Time Series Analysis, Exploratory Data Analysis, Feature Engineering, Energy Consumption, Data Science.
df_plot.drop_duplicates(subset=['Datetime']).sort_values(by='Datetime') df_plot = df_plot.set_index('Datetime') # Additive Decomposition result_add = seasonal_decompose(df_plot['PJME_MW - Additive Decompose'], model='additive', period=24*7) # Multiplicative Decomposition result_mul =