#Importing the seasonal_decompos

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Thu Jul 22 2021 16:50:44 GMT+0000 (Coordinated Universal Time)

Saved by @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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