⭐ Natural Gas Data Visuals ⭐

⚠️ USA Natural Gas Market Hubs in Decline! ⚠️

This dataset represents natural gas transmission hubs in the contiguous United States. A hub is a physical transfer point for natural gas where several pipelines are connected. A market center is a hub where the operator offers services that facilitate the buying, selling, and transportation of natural gas. This point dataset originates from the U.S. Energy Information Administration. And was last updated in September 2009.

- Background -

Results:

A decrease in customer base and private competition increase may be why the data visuals are showing a trending decline in the number of customers and rates.

- Assets -

Tools Used:

Python, Pandas, Numpy, Matplotlib, PyPlot, Seaborn, Plotly, GeoPandas, Folium, Dash, Flask, and Tableau.

Data Visuals - Informative

Data Visuals - Geo Informative

Data Visuals - OpenStreetMap & ArcGIS

Data Visuals - Dash Web App

Dash.mp4 Link to Dash App Website

Data Visuals - Tableau

Link to Tableau Dashboard

Team

Jonny Tesfahun