How To Perform Set Operations On Pandas DataFrames

How To Perform Set Operations On Pandas DataFrames

In this article we will explore Pandas Set operations that are Union, Intersection and Difference and will see how to use them?

In Data Science we often extract and scrape data from multiple sources. While analyzing this data we come to situations where we need to do a comparison of different data frames, for example, checking what all is different in each of the data frames or what is common in both the data frames. To achieve this we have different ways also known as set operations like Union, Intersection, and Difference. Through this article, we will understand what these set operations are and how they are used for comparison. In this experiment, we will first create two data frames and then will perform these sets of operations.

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