Archive for the 'Shotspotter research' Category

Audio surveillance coming to a streetlight near you?

The Seattle Police Department is teaming up with the Bureau of Alcohol, Tobacco & Firearms to bring yet another surveillance technology to Seattle. For several years, SPD has been considering an Acoustic Gunshot Location System and is being courted by ShotSpotter, LLC, which has cornered the market on this technology.

Now General Electric is developing a cheaper, integrated acoustic monitor in their next-generation streetlight which can interface with ShotSpotter’s audio surveillance system with the stated purpose of locating gunfire within dense, urban areas.

The Seattle Privacy Coalition has worked with the city in the development of a privacy protecting ordinance and a process for evaluating the impact of new surveillance technologies. We’ll be watching this new technology and offering criticism of its potential privacy impacts, especially when it’s being pushed by a government agency that has already circumvented the public process by installing surveillance cameras in the Central District with the help of Seattle City Light.

We’ll be asking the city’s new Chief Privacy Officer to perform and publish a thorough audit of all programs and purchases under SPD, and all MOUs or informal agreements SPD maintains with Federal agencies in accordance with the City’s privacy program.

Contact Seattle’s CTOthe Mayor and City Council members to share your concerns with them.

Previously:

ShotSpotter makes up its gunfire data, but it STILL doesn’t make any sense

ShotSpotter: There’s no lobbyist like an arms lobbyist

ShotSpotter (SST, Inc.) Fact Sheet prepared for City of Seattle

Reminder from Laura Poitras: “If not for Seattle, this history would be different”

ShotSpotter: There’s no lobbyist like an arms lobbyist

Seattle Privacy Coalition has blogged before about the aggressive marketing practices of ShotSpotterTM, the controversial gun-fire detection system that Seattle City Council wants to purchase. Now our friendly competitor news outlet The Intercept has blasted the story sky-high. When a sales pitch in Council Chambers is really a lobbying campaign by an international arms dealer, hold onto your wallet and your freedoms.

Here’s the Intercept article in a nutshell:

  • Despite claims to the contrary, ShotSpotter, which uses a network of microphones to pinpoint gunshots in covered areas, also records conversations going on in the vicinity. This is established fact, inasmuch as the recordings have been admitted as evidence in criminal trials.
  • ShotSpotter’s wide deployment in over 90 US cities is powered by an aggressive lobbying campaign.
    • DC lobbyist Ferguson Group, by targeting congressional delegations, has secured $7 million in federal funds to purchase ShotSpotter through Department of Justice.
    • ShotSpotter also has hired lobbying firms Squire Patton Boggs, Raben Group, Greenberg Traurig, and Mercury Group Public Affairs to sell its products at the federal, state, and city levels, including coordination with police unions.
    • Having laid the federal funding groundwork, ShotSpotter guides potential customers through the grant application process.
    • ShotSpotter cultivates revolving-door relationships with law-enforcement heavies. Senior Vice President David Chipman is a former senior official at the ATF and a former fellow to the International Association of Chiefs of Police, and New York Police Commissioner William J. Bratton did a stint as a board member before assuming his present position as one of ShotSpotter’s newest and biggest customers. (Fortunately for the American Way, he recused himself from that purchasing decision.)

The article also spotlights the silly claims by company executives that ShotSpotter is not a listening device. As one helpfully explains, “It’s an acoustic sensor. It’s not a microphone,” which you can file under Distinction Without A Difference. And, as usual, ShotSpotter can’t keep its story straight. Our Oakland friend @marymad contributes this capture from the ShotSpotter Web site:

Embedded image permalink

Just like a cell phone, eh? That explains why the 20-30 foot limit is nonsense, too. Cell phone users know that speaker-phone mode picks up anything loud enough to be picked up, regardless of distance. A conversation 100 feet away on a quiet street? No problem.

The Intercept piece concludes with this alarming assessment of the privacy issues presented by ShotSpotter’s audio surveillance:

ShotSpotter’s privacy policy claims this audio is “erased and overwritten” and “lost permanently” if its system does not sense a gunshot. However, even if this is true, the policy also states that ShotSpotter has detected and recorded “3 million incidents” over the past ten years. This also indicates the sensors report a staggering level of false alarms, and that the company has permanently recorded 18 million seconds — in other words, 5,000 hours or approximately seven months — of audio. According to a promotional document emailed to Miami city officials by ShotSpotter’s sales team, the technology allows end users to retain this audio online for two years and offline for another five.

The lessons here are not new:

  • ShotSpotter is a questionable use of money, a technical quick-fix that does little for public safety and nothing for the underlying causers of crime.
  • The company is a snake-oil merchant that constantly makes claims that defy scientific logic.
  • The ShotSpotter lobbying machine is a public menace.

 

We support the plan by Seattle City Council to closely review the money provisionally allocated to purchase ShotSpotter.

ShotSpotter makes up its gunfire data, but it STILL doesn’t make any sense

SST, Inc.,  the company that sells ShotSpotter gunfire-detection systems to regional governments around the world, recently published a marketing pamphlet called the 2014 National Gunfire Index. The Seattle City Council might avoid purchasing another police boondoggle if it examines the phony data and confused arguments that pad out this piece of fake science.

Seattle Privacy Coalition ran across this document while compiling press clippings on ShotSpotter. Beginning in October, glowing press releases and media reports about the success of ShotSpotter began popping up around the country. For example, in Camden, NJ:

[County Commission] Director Louis Cappelli, Mayor Dana Redd and Chief Scott Thomson announced that ShotSpotter Flex[,] the global leader in gunfire detection and analysis, today announced that its National Gunfire Index revealed that gunfire incidents in Camden City for the first half of 2014 are down by 48.5 percent, compared to first half of 2013, where ShotSpotter was deployed during both periods.[1]

And in Kansas City, MO:

Newly released data from the makers of the ShotSpotter gunshot detection system indicates that gunfire has decreased significantly in Kansas City’s urban core over the last year.

 

 

The ShotSpotter system covers 3.55 square miles in Kansas City near the Troost MAX bus line. In comparing the first half of 2013 to the first half of 2014, gunfire incidents in those areas fell by 25.9 percent. That’s 55 fewer incidents. That keeps with the trend in 31 other cities across the United States and Caribbean that ShotSpotter serves: those cities averaged 25.9 percent fewer gunfire incidents, as well.[2]

Wow, those are amazing year-over-year crime reduction numbers! And the clear implication is that SpotShotter made this happen.

Let’s have a look at that data

An examination of ShotSpotter’s data and research methodology dispels any hope that it has a basis in legitimate science. There are several separate and false claims to be debunked.

False Claim 1 — Gunfire declined in SpotShotter cities from 2013 to 2014

Bizarrely, this most basic claim, the one politicians and media picked up on, is proved false (or unintelligible)  by  ShotSpotter’s own figures. These are summarized in a graphic[3]:

shot-2014-11-21_23-54-58

The researchers analyze their raw data (which consists of detected gunshots) in two ways, as total rounds fired, and as “incidents.” Gunfire “incidents” are never actually defined, nor are we told why this is a useful measure. As the graphic shows, incidents declined sharply in the 31 communities studied, while absolute rounds fired increased, and this 20.6% decline is what the the report touts on 7 of its 9 pages of content. The rounds-fired figure is mentioned on 3 pages.

The facts become murkier when we come to this baffling statement:

Rounds (bullets) fired per gunfire incident were up by 36%. On average, 3.2 rounds were fired per incident during the first half of 2014, up 10% from first half 2013 average of 2.9 rounds per incident.[4]

Now there are three different figures for rounds-fired:

  • 14%
  • 36%
  • 10%

The supporting graphic (Web version[5]) both hides the high number and adds to the confusion with a whole new measure called “Total Number of Rounds Fired Per Incident” (emphasis ours). To see this, you have to mouse-over the bullet images, as shown in the following before-and-after versions:

two_views

Added confusion stems from the complete meaninglessness of “total rounds per incident” and how this relates to “average rounds.” 

ShotSpotter does provide some actual raw numbers[6] (more on that below) that supposedly back up its generalizations.

Total Incidents Total Rounds Fired
2013 14,703 42,830
2014 11,675 58,087
Year-over-year change  -20%  +36%

At least that clarifies which of the calculated numbers are real, such as the high “total-rounds-per” number that the report tried to hide and fails to explain, and which turns out to be the real figure for rounds-per-incident. The scale of the problem becomes clear in the following graph — created by Seattle Privacy Coalition, not ShotSpotter — which illustrates the public safety significance of ShotSpotter’s two measures (as we understand them):

This makes it pretty clear that the “incidents” measure is here to obscure the fact that gunfire increased by 36% in the 31 ShotSpotter communities during the the period of the study.  People dodging bullets don’t care how many people are firing at them. Yet these are the statistics that embolden SST President and CEO, Ralph A. Clark, to tell the Camden, NJ, newspaper:

“The gunfire index data is extremely encouraging and suggests what cities and their law enforcement agencies can accomplish with a comprehensive gun violence reduction effort focused on enhanced response and community engagement.”[7]

Or, as the Index itself puts it,

Gunfire incidents are down in almost every ShotSpotter Flex city. In the 31 communities that we were able to analyze both for 1H2013 and 1H2014, gunfire incidents were down in 28 of the 31 communities, or 90% of them.[8]

False Claim 2 — SpotShotter is responsible for reducing gun violence

Things look bad for ShotSpotter. Far from reducing gun violence, Its figures suggest it has aggravated gun violence in the communities where it is deployed. The only thing that saves it from that humiliating finding is the iron rule of statistics: correlation is not causation. ShotSpotter cannot actually be blamed for an increase in gun violence without controlled studies that rule out other factors that may be causing the increase. Furthermore, the sloppiness of the arithmetic and reasoning in the 2014 National Gunfire Index make us wary of actually trusting the figures presented. Without more data, there is no way to know how much damage ShotSpotter is or is not causing.

On the other hand, reliable independent crime statistics tell a story that is unhelpful to ShotSpotter’s case regardless of the soundness of the gunfire report data. The FBI’s uniform crime statistics document[9] a steady decline of all violent crime nationwide over the past 20 years:

FBI

This trend suggests that a decline of about 3% in the overall violent crime rate probably occurred between 2013 and 2014. Any claim that ShotSpotter reduces crime would have to take into account this background decline. It is troubling but not surprising that the study ignores this, since it is much more enjoyable to claim credit for whatever good is happening on your watch. Of course, that’s not science.

The most plausible inference to make in the face of the FBI’s figures is that ShotSpotter’s figures, showing a 36% increase in gunfire over the last year, are simply too aberrant to be trusted without confirmation by qualified researchers.

False Claim 3 —  ShotSpotter bases its claims on real-world data

ShotSpotter spends a lot of time in this report stressing its careful comparison of “apples-to-apples” data. Unfortunately, it appears that the researchers only got halfway through that research methods course. Even knowing the shoddiness of the National Gunfire Index‘s methodology and analysis, it comes as a surprise that ShotSpotter actually made up data to fill out gaps in its observed gunfire tracking. The note on methodology at the end of the Index explains how this worked in considerable detail (emphasis ours)[10]

shot-2014-11-21_23-26-56

So, in other words, up to 45% of any particular community’s data over a six month period was “imputed” by means of this process of “proration.”

That explains a lot.

 

Notes

[1] “ShotSpotter Index Measures a Large Decrease in Gun Violence.” www.camdencounty.com, October 8, 2014. http://www.camdencounty.com/county-news/shotspotter-index-measures-large-decrease-gun-violence. Accessed 2014/11/-21.

[2] “ShotSpotter Success: Gunfire down by 26 percent in Kansas City areas by ShotSpotter following transit-police partnership.” www.kcata.orgOct 13, 2014. http://www.kcata.org/news/spotshotter_success. Accessed 2014/11/21.

[3] “2014 National Gunfire Index.” [Web version.] http://www.shotspotter.com/1H2014NGI

[4] 2014 National Gunfire Index, p. 7. [PDF, 2014.]http://www.shotspotter.com/download-2014ebook. Also archived at /wp-content/uploads/2014/11/ShotSpotter_2014NGI-eBook.pdf

[5] “2014 National Gunfire Index.” [Web version.] http://www.shotspotter.com/1H2014NGI

[6] 2014 National Gunfire Index, pp. 5, 7. [PDF, 2014.]http://www.shotspotter.com/download-2014ebook. Also archived at /wp-content/uploads/2014/11/ShotSpotter_2014NGI-eBook.pdf

[7] “ShotSpotter Index Measures a Large Decrease in Gun Violence.” www.camdencounty.com, October 8, 2014. http://www.camdencounty.com/county-news/shotspotter-index-measures-large-decrease-gun-violence. Accessed 2014/11/-21.

[8] 2014 National Gunfire Index, p. 6. [PDF, 2014.]http://www.shotspotter.com/download-2014ebook. Also archived at /wp-content/uploads/2014/11/ShotSpotter_2014NGI-eBook.pdf

[9] “FBI Uniform Crime Reports: Crime in the United States 2013: Table 1.” http://www.fbi.gov/about-us/cjis/ucr/crime-in-the-u.s/2013/crime-in-the-u.s.-2013/tables/1tabledatadecoverviewpdf/table_1_crime_in_the_united_states_by_volume_and_rate_per_100000_inhabitants_1994-2013.xls. Downloadable as a spreadsheet at http://www.fbi.gov/about-us/cjis/ucr/crime-in-the-u.s/2013/crime-in-the-u.s.-2013/tables/1tabledatadecoverviewpdf/table_1_crime_in_the_united_states_by_volume_and_rate_per_100000_inhabitants_1994-2013.xls/output.xls.

[10] 2014 National Gunfire Index, p. 10. [PDF, 2014.]http://www.shotspotter.com/download-2014ebook. Also archived at /wp-content/uploads/2014/11/ShotSpotter_2014NGI-eBook.pdf

ShotSpotter (SST, Inc.) Fact Sheet prepared for City of Seattle

We are about to send a letter to the City to propose a privacy oversight board. Accompanying it will be a fact sheet about ShotSpotter, the gunfire location service. Why ShotSpotter? Because the company has been mentioned as a possible solution to the recent shootings in the CD and elsewhere. In general, Seattle Privacy is skeptical of technological quick-fixes for deep social problems, so we did some digging about ShotSpotter, and here are the results:

ShotSpotter (SST, Inc.) Fact Sheet

 

But also: A SpotShotter Gallery

The company doesn’t like to reveal what their expensive and dubiously effective equipment looks like, so here’s a remedy for that!

 

 

 

 

shotspotter1

(Source: http://www.milwaukeecriminallawyerblog.com/2014/01/bill-would-increase-funding-for-milwaukee-pds-shotspotter-program.shtml)

 

 

 

 

Watch out, bird. We are listening. And looking. And probably irradiating you. shotspotter2

(Source: http://cedarposts.blogspot.com/2012/08/cmpds-shot-spotter-goes-live-in-uptown.html)

 

Whoa! This is a nice shot.

 

shotspotter3

In the last three years, gunshot detection sensors in Newark went off 3,632 times, and 17 shooters were arrested on scene. But for more than half of the sensors in Newark, there is no accompanying camera for several blocks. That leaves officers with insufficient information to act. “So you might get a vehicle taking off, you might pick up somebody discharging a weapon,” Carpenter said. But catching the person who fired the weapon? “Very rare, because you would have to have cameras in every corner of the city in order for that to actually work.” It costs Newark taxpayers about $80,000 a year to maintain the current system. But critics argue the total cost is much more than that, given the way police respond when a detector goes off. Since 2010, 75 percent of the gunshot alerts have been false alarms. But police are often deployed to the location anyway, just in case there is a shooter.

(Source: http://cedarposts.blogspot.com/2012/08/cmpds-shot-spotter-goes-live-in-uptown.html)