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Course Notes: ARIMA Models in Python

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Course Notes

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# Import any packages you want to use here
# plot the amazon data
plt.plot(amazon.index, amazon, label='observed')

# plot your mean predictions
plt.plot(mean_forecast.index, mean_forecast, color='r', label='forecast')

# shade the area between your confidence limits
plt.fill_between(lower_limits.index, lower_limits, 
               upper_limits, color='pink')

# set labels, legends and show plot
plt.xlabel('Date')
plt.ylabel('Amazon Stock Price - Close USD')
plt.legend()
plt.show()

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