Visualizing the 100 Largest Cities in the U.S. (1840-2010)

In a previous post, I discussed how I like making visualizations for my classes using Google products. It’s a good exercise for me, and hopefully it leads to something useful in fall. My weekend project was this map of the 100 Largest Cities in the U.S. (1840-2010) using Google Charts’ GeoChart. It was largely based on this code. However, I had to make a number of changes to have it do what I wanted it to do. I also had to organize the data in way that was useful. The dots on the map mark cities that are amongst the top 100 urban centers in the United States in a census. The slider is a date filter that allows one to either move decade-by-decade to see the rise of cities in the Sunbelt, or see the persistence of a city in the top 100 depending on how you move the sliders.


The neat thing about the GeoChart API is that it rendered within the browser using SVG. While the GeoChart API will recognize place-names, it loads much faster if you use latitude/longitude coordinates instead of place-names. There are 269 cities in the map above, with data drawn from 18 census years.

This was meant to be a fun weekend project playing with the GeoChart API. I’ll probably play around with this a bit more, so that I can make use it in my urban sociology course in the fall.

Why I Study Cities

Splatter Compass

A version/part of this post was presented during the Second Annual Conference on Social Work in the Global Environment at Kutztown University on March 26, 2014. The presentation was entitled “The Global City as Level of Analysis: Connecting the Local and the Global.” As a globally oriented sociologist with concerns for social justice, I do not see social processes and movements as being just local or tied to specific nation-states. Rather, for me the local is always global, and the global is always local. This was the underlying premise of my presentation and this blog post on why I study cities.

Why am I interested in cities? As a product of SUNY Binghamton’s sociology program, I was trained in world-systems. World-systems is a multidisciplinary large-scale long-term approach that emerged in the 1970s and was a preceded the popularization of globalization studies. However, I was never particularly comfortable with the macro-level global approach of world-systems. Without going too much into my intellectual autobiography, my draw to cities is that it is a level of analysis that intersects the local and the global. Specifically, I wanted a more nuanced level of analysis than the nation-state.  Why is the nation-state a problem? Perhaps the best example is the problem of poor regions of “core” counties in comparison to urban centers in semi-peripheral and peripheral counties. While there are no doubt high levels of poverty in cities in the Global South, such cities have amenities that are indistinguishable from that of major cities in the developed world – amenities that poor regions of the core lack. Central business districts, university campuses, golf courses, gated communities, and other elite amenities. This makes urban areas, and in particular alpha or primate cities (the largest city in a region or country), different economically, politically and culturally (as well as environmentally) from the rest of the country. Cities and their relationship to the rest of the country, and in comparison to other nation-states become a useful tool in understanding the larger (global) problem of uneven development. After all, more than half the world’s population live in urban areas – which are very much the product of transnational economic activity and migration.

Of course, urban poverty in the developed and less developed world are not the same thing. However, I believe that urban comparisons are more comparable when using economic indicators like GDP and social indicators to discuss inequality between different places (than at the national level). Moreover, an examination of cities, allows us to discuss the way in which inequality reproduces itself through local as well as global processes. Cities, and more specifically global cities, are a manifestation of the world-economy (which includes the modern world-system) (Knox & Taylor, 1995). London, Tokyo and New York look the way that they do thanks to the way they are connected to other cities – through migration, trade and other forms of social, economic, and political exchange (Friedmann, 1986; Sassen, 2001). More significantly, we see that it’s not just cities in core countries that fit this description of “Global.” Kuala Lumpur, Istanbul, Mumbai, Johannesburg, and Rio de Janiero are all cities very much linked to international finance, multinational corporations, the transnational business class and immigrant communities.When we look at something like immigration, we see similar “pull” factors between cities, because these are nodal points of the world-economy.

At the same time, we can look at such cities with much more nuance than just products of globalization. We can look at individuals, local groups (such as immigrant communities), and “micro”-level social actors that are more than just products of macro level phenomenon (or a top down approach). Rather they are active agents in the shaping of their social worlds within the cities they live and operate in. This is key. In global cities, we can talk about their agency in trade, global social movements, and cultural production. Cities and their citizens are active within transnational networks, which means that they are active participants in the processes of globalization. The best example of this is remittances. It is estimated that over $500 billion are sent to home countries by immigrants. This money not only goes into consumer goods, but family businesses and construction projects that fundamentally shape urban landscapes around the world (Lopez, 2010). Immigrants and diasporic communities in shape cities as much as the cities shape and structure their lives. Cities, after all, are homes. Cities are work places. People have emotional connections to place, whether they love or hate where they live. I would argue that environment, social context, and location come together in very important ways that explain the reproduction of social structure (a very sociological concern). It is, after all, social structure that creates and reproduces inequality.

Many urban communities are global and the spaces they occupy are global. In global cities elite spaces – gated communities – are constructed alongside sites of oppression and poverty – the favelas, banlieu, township, ghetto. Both spaces are the product of migration, draconian public policy, the push of aggressive real estate developers, as well as environmental degradation. Not only are they sites of destruction and inequality, but they are sites in which social justice is fought for. The existence of both spaces, reveal the urban nature of local and global social justice struggles. French sociologist and theorist Henri Lefebvre (1996) used the term “right to the city” to refer to the human right and dignity people should have within the world’s most common “lived” space – the city.  David Harvey (2008, 2010. 2012) in his classic work Social Justice and the City and later works have argued that cities are sites of struggle. As such, there is no doubt in my mind that cities embody and contain many of the local and global struggles that people face.

Work Cited:

Reflections on Addis Ababa, Urbanization and Globalization

Splatter Compass

20140722_093946

I’m currently back in Addis Ababa after teaching in Gondar and visiting Bahir Dar. After spending about 2 weeks here in Ethiopia, here are some of my thoughts (or some brainstorming for future research) in my last 24 hrs here in Ethiopia.

When I first read Mike Davis’s Planet of Slums in graduate school in 2007, I noticed a table using United Nations data that suggested at 99.4% of Ethiopia’s urban population resided in “slums.” In comparison, neighboring Sudan had 85.7%. Another point of comparison for my friends who are reading this blog entry, Turkey had a 42.6% slum population. At the time, I couldn’t help but think that the percentage for Ethiopia made no sense, unless one is only using very Western definitions of urbanization and slums. Informal settlement would be a better term. This is why AbdouMaliq Simone in his introduction to Urban Africa discusses the importance of  local social practice and organization as the lens to use when examining cities in Africa. If one uses terms such as percent urbanized a great deal of nuance is overlooked. For example, according to the World Bank, Ethiopia’s urban population had only grown from 15% in 2000 to 18% (of ~91.7 million) in 2013. Addis Ababa represents about half that percentage. Similarly, according to the World Bank the percent of Ethiopia’s urban population in the same time period with improved sanitation only improved from 22% to 27%. In other words, there appears to not have been a great deal of “urbanization” or “development” is taking place given those numbers.

However, there have been dramatic urban transformations in recent years. For instance, Wendel Cox at New Geography has looked that the evolving urban form of Addis Ababa. There clearly is urbanization taking place. There are unavoidable new construction projects in many areas of the city, especially around Bole. Streets are torn up for Chinese backed transit projects such as a new boulevard in commemoration of the African Union’s 50th anniversary in 2013 and a massive (elevated) light rail project projected to open in 2015. The Chinese Communications Construction Company was given a 1.5 billion dollar contract for the light rail project. More recently a Turkish firm was given a major road construction contract. In other words, there’s a massive transformation going on that is re-shaping the city. It’s not uncommon to see “shacks” adjacent to new buildings. I’ve seen several vacated communities of shacks made of earth, corrugated steel, and other materials next to new development of multi-story concrete apartment buildings as one travels from Bole to the old Piazza area of Addis. 

There’s a very interesting story regarding globalization and urbanization here to be told (or will be unfolding), since outside of Bole, there isn’t a strong (Western) multinational corporation presence in the visual urban landscape. However, behind the scenes, in the periphery, factories by Chinese and Turkish firms are being built. Billboards for Arçelik appliances in English, or a Turkish restaurant with Ethiopian staff blasting American hip-hop, as well as authentic Chinese banquet hall style restaurants and shoe shine boys have greeting me in Mandarin reveal an amazing social-cultural tapestry (amidst the extreme inequality) as well as the dynamics of the so-called South-South economic expansion. 

Prepping for Fall 2014: Visualizing School Closures

Splatter Compass

compassIn my previous post, I mentioned that I spend a lot of time during the summer prepping for academic year. This fall requires extra work because I’m changing textbooks, and re-organizing a lot of material. I’m not doing this just to improve the content or my teaching, but I do this to “exercise” my other skills – things like playing with Google Fusion Tables, Photoshop, HTML, etc.

This fall I’ll be teaching urban sociology again and I’m currently updating material for the course. New on the syllabus for this year is Robert Sampson’s book on Great American City: Chicago and the Enduring Neighborhood Effect. Reading the book the past few weeks inspired me to think of examples to help students make comparisons/connections between Chicago and Philadelphia.

Perhaps the most obvious example is that were both hit bad with school closures in 2013 affected whole communities.

Chicago Philadelphia
School Closings 2013 47 23
Students Displaced 12,700 10,000
Layoffs 2,000 3,700
Charter Schools opened 15 9

The Chicago Tribune has an excellent map that illustrates some of social and economic dimensions of neighborhoods affected by the closures. Since, I’m very much in favor of visualizing data for my statistics-adverse students, I’ve decided to make my own map in Google Fusion Tables to help me with my lesson plan in the fall. I can always use Social Explorer, but it’s also useful and fun for me go through the effort of downloading U.S. Census data and making my own map.

The below is a color coded map of census tracts based on the percent of those with high school diplomas or higher based. The purple flags are where the schools closed in 2013 are located.

[Click for Map w/ Race & Income]

In particular, the consequences for school closures have dramatically affected communities of color. The Root reports that while African-American Students represent 58% of the students in Philadelphia, they made up 81% of the students affected by the closures. In Chicago, black students account for 43% of all students, but 87 of those affected. In this map, I’ve set it up so that you can toggle layers to look at race, income, and education attainment, so that you can see the connection between race and school closures. Setting up the toggle was fun it required playing around with JavaScript. For more simple layered maps, I use the Fusion Tables Layer Wizard. However, I wanted to create something that was more interactive that students could play around with. This required trying to find a color scheme for the maps so that when you toggle layers, they interact with one another in a way that is visually informative.

I’ll continue to work on this throughout the summer, but I wanted to blog on how summer “prep” work isn’t just revising lectures and reading. It can be an opportunity to develop other skills.

Globalization, Logistics and the Treadmill of Production in Metropolitan Waste Management

Splatter Trash Can

trashThis paper examines the growth of Logistics Service Providers (LSP) managing metropolitan solid waste (MSW), as well as, neoliberalism’s effect on the processes that allow for urban growth. The combination of global urban growth, the expansion of monopoly capitalism and domination of neoliberal policies throughout the world has resulted in MSW management to be increasingly outsourced to third party providers. However, these providers do not merely handle MSW. Rather, these private firms treat MSW as part of an integrated supply chain in which “waste” is a commodity handled by one of its many sectorial divisions. As such, MSW is not just a component of urban growth machines, but is part of an ever accelerating treadmill of production (Schnaiberg, 1980). The concept of the ‘treadmill of production,’ is a valuable tool for understanding the growing importance of logistics in this political and economic context. While, this paper will look at this process globally, I will pay special attention to the growth of LSPs in Turkey and their expansion into Pakistan. First, I will discuss the development of MSW in Turkey since the 1990s and its relationship to LSPs, and then I will discuss the role of Turkish firms in Pakistan.

Presented on March 21, 2014 at the Urban Affairs Association Annual Meeting in San Antonio, TX

Theorizing Natural Disaster, Capitalism and the Built Environment

This paper offers a theoretical approach to the relationship between of natural disaster and cities for a future project. As I have argued in past work, the local political-ecology of wildfire shapes the commodification process of land. Or more specifically, wildfire in the urban periphery or wildland-urban interface has a profound impact on the rent seeking behavior by local developers (Balaban & Fu 2014). Wildfire and other natural disasters, in other words play both a spatial and metabolic role in the commodification of space. In this presentation, I want to go further and argue that natural disaster functions as an urban “crisis” that allows for new forms of commodification within cities in the absence of a broader systemic crisis. As such, I look at a trialectical approach to natural disaster, capitalism and the built environment.

Presented on February 22 at the Eastern Sociological Society Annual Meeting in Baltimore, MD

Politics of Urban Development & Wildfires in California & Turkey

wildfire

While Turkey and California suffer from similar wildfire risk, they have developed diametrically opposed fire suppression strategies: the former adopted an increasingly centralized strategy, while the latter dwells upon a highly decentralized system. This paper is a comparative analysis that relates the politics of land use in wild-urban interfaces (WUIs) to this divergence in firefighting strategies. Our argument is that evolution of the divergent fire suppression strategies in California and Turkey are linked to two different types of rent-seeking behavior. Developers and landed interest seek for absolute rent in Turkey and differential rent in California.

The decentralized strategy in California allows for distinguishing the property prices between areas of low and high protection and commodifies safety as a form of investment regulating the market prices of land. In Turkey, the tendency toward centralization of firefighting is a part of the composite political strategy to open new land for development by completing the hitherto unfinished cadastral records of the WUIs. Thus, the centralized firefighting strategy indirectly leads to extensive commodification of the WUIs in Turkey and expands the national land market.

(2014) w/ Utku Balaban. “Politics of Urban Development and Wildfires in California and Turkey.” Environment & Planning A. Vol. 46. No 4. pp. 820-836 DOI: 10.1068/a46163

A Long-Historical Approach to Deindustrialization in Reading Pennsylvania: First-mover cities, environment, and Urban Restructuring

mining

In September of 2011, The New York Times reported that Reading, Pennsylvania had edged out Flint, Michigan as having the largest poverty rate amongst cities with over 65,000 residents. The article presents a fairly straightforward picture of a city that had fallen upon hard times, as job loss and lack of education allowed it to slip from the 32nd poorest city in 2000 to the poorest city in 2010 according to the U.S. Census (Tavernise 2011). This article is not surprising. In fact, stories depicting the struggles of America’s Rust Belt have been common since the 1980s. Downsizing, outsourcing and factory closures were (and still are) concepts that have framed popular political and economic discourse, as well as research on deindustrialization (Bluestone and Harrison 1982; Negrey and Zickel 1994). The article, however, like much of the literature on Rust Belt cities neglect a more long-term environmental component of urban decline. By environment, I am referring the built/physical aspect, as well as the natural/ecological dimension. Specifically, explanations for deindustrialization that emphasize aggressive corporate policies to maximize profit, or the outcome of globalization are missing 1) the role of natural resources and 2) the role of infrastructure in the built environment. This environmental dimension not only explains the shape of local decline, but helps us to understand the obstacles that affect renewal.

A version was presented at the Urban Affairs Association on Apr 6, 2013 in San Francisco, CA and the American Sociological Association Annual Meeting on August 13,2013 in New York, NY.

Glorified Fantasies and Masterpieces of Deception: Importing Las Vegas into the New South Africa

casino

With the end of apartheid, Johannesburg and other South African cities are now part of a new global race to ascend and to become ‘world-class’ tourist and business centers. At the center of this development is the importation of Vegas-style spectacle by local entrepreneurs, firms, and other city boosters who create fantasyscapes such as the Emperor’s Palace and GrandWest. Financed and run by South African impresarios – whose luxurious empires transcend the continent – these resorts represent not only the globalization of gaming but the way in which South African cities see themselves within the world-wide urban hierarchy. As such, this paper seeks to untangle the global and local aspects of importing fantasy into the ‘New South Africa’.

(2014) w/ Martin J. Murray. “Glorified Fantasies and Masterpieces of Deception: Importing Las Vegas into the New South Africa.” International Journal of Urban and Regional Research. Vol. 38. No 3. pp. 843-863 DOI: 10.1111/1468-2427.12006

The Façade of Safety in California’s Shelter-In-Place Homes: History, Wildfire and Social Consequence

wildfireThis article examines the seemingly incongruous ways in which Shelter-in-Place (SIP) practices have been sold, deployed and discussed in Southern California to battle wildfire. In particular, this will be a critique of the technical literature and application of fire safety in housing, as well as the anthropocentric hubris that humans can outsmart wildfire. Rather than focus on the success or failure of SIP, I am situating the SIP within the context of architecture, the history of fire safety, and the push of neoliberalism. The purpose of this approach is to make SIP and fire safe home design less about technology and know-how, and more about broader social issues such as privatization and social inequality.

(2013) “The Façade of Safety in California’s Shelter-In-Place Homes: History, Wildfire and Social Consequence.” Critical Sociology. Vol. 39. No 6. pp. 833-849. DOI: 10.1177/0896920512455936