Data Analytics

Production analysis

This project was a collaborative effort between WVU and an oil and gas operator in the Appalachian Basin. It involved a large scale effort to compile and analyze geologic and engineering data with the objective of identifying key influential parameters and building predictive models to better understand controls on gas production.

Compilation of completion data

A collaborative effort to build a Python script for extensive data scraping and data structure standardization. This project is an example of one of the most fundamental aspects of data analytics, which is data compilation and QC. The final product had significant application in leveraging of completion engineering data.

3-D horizontal well spacing script

Using survey data from any number of wells, a calculation of well spacing in 3 dimensions is provided at each survey point. The nearest north and south points are provided (or east and west). The data is then aggregated at the well or stage level which includes average distance and percent of well that is bound.