Looking at the educationally rich Washington D.C. metro area

Based on recently released figures from the 2009 American Community Survey, the Washington Post describes the Washington D.C. metropolitan area, the most educated region in the country:

The data, drawn from questionnaires, underscore the academic primacy of the Washington area: 47 percent of adults – or nearly 2 million – hold bachelor’s degrees, the highest rate among the nation’s large urban areas. Six of the 10 best-educated U.S. counties are within commuting distance of the District.

Half of all degrees in the region are in natural and social sciences, well above the national average, under a broad Census Bureau definition of “science” that includes everything from nuclear physics to sociology. That’s a starting point for looking at variations within the region: So-called hard sciences reign beyond the Beltway, soft ones within.

There are some other interesting facts in here as well, such as the finding that the proportion of people of business degrees in the region is lower than the national average.

What I would be interested to know is how these statistics change the day-to-day lived experience of an average resident of the region. Are there more civic events with more involvement from nearby residents? Is there a large perceived gap between the lives of those who are well educated and those with less education? Do people strike up deeper conversations at any gathering? Does this concentration of people lead to more interdisciplinary work and research?

Shopping malls and noise devices to discourage loitering

A shopping mall in Washington D.C. has installed a noise device, the Mosquito, to discourage loitering:

The owners of the Gallery Place commercial strip have installed an anti-loitering noise device — one to discourage any loiterers, not just teens. Gallery Place has further urged the D.C. Council to pass an anti-loitering ordinance, something the city currently lacks.

Youths in particular are said to be sensitive to a greater range of high-pitch sounds. But Gallery Place Partners, LLC, insists they did not install the “state-of-the-art safety feature” to target teens alone. According to Gallery Place, the Mosquito installed in the Metro plaza is set to a tone that can be heard by people of all ages.

I recall reading that prior attempts to install such devices were accused of being targeted at teenagers because they can better hear and are therefore more annoyed with high-pitched noise-making devices. It sounds like this shopping center is pitching the device as a boon for all users – but are teenagers still the main target?

But this is also a reminder that shopping malls are not public spaces. Even though they are often function as such as place with crowds gathering just to hang out, they are privately owned and the owners are ultimately interested in making money.

Bonus: a link at the bottom of the news story to that takes you to the makers of the Mosquito where you can then find how annoying you find the Mosquito!

Another debate over Washington crowd estimate

The actors are different but the question is the same: just how many people attended Glenn Beck’s “Restoring Honor” rally over the weekend in Washington, D.C.?

This is not an isolated question. The National Park Service bowed out of official estimates back in 1997:

The media, in years past, would typically cite the National Parks Service estimate, along with the organizer’s estimates (which tend to be higher). But the Parks Service stopped providing crowd estimates in 1997 after organizers of the 1995 Million Man March assailed the agency for allegedly undercounting the turnout for that event.

So various media outlets (and interested parties) are now left making competing estimates based on aerial photos, how much space a person typically takes up, and other sources.

There has to be a better solution to this problem.

Predicting future crimes

Professor Richard Berk from the University of Pennsylvania has developed software that predicts which criminals on probation or parole will commit future crimes. His software is already being used in Baltimore and Philadelphia and soon will be used in Washington, D.C.

Here is a quick description of how the algorithm was developed:

Beginning several years ago, the researchers assembled a dataset of more than 60,000 various crimes, including homicides. Using an algorithm they developed, they found a subset of people much more likely to commit homicide when paroled or probated. Instead of finding one murderer in 100, the UPenn researchers could identify eight future murderers out of 100.

Berk’s software examines roughly two dozen variables, from criminal record to geographic location. The type of crime, and more importantly, the age at which that crime was committed, were two of the most predictive variables.

Of course, there could be some problems with this:

But Berk’s scientific answer leaves policymakers with difficult questions, said Bushway. By labeling one group of people as high risk, and monitoring them with increased vigilance, there should be fewer murders, which the potential victims should be happy about.

It also means that those high-risk individuals will be monitored more aggressively. For inmate rights advocates, that is tantamount to harassment, “punishing people who, most likely, will not commit a crime in the future,” said Bushway.

“It comes down to a question of whether you would rather make these errors or those errors,” said Bushway.

I would be curious to see reports on the effectiveness of this software over time. And determining whether this software is effective in areas like reducing crime would present some interesting measurement issues.