Data Wrangling Solutions— Splitting Column with Each Cell Containing List of Values

Data Wrangling Solutions— Splitting Column with Each Cell Containing List of Values

In this tutorial, we will demonstrate a step-by-step approach to handle this case. Depending upon the version of the Pandas library, one can follow different solutions detailed below.

During the data preparation stage of an analytics project, a common challenge is to have *a list of values *in a table’s column. Typically, in a scenario like this, an analyst would like to split it into multiple records. A visual representation of this case is as below:

Sample Scenario (Image by Author)

In this tutorial, we will demonstrate a step-by-step approach to handle this case. Depending upon the version of the Pandas library, one can follow different solutions detailed below

machine-learning data-science python pandas data-wrangling

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