Zillow off a median of 8% on home prices; is this a big problem?

Zillow’s CEO recently discussed the error rate of his company’s estimates for home values:

Back to the question posed by O’Donnell: Are Zestimates accurate? And if they’re off the mark, how far off? Zillow CEO Spencer Rascoff answered that they’re “a good starting point” but that nationwide Zestimates have a “median error rate” of about 8%.

Whoa. That sounds high. On a $500,000 house, that would be a $40,000 disparity — a lot of money on the table — and could create problems. But here’s something Rascoff was not asked about: Localized median error rates on Zestimates sometimes far exceed the national median, which raises the odds that sellers and buyers will have conflicts over pricing. Though it’s not prominently featured on the website, at the bottom of Zillow’s home page in small type is the word “Zestimates.” This section provides helpful background information along with valuation error rates by state and county — some of which are stunners.

For example, in New York County — Manhattan — the median valuation error rate is 19.9%. In Brooklyn, it’s 12.9%. In Somerset County, Md., the rate is an astounding 42%. In some rural counties in California, error rates range as high as 26%. In San Francisco it’s 11.6%. With a median home value of $1,000,800 in San Francisco, according to Zillow estimates as of December, a median error rate at this level translates into a price disparity of $116,093.

Thinking from a probabilistic perspective, 8% does not sound bad at all. Consider that the typical scientific study works with a 5% error rate. An eight percent error rate suggests the estimate is right 92% of the time. As the article notes, this error rates differs across regions but each of those have different conditions including more or less sales and different kinds of housing. Thus, in dynamic real estate markets with lots of moving parts including comparables as well as the actions of homeowners and homebuyers, 8% sounds good.

Perhaps the bigger issue is what people do with estimates; they are not 100% guarantees:

So what do you do now that you’ve got the scoop on Zestimate accuracy? Most important, take Rascoff’s advice: Look at them as no more than starting points in pricing discussions with the real authorities on local real estate values — experienced agents and appraisers. Zestimates are hardly gospel — often far from it.

Zillow can be a useful tool but it is based on algorithms using available data.

Mass transit as repository of microscopic organisms

A new study found all sorts of organic material in the New York City subway:

To get a clearer picture of what that ecosystem is made of, Mason and his team set out to map the vastness of the urban microbiome. Using nylon swabs and mobile phones, the group identified 15,152 different organisms lurking on railings, trash cans, seats, and kiosks in 466 New York City subway stations. Their findings were published this week in the journal Cell Systems.

The team also found that, on a microscopic level, the subway is littered with leftovers—evidence of what New Yorkers like to eat. Cucumber particles were the most commonly found food item, along with traces of kimchi, sauerkraut, and chickpeas. Bacteria associated with mozzarella cheese coated 151 stations. And other traces of pizza ingredients such as sausages and Italian cheese were everywhere. (The Wall Street Journal transformed much of that data into a clickable map that lets you explore the findings by subway line.)

And although Mason and his team also found particles of harmful bacteria related to the bubonic plague and anthrax, the levels were so low that they pose little danger to humans. “The important fact is that the majority of the bacteria that we found are harmless,” Mason said. Much more common were the protective bacteria that eliminate toxins and make the subway cleaner. “They represent a phalanx of friends that surround us,” he said…

Of the more than 10 billion DNA fragments that the team sequenced, about 5 billion were unaccounted for. That’s not to say that these DNA fragments belong to never-before-seen organisms. Rather, it shows that the library of sequenced genomes still has many empty shelves. Where beetles and flies were most prevalent in this sampling, evidence of cockroaches was absent—not because New York isn’t crawling with them (it is), but because scientists haven’t fully sequenced the cockroach genome yet. Once that information becomes available, cockroaches will become better represented in the sampling, according to Mason.

While I’m sure plenty of people will be grossed out by such knowledge, it highlights the level of microscopic complexity going on all around us and suggests there is a lot of scientific work in this area still be done. We know the bottoms of the oceans might be the last large frontier on Earth but it sounds like the NYC subway offers plenty of opportunities itself.

Now that we have such information about what is in the subway system, I want to know how the organic material interacts with humans on a regular basis. Where is this material? How many people are made sick and, conversely, does such a collection provide benefits for users?

Using Chicago skyscrapers as inspirations for spaceships

“Jupiter Ascending” may not be very good but some of the spaceships are based on Chicago architecture:

When Hull came to Chicago, the Wachowskis began peppering him with reference photographs of Chicago buildings, facades, landmarks, ornamental detail and infrastructure. “Of all the directors I have worked with, they are by far the most architecture-minded,” he said. “They wanted a very decorative vision for the ships, almost Louis XIV-like in places, existing alongside this other aesthetic, far more gothic and less feminine.”

Indeed, the Wachowskis, who started a small construction company and worked as carpenters before becoming filmmakers, wanted the two warring ships at the center of “Jupiter Ascending” to somewhat reflect Chicago itself. “I like how the great curling femininity of the Frank Gehry (Pritzker Pavilion) is juxtaposed against the weight of those harsh, more severe buildings on Michigan Avenue,” Lana said. “I liked that tension in Chicago, that something as elegant as a big river can curl through so many grandiose statements. When we were looking at the design of the ships, we kept exploring this, placing almost baroque, exuberant levels of detail on one end, while on the other, contrasting a rigorous, rational logic.”…

“But also I really love the top of the Carbide & Carbon Building (on Michigan Avenue),” Lana said. So its lighthouse peak informs the back of Titus’ ship, while the front is, well, a play on the flying buttresses that shape the top of the Tribune Tower. “But I often wasn’t flamboyant enough for the Wachowskis,” Hull said. So the gold-green design along the facade of the Carbide building is mirrored on the outside of the ship. And inside: The ceiling of the ship’s loading dock is reminiscent of the dense mosaics in the Chicago Cultural Center ceilings; the long, vaulted chapel is vaguely similar to the reading room of the Newberry Library. “Which was a sanctuary for me as a kid,” Lana said, “where I went when I cut school.”

Balem, played by Eddie Redmayne, is the imperialist, the severe, ominous bully. His ship, therefore, is gothic, less curvaceous than Titus’ ride. The front end, its T-shaped bow, has some inspiration in the terra-cotta faces that watch from the facade of the old Tree Studios building on Ontario Street. And there are hints of the former Midway Gardens entertainment venue in Hyde Park, designed by Frank Lloyd Wright (torn down in 1929). “His ship is more of a towering, hard-looking, Albert Speer-ish brutalism,” Hull said, “but it would be too on the nose for his designs to just reflect that, to not suggest Balem wouldn’t want some ornamental embellishment to his world.” So, his boardroom has touches of the latticework beneath the Loop “L” tracks.

An interesting source of inspiration for objects – spaceships – that we might typically think are otherwordly or something completely different. Additionally, buildings are pretty static, even if they are involved in dynamic social settings, while spaceships have incredible mobility. But, as noted in this earlier post about The Hunger Games, it is difficult to make something completely new. Human creativity rarely involves completely innovative ideas that have never been expressed before but rather often involves taking existing forms and objects and doing new things with the mix. So, in trying to imagine the future, why not draw some on the past while also adding potential changes?

This is also a reminder that Chicago architecture is influential. If we do get to an age of large spacecraft, would Chicago still be a major inspiration? Could we have competing fleets based on different global cities?

Local fire department plans for a potential fire at a 30,000 square foot home

How exactly does a fire department plan for a new 30,000 square foot home in the community?

A planned 30,000-square-foot home off Lake Norman would take an estimated 10,000 gallons of water per minute and dozens of firefighters on the scene if it were to go up in flames…

Modern homes of all sizes offer new threats now that open floor plans are more desirable to compartmentalized rooms, which would keep the fire more contained in years past, said Charlotte Fire Department Deputy Fire Marshal Jonathan Leonard of Davidson. What once could have stayed in the kitchen, now quickly passes through much of the first floor before moving upstairs if there is nothing to stop it.

Furniture, once only constructed of cotton, wood and metal, is now plastic, vinyl and foam that is more flammable, burning hotter and faster. Those two elements cut the estimated time for a home’s flashover point to occur from the 18 minutes firefighters had 20 years ago, to just over four, Leonard said.

That’s four minutes for families to have a smoke detector go off, call 911 and get out…

A simple solution that would be a safety net for both residents and firefighters is a sprinkler system.

I wonder if some communities would tell owners of extra-large homes that they would do all that they could to put out a fire but the municipality wouldn’t incur extra costs to adjust just for these extra-large houses. How much should a fire department adjust for a few homes? While this article suggests McMansions have these fire problems, a 30,000 square foot home is way out of McMansion league and probably does require its own planning. At 30,000 square feet, sprinklers sound like a good option.

Now that I’ve seen a few articles about this issue, I wonder if this comes up in the planning and zoning process in communities. While building homes may seem like a source of revenue for communities, they also require services including water, sewer, roads, fire and police, and schools. Could you add a special fire tax that only hits huge homes?

Mapping every road in the United States

The United States has a lot of roads and you can see them all on these state and national maps:

Roads, it turns out, are fantastic indicators of geographies, as evidenced by Fathom’s All Streets series of posters. A few years ago the Boston design studio released All Streets, a detailed look at all the streets in the United States. The team has since produced a set of All Streets for individual states and countries.

Using data from the U.S. Census Bureau’s TIGER/Line data files (Open Maps for other countries), the designers are able to paint a clear picture of where our infrastructure bumps into nature-made dead ends. In states like North Dakota and Iowa you see flat expanses of grids. Nebraska has a dense set of roads in the east near its more populated cities that dissipates as you head west towards the rural Sandhills prairie. A dark spot near the southern tip of Nevada punctuates the otherwise desert-heavy state, conversely, the Adirondack mountain range provides an expanse of white in a dark stretch of New York roads.

I do find the smaller maps or smaller scale views more interesting because they do show some differences. Looking at the national level doesn’t reveal all that much because we are now used to such images based on infrastructure and big data, whether based on cell phone coverage or interstates or lights seen from space or population distributions.

I could see hanging one of these – perhaps the Illinois version?

Selecting the right McMansion for Gone Girl

Following up on a post from two days ago, here is how the production designer described finding Nick and Amy’s McMansion in Gone Girl:

HOW DID YOU FIND NICK AND AMY’S HOUSE? WHY WAS THAT ONE PERFECT?
It’s hard to explain without being insulting (laughs). Those neighborhoods, with that style of housing— and without finding any other better way of describing it, sort of that “mcmansion” — they aren’t very attractive. You go, oh geeze do we have to really film this, you know? We found this simple one, and it had all the attributes of that type of house without being too obscene. It felt like it could be traditional, but it was a modern take on traditional. Just the fact that it was on the corner, it gave us good angles for a lot of the scenes with the driving and the staging of the news vans.

DID YOU SHOOT THE INTERIOR SHOTS AT THAT HOUSE, TOO?
We built the entire interior on a stage in Los Angeles. We took the floor plan of the house that we shot on location, and we started adjusting it for our own story and our own camera angles. It was important for me, especially, not to do something where you’d look at the exterior and then you go inside and you’re like wait a second, how could this interior even fit with that exterior? I didn’t want to do that. David [Fincher, the director] and I had long conversations about it. We cheated a few things, we stretched the interior.

HOW WOULD YOU DESCRIBE THE INTERIOR YOU CREATED FOR NICK AND AMY’S MISSOURI HOUSE?
You know those homes are they’re done with traditional elements but in a modern style? They have the built-in cabinets and they have the wooden molding, but there’s something askew about it. The way the moldings are done, they are made out of mdf instead of real wood. It’s that modern construction where they use traditional, classical elements— they put medallions on the ceilings and they have recessed lighting in drywall ceilings instead of real plaster. The spiral staircase isn’t really spiral. It’s curved, and it looks elegant but when you stand there and take it in, you realize there’s something skewed about it.

WHY WAS THAT PERFECT FOR THIS STORY?
It works in the sense that Nick is trying to give Amy the perfect home in the perfect place. It’s sort of like, why wouldn’t you like this? Why wouldn’t you feel comfortable in this large house? There’s remnants of the New York feel, but it’s a little bit offbeat from that.

A few thoughts, question by question:

1. The dislike for McMansions is clear. But, then he notes that the house wasn’t too bad in its attempt to replicate a traditional style. What then marks it as a McMansion? Subdivision. Multiple gables. Square footage. Tall entryway.

2. Even with a home that is already large, they stretched the interior. Does this mean that the home scorned for its size was depicted as even larger on the screen?

3. Commentary on the quality of construction. The style may fit from a distance but someone who knows the older style can spot the problems quickly.

4. Conjecture about what such homes are supposed to symbolize: the perfect house. Looks new, nice landscaping, quiet neighborhood…how did all that violence and coldness end up there again?

Even with all that explaining about the negatives of such homes, it is amusing to see the comments below the story from people who want to replicate the look.

Public homebuilders increase their Chicago area market share in the last 15 years

What kinds of firms have built homes in the Chicago region has changed quite a bit in the last 15 or so years:

Public companies accounted for nearly 60 percent of the contracts for new homes in the Chicago market last year, up from 54 percent last year and well above the 11 percent market share they held in 1999, according to Tracy Cross & Associates, a Schaumburg-based consulting firm.

The top five builders in the Chicago area all were public companies, led by D.R. Horton of Fort Worth, Texas, with 517 local contracts signed last year.

The growth of public companies partly at the expense of private builders—a trend playing out in many markets across the country—will likely continue for the next few years until conventional banks grow more willing to finance land purchases and development, said Tony Avila, chief executive of Builder Advisor Group, a San Francisco firm that advises and raises capital for homebuilders.

Many private builders rely more on banks, which have clamped down on financing home construction since the financial crisis, while public companies have other options, such as issuing bonds or shares, Avila said.

Quite an increase since 1999. This reminds me of the shift from really small builders – often just a few homes a year – before World War II to the larger-scale construction afterward (often said to be illustrated by Levitt and Sons). Then (big housing need, new innovations) and now (economic crisis leading to new lending guidelines), broader economic and social conditions contributed to these changes.

With that said, how does this affect the average homebuyer and resident? Large-scale firms may offer economy of scale and therefore lower prices but they also might have fewer options in their housing designs and interiors and be able to construct larger developments, contributing to sprawl. Does the quality increase? Do homebuyers have a better experience in one versus the other?

Gallup CEO criticizes measurement of unemployment in the US

The CEO of Gallup says the current unemployment rate is “a Big Lie” because of how it is calculated:

None of them will tell you this: If you, a family member or anyone is unemployed and has subsequently given up on finding a job — if you are so hopelessly out of work that you’ve stopped looking over the past four weeks — the Department of Labor doesn’t count you as unemployed. That’s right. While you are as unemployed as one can possibly be, and tragically may never find work again, you are not counted in the figure we see relentlessly in the news — currently 5.6%. Right now, as many as 30 million Americans are either out of work or severely underemployed. Trust me, the vast majority of them aren’t throwing parties to toast “falling” unemployment.There’s another reason why the official rate is misleading. Say you’re an out-of-work engineer or healthcare worker or construction worker or retail manager: If you perform a minimum of one hour of work in a week and are paid at least $20 — maybe someone pays you to mow their lawn — you’re not officially counted as unemployed in the much-reported 5.6%. Few Americans know this.

Yet another figure of importance that doesn’t get much press: those working part time but wanting full-time work. If you have a degree in chemistry or math and are working 10 hours part time because it is all you can find — in other words, you are severely underemployed — the government doesn’t count you in the 5.6%. Few Americans know this…

Gallup defines a good job as 30+ hours per week for an organization that provides a regular paycheck. Right now, the U.S. is delivering at a staggeringly low rate of 44%, which is the number of full-time jobs as a percent of the adult population, 18 years and older. We need that to be 50% and a bare minimum of 10 million new, good jobs to replenish America’s middle class.

How an official statistic is measured may seem mundane but it can be quite consequential, as is noted here. What exactly does it take to get a government agency to measure and report data differently?

This critique may make some interesting political bedfellows. Conservatives might jump on this in order to show that the current administration hasn’t made the kind of economic progress they claim. Liberals might also like this because it suggests a lot of Americans still aren’t doing well even as big corporations and Wall Street seem to have profited. Neither political party really wants to take on Wall Street so they might support these numbers so stocks keep moving up.

Following the ideals of Gautraux to deconcentrate poverty in the Chicago suburbs

The Gautreaux Program in Chicago preceded Moving To Opportunity and now there are more recent efforts to deconconcentrate poverty in the Chicago region:

After all, suburbs are no longer the bastions of privilege they once were (though majority white suburbs still, for the most part, are). Since the recession, it’s the exurbs in Chicago that have had job growth, while affordable housing near those jobs is often hard to find. Poverty is growing in suburbs across the country, including in Chicago, and moving families blindly out of the city may do more harm than good.

That’s why Chicago’s leaders are now focusing on helping low-income people live in mixed-income neighborhoods in both the suburbs and the city that have good access to transit and jobs, high homeownership rates, low commute times, walkable areas and a low percentage of people receiving public-housing assistance, said Robin Snyderman, a non-resident senior fellow at the Brookings Institution who also works as a consultant on housing policy in Chicago.

Nine housing authorities now participate in a regional pool of resources that began more than a decade ago. They include authorities in counties such as DuPage, Lake, and McHenry, using the money to build nearly 30 mixed-income developments in “opportunity areas” that are near transit and job opportunities.

“Just getting rental housing into some of these communities was hard to do for many years,” said Snyderman said.

A pilot program launched in 2011, the Chicago Region Housing Choice Initiative (CRHCI), encourages families to use vouchers to move to some of these locations, giving them counseling to help them do so.

Regional authorities and mayors have “adopted new tools for promoting inclusion and diversity, building on the lessons learned from Gautreaux,” she said. “I feel more hopeful that the historic segregation in the Chicago region can be transformed—because it’s now not all on the shoulders of the public housing authority,” she said.

See this earlier post about some of the results of the Moving To Opportunity program. These programs aren’t immediate panaceas and progress is often slow. It took decades to get Gautreaux into action and more time to assess results from MTO. Additionally, it can be difficult to get wealthier suburbs to buy in – if they do talk about affordable housing, it tends to involve seniors, young college graduates, or civil servants, not actually poorer residents.

In all, residential segregation is a difficult problem to address. If it is all left to the market, wealthier residents will move to nicer suburbs, maintaining or increasing their life chances, and then limit the access of others to move into their communities (even if they need them as workers in that community). Social programs can help but they can be costly, it takes time to assess their effectiveness, and it requires wealthier communities to get on board. This is one of those social problems that requires patience, active efforts, and time to see social change occur.

Taking McMansion battles to the stage

One playwright thinks neighborhood battles over McMansions provides compelling material:

The threads that run through “Two Stories,” a new play making its world premiere at Salt Lake Acting Company, are pulled from today’s headlines: “Neighbors battle over McMansions” and “Can newspapers save jobs with web hits?”

The topics are just two things that keep Utah playwright Elaine Jarvik — a former reporter with a love of houses and neighborhood aesthetics — up at night.

“I really wanted to tell both these stories,” she said. “There was a connection: my rights versus your rights, and what do we really own?”

The play follows Jodi Wolcott, an old-school journalist forced to produce stories that will draw web hits, and the Masoris family, who plan to remodel their modest house…

The tension explodes when Amir and his wife plan to remodel their house into a two-story McMansion that will change the look of the middle-class neighborhood and cut off the Wolcotts’ light and view.

The underlying story of the property rights of a homeowner (the American ideal!) versus neighbors (your new home threatens my own and the neighborhood!). What resolution can they find? I know these sorts of reviews don’t give away the ending but since I’m not going to get to Salt Lake City anytime soon, I would love to know how it all comes together. The last cultural product I viewed involving McMansions was Gone Girl and that story involving McMansions – with the author playing up the McMansion part in the early pages (a common theme in darker stories of recent years) – did not turn out well.