Friday, August 24, 2012

Mexican Border

I recently read a review of Robert Kaplan's book "The Revenge of Geography" wherein he writes about how geography shapes society. One part of interest to me, but won't expand on in this post is the importance of Ukraine to Russia in whether or not Russia takes a more European or Asian orientation. What I want to talk about here is actually a quote from another book about the Mexican border. The reviewer critiques Kaplan on his views about the Mexican border and quotes another author, George Friedman who wrote "[Mexico's] real, social border will be hundreds of miles north of the legal border.” I thought this was an interesting concept. In terms of geography, the Mexican border is pretty poorly defined and was established at a time when the region was sparsely populated. So here lies a poorly defined border seperating two countries with a massive income gap. This of course leads to massive immigration. Because of the level of immigration and the proximity of Mexico, Mexicans are not being assimilated in the same way immigrants in the past were. They have such a large presence that they are about to maintain their culture and language and current technology allows them to communicate and visit with family in Mexico regularly, so they are never alienated from their history. This means that the Southwest is increasingly looking like its southern neighbors, so while the Mexican border may be south of Texas, Mexican society extends farther north.

In looking at this issue, I wanted to know just how far north Hispanic culture extends today. To do this, I looked at Census data on the Hispanic population just north of the Mexican border. I then used this data to map out a region of the US where the population is 50% Hispanic.

There are counties north of this region which are over 50% Hispanic, but I wanted to create as clean a border as possible without exclaves. Likewise, the region includes counties with very low Hispanic populations, but were surrounded by counties with high Hispanic populations. I left one American exclave though, San Diego and Orange County, because it has a large population, but a relative small Hispanic population.

Overall, this region represents 36 million people, 18 million of whom are Hispanic. New Mexico is clearly the most Hispanic state, although it is sparsely populated so the majority of this region lives in California. Over a quarter of the population is in Los Angeles County alone.

What is striking about this region is how uneven it is. It extends as far north as the Bay Area in California and parts of Colorado and Kansas, but only incorporates the border counties of Arizona and just barely reaches Austin and Houston. Arizona has a relatively low Hispanic population despite being flanked by large Hispanic populations in California and New Mexico. The Hispanic population isn't moving uniformly northward but is following its own patterns, possibly adhering to more sensible boundaries than the arbitrary ones currently in place.

Friday, August 17, 2012

Majority-Minority 2011

It's been awhile since I've looked at figures for the majority-minority states. In my last post on the subject, new data from the 2010 census revealed that minority populations had been under counted, and that the estimated year for when most states would become majority-minority states moved forward considerably. Well, I finally got around to including 2011 in my estimates. Not much has changed from 2010, the next ten states likely to become majority-minority states, remain the same, although the years change a little.

Nevada - 2014
Maryland - 2017
Georgia - 2019
Florida - 2022
New Jersey - 2025
Arizona - 2025
New York - 2029
Louisiana - 2030 (est. excludes 2005)
Mississippi - 2030
Delaware - 2031

Only three states, Hawaii, Massachusetts, and Rhode Island, showed a proportional increase in the white population between 2010 and 2011, but in Massachusetts and Rhode Island, it wasn't large enough to reverse the trend, and in Hawaii, the white population is already so small, there is no significant trend. DC is the only region that clearly shows a reversal as the city becomes more gentrified. According to current trends, DC will be majority white by 2029. However, I'm skeptical this trend will continue as the pace of change decreased greatly between 2010 and 2011.

Saturday, July 14, 2012

Divergent Staaten

While on the subject of economic convergence and divergence, I thought it would be interesting to look at Germany. Since reunification, Germany has been marked by the stark economic differences between eastern and western Germany. During their time as separate states, West Germany greatly out paced East Germany in economic growth.

Since reunification though, the German government has poured tons of resources into the eastern Staaten, hoping to bring about a convergence. So far success has been limited. At first, they thought they could pay for reunification through the privatization of East German factories, but they turned out to be in such bad shape they were essentially given away. When replacing the East German currency, the government gave a highly favorable exchange rate, in an effort to increase wealth. However, this ended up inflating labor costs, which led to persistent unemployment. A massive investment in construction proved fruitless as the population continued to decline, leaving many disused buildings.

However, the government learned much from these early efforts, and with the recent growth of the Germany economy, one would hope that some convergence has occurred. Unfortunately, I can't find an comparison of incomes over a long enough period of years to determine if there has been a convergence in that area. An article from Spiegel says that in 20 years, household incomes in the east went from 35% to 53% of that in the west.
I have more complete data on unemployment though.
Instead of there being a more immediate convergence, there was a divergence in unemployment rates up until 2001, and the unemployment rate didn't peak until 2005. However, since then, the drop in unemployment in the east has outpaced the west.

Another chart I find interesting is comparing the number of unemployed people for each job vacancy.

After a massive spike in 2004, the number of job vacancies in eastern Germany greatly increased. So it appears, at least in terms of employment figures, eastern Germany didn't begin to converge with the west until around 2005, when Germany's economy started to improve.

While doing this research, I found one interesting article that now I can't find, wherein it concluded that attempts to compare the economies of the west and the east were flawed as the east is more rural. While the largest city in Germany, by far, is Berlin, all other cities in the top 10 are in western Germany. When compared to just rural areas in the west, the level of convergence is much higher. It's just that recent economic growth in Germany has mostly taken place in the cities, which the east is lacking.

Saturday, July 07, 2012

Divergent States

The different rates of economic growth is a rather common topic when comparing countries. There is always a question of whether growth leads to convergence, assuming growth has decreasing marginal returns, or to divergence, assuming growth acts as a feedback loop. Of course, given the number of variables involved, there are plenty of examples to support either claim. While many Asian countries are approaching the levels of wealth seen in Western countries, there are many African countries that have been left behind.

Focusing on just divergence, one reason it occurs is because countries are sovereign. Just because one country has a growing economy, doesn't mean that another randomly selected country will have one. It takes a certain level of exchange between the two countries to forestall divergence. For example, since the introduction of NAFTA, economic growth in the US and Mexico has been almost the same every year. This is of course a situation where there is neither divergence nor convergence. Arguably though, there is a positive relationship between integration and economic convergence.

One reason to believe this is true is to look at regions within a country. It appears to be very rare that two regions within a country have divergent growth rates, at least not in the long-run. China is currently experiencing divergent internal growth rates between the coastal regions and the interior (per capita GDP in the wealthiest province is 5 times greater than in the poorest). China is actively trying to fix this problem, but other countries have mechanisms in place that also address this problem, although more passively, such as the free movement of capital and labor. For example, when a region becomes poorer than its neighbors, property and labor will be cheaper which entices businesses to move there.

What I am curious about though is how effective these mechanisms are. It's actually kind of a marvel that given how big the US is, that most people can expect the same standard of living in every state. There are pockets of wealth and poverty, but those are scattered throughout the US, not concentrated in certain areas.

I wanted a long term look at how GSP per capita in each state grew relative to the US GDP per capita. Unfortunately, there was a change how GSP is measured in 1997, so older data will not much up. Regardless, there have been some interesting movement since 1997.

The most basic way to look at divergence is to find the standard deviation of GSP per capita between states. In 1997, the average state had a GSP per capita of $35350 with an standard deviation of $6943. In 2011, the average state had a GSP per capita of $41446 with an standard deviation of $8109. While the standard deviation increased, so did the average, and relative to the average, nothing has changed as in both 1997 and 2011, one standard deviation was 20% of the average. However, in the years available, 1997 and 2011 are both high points. In 2003, one standard deviation was 17.5% of the average. So since 2003 there seems to have been a divergence, but a glacial one.

Looking at a more individual level, in 1997 the wealthiest state, Alaska, had a GSP 2.4 times greater than the poorest state, Idaho. In 2011 the wealthiest state, Delaware, had a GSP 2.2 times greater than the poorest state, Mississippi. So not only has the gap between the wealthiest and the poorest decreased, but the states holding the top and bottom positions has changed. This indicates that no state is soaring ahead or falling behind.

That said, there is a huge difference in growth rates from 1997 to 2011. During that time period, GDP per capita in the US increased by 14%. At the low end, Michigan's GSP per capita declined by -2%. At the high end, North Dakota's GSP per capita increased by 41%. However, despite such different growth rates, neither state have a GSP per capita much different from the rest of the country. All it really changed was their relative position. North Dakota has intriguing gone from being nearly one standard deviation below the average to nearly one standard deviation above the average.

Another interesting finding is that the current 3 wealthiest states all had below average growth. Which indicates there is some convergence happening at the top. However, there is some indication the poorest states are not converging with the average. Mississippi, the current poorest state, had only 9% growth, while South Carolina, the 3rd poorest state, had only 1% growth. While there's no indication that this trend will continue, it is still a worrying position to be in. It will be interesting to see when this divergence reverses itself.

Wednesday, June 20, 2012

New Top Computer

Top 500

Despite my prediction that K Computer would remind in the top spot for a long time, it has already been over taken by Sequoia, a computer that can calculate 16 PetaFLOPS. Not only that, after two rather lackluster updates, the Top 500 this time around saw a massive change. Overall, the total FLOPS calculated by the entire top 500 increased by 67%, the second highest increase ever, just behind June 2008's 68% increase.

Most of the change took place in the top 10, with 6 new computers. Compare that to November 2011's list which saw the exact same top 10 with just K Computer getting an upgrade. Overall, the top 10 increased it's total FLOPS by 113%. However movement at the bottom was rather low. Despite 170 new computers on the list, the total FLOPS of the bottom 10 only increased by 20%.

Friday, May 04, 2012

Eurovision 2012

Eurovision is coming up! Here is the vital information:

Semi-Final 1: May 22nd
Semi-Final 2: May 24th
Final: May 26th

All Shows start at 21:00 CET. That's 22:00 in Ukraine and 3:00pm EST.

It can be watched anywhere online at Eurovision.tv

Ironically, because of the late start of the shows in Ukraine, and the fact that my host family doesn't have a TV, I may have to miss the live show. But that doesn't mean you should (although, most of the acts in the second semi-final, so you can skip that).

This year's contest is taking place in Azerbaijan. Due to security concerns, Armenia decided to not compete, but that still leaves 42 countries in the contest. Poland also decided to drop out this year. However, Montenegro has returned.

In previous years, I made a top ten list of songs that I found amusing for some reason. This is year, there are few gimmicks and joke songs, but there are a bunch of songs I actually enjoy. I don't know if this means Eurovision is getting better or if my taste in music is getting worse. I'll let you decide. Here are the 12 best and/or most entertaining entries for 2012.

12. Finland- Nothing amazing, I just like Swedish
11. Israel- Not something I expected from Israel, but I appreciate it
10. Austria- Quit Eurovision because they never win, and when they finally return, they do this
9. Italy- Sticking with a jazz influence
8. United Kingdom- Engelbert Humperdinck is still alive?
7. Ireland- Still traumatized from winning Eurovision 3 years in a row back in the 90's, Ireland resubmits Jedward
6. Sweden- Did she kill that man?
5. France- Experimenting with English again, but only for the chorus
4. Iceland- How has Iceland never won?
3. Russia- This is just adorable
2. Montenegro- Exactly what I expected from someone called Rambo Amadeus
1. Ukraine- The fact that this is number one has nothing to do with the fact that I want Ukraine to host Eurovision next year

Monday, April 30, 2012

Ice Breaking Update

A couple of months ago, I posted about the Nenana Ice Classic. This is a contest to predict when the ice on the Tanana River in Alaska will break. I made the prediction that it would take place on May 2nd at 2:11pm. I was pretty far off. The actual time was April 23rd at 7:39pm, one of the earliest dates in their records. Better luck next time.