pandas calculate return by shifting timeseries index

 usually, we calculate the return with next row data by simply using df.Close.shift()

but if we want shifting by a specific time period, can try:

df['ret15min'] = (df.Close.shift(-15, freq="min") -df.Close)*100/df.Close