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Homicides in city jump 50%, other crimes stable - why?

Wild discrepancy between two sets of crime data released by the Boston Police Department.

Two weeks before year-end, Boston has seen a leveling or drop in most major crime categories throughout each neighborhood, when comparing 2010 to 2009 year to date figures.

What's disturbing is that the homicide level in the city has exploded more than 50%, rising from 46 to 73 murders, thus far.

Murders in Area A (West End, Charlestown, Downtown, East Boston) and Area D (South End, Back Bay, Fenway, Allston/Brighton) dropped but homicides in Area B and Area E have more than doubled while Area C has increased by 50%.

E-13 (Jamaica Plain) and B-3 (Mattapan / North Dorchester) are the hardest-hit districts.

Why would this discrepancy exist?

Boston Crime 01/01/2010-12/13/2010

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Comments

And likely related, is the separate chart showing an increase in shootings.

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IMAGE(http://i279.photobucket.com/albums/kk143/nfsagan/BPD-gun-violence.jpg)

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Firearm homicides almost double (+72%) while non-fatal shooting remain roughly the same (+5%).

It tells me there is not a big increase general gun violence (+16%) just big increase successful (intentional?) homicide with a firearm.

To conform that we'd need stats on total gun discharges by year including those that did not strike a person but were reasonable intended to.

Remember, guns don't kill, which is to say guns didn't kill 200 people strike by bullets this year in Boston, they killed only 57 of the people struck by bullets in Boston this year. 57... that reminds me of a delicious steak sauce.

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-read it was an increase in drug and gang activity. Is that surprising or shocking in this country at this time?

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Perhaps the department is juking the stats? If lesser crimes are ignored or misreported, it's likely nobody would notice but murders attract to much public scrutiny to be reported incorrectly.

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As they said on The Wire you can talk a lot of other charges down or even away but you can't make a body disappear

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stop watching TV for you law and police advice, thnx!

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The Wire kept it pretty real. Maybe you should watch it.

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"Making robberies into larcenies, making rapes disappear. You juke the stats, and major become colonels. I’ve been here before."

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A good statistics class would have been helpful. First, yo;u have the problem of small sample size. Homicides are relatively rare, so fluctuations of fairly small absolute numbers give wide swings in percent change. Said another way, you would expect there to be more variation in the number of murders in Boston than that seen in the entire country.

In the same way, it would not be surprising to flip a coin ten times and get seven heads, but it would be very rare to flip the same coin 100 times and get 70 heads. With the larger sample size, you expect the results to more closely approximate the expected value of half heads, half tails.

Before you ask why the increase is 'so large,' you need to ask 'what is the normal variation from year to year. Is there something about the nature of murder that would cause you to expect to see virtually the same numbers every year? In fact, there is no 'natural' murder rate. Murder is a rare crime, with no single cause. As the many possible interacting causes vary from year to year, so does the number of murders. A significant number of murders happen for no good reason at all - hardly the stuff of regular year-to-year results.

Find yourself a list of Boston murders over the last 20 years, and see how much it varies from year to year. I think you'll see that it regularly jumps by tens - up and down - with little or no rhyme or reason. The truth is, you're looking for a cause when there is no real phenomenon to study. The answer is It's just one of those things. If there were 300 murders next year, or 3, then you'd have something to talk about.

Regarding the comparison of homicides with other crimes - that's another matter. Police departments and cities have been known to fudge crime statistics. They can reclassify crimes like robbery or assault out of existence by redefining them. Murder, on the other hand, is murder. You can't change it to 'Person removed from the living.' There are few enough that they all get reported in the media, and they must be reported to the FBI, so there's no fudging them. Things like this have happened in the past in Boston. Whether it happens now, I have no idea.

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The knowledge of numbers of homicides in Boston was assumed.

I recommend you do some research then come back to add something relevant to the conversation.

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This is basic probability. If you aced stats, you didn't learn anything. You are a dumbass.

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at least the comments verify that the majority of people on here get all their knowledge of urban crime from "The Wire" and post analyses of hood crime from their computers in the suburbs

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Absolutely correct. Hipsters having a criminal justice discussion is very amusing. They will demand more aggressive police action to stem the violence and then decry the police for their over racial profiling or heavy handedness.

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Hipster? I love how every retarded comment on this website contains the word "hipster".

Whit

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or suburb.....

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To put the words "Jason Mraz" and "hipster" anywhere close to each other. Frankly, I like the crime stats. It keeps the suburbanites nice and scared and keeps them the hell out of my bakery when I get coffee in the morning. I wouldn't worry too much about encroaching suburbs, Bostonians, Cantabridgians and other residents east of 128: If their glacial movement in our places of commerce and tourist areas are any indication, they won't close in on us for a few generations.

"Little boxes on the hillside, little boxes made of ticky-tacky, little boxes on the hillside, little boxes all the same..."

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Is hipster the new race baiting? Your comment adds nothing.

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Race baiting is encouraged on this site, but hipster baiting is strictly forbiden.

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I can't stand unsubstantiated "the people who do X are the people who also do Y" arguments.

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Here's data I pulled from sources on the Internet. Cannot vouch for accuracy but seem to be correct.

1990 153
1991 116
1992 76
1993 99
1994 85
1995 98
1996 61
1997 43
1998 35
1999 31
2000 39
2001 66
2002 60
2003 39
2004 64
2005 73
2006 75
2007 66
2008 63
2009 49
2010 73

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So tell us what those data tell you, stat-man.

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I don't know why this conversation would veer off the simple question that was posited: Is there any relationship between major crimes and homicides? The numbers appear to suggest there is none, which I think to a lot of people would seem illogical and contrary to common thought.

That major crimes have remained flat throughout much of the city would also surprise a lot of people who believe crime has gotten out of control. I'm reminded of the guy on twitter who exclaimed, "Has it EVER been this bad in BOSTON??!"

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At least not those part 1 crimes which are labeled as "major" crime.

First there is rape, which if you mapped that out, would be a very random set of events all across the city with all sorts of races and backgrounds among victims and offenders.

Then there are car thefts. Car thefts simply aren't what they used to be. I'd say a very small percentage of these crimes are done by gangs who also murder, and another small percentage are those who would steal and joyride a car anytime they saw someone leave their keys in it and run into the store. The majority of them are done by those who have a particular fence for stolen car parts. They are sometimes gang related but more often than not are non violent people.

The majority of burglaries are done by people addicted to crack, heroin or meth who need quick cash. They are not gang bangers, but are probably influenced by some of the drug trade that gang bangers participate in. Other than that you will see a large amount of these burglaries done by a smaller group of people (ie one year one person might commit 200 house breaks, when that person goes to jail, those 200 house breaks simply wont happen, and unless another junkie fills that role, the number might go up or down). Either way, B&Es are usually drug related.

Larceny is so broad that it would be difficult to tie to any sort of murder rate. Since this crime includes shoplifting, it would be interesting to see how many non-shoplifting crimes are involved. Shoplifting is also another crime heavily influcenced by drug use.

Robbery is another crime that is done by drug users, but off the top of my head, I'm trying to think what the percentage of these would be in terms of gang use. The gangbanger is surely going to hold up and rob a gas station, or punch some old man late at night and take his wallet, but there is also a large amount of druggies who snatch bags as well.

I'm not exactly sure what categorizes an "aggravated assault" though, so I'm not so sure how that would reflect on the murder rate. If it includes domestic assaults or drunken street fights, then it probably would have less of an impact on a murder rate than if it simply included only shootings that missed, or other gang related assaults.

And I'm not a stat man myself, but the murder rate is looked at in different terms than a larceny would be since it is so serious. Wouldn't we do the same for a category of "terrorist attacks"?

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Assuming a population of 500,000 each year (it seemed to vary between 570,000 and 590,000 in the years you mention), then the percentage of Boston residents each year who got homicided was:

1990 0.03%
1991 0.02%
1992 0.02%
1993 0.02%
1994 0.02%
1995 0.02%
1996 0.01%
1997 0.01%
1998 0.01%
1999 0.01%
2000 0.01%
2001 0.01%
2002 0.01%
2003 0.01%
2004 0.01%
2005 0.01%
2006 0.02%
2007 0.01%
2008 0.01%
2009 0.01%
2010 0.01%

So in other words, no statistically significant change.

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with a sample size of 500,000 and a good Cox Proportional Hazards model, there actually may be a significant difference between 0.03 and 0.01% provided there is an adequate correlation to an explanatory variable and bias is properly but not overly controlled.

Many air pollution studies operate on sample sizes that large or larger, and have adequate power to detect differences of that magnitude.

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That's not the difference that's causing all the ruckus. JAK's comment that started the thread relates not to a significant drop from the early nineties to the late nineties but to the significance of the difference between 49 and 73 in 2009 vs 2010. Got any geekitude left for that? Does the blip justify a "Murder up by 50%!" headline, or is it in line with normal random variation for a sample that small?

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I'm looking at all the numbers where it's the same every year.

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As with any statistics, you can look at them any way you wish. You can make the numbers as miniscule as you'd like, but it's how the numbers look relative to each other that's important. Even if you used some other base that made 1990 look like .000000000000000003, if that number is 10 times some other number, that's significant.

The murder rate in 1990 was almost 5 times the rate in '99 (31 vs. 153) - I would call that significant. Do you really think you can ignore that given a fairly constant population?

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It's generally not appropriate use of statistics to say that a doubling of an insignificant number is suddenly significant. If I'm one gram overweight, and then a few months later I'm 100 grams overweight, I should freak out and go to the nutritionist, right? After all, the amount that I'm overweight increased one hundredfold.

Oh wait, but if you look at the whole picture, that's like going from 140.002 pounds to 140.22 pounds when the chart says I should weigh 140 pounds. Does any of this matter in the least? Of course not. I could gain 1000 grams (a THOUSANDFOLD increase in how overweight I am!) and be 142.21 pounds, and still, any sensible person would round this to saying that I'm still not overweight for any practical purpose.

So you could just as easily round and say that pretty much no one gets homicided in Boston ever.

(And no, I'm not suggesting this, because each life is significant, but just pointing out that it's about as logical as freaking the fuck out that the amount has "doubled" as if we've gone from 20% of our people being killed per year to 40%.)

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It's generally not appropriate use of statistics to say that a doubling of an insignificant number is suddenly significant.

You're assuming that .03% is insignificant, and I'm not so sure about that.

It's a matter of deciding if a murder rate of .03% is significant or not. You seem to think it isn't because in absolute terms, it's a small number. Others may disagree because they see the variance from a norm.

A key ingredient to measurement is the accuracy of of the measurement. If the tool you're measuring with is only accurate to an eigth of an inch or to the ounce or decree celsius, then the significance of any stats is based on this accuracy. The murder rate is exact, there is no error, so the comparison of 31 to 153 could be valid.

Talk about thread drift..... ;-)

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There's a difference between the sense of importance or relevance that is the common definition of significance and the probability that a trend is not caused by random variation which is the statistical definition of significance.

I'm sure each and every murder in 2010 is meaningful to the family of the deceased. That doesn't mean that the fact there were 73 murders in 2010 vs 49 murders in 2009 does not represent a random variation in the distribution of murders.

Between 1996 and 2010 we're looking at a mean of 56 with a standard deviation of 15. I'm not going to embarrass myself by saying there's a 74% chance we should reject the null hypothesis or some such.

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