how to combine single dataframe with multiple common columns

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There is single dataframe in pandas and it has 22117 row and columns 47 but there is common column 13 how to combine these common column single dataframes . how can i solve these problem? it is a image single dataframe with multiple common column how to solve these for preprocess datasets

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