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Python | Pandas Panel.radd ()

Pandas uses Panel.radd() to add a series and series / dataframe element by element. This is equivalent to another + panel.

Syntax: Panel.radd (other, axis = 0)

Parameters:
other: DataFrame or Panel
axis: Axis to broadcast over

Returns: Panel

Code # 1:

# pandas module import

import pandas as pd 

import numpy as np 

 

df1 = pd.DataFrame ({ ’a’ : [ ’Geeks’ , ’For’ , ’geeks’ , ’ for’ , ’real’ ], 

  ’b’ : [ 11 , 1.025 , 333 , 114.48 , 1333 ]}) 

 

data = { ’item1’ : df1, ’ item2’ : df1} 

 
# create a panel

p anel = pd.Panel.from_dict (data, orient = ’minor’

  

print ( "panel [’ b’] is - " , panel [ ’ b’ ], ’’

 

print ( "Adding panel [’ b’] with df1 [’b ’] using radd () method -"

print ( "" , panel [ ’b’ ]. radd (df1 [ ’b’ ], axis = 0 )) 

Exit:

 panel [’b’] is - item1 item2 0 11.000 11.000 1 1.025 1.025 2 333.000 333.000 3 114.480 114.480 4 1333.000 1333.000 Adding panel [’b’] with df1 [’ b’] using radd () method - item1 item2 0 22.00 22.00 1 2.05 2.05 2 666.00 666.00 3 228.96 228.96 4 2666.00 2666.00 

Code # 2:

# import pandas module

import pandas as pd 

import numpy as np 

 

df1 = pd.DataFrame ({ ’ a’ : [< / code> ’Geeks’ , ’ For’ , ’geeks’ , ’ for’ , ’real’ ], 

’b’ : [ 11 , 1.025 , 333 , 114.48 , 1333 ]}) 

 

data = { ’ item1’ : df1, ’item2’ : df1} 

 
# create a panel

panel = pd.Panel.from_dict (data, orient = ’minor’

print ( "panel [’ b’] is - " , panel [ ’ b’ ], ’’

 
# Create 5 * 5 data frame

df2 = pd.DataFrame (np.random.rand ( 5 , 2 ), columns =   [ ’item1’ , ’ item2’ ]) 

print ( "Newly create dataframe with random values ​​is -" , df2)

 

print ( "Adding panel [’ b’] with df2 using radd () method - "

print (panel [ ’b’ ]. radd (df2, axis = 0 )) 

Exit:

 panel [’b’] is - item1 item2 0 11.000 11.000 1 1.025 1.025 2 333.000 333.000 3 114.480 114.480 4 1333.000 1333.000 Newly create datafram e with random values ​​is - item1 item2 0 0.584980 0.504366 1 0.730408 ​​0.259226 2 0.255814 0.825562 3 0.459585 0.052188 4 0.197732 0.551450 Adding panel [’b’] with df2 using radd () method - item1 item2 0 11.584980 11.504366 1 1.755408 1.2.855 114.939585 114.532188 4 1333.197732 1333.551450 

Code # 3:

# pandas module import

import pandas as pd 

import numpy as np 

  

df1 = pd.DataFrame ({ ’a’ : [ ’ Geeks’ , ’For’ , ’geeks’ , ’ real’ ], 

’b’ : [ - 11 , + 1.025 , - 114.48 , 1333 ]}) 

 

df2 = pd.DataFrame ({ ’a’ : [ ’I’ , ’ am’ , ’dataframe’ , ’two’ ], 

  ’b’ : [ 100 , 100 , 100 , 100 ]}) 

 

data = { ’item1’ : df1, ’ item2’ : df2}

  
# create a panel

panel = pd.Panel.from_dict (data, orient = ’minor’

print ( " panel [’b’] is -" , panel [ ’b’ ]) 

 

print ( "Adding panel [’ b’] with df2 [’b’] using radd () method -"

print ( "" , panel [ ’b’ ]. radd (df2 [ ’b’ ], axis = 0 )) 

Output:

 panel [’b’] is - item1 item2 0 -11.000 100 1 1.025 100 2 -114.480 100 3 1333.000 100 Adding panel [’ b’] with df2 [’b ’] using rad d () method - item1 item2 0 89.000 200 1 101.025 200 2 -14.480 200 3 1433.000 200 

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