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Nuclear power station
MADS CAPSTONE PROJECT (2022)

Visualizing the US
Power Grid

About

About

WEBSITE IN DEVELOPMENT!

NEW FEATURES COMING SOON...

This website is the result of a Capstone project in which we wanted to share what we thought were some helpful, interactive visuals to better understand what makes up the US Power Grid and also share some blog posts analyzing aspects and attributes of the Power Grid, transparently demonstrating some data science techniques in machine learning, network analysis, forecasting, etc. by sharing code for out analysis and data cleaning (also making the data sets used more accessible to others for further analysis).

We hope you find this website informative and helpful.  If you have any questions or comments, feel free to send us a message using the form at the bottom of this page.

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Projects

Power Grid Dashboards

Features

Github Repository

Here you can find sample data and code used for analysis and visualizations.   Code used for data collection, cleaning, creating networks, and modeling are available in our GitHub repository.

 

Feel free to explore the whole project from beginning to end. We have included the standard README file for instructions on running all code locally.  All code is written in Python.

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Datasets

Get easy access to datasets used directly from web with code provided to download directly to your google drive. 

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Colab Notebooks

Run the pipeline of notebooks provided to collect, clean, and manipulate the data for your own use/projects (or to recreate our findings).  If you build on our project, please let us know!

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Contact

Contact

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Paul Natland

Educator and enthusiastic data explorer.  A teacher with 17 years of experience teaching physics. Master of Applied Data Science from the University of Michigan and Bachelor of Science in Physics from The George Washington University.

Garrett Woody

Knowledge/data is currency, and tidy data is gold. An Enterprise Architect with 10 years of experience, specializing in Cloud and ML. In another life, a Relationship Manager for a Bank with 7 years of experience. Master of Applied Data Science from the University of Michigan and Bachelor of Science in Information Technology from the University of Phoenix.

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If you would like to contact us, please fill in the form below!

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