I want to compute the rolling mean of data taken on successive days. If I just use dataframe.rolling(7) the mean is from the previous week. Instead I would like day to be at the centre of the window the mean is computed over not right at the end. Is there an easy/fast way to get such a centred rolling mean of a pandas Series?