II. How I calculate
A. Crime (50% of rating, or 1/3 if you include cost of living)
Half of my rating is based on grades for three indicia of crime: (1)
murder rates, (2) robbery rates and (3) burglary rates (all for 2006). I picked burglary because it is the most
serious property crime, robbery because robbery, to a much greater extent than any other violent crime, typically involves
strangers (and is therefore evidence of the extent of random violent crime), and murder because murders are more frequently
reported to the police than any other crime. Crime statistics are based on FBI crime statistics at www.fbi.gov
B. Transportation (50% of rating, or 1/3 if you include cost of living)
I use three statistics to calcluate the ease of pedestrian/transit commuting:
1. % of workers using transit as a % of poverty rate (from
the 2000 Census). Why is poverty a factor? Because I don't want to give high grades to places where people use transit because
they are too poor to own cars. So if 10% of commuters in your city use transit, and the city has a 25% poverty rate, your
transit/poverty ratio is 40% (which as explained below equals a C-).
2. total transit market share (since if I only use (1) it leads to
absurd results in dealing with low-poverty suburbs, e.g. if a suburb has 1% transit use and 1% poverty).
3. % of commuters walking to work. This factor captures not only
the walkability of a city, but also the health of its downtown, since most suburban business districts are not particularly
walkable. Also, using this statistic allows my ratings to reflect the virtues of small towns (which tend to have no public
transit but are too small to need very much of it, and which therefore have lots of walkers)
(1), (2) and (3) are based on the 2000 census, which you can find at www.census.gov
I then assign letter grades as follows:
Murder: 0=A, up to 2.5 per 100,000 residents = A minus, 2.5-5 = B plus,
5-10 = B, 10-15= B minus, 15-20 = C plus, 20-25 = C, 25-30 = C-, 30-35= D+, 35-40 = D, 40-50 = D-, over 50 = F
Robbery: 0-50 per 100,000 people = A, 50-100 per 100,000 = A-, 100-200
= B plus, 200-300 = B, 300-400= B minus, 400-500 = C plus, 500-600 = C, 600-700 = C minus, 700-800 = D plus, 800-1000 = D,
1000-1100 = D minus, over 1100 = F
Burglary: under 400 per 100,000 = A, 400-600 = A-, 600-800= B+, 800-1000
= B, 1000-1200 = B-, 1200-1400 = C+, 1400-1600 = C, 1600-1800 = C-, 1800-2000 = D+, 2000-2200 = D, 2200-2400 = D-, over 2400
= F.
Transit market share as percent of poverty rate = under 5% of poverty rate
= F, 5-10% = D-, 10-20% = D, 20-33% = D+, 33-50% = C-, 50-75% = C, 75-100% = C+, 100-125% = B-, 125-175% = B, 175-200% = B+,
200%-250%=A-, over 250% -A.
Transit market share, period = under 1% = F, 1-3%= D-, 3-7%= D, 7-10% =
D+, 10-14%= C-, 14-17% = C, 17-20%= C+, 20-25% = B-, 25-30% = B, 30-40% = B+, 40-50% = A-, 50 or over = A.
Percent of commuters walking to work: under 1% = F, 1-2% = D-, 2-3% = D,
3-4% = D+-, 4-5% = C-, 5-6%= C, 6-7% = C+, 7-8% = B-, 8-10%= B, 10-11%=B+, 11-12%=A-, 12% or over = A.
Then I average the grades (assuming as follows: F= 55, D- = 62, D = 65,
D plus = 68, etc. up to A, which is 95). All grades are rounded up or down to the nearest point.
One caveat: cities that have annexed a lot of suburban territory (e.g.
Phoenix) have lower than average crime rates and lower than average transit use, because suburbs tend to have less of both.
Also, there are a couple of types of cities that I have tried to avoid rating: poor
satellite cities (e.g. Newark, NJ) because I suspect if there are criminals there, they are committing a lot of crimes in
other jurisdictions, thus making such places seem safer than they really are. (Newark has a high murder rate but a low rate
of other crimes, which does not smell right to me).
C. Cost of living (1/3 if you count it)
I have huge reservations about rating cities on cost of living, for a few reasons.
First, I can't find good statistics on cities, so I have to use statistics for metro areas as a whole (most of which are suburban).
So the statistics aren't that accurate; often, cities will be either much less expensive or much more expensive than their
suburbs. Second, regional cost of living statistics give an unfair advantage to more dangerous cities, since they include
dangerous neighborhoods where no rational person would want to live. (Or to put it another way- if you threw out the bad
areas, a relatively dangerous city like Atlanta or Washington would seem much more expensive, but the impact on Portland,
Maine would be much more limited). Third, you get what you pay for- expensive cities are expensive because they are desirable
(e.g. more walkable and safer than other large cities). Having said that, a lot of readers have told me that they
want cost of living information.
So I am rating based on the National Association of Homebuilders' most recent (3rd
quarter 2007) housing cost statistics for metro areas, as follows:
1.5-1 (or lower) ratio between median home price and median family income = A+ (e.g.
if median family income is $50K, median home price is 75K or lower)
2-1 to 1.5-1: A
between 2.5-1 and 2-1: A-
between 3-1 and 2.5-1: B+
between 3.5-1 and 3-1: B
between 4-1 and 3.5-1: B-
between 4.5-1 and 4-1: C+
between 5-1 and 4.5-1: C
between 6-1 and 5-1: C-
between 7-1 and 6-1: D+
between 8-1 and 7-1: D
between 9-1 and 8-1: D-
over 9-1: F
D. What I didn't rate
I thought about trying to find some measure of the stress of living in
a city as big as NYC, but I decided not to because everyone has different tastes in this matter, and since I have never lived
anyplace bigger than DC I am not sure what mine are.
I decided climate was just too subjective to rate; I simply did not feel
comfortable rating the climate of anyplace I had not lived.
Economic climate varies from year to year to a much greater extent than
crime or auto dependency, so I decided not to rate that variable. (And frankly, if I have a job, I am not sure that
the economic strength of the region affects a place's day-to-day livability -- especially for people like myself, whose work
forces me to switch metropolitan areas when I switch jobs).
Cultural amenities tend to track size and transit use pretty well.
And besides, if you want to throw in added variables, all you need do is
take the rankings in the latest Rand McNally cities guide, assign letter grades to THEM, and presto! you have your own ratings
system that includes jobs, cost of living, etc.
III. The winners and losers
A. A brief summary
Without cost of living- The big winners were NYC (90.7), Boston (86), Ann Arbor (85.2) and San Francisco (85). No other city
scored over 83. Most of the other cities scoring over 80 were in the Northeast, with the exceptions of Chicago, Madison,
Seattle, Portland and Honolulu.
The losers were mostly in the South, with the exception of two crime-ridden Rust Belt cities (St. Louis and Detroit). The
worst major city, Birmingham, clocked in at 65.2, followed by Memphis (65.5), Detroit (66.1), St. Louis and Jackson (66.8).
Also worthy of dishonorable mention (in the 67-68 range) are Baton Rouge, Macon, and Little Rock.
With cost of living- Since people pay a premium for safety and walkability, cost of living upended the standings: prosperous
cities like NY and Boston nosedived, while less affluent Southern cities gained. But the winner was in neither category:
Ann Arbor clocked the competition at 86.7, with Pittsburgh and Madison a fairly distant second (84.5). Syracuse finished
a respectable fourth (83.8).
Similarly, cost of living upended the standings at the bottom as well: every city scoring below a 73 was either in California
or Florida, with Oakland (70.3) at the bottom, followed by Orlando (71.5), Miami (72.3), and Sacramento (72.4). These cities
were mediocre in other respects and dragged down by home prices.
B. The ratings themselves
(IN ORDER: murder rate/robbery rate/burglary rate
transit as % of poverty rate/transit market share/
% walk to work)
NORTHEAST:
Maine: Portland B+/B/B/D+/D/B 79.3 without cost of living
Cost of living B
With cost of living 81.2
New Hampshire- Manchester B+/B+/B+/D/D-/D 76 without cost of living
cost of living B
with cost of living 79
Concord A/A/A/D/D-/C- 80.2 (no cost of living data available)
Mass.- Boston B-/C+/B+/B/B+/A 86 w/o cost of living
cost of living C
Grade with cost of living 82.3
Springfield B/C+/C/D+/D/C 74.3 without cost of living
cost of living B+
with cost of living 78.8
Conn.- Hartford C+/C-/B/C/C+/C 77.2 w/o
cost of living
cost of living B+
with cost of living 80.8
RI- Providence B/B/B/D+/D+/A 81 w/o cost of living
cost of living B-
with cost of living 81.3
Md.- Baltimore D-/C-/B-/C+/C+/B- 75.7 w/o cost of living
cost of living B-
with cost of living 77.8
Delaware: Wilmington C-/D+/C+/C/C-/B- 74.5 without cost of living
cost of living B
with cost of living 78
DC- Washington C-/C-/B+/B/B+/A- 82.3 w/o cost of living
cost of living C+
with cost of living 80.8
New York-
Albany B/C+/B-/C/C-/B+ 80 without cost of living
Cost of living B+
With cost of living 82.7
New York City B/B/A//A-/A/A- 90.7 (No. 1 w/o cost of living)
Cost of living D-
with cost of living 81.2
Buffalo C-/C-/C/C-/C-/C 73 w/o cost of living
cost of living A
with cost of living 80.3
Rochester C/C-/C+/D+/D+/C+ 73.2
cost of living A
With cost of living 80.4
Syracuse B/B-/C+/D+/D+/B+ 78.2
cost of living A
with cost of living 83.8
Pa- Philadelphia C-/D+/B+/B-/B/B 80 w/o cost of living
Cost of living B-
with cost of living 80.7
Pittsburgh C+/C/B-/B-/B-/B 80.7 w/o cost of living
cost of living A-
with cost of living 84.5
Harrisburg C/D/C_/C-/D+/B 73.8 without cost of living
cost of living A-
with cost of living 79.8
SOUTH
Va- Virginia Beach B+/B+/A-/D/F/D 75.5 w/o cost of living
Cost of living B- (Since Va Bch and Norfolk are twin cities they are rated together
by NAHB)
With cost of living 77.7
Norfolk B-/C+/B+/D+/D/C+ 75.5 w/o cost of living
Cost of living B-
With cost of living 77.8
Richmond D/C/B-/C-/D+/C- 72.3 w/o cost of living
Cost of living B
With cost of living 76.3
NC- Charlotte B-/C+/D+/D+/D/D- 70.5 w/o cost of living
Cost of living B+
With cost of living 76.3
Greensboro B-/B-/C-/D-/D/D 71.3 without cost of living
cost of living A-
with cost of living 78.2
Winston-Salem B-/B-/D/D-/D/D 70.2 without cost of living
cost of living A-
with cost of living 77.5
Durham B/C+/C/D+/D/D+ 73.2 w/o cost of living
Cost of living B+
With cost of living 78
Raleigh B/B/B/D+/D-/D 75 w/o cost of living
Cost of living B
With cost of living 79.2
SC- Columbia B/B-/B-/D/D/A 79 w/o cost of living
(no cost of living statistics available)
Charleston C/B/B+/D/D/C+ 76 w/o cost of living
Cost of living B-
With cost of living 78
Alabama- Birmingham D-/C-/D/D/D-/D 65.2 (no cost of living
statistics available)
Mississippi- Jackson C/C/D/D-/D-/D- 66.8
no cost of living figures available
Louisiana: Baton Rouge C-/C+/D+/D-/D-/D+ 68.3
(no cost of living figures available)
Ga.- Atlanta C/C-/C/C/C/D+ 73.3 w/o cost of living
Cost of living B+ (NOTE: this is an example of the silliness of rating entire metro
areas; safe, close-in areas of Atlanta are much more expensive- but I work with the numbers I can find, not the numbers you'd
like to find...)
With cost of living 77.2
Athens-Clarke Cty B+/B+/B-/D-/D-/C- 76
no cost of living figures available
Macon B-/B-/F/D/D-/D 68.5 (no cost of living statistics available)
Florida- Jacksonville B-/B/C+/D-/D-/D- 72 w/o cost of living
Cost of living B
With cost of living 76.3
Miami C+/C/B-/C-/C-/D+ 74.5 w/o cost of living
Cost of living D+
With cost of living 72.3
Orlando C-/D+/C-/D+/D/D- 68.3 w/o cost of living
Cost of living C+
With cost of living 71.5
Gainesville B/B/C+/D/D/C 75.5 w/o cost of living
Cost of living B
With cost of living 78.7
Tallahassee B/B/C+/F/D-/D 70 without cost of living
Cost of living B+
76 with cost of living
Tampa B/B-/C+/D/D-/D 72.8 w/o cost of living
Cost of living B- (same for St. Petersburg because of twin cities relationship)
With cost of living 75.8
St. Petersburg B/B/C+/D+/D-/D 72.7
Cost of living B-
With cost of living 75.8
Kentucky- Lexington
B+/B+/B/D/D-/D+ 76 (no cost of living figures available)
Louisville/Jefferson County
B/B/B-/D+/D/D- 74.5 without cost of living
Cost of living A-
With cost of living 80.2
Tennessee- Knoxville B/B/C+/D-/D-/C- 74.2 without cost of living
Cost of living B+
With cost of living 78.8
Memphis C/D+/F/D/D/D- 65.5 without cost of living
Cost of living B+
With cost of living 72.7
Nashville B-/C+/B-/D/D-/D 72.7 (no cost of living statistics available)
Arkansas- Little Rock D+/C+/D/D+/D/D- 67.6 (no cost of living statistics available)
Texas- Austin B+/B+/B-/D+/D/D 76.5 w/o cost of living
Cost of living B+
With cost of living 80.2
Dallas C+/C/C-/D+/D/D- 70 w/o cost of living
Cost of living B+
With cost of living 76
Ft. Worth B/B/C/D-/D-/D- 72.5 w/o cost of living
Cost of living B+
With cost of living 78
Houston C+/C/C+/D+/D/D 71.5 w/o cost of living
Cost of living B
With cost of living 76
San Antonio B/B+/B-/D+/D/D 75.5 w/o cost of living
Cost of living B
With cost of living 78.7
MIDWEST
Ohio- Cincinnati C-/D+/D+/C-/C-/C 71.2 w/o cost of living
Cost of living A-
With cost of living 78.2
Cleveland C/D/D/C-/C-/C- 70.2 w/o cost of living
Cost of living A
With cost of living 78.5
Columbus B-/C+/D/D+/D/D+ 71 w/o cost of living
Cost of living A-
With cost of living 78
Toledo B-/C+/D-/D/D-/D 70 w/o cost of living
Cost of living A
With cost of living 78.3
Dayton C/C/D-/D+/D+/C 71.5 w/o cost of living
Cost of living A-
With cost of living 78.3
Ind.- Indianapolis C+/C+/C/D+/D-/D 71 w/o cost of living
Cost of living A
With cost of living 79
South Bend B-/C/D+/D/D-/D 69.5 w/o cost of living (no cost of living statistics available)
Ill- Chicago C+/C/B/B-/B/C 80 w/o cost of living
Cost of living B-
With cost of living 80.7
Michigan- Detroit D-/D/D/C-/D+/D= 66.1 w/o cost of living
Cost of living A
With cost of living 75.8
Ann Arbor A/A-/A-/C-/D/A 85.2 w/o cost of living
Cost of living B+
With cost of living 86.2
Lansing B/B/B-/D/D-/D 74 w/o cost of living
Cost of living A
With cost of living 81
Grand Rapids B-/B-/C+/D/D-/C- 73.5 w/o cost of living
Cost of living A-
With cost of living 79.7
Wisconsin- Milwaukee C+/C-/B/C-/C-/C- 75.7 w/o cost of living
Cost of living B+
With cost of living 81.2
Madison A-/B+/B+/C-/D+/B+ 82.7 without cost of living
cost of living B+
With cost of living 84.5
Minnesota- Minneapolis C+/D/C/C+/C/C+ 74.7 w/o cost of living
Cost of living B
With cost of living 78.2
St. Paul B/B-/C+/C/D+/C 77.2 w/o cost of living
Cost of living B (same as Mpls due to twin cities relationship)
With cost of living 79.7
Missouri- Kansas City C-/C+/C-/D+/D/D 71 w/o cost of living
No cost of living figures available
St. Louis D/D/F/C-/C-/C- 66.8 w/o cost of living
Cost of living A
With cost of living 75.2
Iowa- Des Moines B+/B+/B-/D/D-/D 75
no cost of living figures available
Kansas- Topeka B/B/C+/D/D-/D- 72.8
no cost of living figures available
Nebraska- Omaha B/B/B+/D/D-/D 75
no cost of living figures available
Lincoln A-/A-/B+/D/D-/D+ 77.8
no cost of living figures available
Oklahoma- Tulsa B-/B/C-/D-/D-/D 72 w/o cost of living
Cost of living B+
With cost of living 77.3
Oklahoma City- B-/B/C-/F/D-/D 70.2 w/o cost of living
Cost of living A-
With cost of living 78.8
THE WEST
Colorado- Denver B/B/B-/C/D+/C- 77.8 w/o cost of living
Cost of living B
With cost of living 80.2
NM- Albuquerque- B/B/C+/D/D-/D 73.3 w/o cost of living
Cost of living B-
With cost of living 76.2
Idaho- Boise B+/A-/A-/D/D-/D 77.3 w/o cost of living
Cost of living C+
With cost of living 77.5
Utah- Salt Lake City B+/B/C+/C-/D/C- 76.5 w/o cost of living
Cost of living C+
With cost of living 77
Provo A-/A/A-/D-/D-/A 83 w/o cost of living
Cost of living C-
With cost of living 79.3
Arizona- Phoenix C+/B/B-/D+/D/D 73.8 w/o cost of living
Cost of living C+
With cost of living 75.2
Tempe B+/B/B-/D+/D/C- 76.7 without cost of living (part of Phoenix metro area, so cost of living same as Phoenix, which means
overall score w/cost of living is 77.2)
Tuscon B/B-/B/D/D/D+ 75 w/o cost of living
Cost of living C+
With cost of living 76
Washington- Seattle B/B/C+/B-/C+/B- 81.7 w/o cost of living
Cost of living C
With cost of living 78.5
Spokane B/B+/B-/D+/D/D+ 75.7 w/o cost of living
Cost of living B
With cost of living 78.7
Oregon- Portland B+/B/B-/C+/C-/C 80 w/o cost of living
Cost of living C+
With cost of living 79.3
Eugene A-/B+/B-/D+/D/C+ 78.8 w/o cost of living
Cost of living C+
With cost of living 78.5
4>Salem B/A-/B+/D+/D/D+ 77.6 w/o cost of living
Cost of living B-
With cost of living 79.1
Neveda- Las Vegas B-/C+/B-/C-/D/D 74 w/o cost of living
Cost of living C+
With cost of living 75.3
California- Fresno B-/B/B/D-/D-/D 73.5 w/o cost of living
Cost of living C-
With cost of living 73
Los Angeles B-/B-/B+/C-/C/D+ 78.5 w/o cost of living
Cost of living D-
With cost of living 73
Oakland D/D/C+/C+/C+//D+ 72 w/o cost of living
Cost of living D+
With cost of living 70.3
Sacramento B-/C+/C+/D+/D/D 72.7 w/o cost of living
Cost of living C-
With cost of living 72.4
San Diego B+/B+/B+/D+/D/D+ 77.5 w/o cost of living
Cost of living D+
With cost of living 74.3
San Francisco B-/C/B/A/B+/B 85 w/o cost of living
Cost of living D-
With cost of living 77.3
San Jose B+/A-/A-/C-/D/D- 78.5 w/o cost of living
Cost of living C-
With cost of living 76.3
Alaska- Anchorage B/B+/B+/D+/D-/D 76
Cost of living B
With cost of living 79