Visualizing the 2019 Cy Young Contenders


While baseball’s overarching trends may be leaning the way of the batter, there’s still space for difference-making pitchers to put their own stamp on the game. This year, we’ve been blessed with a plethora of strong seasons from established aces and a number of less-than expected emergences. Just in the past week, we’ve seen Justin Verlander throw his third career no-hitter, Gerrit Cole follow that up with 14 strikeouts, and Steven Strasburg rack up 14 of his own.

Read More

Favorability of Democratic Presidential Candidates


Earlier today I was poking through FiveThirtyEight and read a super interesting article chronicling Elizabeth Warren’s rise in popularity since the first Democratic Presidential Debate. Warren, on the strength of particularly high favorable ratings and relatively low unfavorable ratings, currently leads all Democratic candidates in Net Favorability, with a +53 margin. After reading through the table in the article for all 20 major candidates (which is super useful, to be fair), I got to thinking - I bet there’s a better way to show this data!

Read More

Plate Discipline and Offensive Production


Two weekends ago, my Nationals lost a tough series to the New York Mets, largely due to clutch late-game hitting from the Mets and some poor relief pitching by the Nationals. What they did do right, however, was grind out tough at-bats against both Noah Syndergaard and Jacob DeGrom, two of the best starting pitchers in all of baseball. They gave DeGrom a hard time in particular, forcing him to throw 101 pitches over just 5 innings in a game the Nationals ended up winning 7-4.

Read More

Mass Shootings in America


I’ve spent the weekend, and past day in particular, reflecting on the tragic shootings that have happened over the past week and a half in Gilroy, El Paso, and Dayton. My heart goes out to the families and friends who lost loved ones in these horrific acts of violence. For those who are leaving us, robbed of their chance to live, laugh, and love, my heart breaks at the injustice of your situation.

Read More

Who are Startup Founders? Profiling Backgrounds and Educations


While trawling through HackerNews on a recent afternoon, I stumbled upon an interesting dataset. Published by FirmAI on Kaggle, the data contained information on over five hundred startup founders, with nicely tagged and cleaned data detailing their past work and educational experiences. With the recent rise in “unicorn” startups elevating many of their founders and chief executives to near-mythic levels in the startup/venture capital world, I thought it might be fun to use this data to de-mystify who these founders really are!

Read More

Understanding NASA's Funding Limitations


With the 50th Anniversary of the Apollo 11 trip to the Moon in the books last week, I thought it might be fun to turn a bit of attention to NASA’s current affairs. If you haven’t heard, the President and Vice President have given the Agency a five year deadline to land a successful manned mission on the Moon - hoping to do so by the end of 2024 - coincident, I’m sure, with the end of a second Trump term in office.

Read More

State of the Crypto-verse, 2019 Edition


The Cryptocurrency Market has Grown Significantly in 2019 The market capitalization of the top-15 cryptocurrencies has grown significantly over the start of 2019, peaking at over $325 Billion and dipping to roughly $260 Billion in late July - still more than double January’s $120 Billion cap. Trading volume has also grown tremendously thus far in 2019, and is sitting right around $60 Billion per day. This concurrent increase in asset values and trading volume implies elevated interest in the variety of coins which make up the most popular cryptocurrencies, as well as increased liquidity in the trading markets for buyers and sellers of currencies.

Read More

A Semi-Scientific Study of American Cocktail Prices


Background A few days ago at work, I had a fun conversation with a coworker discussing the price of cocktails in LA and how the “standard price” of a cocktail varies from city to city. It’s been my belief for a long time that New York will always set the upper limit on how much people are prepared to spend on their drinks, and over time, that price point slowly trickles down to other markets.

Read More

Revisiting Historical Hitting Trends in Baseball


More than any other post I’ve written in recent memory, this post was inspired directly by a moment in today’s Nationals - Braves game (crushing, by the way). In the telecast, one of the commentators mentioned that batters are hitting fewer singles today than ever before. “Is that really true?” I wondered to myself on the couch… Luckily for me, baseball being baseball, there’s almost always an easy way to answer these kinds of questions, and next thing I knew, I was down a Baseball Reference rabbithole of historical hitting data.

Read More

Which MLB Players Are Most Similar?


One of my favorite aspects of baseball has always been its grounding in statistical reality - while every player has their own style, everybody is shooting for the same things: Hits, Runs, and RBIs. What I find particularly interesting is that there can be an enormous difference in what kinds of players achieve the same statistical milestones. Sure, Giancarlo Stanton hit 39 home runs last season - he’s a beast.

Read More