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.
Oil and Gas
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.
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.
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.
EnergyNet Override Valuation (Oil & Gas Coding with R)
While this tutorial is in the context of performing data manipulation, we use it and what we have learned so far to create a valuation of an EnergyNet minerals package.