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The pandas set_index function allows you to change the index of your data frame by either taking a column and making it the new index or creating your own custom index. By importing pandas as pd and creating a data frame with restaurant data, you can use set_index to specify which column you want as the new index. This function is handy for organizing and manipulating data frames in pandas.