Comparing two Pandas series and printing the the difference

Python Pandas Server Side Programming Programming

In this program, we will compare two Pandas series and will print the differences in the series. By difference, we mean that the index positions at which the elements did not match.

Algorithm

Step 1: Define two Pandas series, s1 and s2.
Step 2: Compare the series using compare() function in the Pandas series.
Step 3: Print their difference.

Example Code

import pandas as pd

s1 = pd.Series([10,20,30,40,50,60])
s2 = pd.Series([10,30,30,40,55,60])

print("S1:\n", s1)
print("\nS2:\n", s2)

difference = s1.compare(s2)
print("\nDifference between the series: \n",difference)

Output

S1:
0    10
1    20
2    30
3    40
4    50
5    60
dtype: int64

S2:
0    10
1    30
2    30
3    40
4    55
5    60
dtype: int64

Difference between the series:
    self  other
1  20.0   30.0
4  50.0   55.0

Explanation

In the above output, there are two columns in the difference output. One is 'self' and beside it is 'other'. The self refers to s1 series whereas the 'other' refers to s2 series.

Prasad Naik

Published on 16-Mar-2021 10:46:22

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