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To determine if two Index objects are equal, use the equals() method.At first, import the required libraries −import pandas as pdCreating index1 and index2 −index1 = pd.Index([15, 25, 55, 10, 100, 70, 35, 40, 55]) index2 = pd.Index([15, 25, 55, 10, 100, 70, 35, 40, 55])Display the index1 and index2 −print("Pandas Index1...", index1) print("Pandas Index2...", index2)Check whether two index objects are equal −index1.equals(index2) ExampleFollowing is the code −import pandas as pd # Creating index1 and index2 index1 = pd.Index([15, 25, 55, 10, 100, 70, 35, 40, 55]) index2 = pd.Index([15, 25, 55, 10, 100, 70, 35, 40, 55]) ... Read More
To compute the symmetric difference of two Index objects, use the index1.symmetric_difference(index2) method in Pandas.At first, import the required libraries −import pandas as pdCreating two Pandas index −index1 = pd.Index([10, 20, 30, 40, 50]) index2 = pd.Index([40, 10, 60, 20, 55])Display the Pandas index1 and index2 −print("Pandas Index1...", index1) print("Pandas Index2...", index2)Perform symmetric difference −res = index1.symmetric_difference(index2) ExampleFollowing is the code −import pandas as pd # Creating two Pandas index index1 = pd.Index([10, 20, 30, 40, 50]) index2 = pd.Index([40, 10, 60, 20, 55]) # Display the Pandas index1 and index2 print("Pandas Index1...", index1) print("Pandas Index2...", index2) ... Read More
To return a new Index with elements of index not in other but unsort the result, use the difference() method. Set the sort parameter to False.At first, import the required libraries −import pandas as pdCreating two Pandas index −index1 = pd.Index([30, 10, 20, 50, 40]) index2 = pd.Index([80, 40, 60, 20, 55])Display the Pandas index1 and index2 −print("Pandas Index1...", index1) print("Pandas Index2...", index2)Get the difference of both the indexes. Results are unsorted using the "sort" parameter with value "False" −res = index1.difference(index2, sort=False) ExampleFollowing is the code −import pandas as pd # Creating two Pandas index index1 = pd.Index([30, ... Read More
To return a new Index with elements of index not in other and get the difference, use the index1.difference(index2) method in Pandas.At first, import the required libraries −import pandas as pdCreating two Pandas index −index1 = pd.Index([10, 20, 30, 40, 50]) index2 = pd.Index([80, 40, 60, 20, 55])Display the Pandas index1 and index2print("Pandas Index1...", index1) print("Pandas Index2...", index2)Get the difference of both the indexes −res = index1.difference(index2) ExampleFollowing is the code −import pandas as pd # Creating two Pandas index index1 = pd.Index([10, 20, 30, 40, 50]) index2 = pd.Index([80, 40, 60, 20, 55]) # Display the Pandas ... Read More
To form the Union of two Index objects with different datatypes, use the index1.union(index2) method in Pandas.At first, import the required libraries −import pandas as pdCreating two Pandas index −index1 = pd.Index([10, 20, 30, 40, 50]) index2 = pd.Index(['p', 'q', 'r', 's', 't', 'u'])Display the Pandas index1 and index2 −print("Pandas Index1...", index1) print("Pandas Index2...", index2)Perform union of mismatched datatypes −res = index1.union(index2) ExampleFollowing is the code −import pandas as pd # Creating two Pandas index index1 = pd.Index([10, 20, 30, 40, 50]) index2 = pd.Index(['p', 'q', 'r', 's', 't', 'u']) # Display the Pandas index1 and index2 print("Pandas ... Read More
To form the intersection of two Index objects, use the index1.intersection(index2) method in Pandas. To avoid sorting the result, use the sort parameter and set it to False.At first, import the required libraries −import pandas as pdCreating two Pandas index −index1 = pd.Index([10, 20, 30, 40, 50]) index2 = pd.Index([80, 65, 60, 70, 55])Display the Pandas index1 and index2 −print("Pandas Index1...", index1) print("Pandas Index2...", index2)Perform union. We have used the "sort" parameter with value ‘False’ to unsort the results −res = index1.union(index2, sort=False) ExampleFollowing is the code −import pandas as pd # Creating two Pandas index index1 = pd.Index([10, ... Read More
To get the second component of the Period, use the period.second property. At first, import the required libraries −import pandas as pdThe pandas.Period represents a period of time. Ccreating two Period objectsperiod1 = pd.Period("2020-09-23 05:55:30") period2 = pd.Period(freq="S", year = 2021, month = 7, day = 16, hour = 2, minute = 35, second = 10)Display the Period objectsprint("Period1...", period1) print("Period2...", period2)Get the seconds from two Period objectsres1 = period1.second res2 = period2.secondExampleFollowing is the code import pandas as pd # The pandas.Period represents a period of time # creating two Period objects period1 = pd.Period("2020-09-23 05:55:30") period2 = ... Read More
To get the quarter of the year component of the Period, use the period.quarter property. At first, import the required libraries −import pandas as pdThe pandas.Period represents a period of time. Creating two Period objectsperiod1 = pd.Period("2020-02-27 08:32:48") period2 = pd.Period(freq="M", year = 2021, month = 8, day = 16, hour = 2, minute = 35)Display the Period objectsprint("Period1...", period1) print("Period2...", period2)Get the quarter of the year from two Period objectsres1 = period1.quarter res2 = period2.quarterResult is based on the following quarters of an yearQuarter 1 = 1st January to 31st March Quarter 2 = 1st April to 30th June Quarter ... Read More
To get the month of the year component of the Period, use the period.month property. At first, import the required libraries −import pandas as pdThe pandas.Period represents a period of time. Creating two Period objectsperiod1 = pd.Period("2020-09-23 05:55:30") period2 = pd.Period(freq="M", year = 2021, month = 8, day = 16, hour = 2, minute = 35)Display the Period objectsprint("Period1...", period1) print("Period2...", period2)Get the month of the year from two Period objectsres1 = period1.month res2 = period2.monthExampleFollowing is the code import pandas as pd # The pandas.Period represents a period of time # creating two Period objects period1 = pd.Period("2020-09-23 ... Read More
To get the minute of the hour component of the Period, use the period.minute property. At first, import the required libraries −import pandas as pdThe pandas.Period represents a period of time. Creating two Period objectsperiod1 = pd.Period("2020-09-23 05:55:30") period2 = pd.Period(freq="T", year = 2021, month = 7, day = 16, hour = 2, minute = 35)Display the Period objectsprint("Period1...", period1) print("Period2...", period2)Get the minute of the hour from two Period objects res1 = period1.minute res2 = period2.minuteExampleFollowing is the code import pandas as pd # The pandas.Period represents a period of time # creating two Period objects period1 = ... Read More