos

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