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Comparative standings in the most vital Benchmarks

Sunday, December 31, 2000

The final 2000 PG Benchmarks results for 12 categories are presented in two ways on this page. Immediately below, they are reduced to numbers, allowing the regions to be ranked. Pittsburgh is sixth among the 15 regions. Rankings, however, can be misleading. For example, a fourth-place baseball team in a five-team division sounds like a poor performer. But that team might be only a game out of first in a division with four equally good teams. To provide a more meaningful view, we also depict the distribution of each region's score in each category on a standardized basis. This is in the large graphic below. Standardizing the raw data offers a way of comparing data, where some categories are described in dollars per capita, others as percent change and others as indexes. We standardized the raw data by subtracting the average (across regions) in each category from the individual region's score, then dividing by the standard deviation for that series of scores. The standardization assumes that each category follows a uniform distribution around 100 and that the scores will tend to cluster around 100.

Final Ranking:

1. Minneapolis/St. Paul -- 105.8
1. Seattle/Tacoma/Brementon -- 105.8
3. Atlanta -- 102.8
4. Denver/Boulder/Greeley -- 102.7
5. San Diego -- 101.9
6. Pittsburgh -- 100.4
7. Portland/Salem -- 99.5
8. Milwaukee -- 99.3
9. St. Louis -- 98.7
10. Tampa/St. Petersburg -- 98.0
11. Cincinnati/Hamilton -- 97.9
12. Cleveland/Akron -- 97.7
13. Kansas City -- 97.6
14. Phoeniz/Mesa -- 96.6
15. Miami/Ft. Lauderdale -- 94.5

The Numbers:

The Cities

Job Growth

Entrepreneurial Vitality

Productivity

Personal Income

1999 Crime

Welfare (Temporary assistance to needy families)

Cost of Living

The Arts

University Quality

National Institutes of Health Funding 1999

Bond Ratings

United Way Contributions

Final Ranking!

The Cities

Atlanta

107.7

108.8

104.8

106.3

95.4

104.5

88.7

106.7

117.5

98.9

97.3

96.4

102.8

Atlanta

Cincinnati-Hamilton

91.7

99.8

89.5

94.6

na

99.7

106.5

91.9

93.4

94.5

104.9

110.8

97.9

Cincinnati-Hamilton

Cleveland-Akron

94

99.7

95

97.6

na

86.8

103.1

92.8

102.4

100.4

99.8

102.7

97.7

Cleveland-Akron

Denver-Boulder-Greeley

104.4

99.3

102.7

117.5

106.6

114.8

93.3

102.7

98.8

100.1

102.3

89.8

102.7

Denver-Boulder-Greeley

Kansas City

97.6

94.5

93

96.7

na

96.8

114.7

101.6

90.4

91.3

97.3

99.5

97.6

Kansas City

Miami-Ft. Lauderdale

103.6

106.4

98.3

85.7

83.3

101.2

103.7

91.7

92.8

93.3

77.2

96.3

94.5

Miami-Ft. Lauderdale

Milwaukee-Racine

98.5

94.4

96.7

104.1

103

114

99.6

98.9

92.8

92.9

99.8

96.6

99.3

Milwaukee-Racine

Minneapolis-St. Paul

99.3

103.7

95.4

117.8

105.8

87.7

94.6

129.4

112.7

99.1

112.4

112.1

105.8

Minneapolis-St. Paul

Phoenix-Mesa

108.1

100.3

99.7

89.3

91.5

100.8

102.7

96

89.8

89.5

102.3

89.8

96.6

Phoenix-Mesa

Pittsburgh

90.8

95.9

100.4

95.3

117.5

97.7

102.9

101.8

116.3

105

79.7

101.5

100.4

Pittsburgh

Portland-Salem

103.7

96.9

105.4

96.6

98.9

107.4

93.1

99.2

89.8

95.8

107.4

na

99.5

Portland-Salem

St. Louis

88

100.5

85.4

99.2

na

84.3

107.5

103.3

103.6

106.5

104.9

102.4

98.7

St. Louis

San Diego

102.8

104.9

127.2

93.3

111.6

87

82

92.1

109.6

124.6

104.9

82.8

101.9

San Diego

Seattle-Tacoma-Bremerton

98.2

97.3

111.9

114.5

95.3

109

88.9

105.2

100.6

117.5

112.4

119.4

105.8

Seattle-Tacoma-Bremerton

Tampa-St. Petersburg

111.6

97.7

94.6

91.5

91.1

108.3

118.7

86.8

89.8

90.5

97.3

na

98

Tampa-St. Petersburg



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