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Redistricting Denver: Where “Communities of Interest” Allow Polite Folk to Sidestep Race, Class

Tonight in Denver, the City Council will take final public comments on its plan for redistricting.  Comments will be limited to 3 minutes. As someone who has been closely involved in the process and drafted one of the plans dropped from consideration earlier this month, I have more than three minutes of opinions to share…

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With the decennial redistricting process winding down in most states (or headed to the courts), one conclusion seems fair: the democratization of  map-redistricting technology has not led to an increase in democracy. Maybe the opposite.  As a longtime political veteran laughingly recalled, when redistricting was done by colored pencils and hand-held calculators, compromise was baked into the process because “no one wanted to redo the maps all over again.” My hunch is that the process would’ve benefited from lively argument with a single set of colored pencils rather than dueling mouse-clicks in isolation.

In addition to population re-balancing, contiguity, and compactness, redistricting brings into play political leanings, race, socioeconomic status, and cultural markers such as language. All of these ingredients are lumped into a potpourri collectively referred to as “communities of interest.” On one hand there are easily discernible city/county/town boundaries that already demarcate groups, and compiling party registration statistics for further differentiation is easy enough. But race, social class, and the voices of the newly arrived?

Silence descends.

And it’s an awkward silence.

To aid jurisdictions in complying with the Voters Rights Act of 1965, the Census publishes detailed block-by-block race/ethnicity counts. So if social class and culture come up at all, it’s through the imperfect analog of race statistics. But in reaching into the tangled skein of communities of interest, there’s a decided preference for a single objective criterion we can all agree on and tacitly avoid those conversational third-rail topics we reflexively shunt aside.  In state-wide redistricting battles, political party affiliation is the obvious proxy, especially in our time of heightened partisanship.

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Here in Denver, a majority Democrat city, the go-to criterion for drawing around the communities-of-interest conundrum is neighborhood boundaries.  No, not neighborhood organizations that meet regularly to hash out common areas of concern, but rather the city government’s statistical neighborhood designations which are as much about record keeping as they are symbols of geographic self-identification.

To understand the more technical tricks of the redistricting trade, I recommend the Redistricting the Nation white paper put out by my mapping colleagues at Azavea in Philadelphia. Because the techniques of gerrymandering that we associate with the non-intuitive shaping of districts (e.g. California congressional districts) also can be used with a defter touch to more subtly alter the voting dynamics of a district.

Five Easy Pieces: Flipping a District

The art of flipping the racial/ethnic mix of a district is to leave the representation of surrounding districts relatively unchanged.  Taking a closer look at the draft plan that is the last map standing after the April 9th meeting (and has been the clubhouse leader since the process began), we find the historically Latino District 9 of North Denver–now gentrifying–with a mix that currently looks like this:

 

Note:  the colors on the chart are the same colors to denote block-by-block race and ethnicity in the maps below.

Step 1:  Draw the most politically engaged Latino precincts in with highly engaged upper-middle class white voters

With District 1 needing to add population in order to balance, the push east seems a natural choice especially with gentrification at work in this area.  The voter participation of the Latino dominated precincts is relatively high, but now they are drawn into a district with an intensely political upper-middle class white community.  But the statistical neighborhood boundaries (in yellow) are being honored, so in isolation there’s a rationale at work.

Step 2: Split a Statistical Neighborhood to ‘Fix’ the Numbers

Having expanded District 1 aggressively eastward, its now both over its allowable population quota as well as having its white plurality jeopardized.  So, where to trim?

 

In claiming the unification of statistical neighborhoods as the primary desideratum, it’s more than passing strange that to “make the numbers work”, a previously unified neighborhood (in yellow) is split.  Not only is it split, it’s split along race/ethnicity lines with the predominantly Latino half of the neighborhood being packed into overwhelmingly Latino District 3.  Again, there’s no argument that, in isolation, it doesn’t make sense to group ethnically similar areas together, but considering race and class only when expedient smacks of…political opportunism?

 

Step 3: Pack More Latinos Into An Already Majority Latino District

To shave off the southern portion of District 9, the mostly Latino precincts are packed into District 3, which is approximately 3/4 Latino already.

 

 

Step 4:  Warehouse the Overflow from the ‘Latino’ district in Adjoining White Plurality District

All of this packing of Latinos into District 3 pushes their total population over the allowable limit, requiring the cracking of a few precincts to be moved to the white-plurality District 7 to the east.

 

Step 5:  Expand East to Pick Up More Favorable White & Black Precincts

Having shaved off predominantly Hispanic precincts to the west and south, District 9 can now be expanded east to pick up more demographically favorable white and black neighborhoods.

While we have focused on the dilution of Latino voting power, another interesting dynamic is that the decreasing Black population of Denver (approximately 9% of the city) is being further fragmented, presumably for the short-term interests of incumbents directly involved in the drafting of the map (see “victory, Pyrrhic“).

The Result:

All of this trimming, packing, and shifting flips a Hispanic district to a White district.  Making the margin even more comfortable is that a good portion of the Latinos left in the district are in poor, politically isolated neighborhoods (and physically isolated by virtue of being cut off from the rest of the city by an interstate).  And to reiterate, all of this was done without changing the racial/ethnic plurality of any of the adjoining districts.

Another unique element of the process is that the drafting of redistricting plans is done by members of City Council themselves.  (As far as I know, I was the only outside consultant hired by a councilperson to help draft a plan).  Not staffers, no outside commission, but rather councilpeople themselves pointing and clicking away.  Having such a direct say in redrawing their own re-election prospects evokes the dynamic of the famous Marshmallow Experiments.

But given the optics of the decisions above and the dramatic shift of the city’s political geography that’s been in place for forty years, surely there would be a conversation to thoroughly air the issues as to why a minority population making up 30% of the city manages a plurality in only 18% of the city’s districts, right?

Nothing To See Here, Please Disperse

At the suggestion that the redistricting plan on the table was less-than-kosher with respect to Latino voting power, the reaction was less “this is something we need to take a look at” and more that polite decorum had been rudely breached.  Not only does Denver have a black mayor, but our progressive, forward-looking city is no place for the messy racial politics of the past. So sayeth our white politicians and political insiders, anyway.

Even the city’s flagship newspaper took pains to reassure the readership.  In a Sunday editorial it expressed “concern” with this race talk, then gravely noted this factoid:

Let’s keep in mind what the demographic trends in Denver truly are. The city is getting whiter.

Now let’s assume that you read your Sunday morning paper in slippers with coffee in hand, but regrettably without Census statistics within arms-reach.  What would you infer the numbers to be behind such a statement?  Would they look something like this?

Lazy or disingenuous?  It’s so hard to tell in a one newspaper town.

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Beyond the minutiae of local politics, the plethora of maps, and the mind-numbing calvacade of Census statistics what’s been notable is the energy expended to declare that the political discussion is not a discussion about race and class.  After all, they’re merely one subset amongst a vast array of “communities of interest”, right?  (As an unaffiliated  voter, I look forward to the local Democrats shaking their own Etch-A-Sketch as they pivot from declaring that the Latino vote is just another interest group for redistricting purposes, but then lavishing attention in seeking their energetic participation to swing a key battleground state in the November election.)  While minority candidates being elected mayors and President are surely markers of progress, can we now claim to be “post-racial”?  As for social class–for which Americans have never had an accessible vocabulary besides the throwaway that we’re all generally “middle-class”–the economic indicators all point in the direction of increasing stratification.  All of which begs the question why we’re so eager to banish these issues from our politics.

 

—Brian Timoney

 



The Profit Motive: Why Geospatial Open Source Needs More Naked Commercial Interest

It was a post of narrow import: QGIS now has more native SQL Server 2008 support. While I was happy to note the participation and support of folks I both know and like, I was nonetheless slightly irritated by a nagging thought.

“Why didn’t Microsoft do this itself already?”

A few years back I remember talking with others in the industry who had no direct interest in Microsoft one way or another, but were nonetheless excited when spatial capabilities were added to SQL Server 2008.  The idea was it would ignite fresh interest in geo analysis and visualization among those who already had SQL Server but were outside the traditional GIS constituencies–they would gladly open their wallets for additional mapping magic.  All boats would rise and we would happily buy beers for comrades from Redmond who finally persuaded the mainstream that geo-in-the-enterprise doesn’t mean “Enterprise GIS.”

Hasn’t quite worked out that way, has it?

So if I were a vendor of databases with spatial capabilities and I knew I wasn’t  going to bother with the desktop GIS market myself, wouldn’t it be savvy to look for cost-effective opportunities to reach new users with my product–especially if I already have a free express edition with that sole purpose?  I know, there are high-level vendor relationships to maintain.  But really, run the funding through a re-seller or better still a non-profit (tax deduction!) and, if confronted by a business partner, express passable wonderment that the open source community has devoted resources to interoperating with your proprietary technology.

Let’s continue the thought experiment. Imagine a slick, usable cartography tool for making  web maps that happens to be open source.  As it stands, it (predictably) only offers database connections to PostGIS.  But why not Oracle or SQL Server connectivity? If Microsoft or Oracle reached behind their sofa cushions, I’m sure they’d find enough loose change to convince DevelopmentSeed or a freelance developer to make it happen.  You might piss off partners, you might piss off internal dev teams, but if the ROI of your geospatial investments is lagging who can blame you for leveraging the open source community as, what the GeoInt folks would refer to, a force multiplier.

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Next week geospatial open source will be on center stage at the FOSS4G-NA conference in Washington DC.  While following quickly on the heels of the international FOSS4G conference in Denver last Fall (due to a unique set of logistical circumstances), the leading organizational role of OpenGeo (they offer Enterprise-level service and support for a pure geospatial open source stack) has drawn some criticism snark. To which I say: kudos to OpenGeo for taking the initiative.  Being on the Denver organizing committee I can assert that at a certain scale relying on pure volunteerism isn’t viable.  To pull together an event on short notice in such a key market will no doubt be a big win for the broader community.

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Chatting with Autodesk’s Geoff Zeiss at FOSS4G in Denver, he opined that the next step for geospatial open source was its embedding in vertical-specific applications.  Paraphrasing Geoff, we’re beyond the defensive-sounding “it’s just as good as <insert closed-source vendor equivalent here>”. The major software packages are proven–let’s solve specific domain problems and create much larger value for end-users than merely the licensing terms of the components underneath the hood.  I recalled this conversation in the context of this week’s release of PostGIS 2.0: raster and vector stored in the same database and available for cross-dataset analysis via SQL commands, 3-D distance measure, topology, and 3D and 4D indexing.  In Oil & Gas, one of the premier desktop analysis packages in the industry runs on top of the Borland Database Engine: legacy would be the most polite descriptor. The potential for these new capabilities to overhaul non-intuitive workflows is enormous and I hope someone makes a ton of money doing so, because right now there are plenty of incumbents complacently collecting maintenance fees for only marginally improving 10-15 year-old codebases.

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The innovative maturation of open source geospatial software has been powered by the efforts of developers around the world often working for below-market rates.  It may strike one as counterintuitive, but  having this core community ripped off by the suit-and-$100-haircut crowd is probably more difficult given both a development process made more transparent through tools such as GitHub as well as the soft policing powers of social media.  The way I see it, the costs of potential free riders is microscopic compared to the opportunity costs of our most powerful and innovative tools not being used in the service of solving society’s biggest, gnarliest, and yes, most expensive problems.

 

—Brian Timoney

 

* top image courtesy of the 401K Calculator

 

Beware of Enterprise Projects That Require New Code

Of course you’re special.

I merely invite you to consider the possibility that it’s your project goals that may not be terribly…unique.

And that the smartest guy in the room is the room.

Because the room is smarter than both you and your developer,  it’s worth investigating whether someone has largely solved your problem already and made it (freely) available.  Of course there will be custom tweaking; it’s the wholesale wheel-reinvention many of us see every day that is objectionable and so often the product of tunnel-visioned project management and/or feckless developer-think.

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A long-time client was pondering whether to replace their 10-year old website that is a mountain of crufty legacy PHP code, partly to become smarter about serving up content to different user types and partly to liberate them from the burden of a custom-everything codebase that I’ve assured them no new developer really wants to dive into and figure what is going on.

Hence a CMS.  Having developer friends working to good effect with Drupal, we quickly determined it met the core needs of the client and was as plug-and-play as could be expected.  While the client certainly dug the ‘free’ aspect of Drupal being an open source, the clincher was the assurance that any time they could find ten Drupal developers in Denver off of Craigslist who could quickly troubleshoot problems, extend functionality, etc., without the delay and cost of wading through ten years of accumulated one-off code.  (With DrupalCon in Denver this week we can only hope a few more users/developers will have a look around and decide life next to the Rocky Mountains is sweet indeed).

            Harnessing code backed by a community bestows Walden-esque serenity

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Another interesting dimension of the community code story appeared this week in a post on the FCC blog.  Like a number of .gov sites, it too runs on Drupal, and includes a number of maps created with TileMill and served up by MapBox.  All to the good, but in creating a specialized module to integrate these maps into their Drupal site, they’ve contributed said module back into the Drupal community.  (The range of FCC mapping efforts utilizing geospatial open source software will be prominent at the upcoming FOSS4G-NA conference coming up in a couple of weeks in Washington DC.)

Set aside the particular use case for a moment.  As a taxpayer, having government entities efficiently use proven community-based technologies and contribute their own custom extensions back into the commons strikes me as very much in the spirit of the public good.

Whether the setting is public or private, the odds of pulling off a successful IT project have always been longer than either software vendors or consultants would ever cop to.  With the maturation of the online commons it would be foolish not to do your homework investigating whether there is not already a well-trod path laid down by others in the direction of your project’s goals.

 

 

—Brian Timoney

 

* image courtesy of the timhettler Flickr stream