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comparing Pandas dataframes by header uring regex

I have two dataframes let's call them df1 and df2, which columns with slightly different headers which I need to compare. For example

df1 = pd.Dataframe('0001_baseline':[1,2,3], '0002_baseline':[1,2,3])
df1 = pd.Dataframe('0001_w2':[1,2,3], '0002_w2':[1,2,3])

I need to do the ratio of 0001_baseline/0001_w2. if the names were identical I would have

intersec = set(df1.columns).intersection(set(df2.columns))

and then do the ratio according to the intersections, but the column names are different. Is there a way to perform the intersection according to column name using regex? Or alternatively, knowing that I know how long are the characters, replace the names with a shorter version which won't cause a problem?



source https://stackoverflow.com/questions/72353661/comparing-pandas-dataframes-by-header-uring-regex

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