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📉 Uncovering Production Decline Characteristics of Oil Wells

This repository contains code and other material submitted as part of the Data Visualization course at IU

I used a wide array of visualization libraries within the Python ecosystem.

PyData

Due to the large number of wells, it isn’t feasible to manually update the chart. Instead, we opted to build and interactive dashboard using the Panel library.

Panel dashboard

The methodology used allowed us to use the decline values for each well as features that can be mapped. This is a good option to accomodate situations in which both time and location are important towards understanding the dataset.

Map

Check it out

Resource Video Notebooks
Presentation Youtube Jupyter Logo

For more information about this course. Please check Prof. YY repo

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Final project for Data Visualization class - Summer 2022

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