The Washington Nationals Crank Up the Power to Start the 2025 Season


Finally! The Washington Nationals seem to have realized that the game of baseball is a heckuva lot easier when you’re able to knock the ball out of the park!

After years of kvetching, I can’t say how pleased I am with this development, and the thought of how much better our offense might be this season… next to the Chicago White Sox isn’t where you want to be on any lists of team batting statistics, as we were in 2024:

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Un-breaking my Planes Overhead App for Tidbyt: Using my New Serverless Backend


About six weeks ago, my Planes Overhead app for the Tidbyt smart display died.

This death wasn’t exactly a surprise - the founder of DHub.io, the backend service I was using which ceased operations, had reached out to give me a heads up - but it did mean that I would need to do some unplanned engineering work to get the app up and running.

I did the bulk of that work last week and tried to document my elegant (if I’m allowed to brag a little, it really is) serverless solution in a blog post.

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Building a New REST Backend for My Aircraft Database, Replacing DBHub.io with a DynamoDB, Lambda, and API Gateway Solution


Last year I wrote a blog post outlining my use of DBHub.io as a serverless backend for typecode lookups in my Planes Overhead app. Unfortunately, DBHub.io ceased operations at the end of February, putting me back in the market for a new solution!

The Need

As a reminder, my Tidbyt app uses the OpenSky API to obtain the closest plane overhead and populate the display. The typecode detail on the middle-left was a late addition that leverages the unique icao24 identifier for a given plane, which is checked against a flat-file database to fetch the relevant aircraft model.

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Building a Live Aircraft Tracker with a Raspberry Pi and the PiAware Toolkit


It should come as no surprise to regular readers of this blog that I frequently have planes on the brain

Recently, this obsession interest led me towards building a small ADS-B ground station in my house! It’s got a dinky little antenna, so it can’t really pick up planes too far away, but it works great within the reaches of LA County and provides a pretty incredible live view of all of the traffic overhead.

The setup is almost dead simple if you choose to deploy the FlightAware PiAware solution - one just needs to snap together a Raspberry Pi, connect a 1090 MHz antenna to a receiver dongle/antenna filter, and flash a Micro SD card with their software.

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Exploring MLB Payroll Data and Uncovering the Huge Drop in Washington Nationals Spending


With Spring Training well underway in Florida and Arizona, I’ve started doing a little reading and research in anticipation of Opening Day - set to be March 18th for the Dodgers and Cubs in Tokyo, and March 27th for rest of the league.

One of the biggest topics of conversation this offseason for the Washington Nationals was whether or not they would be active on the high-end free agent market, potentially signing a few veterans to augment their promising young core. While they did make a key trade to address a clear area of weakness at first base, acquiring Nathaniel Lowe from the Texas Rangers, they didn’t sign any marquee free agents to bolster their roster or rotation, much like the 2024 offseason, 2023 offseason, 2022 offseason, and 2021 offseason.

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What do NFL Players Really Think About Their Teams? Visualizing NFLPA Team Report Cards for the 2024-2025 Season


Yesterday the NFL Players Association (NFLPA) released their latest set of Team Report cards, following the 2024 release and 2023’s inaugural data. These report cards include grades by 1,695 players, scoring their own teams on a variety of player experience dimensions from A+ to F-:

  • Treatment of Families
  • Food/Cafeteria
  • Nutritionist/Dietician
  • Locker Room
  • Training Room
  • Training Staff
  • Weight Room
  • Strength Coaches
  • Team Travel
  • Head Coach
  • Ownership

As I’ve done the last two seasons, I spent a bit of time this evening sprucing the data up into a few easy-to-read visuals!

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Visualizing NBA Team Revenue and Valuation Data (2024)


A few days ago, CNBC released their latest valuations of NBA franchises. The data shows the Golden State Warriors with a nearly $2B lead on the Knicks as the most valuable franchise, and biggest revenue earner in the 2023-2024 season.

The Warriors’ move to the Chase Center and San Francisco has clearly earned huge financial dividends, though I can’t help but feel that their departure from Oakland has cost them something spiritually - trading away that blue-collar soul which made Oracle Arena so electric in exchange for more luxury boxes…

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Home Insurance Non-Renewals in Pacific Palisades and Across the US


On December 18th, the Senate Budget Committee dropped a doozy of a blog post, titled “New Data Reveal Climate Change-Driven Insurance Crisis is Spreading”.

They didn’t bury the lede at all, getting right to their conclusion that “climate change is increasing insurance non-renewals around the country” and that “the failure to deal with climate change is also affecting whether families can even get homeowners insurance”.

How I Found This Data

I wish I could say that I stumbled upon this post and the accompanying data as part of a research project. Unfortunately, that is not the case - I was turned onto this data in the aftermath of the enormous Palisades fire, which burned about 3 miles north of my house.

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Visualizing NFL Kicker Accuracy Trends (1999-2024)


Yesterday I wrote a quick blog post discussing how the distribution of field goal attempts by distance has shifted quite a bit over the last twenty five years: teams are attempting fewer short field goals and more long field goals.

In this post, I’ll look to round out my analysis, focusing not on attempts, but the actual make rate of kicks by distance, and how that has evolved over time.

Visualizations

What we find when we slice the data by time is that kickers have NFL kickers have become more accurate at every level of accuracy since 1999. We find that kickers in 2024 are:

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Using Ridgeline Plots to Visualize the NFL's Shift Towards Longer Field Goal Attempts


A major storyline this NFL season has been the unprecedented success of kickers on extra-long field goals. In this post, we’ll look at how the kicks being attempted have skewed longer and longer over time - I plan to fast-follow this post with another focusing on how field goal make rate has also evolved through the years!

What’s Going On

It should stand as no surprise to NFL fans that two big trends have emerged in the kicking game:

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