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Home » Python » Python Programs
Concatenate strings from several rows using pandas groupby
Given a Pandas DataFrame, we have to concatenate strings from several rows using pandas groupby. By Pranit Sharma Last updated : September 17, 2023
Pandas is a special tool which allows us to perform complex manipulations of data effectively and efficiently. Inside pandas, we mostly deal with a dataset in the form of DataFrame. DataFrames are 2-dimensional data structure in pandas. DataFrames consists of rows, columns and the data.
A string in pandas can also be converted into pandas DataFrame with the help StringIO method.
Problem statement
Given a Pandas DataFrame, we have to concatenate strings from several rows using pandas groupby. Suppose we have a product name ‘Frooti’ in our DataFrame and its sales in number. We may have this product multiple times in the DataFrame.
Concatenating strings from several rows using pandas groupby
For this purpose, we will use the df.groupby() method by passing the set of the columns whose value we have to concatenate and a new column name. Also, we will apply the lambda expression with the .join() method. Consider the following code statement to achieve this task:
To work with pandas, we need to import pandas package first, below is the syntax:
To work with StringIO, we need to import io package from StringIO first, below is the syntax:
Let us understand with the help of an example,
Python program to concatenate strings from several rows using pandas groupby
The output of the above program is:
![task dictionary string string c# Example: Concatenate strings from several rows](https://www.includehelp.com/images/concatenate-strings-from-several-rows.jpg)
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Concatenating strings from several rows using pandas groupby. For this purpose, we will use the df.groupby() method by passing the set of the columns whose value we have to concatenate and a new column name. Also, we will apply the lambda expression with the .join() method. Consider the following code statement to achieve this task: