from statsmodels.tsa.stattools import adfuller
def DF_Test(ts):
    stationary = adfuller(ts)
    ## print the results
    print('D-F statistic = ' + str(stationary[0]))
    print('p-value = ' + str(stationary[1]))
    print('number of lags used = ' + str(stationary[2]))
    print('Critical value at 5% confidence = ' + str(stationary[4]['5%']))
    print('Critical value at 10% confidence = ' + str(stationary[4]['10%']))
DF_Test(decomp.resid[6:-6])