Introduction

The experiment aim to utilize such resource to analyse electricity usage habit. A similar work have been done by Kalaiselvi[1] who tried to relate energy consumption to other geographical feature. This experiment will try to mine my own electric usage to visualize and examine usage habit.

Data

Tools

Data Visualization

• Python 3
• Pandas 1.2.5
• Jupyter
• Matlibplot 3.4.2

Data analysis

• Python 3
• Pandas
• Scikit 0.24.2

Data crawling

• NodeJS 15.14
• Objects-to-csv
• Node-fetch

Visualization

Raw Data

Grouped Data

Scatter Plot

Clustering (K-means)

Regression (Polynomial)