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README.md

Data science tools for petroleum exploration and production

This repo is a Python and R extention of the work from two Python notebooks in the Predict repository (some of the code in those notebooks may be obsolete, but they are still a good read):

We illustrate the use of Data Science tools, specifically focusing on exploratory data analysis and predictive modeling, using a small toy data set with oil production data.

Talk at the 2018 Calgary CSEG / CSPG Geoconvention

Data science tools for petroleum exploration and production

  • For pre-talk abstract see here
  • For slides see /Talk slides/ above
  • Annotated slides coming soon on Speaker Deck

Contributors

For Python

Matteo Niccoli, see /Python/ above.

Blog posts:

Interactive notebooks:

  • click on the Binder button below, browse to the /Python/notebooks directory, and open one of the notebooks

Binder

Static notebooks:

For R

Thomas Speidel, see /R/ above.

  • For an interactive notebook, see here
  • For the Rmarkdown see here

About

Python and R notebooks accompanying a talk at the 2018 CSEG / CSPG Geoconvention in Calgary - and a lot MORE!

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