Career Tracks at UC Part I: Cleaning and Tidying

In 2017 the University of California launched Career Tracks, a job classification system for staff not represented by a union. The goal was threefold: (1) to give employees better-defined career paths; (2) to better-align university compensation with the market; and (3) to better-reflect primary job responsibilities for each employee. Additionally,... [Read More]
Tags: R

The Data Analyst as Wanderer: Pre-Exploratory Data Analysis with R

This post is about pre-exploratory data analysis. Namely, answering questions about the data at two junctures: before you know anything about the data and when you know only very little about the data. There are roughly three overlapping questions to ask: What is this? Whatā€™s in this? What can I... [Read More]
Tags: R

Simple Probability Trees in R

This may surprise you, but there isnā€™t an easy, ā€œcanonicalā€ method to construct simple probability trees in R. Google uncovers some hacky attempts from years past, but it obviously hasnā€™t been a pressing issue or priority in the community. The reason for this, I think, is threefold: (1) probability trees... [Read More]
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R at the Golden State Sprint Triathlon

Earlier today I completed my first (sprint) triathlon. For me, it was 2 hours and 12 minutes of barbarismā€“a 1/2 mile swim, a 15 mile bike ride, and a three mile run to boot. I knew my time was poor; I struggled to wiggle out of my wet suit, was... [Read More]
Tags: R