https://github.com/myriamba/smart-grid-data-analysis-clustering
Exploratory Data Analysis of Smartmeter Data , Visualization, and Consumer Clustering for London Households.
https://github.com/myriamba/smart-grid-data-analysis-clustering
clustering-algorithm data-analytics data-visualization eda unsupervised-learning
Last synced: 2 months ago
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Exploratory Data Analysis of Smartmeter Data , Visualization, and Consumer Clustering for London Households.
- Host: GitHub
- URL: https://github.com/myriamba/smart-grid-data-analysis-clustering
- Owner: MyriamBA
- Created: 2023-02-21T22:52:50.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2025-02-19T20:57:15.000Z (9 months ago)
- Last Synced: 2025-03-21T19:19:29.929Z (8 months ago)
- Topics: clustering-algorithm, data-analytics, data-visualization, eda, unsupervised-learning
- Language: Jupyter Notebook
- Homepage:
- Size: 329 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Smart-Grid-Data-Analysis-Clustering
In this project, I analyzed and visualized smartmeter data for London households. Additionally, I developed and implemented unsupervised learning algorithms using Scikit-learn to cluster electricity consumers within the smart grid.