Presenting big data about Chicago

The Chicago Architecture Foundation has a new exhibit highlighting the use of big data in Chicago:

Architects, planners, engineers and citizens, it contends, are increasingly using massive amounts of data to analyze urban issues and shape innovative designs…

But data, the show argues, is useful as well as ubiquitous. We see some classically gritty Chicago stuff to back this up, though it’s not quite powerful or precise enough to be fully persuasive…

More convincing are the show’s examples of “digital visualization,” which is geekspeak for using digital technology to present and analyze urban planning data.

Take a monumental, crowd-pleasing map of Chicago, 15 feet high and 30 feet wide, which presents the footprints of thousands of buildings, even individual houses, and color-codes them by the era in which they were built. We see the impact of the city’s three great building booms, from Chicago’s earliest days to 1899, from 1900 to 1945, and from 1946 to 1979. The recent surges that filled downtown with new skyscrapers look puny by comparison.

Also worth seeing: Video monitors which display data for Divvy, the city’s bike-sharing program. They offer neat tidbits: Divvy’s most popular station, for example, is at Millennium Park.

Sounds interesting. Big cities are complex social entities who could benefit from large-scale and real-time data collection and analysis. Of course, as Kamin notes at the end, there still is a human side to cities that cannot be ignored but getting a handle through data on what is happening could go a long way.

Another dimension to this is how to best present big data. While the online presentation of maps has grown popular, how can this be done best in person? I look forward to seeing this exhibit in person as I already like what the Chicago Architecture Foundation has done with this space. Here is part of the gallery a few years ago:

CAFChicagoAug11This is a great free place to learn more about Chicago and then choose among the cool offerings in the gift shop or sign up for one of the architecture tours that cover all different aspects of Chicago.

Chicago stars in the new video game Watch Dogs

Curbed Chicago looks at how the city is portrayed in the new game Watch Dogs:

Chicago is finally getting a starring role in a new video game. New York, LA and Miami have all made cameos in the popular Grand Theft Auto series, but a new game called Watch Dogs will take place in an Orwellian version of Chicago. Although the scale and placement of buildings is not completely accurate, the graphics are quite surprising and this semi-fictional city depicted in the game definitely looks like our fair city. Some of the Chicago icons spotted in this promo video include famous buildings like the Willis Tower, the Trump Tower, the John Hancock Center, the Aqua Tower, and Marina City.

The pictures look pretty accurate.

So why doesn’t Chicago get more video game love? Do other American cities have glitzier and more worldly facades that are well-suited to garish video game scenes or dystopian scenes? Maybe all that Midwestern charm, winter weather, and gleaming International style architecture simply isn’t entertaining enough. Chicago may be the #7 global city but not necessarily for video game purposes.

Why is Chicago building a new roadway between the Loop and Chinatown?

The Chicago Tribune presented this headline yesterday: “Mayor proposes new roadway between downtown, Chinatown.” When I first saw this, I thought this might be something along the lines of the Crosstown Expressway, a major new arterial roadway connecting two areas. However, the article seems to emphasize the importance of safety:

The $62 million project, called the Wells-Wentworth Connector, would also realign Wentworth Avenue between Archer and Cermak roads to bring this section of Wentworth in line with the portion of Wentworth south of Cermak, according to the Chicago Department of Transportation.

The Wentworth-Cermak intersection, which jogs in an offset alignment, contributes to a high number of crashes, according to a city analysis…

In Chinatown, the southern end of the new arterial road would offer access to the Dan Ryan Expressway, according to the city’s Central Area Action Plan, a list of proposals and specific projects, along with their construction timetables and estimated costs…

The city has slowly been planning improvements for more than a decade to boost safety and reduce traffic congestion in the area, especially among vehicles exiting the Ryan ramps at Cermak. In April 2008, a semitrailer truck that had just exited the Ryan barreled through a crowded intersection and slammed into the Cermak-Chinatown station, killing two people and injuring 21.

Improving a dangerous intersection, particularly in a higher-pedestrian area, would be helpful. It sounds like Wells and Wentworth could be connected between Roosevelt and 18th Street, providing another north-south route. Yet, the city’s explanation of the rationales for this change hint at another important factor:

1. Improved safety for vehicles, pedestrians and bicyclists. Within a wide study area, the offset intersection at Wentworth and Cermak had the highest number of crashes of any other intersection. In comparison, the number was almost double the number of crashes occuring at the intersection of the Dan Ryan off-ramps with Cermak. The realignment of Wentworth at Cermak is required to facilitate safer connections for all modes of traffic.

2. Construction of a new north-south collector street (Wells Wentworth) . This will allow for improved traffic flow throughout both TIF Redevelopment Areas by creating a coordinated series of intersections, as well as provide or improve pedestrian connectivity within the two project areas and to nearby destinations such as the new Ping Tom Park Fieldhouse, the proposed new Chinatown Library, the existing commercial areas, and transit stops.

3. Significant redevelopment opportunities. Improved connectivity between the Loop, the two TIF Redevelopment Areas, and the surrounding communities will promote the redevelopment of vacant land and expand economic development opportunites.

So the real reason may not be safety or providing another north-south thoroughfare to help relieve traffic. The primary reason, as it often is with urban changes, is development which means money and profits. Safety is good but safety plus new developments that bring in new money are even better. There is money to be made with a new street.

Chicago again named #7 global city

Curbed Chicago highlights the 2014 A.T. Kearney rankings which again have Chicago at #7 in its Global Cities Index:

A.T.%20Kearney%20Global%20Cities%20Index.png

Chicago has recently been named the 7th most globally integrated city in the world according to management consulting firm A.T. Kearney’s latest Global Cities Index. Five North American cities made the list, including New York (1), Los Angeles (6), Washington (10) and Toronto (13).

As the article notes, Chicago has been roughly in the same position for a number of years. But, I’m not sure I agree with this:

It appears that Chicago has played it safe, maintaining a solid position over the last few years, and not making any major changes in position.

What is the evidence for this? Perhaps the important question to ask is how much a city might realistically be able to move up or down the rankings within a year or a few years. Major changes that would heavily impact the five criteria happen infrequently, some change takes quite a bit of time, and the other cities are doing things as well even as things are happening in Chicago. Also, we might ask whether it is valuable for a big city to chase such rankings versus do the things that are best for the city and its citizens.

Lawsuit again Chicago halfway houses may clarify rules on how they can operate

A new lawsuit from Chicago residents against several halfway houses on the north side may help clarify how such facilities can locate in residential neighborhoods:

Both lawsuits highlight tensions often exposed in neighborhoods when treatment and recovery facilities seek to move in. Doing so can be difficult, treatment experts say, when established neighborhoods often don’t want them there.

But the case could also break new ground in Illinois, the plaintiffs’ attorneys say, raising legal questions about how the federal Fair Housing Act protects substance abusers in a group home, whether such residents qualify as disabled and if the law affects the city’s regulatory authority…

“They’re not saying, ‘Judge, evict these people,'” attorney Michael Franz said of the neighbors’ complaints. “They’re saying, ‘Judge, please make them follow the procedures that any other business would have to follow in the city of Chicago on zoning variances.'”…

“Studies have shown that when you put a group of recovering addicts and alcoholics in good, single-family homes in good, single-family neighborhoods, the recovery process is enhanced and the residents receive a benefit,” Polin said. “Part of the reason is they’re not living in drug-infested neighborhoods, they’re living in good neighborhoods.”

Sounds like an interesting set of cases: homes for the disabled versus the ability of a community to set zoning laws to limit what can be located within a residential area. The typical homeowner would not want to live next door to such a home and yet it can be difficult for organizations to find suitable and welcoming locations. Halfway houses for substance abusers aren’t the only ones who draw objections: homes for ex-convicts, churches, and businesses can similarly draw the ire of residents who don’t want the character of the neighborhood nor their financial investments possibly disturbed. But, should all such facilities be located in areas beyond residential zoning?

Analysis of the non-fatal gunshot social network in Chicago

Sociologist Andrew Papachristos has a recent paper looking at the social networks involved in non-fatal gunshots in Chicago:

Papachristos constructs a social network—not a virtual one in the Facebook sense, but a real one of social connections between people—by looking at arrestees who have been arrested together. That turns out to be a lot of people in raw numbers, almost 170,000 people with a “co-offending tie” to one another, with an average age of 25.7 years, 78.6 percent male and 69.5 percent black. It’s also a large percentage of all the individuals arrested: 40 percent of all the individuals arrested during that period.Within the entire group, the largest component of that whole co-offender group has 107,740 people.

Within the timeframe—from 2006 to 2010—70 percent of all shootings in Chicago, or about 7,500 out of over 10,000, are contained within all the co-offending networks. And 89 percent of those shootings are within the largest component.

Or, to put another way: the rate of gunshot victimization (nonfatal + fatal) in Chicago is 62.1 per 100k. Within a co-offending network, it’s 740.5—more than 10 times higher.

This sounds very similar to his research on murders: being part of a particular social network dramatically increases the risk of being part of a shooting. One implication is gun crime in Chicago isn’t simply about being in a disadvantaged neighborhood or in the wrong place at the wrong time; it is about how you are tied to other people.

The article goes on to an interesting interview where Papachristos talks about data issues (collecting the right data, being able to put it into network form) and translating findings such as these into policy choices.

Chicago crime stats: beware the “official” data in recent years

Chicago has a fascinating look at some interesting choices made about how to classify homicides in Chicago – with the goal of trying to reduce the murder count.

For the case of Tiara Groves is not an isolated one. Chicago conducted a 12-month examination of the Chicago Police Department’s crime statistics going back several years, poring through public and internal police records and interviewing crime victims, criminologists, and police sources of various ranks. We identified 10 people, including Groves, who were beaten, burned, suffocated, or shot to death in 2013 and whose cases were reclassified as death investigations, downgraded to more minor crimes, or even closed as noncriminal incidents—all for illogical or, at best, unclear reasons…

Many officers of different ranks and from different parts of the city recounted instances in which they were asked or pressured by their superiors to reclassify their incident reports or in which their reports were changed by some invisible hand. One detective refers to the “magic ink”: the power to make a case disappear. Says another: “The rank and file don’t agree with what’s going on. The powers that be are making the changes.”

Granted, a few dozen crimes constitute a tiny percentage of the more than 300,000 reported in Chicago last year. But sources describe a practice that has become widespread at the same time that top police brass have become fixated on demonstrating improvement in Chicago’s woeful crime statistics.

And has there ever been improvement. Aside from homicides, which soared in 2012, the drop in crime since Police Superintendent Garry McCarthy arrived in May 2011 is unprecedented—and, some of his detractors say, unbelievable. Crime hasn’t just fallen, it has freefallen: across the city and across all major categories.

Two quick thoughts:

1. “Official” statistics are often taken for granted and it is assumed that they measure what they say they measure. This is not necessarily the case. All statistics have to be operationalized, taken from a more conceptual form into something that can be measured. Murder seems fairly clear-cut but as the article notes, there is room for different people to classify things differently.

2. Fiddling with the statistics is not right but, at the same time, we should consider the circumstances within which this takes place. Why exactly does the murder count – the number itself – matter so much? Are we more concerned about the numbers or the people and communities involved? How happy should we be that the number of murders was once over 500 and now is closer to 400? Numerous parties mentioned in this article want to see progress: aldermen, the mayor, the police chief, the media, the general public. Is progress simply reducing the crime rate or rebuilding neighborhoods? In other words, we might consider whether the absence of major crimes is the best end goal here.

“Why Did Chicago’s Middle Class Disappear?”

Whet Moser explains the GIF of Chicago’s disappearing middle-class through the work of sociologist Lincoln Quillian:

What’s most striking about Hertz’s map is the transition from 1970 onwards; when the map begins, the lowest-income census tracts are extremely concentrated. Then, as if a switch was flipped, they radiate out from the city center by 1980. (It almost looks like watching Conway’s Game of Life.) The change in those 20 years is immense. And Quillian gives a clue as to why, laying the groundwork for what was happening before Hertz’s analysis begins (emphasis mine):

Modern poor urban neighborhoods, formed after 1970 or so, thus stand in sharp demographic
contrast to poor and minority neighborhoods earlier in the century. Accounts of racial succession of neighborhoods in the 1950s indicate that neighborhoods undergoing racial transition tended to increase in population density, especially in passing through a late phase in racial succession referred to as “piling up,” in which previously white-owned homes and apartments were subdivided into smaller dwellings to accommodate the housing demands of black immigrants (Duncan and Duncan 1957). Although the affluent have always made efforts to segregate themselves from the poor, immigration into cities before about 1970 was proceeding at too rapid a pace to allow inner city neighborhoods to drop substantially in population as part of this process. Indeed, a chief reason blacks desired to exit predominantly black areas of the city before 1970 was because the housing supply in black neighborhoods was insufficient to keep up with demand (Aldrich 1975). With the end of black immigration to urban areas, poor African-American neighborhoods have changed from densely packed communities of recently arrived immigrants to areas gradually abandoned by the nonpoor. The cessation of the flow of black immigrants to the nation’s cities, and the corresponding decline in the population density of poor neighborhoods, may be one unexplored factor responsible for the change in the nature of poor African-American neighborhoods in the early 1970s that Wilson (1987) describes.

The Second Great Migration ends in 1970. To paraphrase Hunter S. Thomson, Hertz’s 1970 map appears to be the point where you can see the wave break and roll back.

Quillian’s data then picks up the narrative, which adds texture to Hertz’s map. Between 1980 and 1990, there’s a substantial leap in the lowest-income-level census tracts, then things plateau from 1990-2000. Here’s Quillian again:

There is no indication in the PSID data that stayers in black and/or poor neighborhoods experienced increases in their poverty rates in the 1970s and 1980s, except during the recession of the early 1980s. During this recession, increases in the poverty rate among the nonpoor were spatially concentrated in black moderately poor neighborhoods. Since these neighborhoods were already moderately poor to begin with, this suggests that increasing poverty rates in the early 1980s had a strong effect in increasing the number of extremely poor neighborhoods.

Quillian was writing in 1998 (here’s another paper from him in 2012, addressing similar issues), but his conclusions accurately foretell the changes you can see from 2000-2012: “Neighborhoods in transition to high-poverty status empty first of whites, then of many middle-class blacks, leaving more-disadvantaged and less-populous areas. The overall result is that high-poverty neighborhoods have been becoming geographically larger and less densely settled.”

So some of these neighborhoods that changed over to high levels of poverty aren’t necessarily the result of increasing number of poor people but rather the departure of higher-income and white residents. They may be poor neighborhoods but they are not necessarily dense because few people of any background (regardless of class and race) are moving in.

Another thought: some conversation about white flight focuses on the 1950s and 1960s when whites moved to the suburbs due to (1) policies that helped make the suburbs more attractive (interstate construction, new rules about mortgages that made home purchases available to more Americans plus (2) continued waves of the Great Migration of blacks to Northern cities. All this is true but this map is a reminder that the processes affecting poor neighborhoods continued from the 1970s to 1990s. It wasn’t until the 1980s that academics started writing important books like this, whether from William Julius Wilson or Paul Jargowsky.

Of course, a key question is how much this is still happening today. Can poor neighborhoods spread even further as better-off urban residents and suburban residents move to wealthier pockets while lower-class and poorer residents are left in emptying out locales? The process may not be over yet and it is hard to find cases where truly poor neighborhoods from recent decades made substantial turnarounds.

Fake Georgian office building to hide electric substation next to fake Hard Rock Cafe in Chicago

It is not uncommon for cities to have fake buildings or facades to hide infrastructure and here is an example in Chicago where the same architect designed the Hard Rock Cafe and fake mansion next door:

The most noteworthy, a faux Georgian mansion in the River North area of downtown, was designed by perhaps the city’s most famous living architect, Stanley Tigerman, former director of the School of Architecture at the University of Illinois at Chicago.

“The building is somewhat tongue-in-cheek , a bit of a joke,” said Tigerman, who had first designed a restaurant just west of the site. “The Hard Rock Cafe: fake stucco, fake Georgian, nothing real about it. Then they came to me and wanted me to do the ComEd substation next door, but to be contextual, to relate it to this ersatz piece of junk.”

So rather than construct a bogus building based on a fake, albeit one he designed, Tigerman cut the other direction.

“I decided to go absolutely hard core, as classically designed as I could, done authentically Georgian,” he said. “The brick bonding is  English cross bond, the one Mies van der Rohe used whenever he used brick. It’s very expensive to to lay bricks that way, but it makes the walls sturdy and impervious to cracking. I knew the building would never receive any maintenance, so the idea was to do as good a building as I could.”

He also had to take into account the building’s true purpose — so if you look closely, what seem to be windows are actually vents, to help cool the 138 kV electrical transmission equipment inside.

Hiding in plain sight. Here is the Google Streetview image of the two buildings, the covered substation on the left and the Hard Rock Cafe on the right:

55WestOntarioChicago

This could lead to a great architecture conversation: which of the buildings is more fake or authentic? The restaurant which is about evoking a particular spirit (a museum? an imposing older structure intended to lend more gravitas to rock ‘n’ roll?) to make money? Or the fake mansion with more pure design that does nothing but hide the infrastructure that is necessary for big cities? Both could be considered postmodern for their application of old styles to new purposes, their exteriors projecting certain images that don’t match their interiors.

Demolishing public housing as spectacle in Glasgow

Glasgow, Scotland is planning to blow up five 29-story public housing high-rises, the tallest buildings in the city, and broadcast the event live on local TV and set up a viewing in a nearby soccer stadium:

Glasgow has a novel plan for grabbing viewers for this summer’s Commonwealth Games opening ceremony: It’s going to blow up the city’s tallest buildings live on television. For the Games opener on July 23, Scotland’s largest city will demolish five towers (most over 290-foot high) in just 15 seconds, screening the explosions at the nearby Celtic Stadium.

This combination of celebration and mass destruction, announced Thursday, would be unusual in any circumstances. What makes Glasgow’s plans even stranger is that the towers being dynamited – part of a huge housing project called the Red Road Flats – were once the city’s pride. By uniting a cheering stadium crowd and TV cameras with explosives, the ceremony might come off as a sort of latter-day Disco Sucks, but for social housing…

Still, the city has been moving on. From the ’80s onwards, Glasgow started an ultimately successful re-branding of itself as a cultural and business center. The Red Road and its ilk became emblems of the run-down Glasgow that the city’s promoters wanted to forget. Demolition of the first few towers started back in 2012. Now the games will dramatize its final transformation in the most eye-catching way possible.

But is it really in good taste? This video, shared by the games organizers themselves, proves that many former residents still remember the place with affection. What’s more, the project isn’t totally uninhabited, as one tower, currently occupied by asylum seekers, will remain. For these people, witnessing a ceremony that enacts their neighborhood’s destruction as unfit for human habitation while leaving them on site, should feel uncomfortable at the least. A petition is going round against the plans, and there’s a sense among locals that they, rather than just the buildings, are the targets of a ritual purge to do away with a side of Glasgow officialdom would rather forget.

The whole process sounds similar to the demolition of public housing high-rises in American cities, starting with the Pruitt-Igoe complex in St. Louis in the mid-1970s (a good documentary about it here) and accelerating with the HOPE VI program that began in the mid-1990s. Of course, the buildings tended to get blamed for the problems at the complexes when there was a whole host of other issues involved including deindustrialization and residential segregation.

But, it does seem a bit odd to make this such a spectacle. It is relatively rare to demolish large buildings so I could understand how that might be interesting. In contrast, while the demolition of Chicago’s public housing buildings drew attention (particularly the last high-rises at Cabrini-Green), it seemed like the general public wanted to move on rather than celebrate the demolition. Instead of publicizing the demolition, why not devote some air-time to showing how the city is trying to tackle the larger underlying issues (unless, of course, they are not and the demolition is meant to be a distraction from the true issues)? As the residents at Cabrini-Green who fought the city’s plans argued, what is the point of demolition if there many other options planned down the road?