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hi Iamp;#39;m Joe James in this video Iamp;#39;m going to show you how to swap the order of columns in a pandaamp;#39;s data frame so weamp;#39;ll import pandas first and then weamp;#39;re going to load up a data frame from a CSV file so letamp;#39;s see DF equals PD read CSV then weamp;#39;ll use a CSV file that Iamp;#39;ve used for some of my other videos itamp;#39;s called iris data and I have some column names already typed up which is just these are strings ABCD and labels so thereamp;#39;s five columns in this data frame and weamp;#39;ll print out the data frames you can see what it looks like and here you go we have five columns and we have ABCD and label our column headers our names now what we want to do is be able to swap the order of some of these columns so letamp;#39;s say we want to swap B and C right I want C to become first and then B or whatever you can change the order however you like so the process is like this weamp;#39;re going to get a list for these