Blog Archives

Downtime for Maintenance Simulation

January 12, 2017
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Downtime for Maintenance Simulation

Downtime, or non-productive time, commonly abbreviated as NPT, is usually used as a measure of time where there is no progress during drilling operations. However, I am using it here as a term to...

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Outlier Detection with Mahalanobis Distance

December 8, 2016
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Outlier Detection with Mahalanobis Distance

In this tutorial I will discuss how to detect outliers in a multivariate dataset without using the response variable. I will first discuss about outlier detection through threshold setting, then about using Mahalanobis Distance...

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Visualization Example: Interactive Oilfield Map

November 30, 2016
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Visualization Example: Interactive Oilfield Map

Recently I came across some R tutorials about creating interactive maps and I decided to build my own. I like the Google Maps interface design, so I wanted to make it look similar, i.e....

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Basic Shiny Application

November 27, 2016
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Basic Shiny Application

In this article I will describe how I built a basic web application with R and Shiny. Shiny is a web application framework for R and can be used to build and deploy interactive...

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