#Importing the seasonal_decompos
Thu Jul 22 2021 16:50:44 GMT+0000 (Coordinated Universal Time)
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@Corrydye
#python
#Importing the seasonal_decompose to decompose the time series
from statsmodels.tsa.seasonal import seasonal_decompose
decomp = seasonal_decompose(df_train)
trend = decomp.trend
seasonal = decomp.seasonal
residual = decomp.resid
plt.figure(figsize=(15,10))
plt.subplot(411)
plt.plot(df_train, label='Actual', marker='.')
plt.legend(loc='upper left')
plt.subplot(412)
plt.plot(trend, label='Trend', marker='.')
plt.legend(loc='upper left')
plt.subplot(413)
plt.plot(seasonal, label='Seasonality', marker='.')
plt.legend(loc='upper left')
plt.subplot(414)
plt.plot(residual, label='Residuals', marker='.')
plt.legend(loc='upper left')
plt.tight_layout()
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