Posts Tagged ‘ridiculous data collection’

US States vs Capitals: Median Household Income

Posted in America on March 10th, 2016 by Nathan – Be the first to comment

The other day I took a train from NYC to Philadelphia. As I passed through the somewhat desolate station in Trenton, NJ, I wondered to myself: How do states' capitals' median household incomes compare to the states themselves? What states are "richer" or "poorer" than their capital cities?

With the help of data from the US Census FactFinder, I put together this map to answer the question. At one end of the scale is Hartford, CT, whose $29313 median household income is only 41.9% of the state's median household income of $69899. At the opposite end is Juneau, AK, whose $84750 MHI is 118% of the state's $71829.

Median Household Incomes of US Capitals versus their States

Only seventeen states have a median household income above that of the state, whereas the remaining 33 capitals lag behind the state's median. On average, state capital MHIs are 90% of their states. And finally, Washington DC, not included in this map, has a $69235 MHI, 129.5% of the overall United States MHI of $53482.

I don't know if there's any conclusions to draw from this. Since this has to do with capital city limits only, there's a possibility that suburbs could influence the findings immensely. (I've been to West Hartford, CT, for example, and found it to be very nice. But it's not the capital of the state, only a directly neighboring city.) Similarly, should there even be a conclusion to be drawn? Austin is a college town with a lot of technology, so it finds itself slightly better off than Texas as a whole. Albany is a Rust Belt city whose industries have been mostly left behind by the changing economy, so perhaps in the past it would have beaten NY as a whole, but today doesn't hold up. In any case, if there's one thing I enjoy, it's answering interesting data-based questions. Raw data below:

US Capitals Median Income Raw Data

The Wonderful World of Stadium Naming Rights!

Posted in Sports and Games on February 13th, 2015 by Nathan – 1 Comment

When I was a kid, the Astros and Oilers played in the Astrodome, and the Rockets and Aeros played in the Summit. Today, the Oilers are no more, the Aeros are no more, the Astros play in Minute Maid Park, the Rockets play in the Toyota Center, and the Texans play in NRG Stadium.

In between my childhood and now, Houston has been graced by even more names: the Astros went from the Astrodome to the Ballpark at Union Station to Enron Field to MMP. (Those last three being the same location.) The Rockets and Aeros went from the Summit to the Compaq Center to the Toyota center. (Those first two being the same location.) And the Texans began life at Reliant Stadium before NRG Stadium. (Yes, those are also the same location.)

Naming rights are fascinating to me when I consider this: as a child, every stadium I knew was unnamed, an advertisement for sports only, yet today, I see cars, juice, and electricity. And in traveling, I find that there's fewer and fewer unnamed sports complexes. My uncle once took me to see games at both Cowboys Stadium and the Ballpark at Arlington, but those are now gone, and their teams instead play at AT&T Stadium and Globe Life Park in Arlington. Even while in college, I watched as Shea Stadium was replaced by Citi Field. The unnamed building is rapidly becoming a thing of the past.

Given this, I decided to do some simple research to answer some questions. What industries are most prevalent in naming rights? Does that differ by sport? What stadiums/arenas/ballparks still don't have paid naming rights and what are they named for? Etc. Here's what I've found:

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Links to full size images: MLB, NBA, NFL, NHL, Overall. And the data I used (excel format).

  • Outside of the MLB, there's very few places that haven't sold naming rights. Fully one-third of MLB ballparks have avoided doing so, but the other three sports combine to produce the same number (ten: two in the NBA, six in the NFL, and three in the NHL).
  • Financial institutions hold the most naming rights (twenty-one overall), followed closely by Tech/Communications (fourteen), Insurance (eleven), and Retail/Consumer Goods (eleven).
  • There are two Casinos, one in the NBA and one in the NHL, that have naming rights, yet sports gambling is illegal in most of the country.
  • There's something called a Scotiabank Saddledome.
  • When the Dallas Mavericks played the Miami Heat in the 2011 Finals, American Airlines won. Both teams play at AA-branded arenas.
  • Of the twenty venues without naming rights, six are named for a team owner, six are named for the team itself, three for a place, three as a memorial, and two just as a pleasant flourish (The Palace of Auburn Hills and Arrowhead Stadium, where the Kansas City Chiefs play).
  • There are some interesting choices in the non-Finance/Retail/Insurance sectors. For example, four NBA stadiums/NHL arenas have airline naming rights, yet there are no airlines in any other sport. Similarly, the MLB has five Food/Beverage ballparks (Coors, Minute Maid, Miller, Busch, Tropicana), whereas the other sports combine for three (NBA: Pepsi, NBA/NHL: Smoothie King; NFL: Heinz).
  • And finally, in case you were unsure just how much of a scam for-profit colleges are, in 2006, University of Phoenix (which, it should be noted, has a higher student-loan-default rate than graduation rate) paid $154.5 million for twenty years of naming rights for the Arizona Cardinals' stadium.