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pandas replace you use pandas replace when you want to simply replace some values in your data frame with other values however this uh sneaky little function starts off very simple and then gets more complicated and specific after that but it is also very powerful so lets see how it works first thing that well do is well import pandas as pd and then what im going to do is im going to create a data frame now this data frame will be three well have three columns in it oops well have three columns in it and well have five rows columns x columns y and columns z and what were first going to do is a very simple use case of just replacing all of the twos with 20s so if we go back to our data frame here you can see that theres a 2 right here and what im going to say is im going to say data frame dot replace im going to specify a two replace which is just the value two so this means its going to go find all the twos in the data frame and then replace them and its going to replace