Projecting the 2026 North American World Cup Host Cities


With the 2018 World Cup (and painful non-qualification) now fully in the mirror, American soccer fans have a lot to look forward to. The 2022 World Cup promises to be a great bounce bounce-back opportunity for the team, which figures to be led by a 23 year old Christian Pulisic. Four years later, the United States, Mexico, and Canada will jointly host a North American World Cup in 2026.

Read More

Home Run Derby Preview 2018 Edition


I love the Home Run Derby. Though initially disappointed by the move to timed scoring rather than the traditional “10 outs” framework, I’ve had an amazing time watching sluggers like Aaron Judge go up against the clock in today’s bracket-style tournament. With no “monster” sluggers like Judge or Stanton in tonight’s Derby, things are a bit more wide open - I think you could make a case for a number of different players tonight.

Read More

MLB Batting with RISP (mid-2018)


Baseball is a sport of inches - one half inch here and a fly out turns into a home run, one half inch there and a liner turns into a double play. Timing is also critical - striking with runners on and in scoring position is so much more valuable than a parade of solo home runs. In 2013, the St. Louis Cardinals were able to capitalize on this more than any other team in baseball history, riding a 0.

Read More

Best and Worst Passers in the NBA - 2017/2018


Chris Paul. James Harden. LeBron James. Rajon Rondo. It’s tough deciding on who the best passers in the NBA are - everyone’s preferences are different, and there’s basically an option for everything. Love full court outlet passes? Kevin Love’s your man. Laser-like kickouts for three? John Wall is happy to show you what he’s got. With so many different aspects of the basketball becoming more science than art, it’s refreshing to watch the NBA’s best passers work their magic in their own particular ways.

Read More

DC Government Employee Salary Data


Making Sense of DC’s Public Salary Data In the interest of transparency, most government institutions post the salary data of their employees, so that the public can have insight and visibility into where their tax dollars are going. FederalPay.org in particular is a great resource to look up the salaries of federal employees. However, this same set of tools does not typically exist for local and state governments. In the case of the District of Columbia, the DC Department of Human Resources posts a quarterly update of public employee salary information in PDF form.

Read More

Getting Excited about Juan Soto and Why Not to Worry About Bryce Harper's Batting Average


Soto’s Debut Nationals fans eagerly anticipated Juan Soto’s arrival to the major leagues, and boy, did he deliver. In his second MLB at-bat, and his first start, Soto laced a 422 foot drive off Robbie Erlin, driving in 3 and showing why he made such meteoric rise through the National’s minor league system. Soto’s promotion was the result of a particularly ill-timed injury to do-everything superstar Howie Kendrick, who was pressed into an everyday role at second base and the outfield following injuries to Daniel Murphy and Adam Eaton.

Read More

Cracking Combination Locks With Numpy


Background My dad recently came to me with an interesting proposition - cracking a combination lock where the first and last numbers are (probably) known. He has a lock where the first and last digits are 6 and 4, respectively, but is looking to determine the middle two digits and hopefully crack the overall combination. My first thought was to simply generate all the possibilities of numbers - a relatively trivial task, easy but long.

Read More

NBA Rim Protection in 2017-2018


In an effort to determine the league’s best rim protectors, I’ve put together a statistic I’d like to call RIMD: a weighted efficiency statistic that seeks to measure how effectively players can defend shots at the rim, giving preference to those who contest a large volume of shots each game. With the basic NBA Advanced Stats for rim protection in hand (looking at all shots 0-6 feet from the basket), here’s how to calculate RIMD for a given player:

Read More

NBA Usage Rate Leaders


A Primer on Usage Rate Usage rate describes the percentage of team plays used by a particular player while that player is on the court - basically, how likely a given player is to end a possession with a field goal attempt, free throws, or a turnover. This is a great indicator of how “ball dominant” a particular player is, and the degree to which a team’s central offensive player finished possessions can tell us a great deal about how that team plays on offense.

Read More

Visualizing MLB Team Payroll Spending


Partly in an effort to learn Tableau a little better, partly in an effort to see what the Nat’s historical payroll looks like, and partly because I hadn’t seen a tool like this before, I put together a Tableau Public graphic detailing each MLB team’s payroll spending since the turn of the millenium. Check it out! Shoutout to Baseball Prospectus and Cot’s Contracts for supplying the underlying yearly data. var divElement = document.

Read More