'Restricting multiple-indexes/header to one column using pandas

Following code gives me header= Rice in every column. I wan to restrict it to only column 0 or the first column and put all other as blank. Basically I want to get rid off repetition of "Rice". Please check the attached picture of the data frame

header = pd.MultiIndex.from_product([['Rice'],["Centre","Feb 2020","Mar 2020","Apr 2020","Average" ]], names=['commo',''])
df=pd.DataFrame(columns=header,data=np.random.randn(6, 5))

df image



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