Example: Autoregressive Moving Average (ARMA): Sunspots data

%matplotlib inline

from __future__ import print_function
import numpy as np
from scipy import stats
import pandas as pd
import matplotlib.pyplot as plt

import statsmodels.api as sm

from statsmodels.graphics.api import qqplot

print(sm.datasets.sunspots.NOTE)