Replacing Multiple Values in Pandas
There are times when working with data in a Pandas DataFrame or Series that call for replacing particular values in order to improve data analysis or consistency. Pandas provides a number of methods for changing values in a column of a dataframe, offering versatility and effectiveness in managing a range of data replacement requirements.
Ways to Replace Multiple Values in Python Using Pandas are:
- Using the replace() Method
- Using map() method for single column
- Using apply() method
Pandas Replace Multiple Values in Python
Replacing multiple values in a Pandas DataFrame or Series is a common operation in data manipulation tasks. Pandas provides several versatile methods for achieving this, allowing you to seamlessly replace specific values with desired alternatives. In this context, we will explore various approaches to replace multiple values in Python using Pandas.