Error When Using Pandas Read_excel(header=[0,1])

I'm trying to use pandas read_excel to work with a file. The file has two columns of headers so I'm trying to use the multiIndex feature apart of the header keyword argument. impo

Solution 1:

I could be mistaken but I don't think pandas handles parsing excel rows where there are merged cells. So in that first row, the merged cells get parsed as mostly empty cells. You'd need them nicely repeated to act correctly. This is what motivates the ffill below. If you could control the Excel workbook ahead of time and you might be able to use the code you have.

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my solution

It's not pretty, but it'll get it done.

filename = 'MOR-JANUARY 2015.xlsx'df1 = pd.read_excel(filename, sheetname='MOR', header=None)

vals = df1.values

mux = pd.MultiIndex.from_arrays(df1.ffill(1).values[:2, 1:], names=[None, 'DATE'])

df1 = pd.DataFrame(df1.values[2:, 1:], df1.values[2:, 0], mux)