Why has Google Maps started shading bits of cities orange/brown instead of grey?

What's going on here then? Image: Google Maps.

One of the great things about being the world’s leading purveyor of urbanism for the social media ageTM is that, sometimes, people on social media come to you with interesting questions about how the world’s cities work.

One of the less great things is that, sometimes, you don’t know the answer.

Last night, David Freeborn asked the following:

This is a good question – one I’ve been wondering about myself. Not so long ago, Google Maps showed urban areas in a uniform grey. A few weeks ago, though, it’s started to show some of them in that brown/orange shade.

My first thought, having wasted the 90s playing SimCity, was that this is the difference between residential and commercial areas. The UK doesn’t zone its cities in blocks in the way the game, based on the American experience, did – but there is definitely an identifiable difference between, say, a town centre and a housing estate. So maybe the diverging colour schemes reflect that.

But that, confusingly, would mean the colleges of Oxford counted as “commercial” premises:

...but the area around Tottenham Court Road station in London’s West End doesn’t.

Which doesn’t really stack up.

So, to find out what is actually going on, I – what else? – Googled it. The search uncovered this Google blog post which explains things a bit.

As you explore the new map, you’ll notice areas shaded in orange representing “areas of interest”—places where there’s a lot of activities and things to do. To find an “area of interest” just open Google Maps and look around you. When you’ve found an orange-shaded area, zoom in to see more details about each venue and tap one for more info.

This, then, is why the orange areas are more commercial, but are neither entirely commercial, nor cover all commercial areas. “Areas of interest” are a more nebulous sort of category, covering, basically, the bits that are worth exploring.

So central Oxford shows up because Oxford colleges are the sort of things that might be of interest to the passing visitor; while that bit of central London doesn’t, presumably because construction works means there are fewer shops and restaurants there than in surrounding areas, and those which exist frankly aren’t that interesting.

Or that, at least, is the theory. I’m not entirely convinced by this one.

It’s certainly true that some bits of cities have more stuff to discover, a greater density of incident, than others – and these are more likely to look like downtowns than residential suburbs.

But, to go back to Oxford, why are University College and St Edmund Hall areas of interest, while New College or All Souls aren’t?

By the same token, why is the corner round Tottenham Court Road station grey, while equally unpromising stretches of nearby New Oxford Street are orange?

I’m sure the inconsistencies make perfect sense to the algorithm. I’m just not sure they make that much sense to the human mind.

One factor is probably the types of places Google classes as interesting, which are, more often than not, the sort of places where you can spend money. To quote that blogpost again:

We determine “areas of interest” with an algorithmic process that allows us to highlight the areas with the highest concentration of restaurants, bars and shops.

This probably makes sense if you’re a major multinational corporation selling advertising. But there’s an argument that an algorithm that thinks Trafalgar Square is less an “area of interest” than the restaurants across the road is not fit for purpose.

Most of us, I’m sure, can instinctively tell the difference between an area of a city that is worth exploring on foot, and one that isn’t. But defining that difference, and putting it into words, is rather harder.

And if you can’t define areas of interest, how you can accurately programme an algorithm to look for them?

“In high-density areas like NYC,” says Google, “we use a human touch to make sure we’re showing the most active areas.” Perhaps the human touch is needed elsewhere, too.

Jonn Elledge is the editor of CityMetric. He tweets as @jonnelledge.

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What’s killing northerners?

The Angel of the North. Image: Getty.

There is a stark disparity in wealth and health between people in the north and south of England, commonly referred to as England’s “north-south divide”. The causes of this inequality are complex; it’s influenced by the environment, jobs, migration and lifestyle factors – as well as the long-term political power imbalances, which have concentrated resources and investment in the south, especially in and around London.

Life expectancy is also lower in the north, mainly because the region is more deprived. But new analysis of national mortality data highlights a shockingly large mortality gap between young adults, aged 25 to 44, living in the north and south of England. This gap first emerged in the late 1990s, and seems to have been growing ever since.

In 1995, there were 2% more deaths among northerners aged 25 to 34 than southerners (in other words, 2% “excess mortality”). But by 2015, northerners in this age group were 29% more likely to die than their southern counterparts. Likewise, in the 35 to 44 age group, there was 3% difference in mortality between northerners and southerners in 1995. But by 2015, there were 49% more deaths among northerners than southerners in this age group.

Excess mortality in the north compared with south of England by age groups, from 1965 to 2015. Follow the lines to see that people born around 1980 are the ones most affected around 2015.

While mortality increased among northerners aged 25 to 34, and plateaued among 35 to 44-year-olds, southern mortality mainly declined across both age groups. Overall, between 2014 and 2016, northerners aged 25 to 44 were 41% more likely to die than southerners in the same age group. In real terms, this means that between 2014 and 2016, 1,881 more women and 3,530 more men aged between 25 and 44 years died in the north, than in the south.

What’s killing northerners?

To understand what’s driving this mortality gap among young adults, our team of researchers looked at the causes of death from 2014 to 2016, and sorted them into eight groups: accidents, alcohol related, cardiovascular related (heart conditions, diabetes, obesity and so on), suicide, drug related, breast cancer, other cancers and other causes.

Controlling for the age and sex of the population in the north and the south, we found that it was mostly the deaths of northern men contributing to the difference in mortality – and these deaths were caused mainly by cardiovascular conditions, alcohol and drug misuse. Accidents (for men) and cancer (for women) also played important roles.

From 2014 to 2016, northerners were 47% more likely to die for cardiovascular reasons, 109% for alcohol misuse and 60% for drug misuse, across both men and women aged 25 to 44 years old. Although the national rate of death from cardiovascular reasons has dropped since 1981, the longstanding gap between north and south remains.

Death and deprivation

The gap in life expectancy between north and south is usually put down to socioeconomic deprivation. We considered further data for 2016, to find out if this held true for deaths among young people. We found that, while two thirds of the gap were explained by the fact that people lived in deprived areas, the remaining one third could be caused by some unmeasured form of deprivation, or by differences in culture, infrastructure, migration or extreme weather.

Mortality for people aged 25 to 44 years in 2016, at small area geographical level for the whole of England.

Northern men faced a higher risk of dying young than northern women – partly because overall mortality rates are higher for men than for women, pretty much at every age, but also because men tend to be more susceptible to socioeconomic pressures. Although anachronistic, the expectation to have a job and be able to sustain a family weighs more on men. Accidents, alcohol misuse, drug misuse and suicide are all strongly associated with low socioeconomic status.

Suicide risk is twice as high among the most deprived men, compared to the most affluent. Suicide risk has also been associated with unemployment, and substantial increases in suicide have been observed during periods of recession – especially among men. Further evidence tells us that unskilled men between ages 25 and 39 are between ten and 20 times more likely to die from alcohol-related causes, compared to professionals.

Alcohol underpins the steep increase in liver cirrhosis deaths in Britain from the 1990s – which is when the north-south divide in mortality between people aged 25 to 44 also started to emerge. Previous research has shown that men in this age group, who live in the most deprived areas, are five times more likely to die from alcohol-related diseases than those in the most affluent areas. For women in deprived areas, the risk is four times greater.

It’s also widely known that mortality rates for cancer are higher in more deprived areas, and people have worse survival rates in places where smoking and alcohol abuse is more prevalent. Heroin and crack cocaine addiction and deaths from drug overdoses are also strongly associated with deprivation.

The greater number of deaths from accidents in the north should be considered in the context of transport infrastructure investment, which is heavily skewed towards the south – especially London, which enjoys the lowest mortality in the country. What’s more, if reliable and affordable public transport is not available, people will drive more and expose themselves to higher risk of an accident.

Deaths for young adults in the north of England have been increasing compared to those in the south since the late 1990s, creating new health divides between England’s regions. It seems that persistent social, economic and health inequalities are responsible for a growing trend of psychological distress, despair and risk taking among young northerners. Without major changes, the extreme concentration of power, wealth and opportunity in the south will continue to damage people’s health, and worsen the north-south divide.

The Conversation

Evangelos Kontopantelis, Professor in Data Science and Health Services Research, University of Manchester

This article is republished from The Conversation under a Creative Commons license. Read the original article.