Just finished up a project I started in October with the purpose of tracking the geography of MLB, NFL & NBA players at the regional, state and metro area levels. The result is a powerful way to estimate the overall quality of a sport at the high school level in a given area. The output statistic for this study was a "Players Per 1 Million Males" ratio. Here are the results:
BASEBALL (MLB Players on Active Roster/Disabled List at any point in 2006)
Regional Rankings (Players Per 1 Million Males : Total Players)
01) West (10.33 : 326)
02) South (8.20 : 376)
03) Midwest (4.18 : 132)
04) East (3.64 : 106)
State Rankings (Players Per 1 Million Males : Total Players)
01) California (13.21 : 223)
02) North Dakota (12.48 : 4)
03) Florida (11.93 : 93)
04) Nevada (10.80 : 11)
05) Georgia (10.68 : 43)
06) Washington (10.22 : 30)
07) Oklahoma (10.02 : 17)
08) Hawaii (9.86 : 6)
09) Louisiana (9.71 : 21)
10) Mississippi (9.46 : 13)
Large Metro Area Rankings (Players Per 1 Million Males : Total Players)
01) San Diego CA(25.44 : 36)
02) Louisville KY-IN (18.14 : 9)
03) Tampa-St. Petersburg-Clearwater FL (16.45 : 19)
04) Los Angeles-Riverside-Orange County CA (15.27 : 124)
05) Orlando FL (14.83 : 12)
06) Houston-Galveston-Brazoria TX (14.18 : 33)
07) Jacksonville FL (13.07 : 7)
08) Atlanta GA (12.32 : 25)
09) Salt Lake City-Ogden UT (11.91 : 8)
10) Sacramento-Yolo CA (11.35 : 10)
Football (NFL Players on Active Roster/Practice Squad at any point in 2006)
Regional Rankings (Players Per 1 Million Males : Total Players)
01) South (22.88 : 1048)
02) West (13.86 : 431)
03) Midwest (12.20 : 386)
04) East (8.21 : 239)
State Rankings (Players Per 1 Million Males : Total Players)
01) Louisiana (40.22 : 87)
02) Mississippi (40.04 : 55)
03) South Carolina (30.27 : 59)
04) Florida (28.21 : 220)
05) Alabama (27.49 : 59)
06) Georgia (27.31 : 110)
07) Hawaii (21.36 : 13)
08) Texas (21.35 : 221)
09) Nebraska (21.34 : 18)
10) Virginia (19.59 : 68
Large Metro Area Rankings (Players Per 1 Million Males : Total Players)
01) New Orleans LA (48.44 : 31)
02) Miami-Fort Lauderdale FL (41.13 : 77)
03) Jacksonville FL (41.09 : 22)
04) West Palm Beach-Boca Raton FL (29.26 : 16)
05) Norfolk-Virginia Beach-Newport News VA (28.46 : 22)
06) Houston-Galveston-Brazoria TX (26.64 : 62)
07) Atlanta GA (26.61 : 54)
08) Dallas-Fort Worth TX (23.46 : 61)
09) Cleveland-Akron OH (23.34 : 33)
10) Cincinnati-Hamilton OH-KY (20.81 : 20)
Basketball (NBA Players on Active Roster at any point in 2006-2007)
Regional Rankings (Players Per 1 Million Males : Total Players)
01) South (2.92 : 134)
02) Midwest (2.76 : 87)
03) East (2.75 : 80)
04) West (2.16 : 68)
State Rankings (Players Per 1 Million Males : Total Players)
01) Mississippi (8.74 : 12)
02) South Dakota (5.34 : 2)
03) Maryland (5.08 : 13)
04) Illinois (4.61 : 28)
05) Pennsylvania (3.88 : 23)
06) North Carolina (3.80 : 15)
07) Kansas (3.76 : 5)
08) Washington (3.75 : 11)
09) South Carolina (3.59 : 7)
10) Oregon (3.54 : 6)
Large Metro Area Rankings (Players Per 1 Million Males : Total Players)
01) Raleigh-Durham-Chapel Hill NC (8.57 : 5)
02) Philadelphia-Wilmington-Atlantic City PA-NJ-DE-MD (7.05 : 21)
03) Portland-Salem OR (6.22 : 7)
04) Orlando FL (6.18 : 5)
05) Kansas City MO-KS (5.77 : 5)
06) Charlotte-Gastonia-Rock Hill NC-SC (5.44 : 4)
07) Columbus OH (5.29 : 4)
08) Houston-Galveston-Brazoria TX (5.16 : 12)
09) San Antonio TX (5.16 : 4)
10) Dallas-Fort Worth TX (5.00 : 13)
Baseball-Football-Basketball Combined
To integrate the three sports together, I calculated the ratio between the average proportion of athletes from the given area for each sport over the proportion of that area's general population. So if California is 10% of the US population but is home to 20% of the players in each of the three leagues, the MLB-NBA-NFL PROD RATE = 2.0, and it would read something like "California produces athletes at a rate 2.0x the national average."
Regional Rankings (MLB-NFL-NBA PROD Rate : Total Players)
01) South (1.27 : 1558)
02) West (1.07 : 825)
03) Midwest (0.82 : 605)
04) East (0.70 : 425)
State Rankings (MLB-NFL-NBA PROD Rate : Total Players)
01) Mississippi (2.43 : 80)
02) Louisiana (1.76 : 115)
03) Florida (1.54 : 334)
04) Georgia (1.49 : 165)
05) Alabama (1.36 : 83)
06) California (1.30 : 5.33)
07) South Carolina (1.29 : 73)
08) Texas (1.28 : 341)
09) Washington (1.27 : 81)
10) Maryland (1.14 : 58)
Large Metro Area Rankings (MLB-NFL-NBA PROD Rate : Total Players)
01) Houston-Galveston-Brazoria TX (1.92 : 107)
02) Miami-Fort Lauderdale FL (1.85 : 104)
03) Orlando FL (1.79 : 28)
04) San Diego CA (1.78 : 66)
05) Tampa-St. Petersburg-Clearwater FL (1.74 : 45)
06) New Orleans LA (1.68 : 36)
07) Atlanta GA (1.68 : 87)
08) Louisville KY-IN (1.66 : 17)
09) Los Angeles-Riverside-Orange County CA (1.55 : 286)
10) Jacksonville FL (1.54 : 29)
** When it comes to excellence in the world of sports, I hereby declare the South to be the best region, Mississippi to be the best state and Houston-Galveston-Brazoria aka H-TOWN to be the best city.
BASEBALL (MLB Players on Active Roster/Disabled List at any point in 2006)
Regional Rankings (Players Per 1 Million Males : Total Players)
01) West (10.33 : 326)
02) South (8.20 : 376)
03) Midwest (4.18 : 132)
04) East (3.64 : 106)
State Rankings (Players Per 1 Million Males : Total Players)
01) California (13.21 : 223)
02) North Dakota (12.48 : 4)
03) Florida (11.93 : 93)
04) Nevada (10.80 : 11)
05) Georgia (10.68 : 43)
06) Washington (10.22 : 30)
07) Oklahoma (10.02 : 17)
08) Hawaii (9.86 : 6)
09) Louisiana (9.71 : 21)
10) Mississippi (9.46 : 13)
Large Metro Area Rankings (Players Per 1 Million Males : Total Players)
01) San Diego CA(25.44 : 36)
02) Louisville KY-IN (18.14 : 9)
03) Tampa-St. Petersburg-Clearwater FL (16.45 : 19)
04) Los Angeles-Riverside-Orange County CA (15.27 : 124)
05) Orlando FL (14.83 : 12)
06) Houston-Galveston-Brazoria TX (14.18 : 33)
07) Jacksonville FL (13.07 : 7)
08) Atlanta GA (12.32 : 25)
09) Salt Lake City-Ogden UT (11.91 : 8)
10) Sacramento-Yolo CA (11.35 : 10)
Football (NFL Players on Active Roster/Practice Squad at any point in 2006)
Regional Rankings (Players Per 1 Million Males : Total Players)
01) South (22.88 : 1048)
02) West (13.86 : 431)
03) Midwest (12.20 : 386)
04) East (8.21 : 239)
State Rankings (Players Per 1 Million Males : Total Players)
01) Louisiana (40.22 : 87)
02) Mississippi (40.04 : 55)
03) South Carolina (30.27 : 59)
04) Florida (28.21 : 220)
05) Alabama (27.49 : 59)
06) Georgia (27.31 : 110)
07) Hawaii (21.36 : 13)
08) Texas (21.35 : 221)
09) Nebraska (21.34 : 18)
10) Virginia (19.59 : 68
Large Metro Area Rankings (Players Per 1 Million Males : Total Players)
01) New Orleans LA (48.44 : 31)
02) Miami-Fort Lauderdale FL (41.13 : 77)
03) Jacksonville FL (41.09 : 22)
04) West Palm Beach-Boca Raton FL (29.26 : 16)
05) Norfolk-Virginia Beach-Newport News VA (28.46 : 22)
06) Houston-Galveston-Brazoria TX (26.64 : 62)
07) Atlanta GA (26.61 : 54)
08) Dallas-Fort Worth TX (23.46 : 61)
09) Cleveland-Akron OH (23.34 : 33)
10) Cincinnati-Hamilton OH-KY (20.81 : 20)
Basketball (NBA Players on Active Roster at any point in 2006-2007)
Regional Rankings (Players Per 1 Million Males : Total Players)
01) South (2.92 : 134)
02) Midwest (2.76 : 87)
03) East (2.75 : 80)
04) West (2.16 : 68)
State Rankings (Players Per 1 Million Males : Total Players)
01) Mississippi (8.74 : 12)
02) South Dakota (5.34 : 2)
03) Maryland (5.08 : 13)
04) Illinois (4.61 : 28)
05) Pennsylvania (3.88 : 23)
06) North Carolina (3.80 : 15)
07) Kansas (3.76 : 5)
08) Washington (3.75 : 11)
09) South Carolina (3.59 : 7)
10) Oregon (3.54 : 6)
Large Metro Area Rankings (Players Per 1 Million Males : Total Players)
01) Raleigh-Durham-Chapel Hill NC (8.57 : 5)
02) Philadelphia-Wilmington-Atlantic City PA-NJ-DE-MD (7.05 : 21)
03) Portland-Salem OR (6.22 : 7)
04) Orlando FL (6.18 : 5)
05) Kansas City MO-KS (5.77 : 5)
06) Charlotte-Gastonia-Rock Hill NC-SC (5.44 : 4)
07) Columbus OH (5.29 : 4)
08) Houston-Galveston-Brazoria TX (5.16 : 12)
09) San Antonio TX (5.16 : 4)
10) Dallas-Fort Worth TX (5.00 : 13)
Baseball-Football-Basketball Combined
To integrate the three sports together, I calculated the ratio between the average proportion of athletes from the given area for each sport over the proportion of that area's general population. So if California is 10% of the US population but is home to 20% of the players in each of the three leagues, the MLB-NBA-NFL PROD RATE = 2.0, and it would read something like "California produces athletes at a rate 2.0x the national average."
Regional Rankings (MLB-NFL-NBA PROD Rate : Total Players)
01) South (1.27 : 1558)
02) West (1.07 : 825)
03) Midwest (0.82 : 605)
04) East (0.70 : 425)
State Rankings (MLB-NFL-NBA PROD Rate : Total Players)
01) Mississippi (2.43 : 80)
02) Louisiana (1.76 : 115)
03) Florida (1.54 : 334)
04) Georgia (1.49 : 165)
05) Alabama (1.36 : 83)
06) California (1.30 : 5.33)
07) South Carolina (1.29 : 73)
08) Texas (1.28 : 341)
09) Washington (1.27 : 81)
10) Maryland (1.14 : 58)
Large Metro Area Rankings (MLB-NFL-NBA PROD Rate : Total Players)
01) Houston-Galveston-Brazoria TX (1.92 : 107)
02) Miami-Fort Lauderdale FL (1.85 : 104)
03) Orlando FL (1.79 : 28)
04) San Diego CA (1.78 : 66)
05) Tampa-St. Petersburg-Clearwater FL (1.74 : 45)
06) New Orleans LA (1.68 : 36)
07) Atlanta GA (1.68 : 87)
08) Louisville KY-IN (1.66 : 17)
09) Los Angeles-Riverside-Orange County CA (1.55 : 286)
10) Jacksonville FL (1.54 : 29)
** When it comes to excellence in the world of sports, I hereby declare the South to be the best region, Mississippi to be the best state and Houston-Galveston-Brazoria aka H-TOWN to be the best city.