1. [DATA WAREHOUSE REPORT ANALYSIS]
BY
GROUP 4

2. QUERY_2A
select prod.product_no, ltime.fiscal_year,
sum(sal.final_amount)
from product_dim prod inner join sales_fact sal
on prod.product_no = sal.product_no
inner join time_dim ltime on ltime.time_id = sal.time_id
where ltime.fiscal_year = 2002
group by grouping sets(ltime.fiscal_year,prod.product_no);
PRODUCT NO FISCAL YEAR TOTAL SALES
310 $ 1,328,540.10
311 $ 1,111,070.74
312 $ 1,332,494.09
313 $ 1,194,104.50
314 $ 1,166,426.58
320 $ 14,677.57
322 $ 13,132.56
324 $ 12,360.06
326 $ 16,995.08
328 $ 20,085.09
330 $ 15,450.07

3. 332 $ 13,905.06
334 $ 21,630.10
336 $ 16,995.08
338 $ 16,222.58
340 $ 13,132.56
342 $ 25,492.62
344 $ 217,905.36
345 $ 157,793.54
346 $ 184,092.46
347 $ 135,251.60
348 $ 182,738.84
349 $ 167,821.38
350 $ 223,761.84
351 $ 212,573.75
2002 $ 7,814,653.21
QUERY 2B
select prod.product_no, ltime.fiscal_year,

4. sum(sal.final_amount)
from product_dim prod inner join sales_fact sal
on prod.product_no = sal.product_no
inner join time_dim ltime on ltime.time_id = sal.time_id
where ltime.fiscal_year = 2003
group by grouping sets(ltime.fiscal_year,prod.product_no);
PRODUCT NO FISCAL YEAR TOTAL SALES
321 $ 47,586.22
323 $ 31,147.34
325 $ 51,047.04
327 $ 43,260.20
329 $ 53,642.65
331 $ 35,473.36
333 $ 50,181.83
335 $ 41,529.79
337 $ 37,203.77
339 $ 36,338.57
341 $ 37,203.77
343 $ 48,451.42
352 $ 398,271.85
354 $ 384,538.34
356 $ 409,716.45
358 $ 375,866.10
360 $ 423,415.42
362 $ 455,114.97
368 $ 388,785.86
369 $ 437,384.09

5. 370 $ 359,086.94
371 $ 414,627.78
373 $ 310,970.83
375 $ 339,898.35
377 $ 414,627.78
379 $ 347,130.23
381 $ 79,594.80
383 $ 74,067.39
385 $ 76,278.35
387 $ 85,122.22
389 $ 79,594.80
2003 $ 6,367,158.54
QUERY 2C
select prod.product_no, ltime.fiscal_year, sum(sal.final_amount)
from product_dim prod inner join sales_fact sal
on prod.product_no = sal.product_no
inner join time_dim ltime on ltime.time_id = sal.time_id
where ltime.fiscal_year = 2004
group by grouping sets(ltime.fiscal_year,prod.product_no);

6. PRODUCT NO FISCAL YEAR TOTALS SALES
214 $ 83,127.60
217 $ 77,018.69
222 $ 78,449.26
225 $ 20,811.73
228 $ 22,150.84
231 $ 23,089.90
234 $ 23,863.25
237 $ 21,598.45
353 $ 1,081,834.56
355 $ 1,004,926.89
357 $ 1,027,999.19
359 $ 1,054,961.02
361 $ 1,082,856.63
363 $ 1,062,568.92
372 $ 361,786.84
374 $ 383,386.06
376 $ 423,884.58
378 $ 396,885.56
380 $ 340,187.63
382 $ 245,152.02
384 $ 246,390.16
386 $ 293,439.54
388 $ 260,009.72
390 $ 234,008.74
463 $ 12,529.47
465 $ 12,800.09
467 $ 11,555.26
471 $ 11,086.47
472 $ 12,980.99
473 $ 12,910.82

7. 474 $ 22,350.97
475 $ 25,599.21
476 $ 26,140.58
477 $ 22,475.06
478 $ 21,426.70
479 $ 16,907.67
480 $ 7,616.81
481 $ 2,791.45
482 $ 2,602.71
483 $ 40,840.80
484 $ 7,590.07
485 $ 48,915.83
486 $ 41,815.41
487 $ 42,899.38
488 $ 23,565.31
489 $ 23,028.37
490 $ 21,835.19
491 $ 23,267.01
528 $ 16,034.71
529 $ 9,770.34
530 $ 7,703.06
535 $ 22,063.59
536 $ 35,889.54
537 $ 51,476.43
538 $ 23,271.57
539 $ 24,576.46
540 $ 28,962.49
541 $ 28,221.95
560 $ 108,735.15
561 $ 453,116.35
562 $ 397,794.01

8. 563 $ 416,234.79
564 $ 368,815.64
565 $ 45,116.32
566 $ 46,756.92
567 $ 52,499.00
568 $ 48,397.51
569 $ 48,397.51
570 $ 39,374.25
571 $ 38,553.95
572 $ 41,014.84
573 $ 466,288.34
574 $ 395,159.61
575 $ 421,503.58
576 $ 387,256.42
577 $ 130,213.70
578 $ 142,295.39
579 $ 118,132.02
580 $ 462,380.12
581 $ 441,704.59
582 $ 405,992.30
583 $ 436,065.81
584 $ 199,294.13
585 $ 43,475.73
586 $ 39,374.25
587 $ 125,842.40
588 $ 108,836.67
589 $ 109,686.96
590 $ 117,339.54
591 $ 28,094.13
592 $ 28,094.13
593 $ 24,348.25

9. 594 $ 31,215.70
595 $ 29,967.07
596 $ 28,641.07
597 $ 29,237.76
598 $ 34,607.96
599 $ 33,414.58
600 $ 24,464.25
604 $ 214,808.04
605 $ 216,598.11
606 $ 230,321.95
2004 $ 18,203,350.32
QUERY 2D
select prod.product_no, ltime.fiscal_year, sum(sal.final_amount)
from product_dim prod inner join sales_fact sal
on prod.product_no = sal.product_no
inner join time_dim ltime on ltime.time_id = sal.time_id
where ltime.fiscal_year = 2005
group by grouping sets(ltime.fiscal_year,prod.product_no);

10. PRODUCT NO FISCAL YEAR TOTAL SALES
214 $ 3,093.12
217 $ 3,595.75
222 $ 3,711.74
225 $ 943.73
228 $ 1,546.69
231 $ 1,325.74
234 $ 1,104.78
237 $ 1,215.26
463 $ 676.54
465 $ 703.60
467 $ 432.98
471 $ 701.68
472 $ 982.35
473 $ 771.84
474 $ 1,160.09
475 $ 1,624.12
476 $ 1,933.48
477 $ 926.35
478 $ 927.28
479 $ 99.34
480 $ 458.02
481 $ 168.88
482 $ 79.47
483 $ 2,652.00
484 $ 386.53
485 $ 2,598.81

11. 486 $ 1,932.65
487 $ 1,640.63
488 $ 656.25
489 $ 1,252.84
490 $ 477.27
491 $ 1,133.52
528 $ 1,031.12
529 $ 705.44
530 $ 501.77
535 $ 1,739.68
536 $ 2,584.84
537 $ 2,513.88
538 $ 1,519.78
539 $ 994.10
540 $ 1,945.24
541 $ 1,729.84
2005 $ 56,178.99

12. SALES REPORT
FISCAL YEAR TOTAL_SALES
$
2002 7,814,653.21
$
2003 6,367,158.54
$
2004 18,203,350.32
$
2005 56,178.99
$
Grand Total 32,441,341.06
$20,000,000.00
Total Sales Fiscal Year
$18,000,000.00
$16,000,000.00
$14,000,000.00
$12,000,000.00
$10,000,000.00
$8,000,000.00
$6,000,000.00
$4,000,000.00
$2,000,000.00
$0.00
2002 2003 2004 2005

13. QUERY 3 A
select salter.SALES_TERRITORY_CODE,
sum(final_amount)
from sale_territory_dim salter inner join sales_fact sal
on salter.SALES_TERRITORY_CODE =
sal.SALES_TERRITORY_CODE
where final_amount is not null
group by rollup(salter.SALES_TERRITORY_CODE);
SALES TERRITORY NO TOTAL SALES
1 $ 4,033,102.93
2 $ 7,218.38
3 $ 3,315.92
4 $ 6,318,557.19
5 $ 13,523.93
6 $ 2,185,518.90
7 $ 2,921,639.83
8 $ 3,198,215.39
9 $ 10,012,406.26
10 $ 3,747,842.32
$ 32,441,341.06

14. QUERY 3 B
select salter.SALES_TERRITORY_REGION, sum(final_amount)
from sale_territory_dim salter inner join sales_fact sal
on salter.SALES_TERRITORY_CODE = sal.SALES_TERRITORY_CODE
where final_amount is not null
group by rollup(salter.SALES_TERRITORY_REGION);
REGION TOTAL SALES
Australia $ 10,012,406.26
Canada $ 2,185,518.90
Central $ 3,315.92
France $ 2,921,639.83
Germany $ 3,198,215.39
Northeast $ 7,218.38
Northwest $ 4,033,102.93
Southeast $ 13,523.93
Southwest $ 6,318,557.19
United Kingdom $ 3,747,842.32
Grand Total $ 32,441,341.06

15. Total Sales Per Region
$12,000,000.00
$10,000,000.00
$8,000,000.00
$6,000,000.00
$4,000,000.00
$2,000,000.00
$0.00
QUERY 3 C
select salter.SALES_TERRITORY_GROUP, sum(final_amount)
from sale_territory_dim salter inner join sales_fact sal
on salter.SALES_TERRITORY_CODE =
sal.SALES_TERRITORY_CODE
where final_amount is not null
group by Cube(salter.SALES_TERRITORY_GROUP);

16. SALES TERRITORY GROUP TOTAL SALES
Europe $ 9,867,697.54
North America $ 12,561,237.25
Pacific $ 10,012,406.26
Grand Total $ 32,441,341.06
Total Sales Per Sales Territory Group
$14,000,000.00
$12,000,000.00
$10,000,000.00
$8,000,000.00
$6,000,000.00
$4,000,000.00
$2,000,000.00
$-
Europe North America Pacific

17. QUERY 3D
select salter.SALES_TERRITORY_COUNTRY, sum(final_amount)
from sale_territory_dim salter inner join sales_fact sal
on salter.SALES_TERRITORY_CODE = sal.SALES_TERRITORY_CODE
where final_amount is not null
group by Cube(salter.SALES_TERRITORY_COUNTRY);
COUNTRY TOTAL SALES
Australia $ 10,012,406.26
Canada $ 2,185,518.90
France $ 2,921,639.83
Germany $ 3,198,215.39
United Kingdom $ 3,747,842.32
United States $ 10,375,718.35
Grand Total $ 32,441,341.06

18. Total Sale Per Country
$12,000,000.00
$10,000,000.00
$8,000,000.00
$6,000,000.00
$4,000,000.00
$2,000,000.00
$-
Australia Canada France Germany United United
Kingdom States
QUARTERLY SALES REPORT
COUNTRY TOTAL SALES
1 $ 8,275,189.57
Australia $ 2,658,668.77
Canada $ 656,549.83
France $ 718,900.01
Germany $ 815,826.11
United Kingdom $ 984,242.73

19. United States $ 2,441,002.12
2 $ 10,027,226.44
Australia $ 2,887,612.75
Canada $ 668,041.62
France $ 943,563.82
Germany $ 1,058,738.81
United Kingdom $ 1,036,699.23
United States $ 3,432,570.22
3 $ 6,238,319.62
Australia $ 1,965,983.09
Canada $ 419,995.24
France $ 580,171.70
Germany $ 580,568.72
United Kingdom $ 776,231.37
United States $ 1,915,369.50
4 $ 7,900,605.43
Australia $ 2,500,141.66
Canada $ 440,932.20
France $ 679,004.30
Germany $ 743,081.76
United Kingdom $ 950,668.99
United States $ 2,586,776.52
Grand Total $ 32,441,341.06

20. Total Sales Quarterly by Countries
$4,000,000.00
$3,500,000.00
$3,000,000.00
$2,500,000.00
$2,000,000.00
$1,500,000.00
$1,000,000.00
$500,000.00
$-
France
France
France
France
Australia
Australia
Australia
Australia
Canada
Canada
Canada
Canada
United States
United States
United States
United States
Germany
Germany
Germany
Germany
United Kingdom
United Kingdom
United Kingdom
United Kingdom
1 2 3 4
QUERY 4
select salter.SALES_TERRITORY_CODE,ltime.fiscal_year, sum(final_amount)
from sale_territory_dim salter inner join sales_fact sal
on salter.SALES_TERRITORY_CODE = sal.SALES_TERRITORY_CODE
inner join time_dim ltime
on ltime.time_id = sal.time_id
where final_amount is not null

21. group by rollup(salter.SALES_TERRITORY_CODE,ltime.fiscal_year);
TOTAL SALES
2002 $ 7,814,653.21
1 $ 1,023,044.20
4 $ 1,686,610.40
6 $ 633,276.58
7 $ 457,741.08
8 $ 567,255.27
9 $ 2,838,415.07
10 $ 608,310.61
2003 $ 6,367,158.54
1 $ 684,599.94
2 $ 2,264.25
3 $ 2,288.92
4 $ 891,724.97
5 $ 4,019.33
6 $ 337,036.82
7 $ 699,906.68
8 $ 655,538.22
9 $ 2,320,041.95
10 $ 769,737.46
2004 $ 18,203,350.32

22. 1 $ 2,314,226.18
2 $ 4,954.12
3 $ 1,027.00
4 $ 3,730,105.20
5 $ 9,378.68
6 $ 1,203,212.14
7 $ 1,760,133.46
8 $ 1,971,438.57
9 $ 4,843,745.40
10 $ 2,365,129.58
2005 $ 56,178.99
1 $ 11,232.62
4 $ 10,116.62
5 $ 125.93
6 $ 11,993.36
7 $ 3,858.61
8 $ 3,983.34
9 $ 10,203.84
10 $ 4,664.67
Grand Total $ 32,441,341.06

23. Total Sales Per Sales Territory
$6,000,000.00
$5,000,000.00
$4,000,000.00
$3,000,000.00
$2,000,000.00
$1,000,000.00
$-
1 4 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 4 5 6 7 8 9 10
2002 2003 2004 2005
QUERY 5
select d.Currency_Name, ltime.Fiscal_Year,sum(final_amount) as total_amount
from Currency_dim d
inner join
SALES_FACT sal
on
d.currency_no = sal.currency_no
inner join
TIME_DIM ltime
on
ltime.time_id = sal.Time_ID

24. inner join
SALE_TERRITORY_DIM salter
on salter.SALEs_TERRITORY_CODE = sal.SALES_TERRITORY_CODE
where ltime.Fiscal_Year in (2002, 2003, 2004, 2005)
group by ROLLUP(sal.currency_no, d.Currency_Name, ltime.Fiscal_Year);
TOTAL SALES
Australian Dollar $ 10,002,447.44
2002 $ 2,838,415.07
2003 $ 2,320,041.95
2004 $ 4,843,745.40
2005 $ 245.01
Canadian Dollar $ 1,996,202.08
2002 $ 510,702.94
2003 $ 280,821.01
2004 $ 1,204,156.41
2005 $ 521.73
Deutsche Mark 262,752.42
2002 262,752.42
French Franc 199,531.72 €
2002 199,531.72 €
United Kingdom Pound £ 3,744,126.72
2002 £ 608,310.61
2003 £ 769,737.46
2004 £ 2,366,021.79

25. 2005 £ 56.86
US Dollar $ 16,236,280.67
2002 $ 3,394,940.45
2003 $ 2,996,558.11
2004 $ 9,789,426.72
2005 $ 55,355.39
Grand Total $ 32,441,341.06

26. QUERY 6
select d.EDUCATIONAL_LEVEL, ltime.Fiscal_Year, sum(final_amount) as total_amount
from CUSTOMER_DIM d inner join
SALES_FACT f
on f.cust_no = d.CUST_NO
inner join TIME_DIM ltime
on ltime.time_id = f.Time_ID
where ltime.Fiscal_Year in (2002, 2003, 2004, 2005)
group by rollup(d.EDUCATIONAL_LEVEL, ltime.Fiscal_Year);

27. TOTAL SALES
2002 $ 7,814,653.21
Bachelors $ 2,428,697.03
Graduate Degree $ 1,513,258.37
High School $ 1,393,195.61
Partial College $ 2,053,505.71
Partial High School $ 425,996.49
2003 $ 6,367,158.54
Bachelors $ 2,239,241.69
Graduate Degree $ 1,068,150.79
High School $ 962,965.43
Partial College $ 1,691,138.22
Partial High School $ 405,662.41
2004 $ 18,203,350.32
Bachelors $ 6,257,749.71
Graduate Degree $ 3,442,849.29
High School $ 2,757,470.97
Partial College $ 4,773,369.18
Partial High School $ 971,911.17
2005 $ 56,178.99
Bachelors $ 13,970.13
Graduate Degree $ 9,661.11
High School $ 11,387.27
Partial College $ 16,502.53
Partial High School $ 4,657.96
Grand Total $ 32,441,341.06

28. QUERY 7
select d.JOB_CLASS, ltime.Fiscal_Year, sum(final_amount) as total_amount
from customer_DIM d inner join
SALES_FACT f
on f.cust_no = d.CUST_NO
inner join TIME_DIM ltime
on ltime.time_id = f.Time_ID
where ltime.Fiscal_Year in (2002, 2003, 2004, 2005)
group by rollup(d.JOB_CLASS, ltime.Fiscal_Year);
TOTAL SALES
Clerical $ 5,176,689.69
2002 $ 1,259,060.12
2003 $ 1,191,145.49
2004 $ 2,718,539.31
2005 $ 7,944.76
Management $ 6,041,987.47
2002 $ 1,386,571.30
2003 $ 1,024,997.48
2004 $ 3,619,210.56
2005 $ 11,208.12
Manual $ 3,158,058.16
2002 $ 758,147.96
2003 $ 819,048.87
2004 $ 1,576,152.62
2005 $ 4,708.71

29. Professional $ 10,948,315.75
2002 $ 2,451,174.98
2003 $ 1,996,089.68
2004 $ 6,485,155.73
2005 $ 15,895.35
Skilled Manual $ 7,116,289.99
2002 $ 1,959,698.84
2003 $ 1,335,877.01
2004 $ 3,804,292.10
2005 $ 16,422.04
Grand Total $ 32,441,341.06
Total Sales Per Job Class
$7,000,000.00
$6,000,000.00
$5,000,000.00
$4,000,000.00
$3,000,000.00
$2,000,000.00
$1,000,000.00
$-
2002
2003
2004
2005
2002
2003
2004
2005
2002
2003
2004
2005
2002
2003
2004
2005
2002
2003
2004
2005
Clerical Management Manual Professional Skilled Manual

30. QUERY 8
select d.CUST_CITY, ltime.Fiscal_Year, sum(final_amount) as total_amount
from customer_DIM d inner join
SALES_FACT f
on f.cust_no = d.CUST_NO
inner join TIME_DIM ltime
on ltime.time_id = f.Time_ID
where ltime.Fiscal_Year in (2002, 2003, 2004, 2005)
group by rollup(d.CUST_CITY, ltime.Fiscal_Year);
TOTAL SALES
Ballard $ 50,066.45
2002 $ 15,591.33
2003 $ 6,934.84
2004 $ 27,054.47
2005 $ 485.80
Barstow $ 3,953.99
2002 $ 3,953.99
Basingstoke Hants $ 3,615.20
2002 $ 772.50
2004 $ 2,802.62
2005 $ 40.08
Baytown $ 28.16

31. 2004 $ 28.16
Beaverton $ 178,965.19
2002 $ 47,250.86
2003 $ 31,600.05
2004 $ 99,317.22
2005 $ 797.06
Bell Gardens $ 6,541.87
2002 $ 3,953.99
2004 $ 2,587.88
Bellevue $ 2,264.25
2003 $ 2,264.25
Bellflower $ 334,018.10
2002 $ 88,265.01
2003 $ 56,883.27
2004 $ 188,623.44
2005 $ 246.38
Bellingham $ 229,412.67
2002 $ 57,027.10
2003 $ 42,580.04
2004 $ 128,992.42
2005 $ 813.12
Bendigo $ 347,598.45
2002 $ 89,227.61
2003 $ 83,306.47
2004 $ 174,921.88
2005 $ 142.49
Berkeley $ 285,243.02
2002 $ 72,843.05
2003 $ 45,211.21
2004 $ 166,640.24

32. 2005 $ 548.51
Berks $ 51,863.30
2002 $ 7,907.98
2003 $ 12,696.12
2004 $ 31,081.80
2005 $ 177.41
Berkshire $ 64,222.45
2002 $ 11,637.34
2003 $ 12,332.02
2004 $ 40,253.09
Berlin $ 288,328.37
2002 $ 33,555.42
2003 $ 75,197.94
2004 $ 179,447.92
2005 $ 127.09
Beverly Hills $ 223,980.17
2002 $ 77,991.17
2003 $ 14,069.68
2004 $ 131,437.65
2005 $ 481.67
Billericay $ 93,192.49
2002 $ 19,769.94
2003 $ 22,908.46
2004 $ 50,277.95
2005 $ 236.14
Billings $ 101.75
2004 $ 101.75
Biloxi $ 91.26
2004 $ 91.26
Birmingham $ 59,223.77

33. 2002 $ 16,391.46
2003 $ 12,572.30
2004 $ 30,149.99
2005 $ 110.03
Bluffton $ 2,690.59
2004 $ 2,690.59
Bobigny $ 99,675.93
2002 $ 12,634.47
2003 $ 23,247.58
2004 $ 63,711.03
2005 $ 82.85
Bonn $ 47,189.28
2002 $ 7,683.35
2003 $ 6,505.29
2004 $ 32,882.69
2005 $ 117.96
Bothell $ 1,842.53
2003 $ 865.20
2004 $ 977.33
Bottrop $ 80,549.59
2002 $ 15,591.33
2003 $ 20,110.36
2004 $ 44,833.56
2005 $ 14.34
Boulogne-Billancourt $ 15,789.62
2003 $ 5,633.99
2004 $ 10,155.63
Boulogne-sur-Mer $ 12,533.93
2003 $ 5,110.53
2004 $ 7,423.40

34. Bountiful $ 4,812.95
2002 $ 3,953.99
2004 $ 858.96
Bracknell $ 37,698.61
2002 $ 5,499.00
2003 $ 4,699.55
2004 $ 27,462.53
2005 $ 37.55
Bradenton $ 43.07
2005 $ 43.07
Braintree $ 2,264.25
2003 $ 2,264.25
Branch $ 100.86
2004 $ 100.86
Branson $ 90.01
2004 $ 90.01
Braunschweig $ 31,719.03
2002 $ 8,680.48
2003 $ 3,994.66
2004 $ 18,964.79
2005 $ 79.10
Bremerton $ 250,925.24
2002 $ 61,978.22
2003 $ 54,153.13
2004 $ 134,221.92
2005 $ 571.98
Brisbane $ 326,365.72
2002 $ 98,160.34
2003 $ 70,732.97
2004 $ 157,209.64

35. 2005 $ 262.77
Burbank $ 305,495.21
2002 $ 109,923.68
2003 $ 39,010.61
2004 $ 155,951.86
2005 $ 609.06
Burien $ 254,547.27
2002 $ 59,857.71
2003 $ 40,138.02
2004 $ 153,788.12
2005 $ 763.42
Burlingame $ 249,358.34
2002 $ 65,356.70
2003 $ 30,832.44
2004 $ 152,713.75
2005 $ 455.45
Burnaby $ 32,672.13
2002 $ 11,861.97
2003 $ 3,369.74
2004 $ 17,296.81
2005 $ 143.62
Bury $ 88,772.60
2002 $ 11,861.97
2003 $ 24,451.06
2004 $ 52,381.95
2005 $ 77.63
Byron $ 5.51
2004 $ 5.51
Calgary $ 24,826.92
2002 $ 7,907.98

36. 2003 $ 5,110.53
2004 $ 11,808.42
Caloundra $ 311,594.92
2002 $ 83,034.02
2003 $ 77,076.70
2004 $ 151,280.43
2005 $ 203.78
Camarillo $ 1,421.51
2004 $ 1,421.51
Cambridge $ 38,685.02
2002 $ 8,680.48
2003 $ 1,970.69
2004 $ 28,033.85
Campbellsville $ 239.74
2004 $ 239.74
Canoga Park $ 5,307.67
2003 $ 2,699.90
2004 $ 2,607.77
Carol Stream $ 8.04
2004 $ 8.04
Carrollton $ 79.50
2004 $ 79.50
Carson $ 132.58
2004 $ 132.58
Casper $ 1,341.98
2004 $ 1,341.98
Cedar City $ 70.69
2004 $ 70.69
Cedar Park $ 103.84
2004 $ 103.84

37. Central Valley $ 56.29
2004 $ 56.29
Cergy $ 51,665.28
2002 $ 8,680.48
2003 $ 7,399.45
2004 $ 35,464.64
2005 $ 120.71
Cerritos $ 1,265.76
2004 $ 1,265.76
Chalk Riber $ 40.84
2004 $ 40.84
Chandler $ 2,324.94
2003 $ 2,288.92
2004 $ 36.02
Chantilly $ 44.18
2005 $ 44.18
Charlotte $ 8.04
2004 $ 8.04
Chatou $ 99,262.38
2002 $ 14,179.48
2003 $ 22,745.31
2004 $ 62,199.57
2005 $ 138.01
Cheektowaga $ 2,582.68
2004 $ 2,582.68
Chehalis $ 5.51
2004 $ 5.51
Cheltenham $ 77,695.12
2002 $ 7,710.98
2003 $ 11,408.39

38. 2004 $ 58,440.88
2005 $ 134.87
Cheyenne $ 6,520.11
2002 $ 3,953.99
2004 $ 2,566.12
Chicago $ 3,117.00
2003 $ 2,288.92
2004 $ 828.08
Chula Vista $ 257,925.07
2002 $ 59,857.71
2003 $ 47,230.05
2004 $ 150,272.13
2005 $ 565.19
Cincinnati $ 311.53
2004 $ 311.53
Citrus Heights $ 2,709.50
2004 $ 2,709.50
City Of Commerce $ 2,652.38
2004 $ 2,652.38
Clackamas $ 5,248.76
2004 $ 5,248.76
Clarkston $ 32.58
2004 $ 32.58
Clay $ 1,918.26
2004 $ 1,918.26
Clearwater $ 8,532.73
2003 $ 3,154.12
2004 $ 5,378.61
Cliffside $ 233,827.88
2002 $ 63,587.07

39. 2003 $ 35,616.94
2004 $ 133,111.07
2005 $ 1,512.80
Cloverdale $ 241,958.50
2002 $ 50,530.98
2003 $ 73,206.51
2004 $ 118,138.96
2005 $ 82.05
Coffs Harbour $ 260,177.76
2002 $ 79,781.53
2003 $ 58,423.42
2004 $ 121,802.49
2005 $ 170.33
College Station $ 1,765.46
2003 $ 865.20
2004 $ 900.25
Colma $ 258,528.02
2002 $ 63,811.69
2003 $ 29,888.01
2004 $ 164,651.59
2005 $ 176.72
Colombes $ 99,746.72
2002 $ 16,911.71
2003 $ 24,206.69
2004 $ 58,567.56
2005 $ 60.75
Colomiers $ 60,379.11
2002 $ 11,861.97
2003 $ 11,466.82
2004 $ 37,010.24

40. 2005 $ 40.08
Columbus $ 1,872.33
2003 $ 865.20
2004 $ 1,007.13
Concord $ 232,542.70
2002 $ 58,445.85
2003 $ 34,991.11
2004 $ 138,630.74
2005 $ 475.01
Coronado $ 162,254.85
2002 $ 43,493.87
2003 $ 29,531.98
2004 $ 88,756.18
2005 $ 472.82
Corvallis $ 137,858.20
2002 $ 29,798.43
2003 $ 25,812.77
2004 $ 81,881.09
2005 $ 365.91
Courbevoie $ 42,884.65
2002 $ 7,683.35
2003 $ 11,756.10
2004 $ 23,364.58
2005 $ 80.62
Cranbourne $ 203,900.20
2002 $ 72,870.68
2003 $ 35,151.82
2004 $ 95,408.42
2005 $ 469.28
Croix $ 40,644.04

41. 2003 $ 16,773.87
2004 $ 23,870.17
Daly City $ 95,306.07
2002 $ 23,723.93
2003 $ 12,088.61
2004 $ 59,296.99
2005 $ 196.54
Darlinghurst $ 171,286.48
2002 $ 70,356.17
2003 $ 17,032.39
2004 $ 83,749.78
2005 $ 148.14
Darmstadt $ 84,458.74
2002 $ 12,634.47
2003 $ 24,192.20
2004 $ 47,333.77
2005 $ 298.31
Downey $ 139,227.43
2002 $ 44,841.88
2003 $ 20,328.60
2004 $ 73,829.63
2005 $ 227.33
Drancy $ 61,914.68
2002 $ 8,680.48
2003 $ 16,950.15
2004 $ 36,240.98
2005 $ 43.07
Dresden $ 63,636.96
2002 $ 15,815.95
2003 $ 12,196.04

42. 2004 $ 35,594.83
2005 $ 30.14
Duesseldorf $ 66,065.18
2002 $ 15,815.95
2003 $ 9,491.84
2004 $ 40,757.39
Dunkerque $ 83,399.20
2002 $ 13,182.35
2003 $ 20,979.86
2004 $ 49,134.51
2005 $ 102.49
East Brisbane $ 197,706.47
2002 $ 64,864.33
2003 $ 38,685.35
2004 $ 93,934.69
2005 $ 222.09
Edmonds $ 115,814.73
2002 $ 32,179.79
2003 $ 19,752.67
2004 $ 63,321.09
2005 $ 561.20
Eilenburg $ 64,000.73
2002 $ 8,680.48
2003 $ 12,259.31
2004 $ 43,055.42
2005 $ 5.51
El Cajon $ 153,420.20
2002 $ 38,893.64
2003 $ 24,452.55
2004 $ 89,759.16

43. 2005 $ 314.86
Erlangen $ 85,732.01
2002 $ 24,496.43
2003 $ 9,899.69
2004 $ 51,264.65
2005 $ 71.24
Esher-Molesey $ 109,792.08
2002 $ 13,012.97
2003 $ 21,130.52
2004 $ 75,210.71
2005 $ 437.88
Essen $ 61,161.33
2002 $ 3,953.99
2003 $ 19,184.50
2004 $ 38,022.84
Everett $ 101,075.66
2002 $ 26,041.44
2003 $ 12,713.53
2004 $ 62,009.68
2005 $ 311.00
Findon $ 202,644.33
2002 $ 52,300.61
2003 $ 62,122.42
2004 $ 87,735.44
2005 $ 485.86
Frankfurt $ 203,643.32
2002 $ 44,841.88
2003 $ 35,424.13
2004 $ 123,110.78
2005 $ 266.53

44. Frankfurt am Main $ 121,684.30
2002 $ 18,133.46
2003 $ 25,922.82
2004 $ 77,518.12
2005 $ 109.89
Fremont $ 86,364.39
2002 $ 19,769.94
2003 $ 8,229.60
2004 $ 58,325.65
2005 $ 39.19
Gateshead $ 108,466.20
2002 $ 27,256.30
2003 $ 17,316.55
2004 $ 63,893.35
Geelong $ 313,601.42
2002 $ 90,630.87
2003 $ 64,844.33
2004 $ 157,943.96
2005 $ 182.26
Glendale $ 130,784.93
2002 $ 39,145.89
2003 $ 15,653.71
2004 $ 75,791.46
2005 $ 193.86
Gloucestershire $ 38,627.20
2002 $ 3,953.99
2003 $ 9,105.19
2004 $ 25,390.75
2005 $ 177.28
Gold Coast $ 274,888.64

45. 2002 $ 77,175.55
2003 $ 66,212.45
2004 $ 130,937.87
2005 $ 562.77
Goulburn $ 343,517.88
2002 $ 108,752.20
2003 $ 78,708.29
2004 $ 155,836.19
2005 $ 221.20
Grevenbroich $ 59,201.57
2002 $ 15,815.95
2003 $ 8,118.28
2004 $ 35,157.61
2005 $ 109.73
Grossmont $ 123,513.40
2002 $ 18,133.46
2003 $ 23,893.70
2004 $ 81,323.89
2005 $ 162.35
Hamburg $ 216,217.88
2002 $ 46,955.49
2003 $ 33,075.89
2004 $ 135,981.60
2005 $ 204.89
Haney $ 127,657.23
2002 $ 55,131.21
2003 $ 8,718.87
2004 $ 62,948.18
2005 $ 858.96
Hannover $ 31,815.41

46. 2002 $ 3,953.99
2003 $ 3,565.11
2004 $ 24,231.70
2005 $ 64.61
Hawthorne $ 250,510.63
2002 $ 65,952.93
2003 $ 53,838.16
2004 $ 130,259.40
2005 $ 460.14
Hervey Bay $ 286,478.46
2002 $ 81,461.39
2003 $ 56,109.02
2004 $ 148,495.85
2005 $ 412.21
High Wycombe $ 27,074.68
2002 $ 3,953.99
2003 $ 3,275.83
2004 $ 19,767.53
2005 $ 77.34
Hobart $ 265,131.40
2002 $ 65,925.31
2003 $ 71,312.80
2004 $ 127,385.13
2005 $ 508.16
Hof $ 101,566.24
2002 $ 22,908.31
2003 $ 17,974.73
2004 $ 60,561.71
2005 $ 121.50
Imperial Beach $ 107,829.79

47. 2002 $ 15,815.95
2003 $ 21,325.89
2004 $ 70,685.41
2005 $ 2.53
Ingolstadt $ 120,486.35
2002 $ 25,816.82
2003 $ 23,882.89
2004 $ 70,614.37
2005 $ 172.27
Issaquah $ 142,206.80
2002 $ 35,585.90
2003 $ 28,115.85
2004 $ 78,394.59
2005 $ 110.47
Kassel $ 93,702.16
2002 $ 20,542.45
2003 $ 20,710.96
2004 $ 52,195.10
2005 $ 253.65
Kiel $ 74,647.86
2002 $ 12,240.47
2003 $ 14,020.35
2004 $ 48,313.51
2005 $ 73.53
Kirkby $ 106,511.83
2002 $ 19,572.94
2003 $ 20,450.30
2004 $ 66,357.14
2005 $ 131.45
Kirkland $ 110,686.04

48. 2002 $ 11,637.34
2003 $ 20,450.64
2004 $ 78,155.17
2005 $ 442.90
La Jolla $ 116,443.25
2002 $ 29,573.81
2003 $ 14,059.30
2004 $ 72,434.22
2005 $ 375.93
Lake Oswego $ 136,854.35
2002 $ 40,887.89
2003 $ 24,908.11
2004 $ 70,410.01
2005 $ 648.34
Lakewood $ 132,314.76
2002 $ 44,266.38
2003 $ 19,169.82
2004 $ 68,723.62
2005 $ 154.94
Lancaster $ 58,241.48
2002 $ 12,409.84
2003 $ 10,407.20
2004 $ 35,383.82
2005 $ 40.62
Lane Cove $ 243,192.37
2002 $ 52,300.61
2003 $ 62,721.52
2004 $ 128,087.39
2005 $ 82.85
Langford $ 164,238.78

49. 2002 $ 43,269.25
2003 $ 19,756.96
2004 $ 100,556.48
2005 $ 656.09
Langley $ 120,567.47
2002 $ 19,769.94
2003 $ 32,496.83
2004 $ 67,590.54
2005 $ 710.16
Lavender Bay $ 215,610.82
2002 $ 62,940.82
2003 $ 51,033.20
2004 $ 101,618.08
2005 $ 18.72
Lebanon $ 147,582.61
2002 $ 32,010.41
2003 $ 31,141.54
2004 $ 84,082.18
2005 $ 348.48
Leeds $ 110,222.52
2002 $ 11,861.97
2003 $ 25,893.34
2004 $ 72,467.21
Leipzig $ 66,513.56
2002 $ 11,637.34
2003 $ 13,430.08
2004 $ 41,446.13
Lemon Grove $ 203,946.34
2002 $ 77,766.55
2003 $ 15,936.90

50. 2004 $ 109,792.47
2005 $ 450.43
Les Ulis $ 200,275.44
2002 $ 32,979.92
2003 $ 35,268.29
2004 $ 131,763.11
2005 $ 264.13
Lieusaint $ 63,089.76
2002 $ 16,363.83
2003 $ 15,639.43
2004 $ 30,917.22
2005 $ 169.28
Lille $ 72,289.03
2002 $ 15,591.33
2003 $ 19,223.96
2004 $ 37,383.65
2005 $ 90.09
Lincoln Acres $ 140,072.25
2002 $ 20,542.45
2003 $ 29,493.37
2004 $ 89,754.44
2005 $ 282.00
Liverpool $ 66,858.19
2002 $ 12,437.47
2003 $ 11,369.44
2004 $ 43,007.10
2005 $ 44.18
London $ 887,105.45
2002 $ 120,768.05
2003 $ 193,352.18

51. 2004 $ 572,002.60
2005 $ 982.62
Long Beach $ 162,215.87
2002 $ 48,346.62
2003 $ 19,009.50
2004 $ 94,813.04
2005 $ 46.70
Los Angeles $ 124,847.01
2002 $ 31,982.79
2003 $ 22,472.30
2004 $ 70,337.49
2005 $ 54.43
Lynnwood $ 112,590.86
2002 $ 19,375.94
2003 $ 18,837.31
2004 $ 73,863.49
2005 $ 514.11
Maidenhead $ 54,999.23
2003 $ 16,026.09
2004 $ 38,973.14
Malabar $ 195,480.71
2002 $ 52,525.23
2003 $ 53,699.86
2004 $ 88,826.62
2005 $ 429.01
Marysville $ 131,199.85
2002 $ 32,207.41
2003 $ 20,704.86
2004 $ 78,149.48
2005 $ 138.09

52. Matraville $ 239,303.72
2002 $ 81,599.51
2003 $ 45,352.84
2004 $ 112,144.87
2005 $ 206.50
Melbourne $ 272,446.09
2002 $ 75,027.41
2003 $ 72,128.16
2004 $ 125,121.52
2005 $ 169.00
Melton $ 290,180.12
2002 $ 102,256.08
2003 $ 60,030.97
2004 $ 127,648.90
2005 $ 244.17
Metchosin $ 114,440.56
2002 $ 28,450.42
2003 $ 6,840.94
2004 $ 78,265.01
2005 $ 884.19
Metz $ 103,921.09
2002 $ 13,209.97
2003 $ 21,772.35
2004 $ 68,696.86
2005 $ 241.91
Mill Valley $ 101,867.39
2002 $ 39,693.76
2003 $ 8,522.35
2004 $ 53,396.49
2005 $ 254.78

53. Milsons Point $ 206,718.55
2002 $ 64,935.08
2003 $ 48,583.96
2004 $ 92,785.81
2005 $ 413.70
Milton Keynes $ 146,095.22
2002 $ 21,117.95
2003 $ 34,711.27
2004 $ 89,954.48
2005 $ 311.52
Milwaukie $ 145,879.87
2002 $ 36,358.40
2003 $ 30,427.94
2004 $ 78,835.88
2005 $ 257.64
Morangis $ 62,358.29
2002 $ 19,348.32
2003 $ 13,615.46
2004 $ 29,394.52
Mühlheim $ 58,367.45
2002 $ 7,907.98
2003 $ 15,389.10
2004 $ 34,916.29
2005 $ 154.08
München $ 177,070.09
2002 $ 25,268.94
2003 $ 37,541.12
2004 $ 114,169.47
2005 $ 90.56
Münster $ 54,939.34

54. 2002 $ 20,542.45
2003 $ 2,835.89
2004 $ 31,555.49
2005 $ 5.51
N. Vancouver $ 126,831.62
2002 $ 20,542.45
2003 $ 28,119.81
2004 $ 77,285.59
2005 $ 883.78
National City $ 127,264.88
2002 $ 28,576.68
2003 $ 17,411.62
2004 $ 81,135.26
2005 $ 141.32
Neunkirchen $ 103,755.83
2002 $ 8,680.48
2003 $ 18,931.55
2004 $ 75,978.66
2005 $ 165.14
Newcastle $ 271,759.87
2002 $ 81,978.02
2003 $ 48,995.71
2004 $ 140,631.21
2005 $ 154.94
Newcastle upon Tyne $ 126,707.36
2002 $ 31,237.91
2003 $ 18,401.66
2004 $ 76,963.81
2005 $ 103.98
Newport Beach $ 127,922.80

55. 2002 $ 39,342.88
2003 $ 12,817.82
2004 $ 75,622.35
2005 $ 139.74
Newton $ 139,325.78
2002 $ 47,771.12
2003 $ 26,401.37
2004 $ 64,359.58
2005 $ 793.71
North Ryde $ 229,931.31
2002 $ 51,358.73
2003 $ 67,217.32
2004 $ 111,027.18
2005 $ 328.08
North Sydney $ 175,945.97
2002 $ 56,633.10
2003 $ 36,051.55
2004 $ 83,090.60
2005 $ 170.72
Novato $ 127,782.97
2002 $ 29,546.18
2003 $ 17,831.31
2004 $ 80,150.35
2005 $ 255.13
Oak Bay $ 160,136.97
2002 $ 39,315.26
2003 $ 29,305.16
2004 $ 90,896.10
2005 $ 620.45
Oakland $ 139,117.58

56. 2002 $ 31,210.28
2003 $ 25,616.89
2004 $ 82,190.75
2005 $ 99.66
Offenbach $ 93,395.86
2002 $ 15,618.95
2003 $ 21,351.71
2004 $ 56,401.45
2005 $ 23.75
Olympia $ 128,499.81
2002 $ 28,450.42
2003 $ 24,025.79
2004 $ 75,891.05
2005 $ 132.55
Oregon City $ 101,096.98
2002 $ 16,391.46
2003 $ 17,919.64
2004 $ 66,674.11
2005 $ 111.77
Orleans $ 101,177.02
2002 $ 16,588.46
2003 $ 22,734.93
2004 $ 61,853.63
Orly $ 31,468.33
2002 $ 7,486.35
2003 $ 7,975.38
2004 $ 15,952.49
2005 $ 54.11
Oxford $ 183,924.83
2002 $ 28,028.80

57. 2003 $ 39,316.57
2004 $ 116,365.72
2005 $ 213.74
Oxon $ 55,982.67
2002 $ 9,255.98
2003 $ 11,756.10
2004 $ 34,926.40
2005 $ 44.19
Paderborn $ 152,755.45
2002 $ 36,681.65
2003 $ 34,812.21
2004 $ 81,102.56
2005 $ 159.02
Palo Alto $ 125,811.01
2002 $ 32,979.92
2003 $ 18,092.14
2004 $ 74,640.01
2005 $ 98.94
Pantin $ 85,752.16
2002 $ 11,664.97
2003 $ 21,028.85
2004 $ 52,898.20
2005 $ 160.14
Paris $ 596,397.06
2002 $ 76,677.95
2003 $ 163,312.41
2004 $ 355,612.14
2005 $ 794.56
Paris La Defense $ 50,112.70
2002 $ 3,953.99

58. 2003 $ 12,817.82
2004 $ 33,332.85
2005 $ 8.04
Perth $ 238,569.94
2002 $ 72,673.68
2003 $ 50,150.19
2004 $ 115,697.49
2005 $ 48.59
Peterborough $ 95,850.90
2002 $ 15,815.95
2003 $ 20,285.36
2004 $ 59,492.21
2005 $ 257.38
Poing $ 44,346.86
2002 $ 7,710.98
2003 $ 6,963.80
2004 $ 29,342.06
2005 $ 330.02
Port Hammond $ 137,704.95
2002 $ 32,207.41
2003 $ 21,318.13
2004 $ 83,725.47
2005 $ 453.93
Port Macquarie $ 307,283.39
2002 $ 100,647.23
2003 $ 64,449.00
2004 $ 142,119.47
2005 $ 67.69
Port Orchard $ 118,192.64
2002 $ 39,539.88

59. 2003 $ 16,376.84
2004 $ 62,043.10
2005 $ 232.82
Portland $ 122,267.75
2002 $ 40,690.89
2003 $ 13,800.44
2004 $ 67,532.90
2005 $ 243.51
Puyallup $ 124,301.66
2002 $ 29,025.93
2003 $ 26,369.28
2004 $ 68,771.20
2005 $ 135.25
Reading $ 35,664.56
2002 $ 4,726.49
2003 $ 7,231.88
2004 $ 23,649.32
2005 $ 56.86
Redmond $ 87,100.94
2002 $ 11,664.97
2003 $ 18,647.18
2004 $ 56,086.10
2005 $ 702.69
Redwood City $ 111,764.94
2002 $ 29,798.43
2003 $ 14,114.26
2004 $ 67,529.23
2005 $ 323.03
Renton $ 107,577.57
2002 $ 24,299.43

60. 2003 $ 16,065.85
2004 $ 67,102.94
2005 $ 109.35
Rhodes $ 221,462.52
2002 $ 48,374.24
2003 $ 63,104.06
2004 $ 109,823.51
2005 $ 160.71
Rockhampton $ 234,190.84
2002 $ 54,287.97
2003 $ 59,969.98
2004 $ 119,477.51
2005 $ 455.39
Roissy en Brie $ 58,167.69
2002 $ 4,726.49
2003 $ 16,920.25
2004 $ 36,466.84
2005 $ 54.11
Roncq $ 42,326.89
2002 $ 11,637.34
2003 $ 5,564.75
2004 $ 24,891.40
2005 $ 233.40
Roubaix $ 95,342.31
2002 $ 7,907.98
2003 $ 22,734.93
2004 $ 64,329.58
2005 $ 369.82
Royal Oak $ 151,610.41
2002 $ 55,903.72

61. 2003 $ 15,729.05
2004 $ 79,170.02
2005 $ 807.62
Runcorn $ 115,088.10
2002 $ 20,148.45
2003 $ 23,522.58
2004 $ 71,256.82
2005 $ 160.26
Saarbrücken $ 55,608.40
2002 $ 11,637.34
2003 $ 13,058.10
2004 $ 30,824.60
2005 $ 88.36
Saarlouis $ 84,658.91
2002 $ 15,618.95
2003 $ 17,637.92
2004 $ 51,195.50
2005 $ 206.54
Saint Germain en Laye $ 84,175.97
2002 $ 20,542.45
2003 $ 14,763.85
2004 $ 48,743.24
2005 $ 126.45
Saint Ouen $ 94,445.20
2002 $ 12,634.47
2003 $ 32,309.02
2004 $ 49,424.42
2005 $ 77.29
Saint-Denis $ 70,479.77
2002 $ 19,572.94

62. 2003 $ 12,914.87
2004 $ 37,883.43
2005 $ 108.53
Salem $ 109,030.84
2002 $ 31,407.28
2003 $ 13,874.31
2004 $ 63,180.68
2005 $ 568.57
Salzgitter $ 63,375.34
2002 $ 7,710.98
2003 $ 16,162.08
2004 $ 39,463.62
2005 $ 38.66
San Carlos $ 126,497.03
2002 $ 24,496.43
2003 $ 18,265.28
2004 $ 83,486.76
2005 $ 248.56
San Diego $ 110,047.40
2002 $ 19,545.32
2003 $ 16,734.53
2004 $ 73,486.78
2005 $ 280.77
San Francisco $ 75,868.34
2002 $ 31,407.28
2003 $ 8,812.78
2004 $ 35,510.44
2005 $ 137.84
San Gabriel $ 132,384.13
2002 $ 24,819.69

63. 2003 $ 23,214.97
2004 $ 84,054.93
2005 $ 294.54
Santa Cruz $ 152,296.39
2002 $ 31,631.91
2003 $ 22,001.30
2004 $ 98,261.88
2005 $ 401.30
Santa Monica $ 177,272.16
2002 $ 46,998.61
2003 $ 30,059.86
2004 $ 100,202.66
2005 $ 11.03
Seaford $ 207,810.10
2002 $ 43,817.13
2003 $ 64,559.05
2004 $ 99,159.68
2005 $ 274.24
Seattle $ 83,057.18
2002 $ 23,723.93
2003 $ 12,865.87
2004 $ 46,199.08
2005 $ 268.31
Sedro Woolley $ 128,342.58
2002 $ 31,210.28
2003 $ 24,105.02
2004 $ 72,926.80
2005 $ 100.47
Sèvres $ 43,756.02
2002 $ 5,499.00

64. 2003 $ 3,394.40
2004 $ 34,760.00
2005 $ 102.62
Shawnee $ 142,362.76
2002 $ 48,992.87
2003 $ 19,443.02
2004 $ 72,855.30
2005 $ 1,071.58
Silverwater $ 193,620.89
2002 $ 36,709.28
2003 $ 55,285.05
2004 $ 101,452.30
2005 $ 174.26
Solingen $ 110,740.05
2002 $ 17,684.22
2003 $ 23,733.38
2004 $ 69,294.84
2005 $ 27.61
Sooke $ 137,367.86
2002 $ 63,445.32
2003 $ 20,020.75
2004 $ 52,960.43
2005 $ 941.36
South Melbourne $ 227,405.51
2002 $ 67,470.31
2003 $ 44,066.27
2004 $ 115,751.53
2005 $ 117.40
Spokane $ 76,361.84
2002 $ 16,588.46

65. 2003 $ 13,047.72
2004 $ 46,628.71
2005 $ 96.95
Spring Valley $ 148,473.85
2002 $ 32,179.79
2003 $ 22,009.67
2004 $ 94,137.77
2005 $ 146.62
Springwood $ 182,436.24
2002 $ 59,569.24
2003 $ 38,759.21
2004 $ 83,918.60
2005 $ 189.20
St. Leonards $ 204,892.52
2002 $ 66,697.81
2003 $ 40,615.44
2004 $ 97,200.53
2005 $ 378.74
Stoke-on-Trent $ 102,143.82
2002 $ 15,618.95
2003 $ 16,445.26
2004 $ 70,064.16
2005 $ 15.45
Stuttgart $ 88,960.75
2002 $ 8,680.48
2003 $ 20,425.64
2004 $ 59,551.42
2005 $ 303.21
Sulzbach Taunus $ 73,747.46
2002 $ 8,258.86

66. 2003 $ 18,844.22
2004 $ 46,581.42
2005 $ 62.95
Sunbury $ 294,979.25
2002 $ 108,807.45
2003 $ 46,368.80
2004 $ 138,987.26
2005 $ 815.75
Suresnes $ 38,785.21
2002 $ 7,907.98
2003 $ 2,410.63
2004 $ 28,425.42
2005 $ 41.18
Sydney $ 310,486.58
2002 $ 71,845.93
2003 $ 87,464.37
2004 $ 150,814.37
2005 $ 361.91
Tacoma $ 112,557.82
2002 $ 27,453.29
2003 $ 16,909.53
2004 $ 67,836.14
2005 $ 358.86
Torrance $ 164,014.96
2002 $ 45,811.38
2003 $ 23,462.34
2004 $ 94,614.77
2005 $ 126.46
Townsville $ 315,463.06
2002 $ 75,224.41

67. 2003 $ 78,637.22
2004 $ 161,562.70
2005 $ 38.73
Tremblay-en-France $ 101,502.62
2002 $ 3,953.99
2003 $ 29,900.06
2004 $ 67,553.03
2005 $ 95.54
Vancouver $ 137,479.29
2002 $ 43,620.13
2003 $ 26,317.33
2004 $ 67,115.46
2005 $ 426.36
Verrieres Le Buisson $ 45,989.68
2002 $ 4,726.49
2003 $ 14,602.37
2004 $ 26,660.81
Versailles $ 113,436.27
2002 $ 27,677.92
2003 $ 22,394.86
2004 $ 63,197.25
2005 $ 166.24
Victoria $ 114,992.30
2002 $ 28,450.42
2003 $ 16,866.62
2004 $ 68,848.91
2005 $ 826.34
Villeneuve-d'Ascq $ 98,495.79
2002 $ 23,274.68
2003 $ 22,337.47

68. 2004 $ 52,851.06
2005 $ 32.58
W. Linn $ 109,652.68
2002 $ 48,122.00
2003 $ 6,283.58
2004 $ 55,149.97
2005 $ 97.13
W. York $ 49,648.86
2002 $ 11,861.97
2003 $ 5,246.52
2004 $ 32,540.38
Walla Walla $ 153,301.39
2002 $ 47,546.49
2003 $ 34,681.46
2004 $ 70,558.13
2005 $ 515.32
Warrington $ 171,878.70
2002 $ 40,438.64
2003 $ 30,600.32
2004 $ 100,745.58
2005 $ 94.16
Warrnambool $ 361,375.21
2002 $ 112,782.17
2003 $ 72,117.57
2004 $ 176,207.06
2005 $ 268.40
Watford $ 130,948.31
2002 $ 23,302.31
2003 $ 27,174.68
2004 $ 80,249.87

69. 2005 $ 221.45
Werne $ 74,173.74
2002 $ 5,499.00
2003 $ 18,694.41
2004 $ 49,772.69
2005 $ 207.65
West Covina $ 128,103.98
2002 $ 35,072.80
2003 $ 6,308.25
2004 $ 86,509.07
2005 $ 213.86
West Sussex $ 53,677.15
2003 $ 20,990.24
2004 $ 32,431.07
2005 $ 255.84
Westminster $ 119,435.15
2002 $ 23,050.06
2003 $ 21,604.78
2004 $ 74,377.93
2005 $ 402.39
Wokingham $ 73,470.88
2002 $ 3,953.99
2003 $ 25,929.73
2004 $ 43,571.71
2005 $ 15.45
Wollongong $ 374,499.40
2002 $ 86,929.13
2003 $ 101,917.57
2004 $ 185,551.09
2005 $ 101.62

70. Woodburn $ 99,508.55
2002 $ 24,496.43
2003 $ 12,021.04
2004 $ 62,796.34
2005 $ 194.73
Woodland Hills $ 188,157.12
2002 $ 62,799.07
2003 $ 26,833.36
2004 $ 98,113.54
2005 $ 411.15
Woolston $ 73,767.07
2002 $ 19,572.94
2003 $ 10,650.61
2004 $ 43,467.30
2005 $ 76.21
Yakima $ 104,378.39
2002 $ 36,736.90
2003 $ 6,205.63
2004 $ 61,201.04
2005 $ 234.81
York $ 250,167.65
2002 $ 47,771.12
2003 $ 46,109.46
2004 $ 156,115.28
2005 $ 171.79
Grand Total $ 32,441,341.06

71. QUERY 9
select d.MARITAL_STATUS, ltime.Fiscal_Year, sum(final_amount) as total_amount
from customer_DIM d inner join
SALES_FACT f
on f.cust_no = d.CUST_NO
inner join TIME_DIM ltime
on ltime.time_id = f.Time_ID
where ltime.Fiscal_Year in(2002, 2003, 2004, 2005)
group by ROLLUP(d.MARITAL_STATUS, ltime.Fiscal_Year);
TOTAL SALES

72. M $ 16,782,051.69
2002 $ 3,876,070.31
2003 $ 3,206,112.56
2004 $ 9,667,011.17
2005 $ 32,857.65
S $ 15,659,289.37
2002 $ 3,938,582.90
2003 $ 3,161,045.98
2004 $ 8,536,339.15
2005 $ 23,321.34
Grand Total $ 32,441,341.06

73. Total Sales Per Marital Status
$12,000,000.00
$10,000,000.00
$8,000,000.00
$6,000,000.00
$4,000,000.00
$2,000,000.00
$-
2002 2003 2004 2005 2002 2003 2004 2005
M S

74. QUERY 10
select d.YEARLY_INCOME , ltime.Fiscal_Year, sum(final_amount) as total_amount
from customer_DIM d inner join
SALES_FACT f
on f.cust_no = d.CUST_NO
inner join TIME_DIM ltime
on ltime.time_id = f.Time_ID
where ltime.Fiscal_Year in(2002, 2003, 2004, 2005)
group by ROLLUP(d.YEARLY_INCOME , ltime.Fiscal_Year);
TOTAL SALES
10000 $ 1,542,976.96
2002 $ 464,036.61
2003 $ 412,758.20
2004 $ 663,376.29
2005 $ 2,805.85
20000 $ 2,221,769.03
2002 $ 522,617.55
2003 $ 587,697.23
2004 $ 1,106,897.89
2005 $ 4,556.35
30000 $ 3,229,114.41
2002 $ 822,972.51

75. 2003 $ 805,428.74
2004 $ 1,594,261.80
2005 $ 6,451.36
40000 $ 4,670,386.06
2002 $ 1,041,138.66
2003 $ 917,216.98
2004 $ 2,703,020.49
2005 $ 9,009.93
50000 $ 890,102.93
2002 $ 245,954.57
2003 $ 165,671.25
2004 $ 476,563.67
2005 $ 1,913.44
60000 $ 4,674,756.64
2002 $ 1,456,997.04
2003 $ 894,872.62
2004 $ 2,313,994.50
2005 $ 8,892.49
70000 $ 4,955,084.26
2002 $ 1,053,831.22
2003 $ 828,575.41
2004 $ 3,065,681.92
2005 $ 6,995.71
80000 $ 2,642,576.40
2002 $ 596,612.81
2003 $ 383,560.87
2004 $ 1,656,204.70
2005 $ 6,198.02
90000 $ 2,284,087.96
2002 $ 498,621.32
2003 $ 438,358.92
2004 $ 1,344,222.78

76. 2005 $ 2,884.94
100000 $ 1,185,685.31
2002 $ 255,428.28
2003 $ 231,204.49
2004 $ 696,081.52
2005 $ 2,971.02
110000 $ 1,126,578.02
2002 $ 263,004.67
2003 $ 199,897.24
2004 $ 663,266.55
2005 $ 409.57
120000 $ 840,480.83
2002 $ 181,938.98
2003 $ 153,559.47
2004 $ 504,031.07
2005 $ 951.32
130000 $ 1,318,185.32
2002 $ 264,191.90
2003 $ 213,940.13
2004 $ 838,724.35
2005 $ 1,328.95
150000 $ 266,825.13
2002 $ 47,798.74
2003 $ 43,625.99
2004 $ 174,997.76
2005 $ 402.64
160000 $ 233,291.06
2002 $ 39,666.14
2003 $ 33,411.88
2004 $ 159,936.81
2005 $ 276.23
170000 $ 359,440.72

77. 2002 $ 59,842.21
2003 $ 57,379.11
2004 $ 242,088.23
2005 $ 131.16
Grand
Total $ 32,441,341.06
QUERY 11
select d.YEARLY_INCOME , ltime.Fiscal_Year, sum(final_amount) as total_amount
from customer_DIM d inner join
SALES_FACT f
on f.cust_no = d.CUST_NO
inner join TIME_DIM ltime
on ltime.time_id = f.Time_ID
where ltime.Fiscal_Year in(2002, 2003, 2004, 2005)
group by ROLLUP(d.YEARLY_INCOME , ltime.Fiscal_Year);
TOTAL SALES
2001 $ 3,609,342.95
2002 $ 3,609,342.95
10000 $ 245,552.50

78. 20000 $ 261,164.29
30000 $ 352,716.31
40000 $ 480,623.20
50000 $ 76,579.32
60000 $ 702,744.95
70000 $ 559,761.52
80000 $ 231,618.11
90000 $ 250,000.03
100000 $ 95,471.23
110000 $ 134,435.61
120000 $ 59,309.83
130000 $ 94,797.35
150000 $ 8,483.48
160000 $ 28,253.42
170000 $ 27,831.80
2002 $ 7,216,029.72
2002 $ 4,205,310.26
10000 $ 218,484.11
20000 $ 261,453.25
30000 $ 470,256.19
40000 $ 560,515.46
50000 $ 169,375.25
60000 $ 754,252.10
70000 $ 494,069.70
80000 $ 364,994.70
90000 $ 248,621.29
100000 $ 159,957.05
110000 $ 128,569.06
120000 $ 122,629.15
130000 $ 169,394.54

79. 150000 $ 39,315.26
160000 $ 11,412.72
170000 $ 32,010.41
2003 $ 3,010,719.46
10000 $ 188,319.51
20000 $ 251,230.07
30000 $ 401,525.45
40000 $ 415,993.34
50000 $ 83,342.31
60000 $ 442,579.60
70000 $ 357,237.94
80000 $ 194,293.09
90000 $ 202,218.37
100000 $ 104,792.08
110000 $ 112,259.30
120000 $ 78,854.46
130000 $ 110,528.35
150000 $ 21,008.81
160000 $ 18,485.71
170000 $ 28,051.08
2003 $ 10,819,122.72
2003 $ 3,356,439.08
10000 $ 224,438.70
20000 $ 336,467.16
30000 $ 403,903.30
40000 $ 501,223.64
50000 $ 82,328.94
60000 $ 452,293.02
70000 $ 471,337.47
80000 $ 189,267.78

80. 90000 $ 236,140.55
100000 $ 126,412.42
110000 $ 87,637.94
120000 $ 74,705.01
130000 $ 103,411.78
150000 $ 22,617.18
160000 $ 14,926.17
170000 $ 29,328.03
2004 $ 7,462,683.65
10000 $ 260,679.81
20000 $ 439,853.68
30000 $ 657,492.88
40000 $ 1,145,492.73
50000 $ 166,627.93
60000 $ 945,864.55
70000 $ 1,191,716.60
80000 $ 765,428.85
90000 $ 559,182.65
100000 $ 269,022.15
110000 $ 249,316.32
120000 $ 188,633.10
130000 $ 390,818.14
150000 $ 84,398.32
160000 $ 52,920.37
170000 $ 95,235.58
2004 $ 10,796,845.67
2004 $ 10,740,666.67
10000 $ 402,696.48
20000 $ 667,044.21
30000 $ 936,768.92

81. 40000 $ 1,557,527.76
50000 $ 309,935.74
60000 $ 1,368,129.95
70000 $ 1,873,965.32
80000 $ 890,775.84
90000 $ 785,040.13
100000 $ 427,059.37
110000 $ 413,950.23
120000 $ 315,397.97
130000 $ 447,906.21
150000 $ 90,599.44
160000 $ 107,016.44
170000 $ 146,852.64
2005 $ 56,178.99
10000 $ 2,805.85
20000 $ 4,556.35
30000 $ 6,451.36
40000 $ 9,009.93
50000 $ 1,913.44
60000 $ 8,892.49
70000 $ 6,995.71
80000 $ 6,198.02
90000 $ 2,884.94
100000 $ 2,971.02
110000 $ 409.57
120000 $ 951.32
130000 $ 1,328.95
150000 $ 402.64
160000 $ 276.23
170000 $ 131.16

82. Grand Total $ 32,441,341.06