cmp1 / energy

UK energy consumption, time-series forecasting.

energy

UK energy consumption, time-series forecasting.

Directory structure

• python/eda: Exploratory Data Analysis & Utils
• python/models: Time series forecast models.

Dependencies:

• Matplotlib version: 3.5.2
• Pmdarima version: 2.0.1
• Numpy version: 1.21.6
• Pandas version: 1.3.5
• Statsmodels version: 0.13.2

Execution Instructions

1. EDA: Navigate to python/eda/notebooks/ UK_Energy_SSM_EDA_20220823, connect to hosted/local runtime, cell > run all
2. Baseline/Forecast: Navigate to python/regression/notebooks/ UK_Energy_SSM_Baseline_Model, connect to hosted/local runtime, cell > run all