Shale Executive Compensation – Scraping SEC Filings with R
In this insight, we build a methodology in R to find executive compensation tables from the SEC and perform a bit of analysis on shale.
PPP Energy Loans – Scraping HTML Tables in R
Inspired by a tweet from @WAR527, I thought I would build a simple web scraper to pull a table of energy PPP loans into R and see which areas and funds were biggest takers.
Kodak Insider Transactions – Scraping SEC data with R
In this insight, we build a scraper to pull insider transactions from the SEC. We look at Kodak as an example.
Frac Ban in the Permian (Maps in R)
With the election coming, attention has turned to a potential frac ban on Federal Lands. In this insight, I use R and public data to quantify the impact.
Oil & Gas Coding with Python (part 3)
Part 3 in our series on using Python to perform common oil and gas calculations.
Impact to Weld County from Increasing Buffer to 2000 ft (in R)
Let’s look at Weld County and see the impact of a 2000 ft buffer around homes using R
Oil & Gas Coding with R (Part 3)
Part 3 in our series of tutorials in which we use the R programming language to perform common Shale calculations. Enjoy!
Oil & Gas Coding in Python (Part 2)
In this edition, we walk through developing a Type Curve web application using Plotly Dash in Python.
Oil & Gas Coding with Python (Part 1)
Oil and gas has been slow to adapt to the digital world. We are here to change that. See our intro tutorial with Python.
Oil & Gas Coding with R (Part 2)
In this tutorial, I will run you through the aRpsDCA package in R, actually developed by a guy many of you may know, Derrick Turk of Terminus Data Science. He’s likely not aware, but when I was first getting started I lobbed him a few questions and he gratefully answered and helped me to get …
Oil & Gas Coding with R (Part 1)
This will be the start of a continuing series on how to code in R with the assumption that you have never coded in R before and that you work in oil and gas (so hopefully you know the lingo). In this post, I will go through general procedural things, like how to actually install …
Stimulation Charts – Python Coding Series
In a continuation of our tutorials in Python, we show how to download fracture stimulation data and use plotting libraries to visualize.
Impairments in Shale – Scraping SEC filings with R
In this post we will dig deeper into SEC filings with R, this time focusing on shale impairments over time.
Financial Statements in R – DVN Income Statement Example
R contains methods to extract financial statment data from SEC filings. In this insight, I pull down Devon’s Q2 2020 income statement.
Analyzing Tweets with R – Friday Night Rollcall 09/25/2020
Each week Kenny Lay helps us forget our shale troubles with the weekly rollcall on Twitter. Let’s analyze the network with R.
Heat Maps in R – Bakken Edition
Heat maps are very valuable visual tools and only require data and imagination. I’ll work through an example using R for the Bakken.
Tracking Capex in the Eagle Ford – Karnes Trough Edition
How have costs in the Karnes Trough of the Eagle Ford been trending? We dig deeper using the AFE Leaks dataset.
Analyzing Tweets with R – Friday Night Rollcall 09/18/2020
Let’s dig in to EFT’s Friday Night Rollcall using the rtweet package in R.