Time Series Analysis, Exploratory Data Analysis, Feature Engineering, Energy Consumption, Data Science.
df.set_index('Datetime') df['hour'] = [x for x in df.index.hour] df['day'] = [x for x in df.index.day_of_week] df['day_str'] = [x.strftime('%a') for x in df.index] df['year_month'] = [str(x.year) + '_' + str(x.month) for x in df.index] 3.1 Seasonal plot — Yearly consumption A very interesting plot