6 ms·

Time-lapse map of unemployment rates by U.S. county during recession

134 points by adamhowell 17y ago

DTrejo 17y ago
I misread 10% as 100%, oops.
cracell 17y ago
That was terrifying.
lvecsey 17y ago
Did we really need those jobs in the first place? I don't mean whether each individual was benefiting from the income from his or her job. Collectively, were the jobs a net benefit or drag on the rest of us?
- japherwocky 17y ago
  well.. without jobs people can't pay for water/food/shelter, so yeah.. we need those jobs. Unless you want to throw in on the heating bill?
  - philwelch 17y ago
    Without an income people can't pay for their living expenses. However, that doesn't mean the work those people are performing for that income is actually necessary to anyone else. The question is: through easy and cheap credit, was the economy paying a bunch of paychecks to some people in exchange for unnecessary labor? If I hire a guy to dig a hole in the morning and fill up the hole in the afternoon, the guy I hired very well may need his job, but his job isn't anything anyone needs done. When my line of credit runs out, I'm going to lay that guy off. The question is: how much of the economy pre-recession consisted of people getting paid for more convoluted but equally unproductive labor? Perhaps a better metaphor: if I hire a guy to do all my long division, when my line of credit runs out, I'm going to lay that guy off and buy a calculator. How much of the economy consisted of (often unionized) long-dividers running their employers into bankruptcy until their employers had to buy calculators? An economy has to produce wealth to survive, not just distribute it to people in exchange for mere effort.
    - kiba 17y ago
      Your comment made me recalled a quote of Frederic Bastiat. "But if, on the other hand, you come to the conclusion, as is too often the case, that it is a good thing to break windows, that it causes money to circulate, and that the encouragement of industry in general will be the result of it, you will oblige me to call out, "Stop there! Your theory is confined to that which is seen; it takes no account of that which is not seen." It is not seen that as our shopkeeper has spent six francs upon one thing, he cannot spend them upon another. It is not seen that if he had not had a window to replace, he would, perhaps, have replaced his old shoes, or added another book to his library. In short, he would have employed his six francs in some way which this accident has prevented. Let us take a view of industry in general, as affected by this circumstance. The window being broken, the glazier's trade is encouraged to the amount of six francs: this is that which is seen. If the window had not been broken, the shoemaker's trade (or some other) would have been encouraged to the amount of six francs: this is that which is not seen." - Frederic Bastiat
- bumblebird 17y ago
  Sounds very much like a "everyone for themselves" attitude to me. Which seems to be one of the bad things about the US.
  - randallsquared 17y ago
    Not at all. If those jobs were a net loss (and I have no idea about that), then finding something for those people to do which benefits everyone more is a win, both for "us" and "them".
    - bumblebird 17y ago
      Sure but thats an unattainable dream. Some people are always a drain on society. Either you leave them to die, or you give them a hand.
      - nostrademons 17y ago
        I think there are a large number of people who are not necessarily a drain on society, but have taken positions that aren't tangibly productive because easy credit has meant that that's where the money is. I know a lot of financial professionals, real estate agents, insurance salesmen, and corporate lawyers who are very bright and hardworking, but just shuffle money around all day instead of building things people will use, because that's the path of least resistance to a well-paying job. The financial industry in particular is filled with incredibly brilliant people who spend their days trying to figure out how to outsmart each other, the government, and the public at large instead of inventing things that make peoples' lives better. Wall Street could easily support another dozen Googles or so, but rather than organize the world's information, they prefer to use it to siphon off the world's money.
  - bilbo0s 17y ago
    I think what @lvecsey meant was that many Americans have jobs that exist only because of the liquidity in the financial markets. That is, without access to credit, or resources from investors, many companies in the US would not be able to pay their employees. So what he is really asking, I assume, is whether or not the debt or investment resources were being well spent on those positions? My honest answer would be I don't know. That said, the double whammy that we take on a lot of jobs is pretty interesting. Clearly a non trivial number of Americans have jobs that are net losses for them individually, since they use credit card debt to get by, and net losses for the larger economy since access to credit provided by the financial markets is the only thing that makes their paychecks clear. It makes you wonder, if access to credit were to dry up tomorrow, what would that look like? Who would still have a job? I don't know, it's just interesting brainstorm material.
- anigbrowl 17y ago
  Could you define what you mean by 'benefit/drag'? It sounds like you're suggesting that many jobs were at companies with externalities that ultimately cost the economy more than the revenues generated, but that seems a very broad characterization. Output is still down on a year ago, so it's not like productivity has gone up and all those jobs were examples of inefficiency.
- lallysingh 17y ago
  There was a NY times post here a little while ago showing the current unemployment rate broken down by age, gender, race, and education. Unsurprisingly, the difference in education was enormous. It's not too large a logical jump to say that some of the existing unskilled jobs were waiting for automated replacement. Well, that's one of two options I'm pondering. The other is that the economy's split into a very literate, "wired", and economically-stable educated class, and a second "unwired" and economically-unstable class. I don't want to say illiterate as much as doesn't-read-terribly-much: television news, product information from salespeople, etc. People who phone or walk in for customer service, use cash and other forms of nonelectronic payment, shop nearly exclusively at brick-and-mortar stores, etc. Essentially, an entire, nearly-closed economy of people who both want human interaction for business and work as the human actors for the businesses that hire them. If we look at the economy through this dichotomy, it appears only one of the two fell.
  - jsm386 17y ago
    That's the direct link: http://www.nytimes.com/interactive/2009/11/06/business/economy/unemployment-lines.html http://www.nytimes.com/interactive/2009/11/06/business/econo...
  - anigbrowl 17y ago
    You make a very good point. I am often surprised when reading non-tech discussion boards about just how many people are still on dialup, or dislike ATM/debit cards, and so on. A lot of these people are distinctly hostile to new technology, feeling variously that it steals jobs or employs planned obsolescence to make them spend more. While I think their worldview is fundamentally flawed, there are a lot of them, they're increasingly angry, and they vote. Just because they're on the internet doesn't mean they have the same kind of enthusiasm for technical progress that we do, far from it.
  - slyn 17y ago
    I don't think the unemployment divide has much to do with technology. Imagine that the economy of every country in the world is a lake. The depth of the hole in which the water resides is roughly proportional to the population of a country, and the amount of water inside the hole is roughly proportional to the average persons quality of life in that country. America has a relatively high water mark compared to the rest of the world. When America opened trade with China, we essentially dug a hole between our lake and their lake. Because China's lake has such a low water mark, water from our lake (jobs basically) will flow to their lake until their lake and our lake are roughly at equilibrium. Same goes for India and the rest of the world we trade with globally. The lowest water (lowest paying, lowest education req jobs) flows over first, which is why lots of the manufacturing and call center type jobs went overseas first. The current downturn was likely caused by things not related to this flow, but as the recession makes its way through the economy it increases the flow as companies look for ways to cut costs. I would further the analogy but I don't really have time. End result is: More education = less likely to lose your job. What sector of the economy you are in has little to do with your actual job security.
- teeja 17y ago
  When you've become dependent on cheap foreign labor to produce what we need, then you have to get creative to employ hundreds of millions of Americans. So: maybe its partly because we 'like a good deal' (more crap, less quality) that more people aren't doing the productive work Americans did before we became a 'service' economy. Can't have it both ways.
danteembermage 17y ago
What's so great about the Dakotas? My guess is that there is a higher fraction of agriculture/rancher/self employed that simply scale back employment rather than the binary in or out of a job. "My small business is not doing very well" won't likely show up in unemployment statistics.
- nandemo 17y ago
  Perhaps unemployed Dakotans have been moving elsewhere?
- teeja 17y ago
  More of the people in those states are employed doing the things that have to get done every day ... wait the tables, make the beds, feed the cows. Jobs that don't go away but also don't enrich. With pockets of exception, they don't have nearly as many technical or research or development or education or arts or entertainment jobs ... and those they have got usually couldn't pay any less. "Perpetual misery" might be a caustic, but appropriate, description. (Spent much of my life in them.)
err0 17y ago
This paints a pretty stark picture. Has any else noticed an increase in unsolicited calls from head hunters and job offers? I am wondering if it's me or a leading indicator?
- andreyf 17y ago
  I have - e-mails more than calls, but still.
- onewland 17y ago
  Yeah, a lot of it looks scammy to me.
- potatolicious 17y ago
  A good friend of mine is still looking for a job after graduating from college - and he's been suckered into scammy pyramid scheme interviews already. Seems like the vermin come out to play when the economy is bad. Funny/sad part is that he got this lead from a posting on my college's alumni jobs system.
japherwocky 17y ago
On behalf of my fellow Michiganders, I'd like to say, "Welcome".
cyen 17y ago
not as detailed, but another timelapse flash visualization over a longer period of time - http://tipstrategies.com/archive/geography-of-jobs/ http://tipstrategies.com/archive/geography-of-jobs/
zandorg 17y ago
What a mess!
deleted 17y ago
[deleted]
- anigbrowl 17y ago
  Bureau of labor statistics, at the bottom - which is what I think you're asking for. If you meant the actual county maps, they're from the USGS and you can get digital versions here: http://www.nationalatlas.gov/mld/countyp.html http://www.nationalatlas.gov/mld/countyp.html
Confusion 17y ago
I don't think this animation adds anything to out understanding of what has been happening: unemployment has increased everywhere, with about the same amount.
jsm386 17y ago
It is really interesting to watch how things were concentrated for the first 6 to 7 months of the recession, and then we fell off the cliff last fall. This chart is another great way of seeing how that happened: http://4.bp.blogspot.com/_pMscxxELHEg/SsXzzDSUSqI/AAAAAAAAGfM/PWX-2daRZ0w/s1600-h/EmploymentJobLossesRecessions.jpg http://4.bp.blogspot.com/_pMscxxELHEg/SsXzzDSUSqI/AAAAAAAAGf... (via http://www.calculatedriskblog.com/2009/10/october-economic-summary-in-graphs.html http://www.calculatedriskblog.com/2009/10/october-economic-s...)
blahedo 17y ago
A beautiful illustration of the extent to which choice and distribution of colour influences the interpretation of a graphic. The ominous rushing-in of the doom-and-gloom purples and greys was just about terrifying (ok, I exaggerate a little). Would this animation have had the same effect if scaled from e.g. blue to yellow?
- nostrademons 17y ago
  Actually, yes. It'd just look like the country is on fire then. There've been similar charts (mostly for foreclosure rates or house prices, and for obesity) that use red->purple, green->red, and all other sorts of color combinations, and they all look similarly ominous. The units are the real issue here. If they'd set the top bracket at 20%, this chart would be ho-hum. You'd have some splashes of color in Detroit, the Rust Belt, and Central California, and most of the country would be a moderate yellow or orange.
- wheels 17y ago
  I think more to the point was that they used basically the full color spectrum to cover a few percentage points. It wouldn't have been nearly as dramatic if the color spectrum were mapped to the 0-100% range. The country really changes colors radically from national unemployment at 5% vs. 8%.
- messel 17y ago
  I was thinking the same thing as I watched. Then I realized that the limits were pretty reasonable given unemployment dynamics. Deeply interesting nonetheless. Is there some expectation of recovery hidden within the spatial graph?
Jupe 17y ago
I know what I'll be thankful for this Thanks Giving - very unfortunate to see the extent of the economic blight so graphically. Did we jump from 8.5 in September to 10.2 in October? That seems excessive.
giardini 17y ago
Time to saddle up and head for Nebraska!
Hume 17y ago
Was this done with R?

134 points by adamhowell 17y ago

DTrejo 17y ago

I misread 10% as 100%, oops.

cracell 17y ago

That was terrifying.

lvecsey 17y ago

Did we really need those jobs in the first place? I don't mean whether each individual was benefiting from the income from his or her job. Collectively, were the jobs a net benefit or drag on the rest of us?

japherwocky 17y ago
well.. without jobs people can't pay for water/food/shelter, so yeah.. we need those jobs. Unless you want to throw in on the heating bill?
- philwelch 17y ago
  Without an income people can't pay for their living expenses. However, that doesn't mean the work those people are performing for that income is actually necessary to anyone else. The question is: through easy and cheap credit, was the economy paying a bunch of paychecks to some people in exchange for unnecessary labor? If I hire a guy to dig a hole in the morning and fill up the hole in the afternoon, the guy I hired very well may need his job, but his job isn't anything anyone needs done. When my line of credit runs out, I'm going to lay that guy off. The question is: how much of the economy pre-recession consisted of people getting paid for more convoluted but equally unproductive labor? Perhaps a better metaphor: if I hire a guy to do all my long division, when my line of credit runs out, I'm going to lay that guy off and buy a calculator. How much of the economy consisted of (often unionized) long-dividers running their employers into bankruptcy until their employers had to buy calculators? An economy has to produce wealth to survive, not just distribute it to people in exchange for mere effort.
  - kiba 17y ago
    Your comment made me recalled a quote of Frederic Bastiat. "But if, on the other hand, you come to the conclusion, as is too often the case, that it is a good thing to break windows, that it causes money to circulate, and that the encouragement of industry in general will be the result of it, you will oblige me to call out, "Stop there! Your theory is confined to that which is seen; it takes no account of that which is not seen." It is not seen that as our shopkeeper has spent six francs upon one thing, he cannot spend them upon another. It is not seen that if he had not had a window to replace, he would, perhaps, have replaced his old shoes, or added another book to his library. In short, he would have employed his six francs in some way which this accident has prevented. Let us take a view of industry in general, as affected by this circumstance. The window being broken, the glazier's trade is encouraged to the amount of six francs: this is that which is seen. If the window had not been broken, the shoemaker's trade (or some other) would have been encouraged to the amount of six francs: this is that which is not seen." - Frederic Bastiat
bumblebird 17y ago
Sounds very much like a "everyone for themselves" attitude to me. Which seems to be one of the bad things about the US.
- randallsquared 17y ago
  Not at all. If those jobs were a net loss (and I have no idea about that), then finding something for those people to do which benefits everyone more is a win, both for "us" and "them".
  - bumblebird 17y ago
    Sure but thats an unattainable dream. Some people are always a drain on society. Either you leave them to die, or you give them a hand.
    - nostrademons 17y ago
      I think there are a large number of people who are not necessarily a drain on society, but have taken positions that aren't tangibly productive because easy credit has meant that that's where the money is. I know a lot of financial professionals, real estate agents, insurance salesmen, and corporate lawyers who are very bright and hardworking, but just shuffle money around all day instead of building things people will use, because that's the path of least resistance to a well-paying job. The financial industry in particular is filled with incredibly brilliant people who spend their days trying to figure out how to outsmart each other, the government, and the public at large instead of inventing things that make peoples' lives better. Wall Street could easily support another dozen Googles or so, but rather than organize the world's information, they prefer to use it to siphon off the world's money.
- bilbo0s 17y ago
  I think what @lvecsey meant was that many Americans have jobs that exist only because of the liquidity in the financial markets. That is, without access to credit, or resources from investors, many companies in the US would not be able to pay their employees. So what he is really asking, I assume, is whether or not the debt or investment resources were being well spent on those positions? My honest answer would be I don't know. That said, the double whammy that we take on a lot of jobs is pretty interesting. Clearly a non trivial number of Americans have jobs that are net losses for them individually, since they use credit card debt to get by, and net losses for the larger economy since access to credit provided by the financial markets is the only thing that makes their paychecks clear. It makes you wonder, if access to credit were to dry up tomorrow, what would that look like? Who would still have a job? I don't know, it's just interesting brainstorm material.
anigbrowl 17y ago
Could you define what you mean by 'benefit/drag'? It sounds like you're suggesting that many jobs were at companies with externalities that ultimately cost the economy more than the revenues generated, but that seems a very broad characterization. Output is still down on a year ago, so it's not like productivity has gone up and all those jobs were examples of inefficiency.
lallysingh 17y ago
There was a NY times post here a little while ago showing the current unemployment rate broken down by age, gender, race, and education. Unsurprisingly, the difference in education was enormous. It's not too large a logical jump to say that some of the existing unskilled jobs were waiting for automated replacement. Well, that's one of two options I'm pondering. The other is that the economy's split into a very literate, "wired", and economically-stable educated class, and a second "unwired" and economically-unstable class. I don't want to say illiterate as much as doesn't-read-terribly-much: television news, product information from salespeople, etc. People who phone or walk in for customer service, use cash and other forms of nonelectronic payment, shop nearly exclusively at brick-and-mortar stores, etc. Essentially, an entire, nearly-closed economy of people who both want human interaction for business and work as the human actors for the businesses that hire them. If we look at the economy through this dichotomy, it appears only one of the two fell.
- jsm386 17y ago
  That's the direct link: http://www.nytimes.com/interactive/2009/11/06/business/economy/unemployment-lines.html http://www.nytimes.com/interactive/2009/11/06/business/econo...
- anigbrowl 17y ago
  You make a very good point. I am often surprised when reading non-tech discussion boards about just how many people are still on dialup, or dislike ATM/debit cards, and so on. A lot of these people are distinctly hostile to new technology, feeling variously that it steals jobs or employs planned obsolescence to make them spend more. While I think their worldview is fundamentally flawed, there are a lot of them, they're increasingly angry, and they vote. Just because they're on the internet doesn't mean they have the same kind of enthusiasm for technical progress that we do, far from it.
- slyn 17y ago
  I don't think the unemployment divide has much to do with technology. Imagine that the economy of every country in the world is a lake. The depth of the hole in which the water resides is roughly proportional to the population of a country, and the amount of water inside the hole is roughly proportional to the average persons quality of life in that country. America has a relatively high water mark compared to the rest of the world. When America opened trade with China, we essentially dug a hole between our lake and their lake. Because China's lake has such a low water mark, water from our lake (jobs basically) will flow to their lake until their lake and our lake are roughly at equilibrium. Same goes for India and the rest of the world we trade with globally. The lowest water (lowest paying, lowest education req jobs) flows over first, which is why lots of the manufacturing and call center type jobs went overseas first. The current downturn was likely caused by things not related to this flow, but as the recession makes its way through the economy it increases the flow as companies look for ways to cut costs. I would further the analogy but I don't really have time. End result is: More education = less likely to lose your job. What sector of the economy you are in has little to do with your actual job security.
teeja 17y ago
When you've become dependent on cheap foreign labor to produce what we need, then you have to get creative to employ hundreds of millions of Americans. So: maybe its partly because we 'like a good deal' (more crap, less quality) that more people aren't doing the productive work Americans did before we became a 'service' economy. Can't have it both ways.

danteembermage 17y ago

What's so great about the Dakotas? My guess is that there is a higher fraction of agriculture/rancher/self employed that simply scale back employment rather than the binary in or out of a job. "My small business is not doing very well" won't likely show up in unemployment statistics.

nandemo 17y ago
Perhaps unemployed Dakotans have been moving elsewhere?
teeja 17y ago
More of the people in those states are employed doing the things that have to get done every day ... wait the tables, make the beds, feed the cows. Jobs that don't go away but also don't enrich. With pockets of exception, they don't have nearly as many technical or research or development or education or arts or entertainment jobs ... and those they have got usually couldn't pay any less. "Perpetual misery" might be a caustic, but appropriate, description. (Spent much of my life in them.)

err0 17y ago

This paints a pretty stark picture. Has any else noticed an increase in unsolicited calls from head hunters and job offers? I am wondering if it's me or a leading indicator?

andreyf 17y ago
I have - e-mails more than calls, but still.
onewland 17y ago
Yeah, a lot of it looks scammy to me.
potatolicious 17y ago
A good friend of mine is still looking for a job after graduating from college - and he's been suckered into scammy pyramid scheme interviews already. Seems like the vermin come out to play when the economy is bad. Funny/sad part is that he got this lead from a posting on my college's alumni jobs system.

japherwocky 17y ago

On behalf of my fellow Michiganders, I'd like to say, "Welcome".

cyen 17y ago

not as detailed, but another timelapse flash visualization over a longer period of time - http://tipstrategies.com/archive/geography-of-jobs/ http://tipstrategies.com/archive/geography-of-jobs/

zandorg 17y ago

What a mess!

deleted 17y ago

[deleted]

anigbrowl 17y ago
Bureau of labor statistics, at the bottom - which is what I think you're asking for. If you meant the actual county maps, they're from the USGS and you can get digital versions here: http://www.nationalatlas.gov/mld/countyp.html http://www.nationalatlas.gov/mld/countyp.html

Confusion 17y ago

I don't think this animation adds anything to out understanding of what has been happening: unemployment has increased everywhere, with about the same amount.

jsm386 17y ago

It is really interesting to watch how things were concentrated for the first 6 to 7 months of the recession, and then we fell off the cliff last fall. This chart is another great way of seeing how that happened: http://4.bp.blogspot.com/_pMscxxELHEg/SsXzzDSUSqI/AAAAAAAAGfM/PWX-2daRZ0w/s1600-h/EmploymentJobLossesRecessions.jpg http://4.bp.blogspot.com/_pMscxxELHEg/SsXzzDSUSqI/AAAAAAAAGf... (via http://www.calculatedriskblog.com/2009/10/october-economic-summary-in-graphs.html http://www.calculatedriskblog.com/2009/10/october-economic-s...)

blahedo 17y ago

A beautiful illustration of the extent to which choice and distribution of colour influences the interpretation of a graphic. The ominous rushing-in of the doom-and-gloom purples and greys was just about terrifying (ok, I exaggerate a little). Would this animation have had the same effect if scaled from e.g. blue to yellow?

nostrademons 17y ago
Actually, yes. It'd just look like the country is on fire then. There've been similar charts (mostly for foreclosure rates or house prices, and for obesity) that use red->purple, green->red, and all other sorts of color combinations, and they all look similarly ominous. The units are the real issue here. If they'd set the top bracket at 20%, this chart would be ho-hum. You'd have some splashes of color in Detroit, the Rust Belt, and Central California, and most of the country would be a moderate yellow or orange.
wheels 17y ago
I think more to the point was that they used basically the full color spectrum to cover a few percentage points. It wouldn't have been nearly as dramatic if the color spectrum were mapped to the 0-100% range. The country really changes colors radically from national unemployment at 5% vs. 8%.
messel 17y ago
I was thinking the same thing as I watched. Then I realized that the limits were pretty reasonable given unemployment dynamics. Deeply interesting nonetheless. Is there some expectation of recovery hidden within the spatial graph?

Jupe 17y ago

I know what I'll be thankful for this Thanks Giving - very unfortunate to see the extent of the economic blight so graphically. Did we jump from 8.5 in September to 10.2 in October? That seems excessive.

giardini 17y ago

Time to saddle up and head for Nebraska!

Hume 17y ago

Was this done with R?