There are 2 repositories under petroleum-economics topic.
Open source petroleum engineering projects, useful scripts, functions, and jupyter notebooks
EP Module for Economic Analysis of Oil and Gas Projects
Crack spread is the price differential between crude oils and refined products. "Crack" refers to the catalyzing and heating process that results in the breaking down of the carbon bonds, hence the name "cracking". The spreads represent industry refining margins and lend insight into economic activities. The spreads are thought to be seasonal. The below code investigates a few crack spreads visually to establish such relationships.
I worked with OilyGiant, a petroleum mining firm, to find new oil well locations. I created a model to identify high-profit zones and assessed potential earnings and risks using bootstrapping techniques.