Data Warehouse Project-Report Analysis

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Data Warehouse Project-Report Analysis

  1. 1. [DATA WAREHOUSE REPORT ANALYSIS] BY GROUP 4
  2. 2. QUERY_2Aselect prod.product_no, ltime.fiscal_year,sum(sal.final_amount)from product_dim prod inner join sales_fact salon prod.product_no = sal.product_noinner join time_dim ltime on ltime.time_id = sal.time_idwhere ltime.fiscal_year = 2002group 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. 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 2Bselect prod.product_no, ltime.fiscal_year,
  4. 4. sum(sal.final_amount)from product_dim prod inner join sales_fact salon prod.product_no = sal.product_noinner join time_dim ltime on ltime.time_id = sal.time_idwhere ltime.fiscal_year = 2003group 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. 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 2Cselect prod.product_no, ltime.fiscal_year, sum(sal.final_amount)from product_dim prod inner join sales_fact salon prod.product_no = sal.product_noinner join time_dim ltime on ltime.time_id = sal.time_idwhere ltime.fiscal_year = 2004group by grouping sets(ltime.fiscal_year,prod.product_no);
  6. 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. 7. 474 $ 22,350.97475 $ 25,599.21476 $ 26,140.58477 $ 22,475.06478 $ 21,426.70479 $ 16,907.67480 $ 7,616.81481 $ 2,791.45482 $ 2,602.71483 $ 40,840.80484 $ 7,590.07485 $ 48,915.83486 $ 41,815.41487 $ 42,899.38488 $ 23,565.31489 $ 23,028.37490 $ 21,835.19491 $ 23,267.01528 $ 16,034.71529 $ 9,770.34530 $ 7,703.06535 $ 22,063.59536 $ 35,889.54537 $ 51,476.43538 $ 23,271.57539 $ 24,576.46540 $ 28,962.49541 $ 28,221.95560 $ 108,735.15561 $ 453,116.35562 $ 397,794.01
  8. 8. 563 $ 416,234.79564 $ 368,815.64565 $ 45,116.32566 $ 46,756.92567 $ 52,499.00568 $ 48,397.51569 $ 48,397.51570 $ 39,374.25571 $ 38,553.95572 $ 41,014.84573 $ 466,288.34574 $ 395,159.61575 $ 421,503.58576 $ 387,256.42577 $ 130,213.70578 $ 142,295.39579 $ 118,132.02580 $ 462,380.12581 $ 441,704.59582 $ 405,992.30583 $ 436,065.81584 $ 199,294.13585 $ 43,475.73586 $ 39,374.25587 $ 125,842.40588 $ 108,836.67589 $ 109,686.96590 $ 117,339.54591 $ 28,094.13592 $ 28,094.13593 $ 24,348.25
  9. 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 2Dselect prod.product_no, ltime.fiscal_year, sum(sal.final_amount)from product_dim prod inner join sales_fact salon prod.product_no = sal.product_noinner join time_dim ltime on ltime.time_id = sal.time_idwhere ltime.fiscal_year = 2005group by grouping sets(ltime.fiscal_year,prod.product_no);
  10. 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. 11. 486 $ 1,932.65487 $ 1,640.63488 $ 656.25489 $ 1,252.84490 $ 477.27491 $ 1,133.52528 $ 1,031.12529 $ 705.44530 $ 501.77535 $ 1,739.68536 $ 2,584.84537 $ 2,513.88538 $ 1,519.78539 $ 994.10540 $ 1,945.24541 $ 1,729.84 2005 $ 56,178.99
  12. 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. 13. QUERY 3 Aselect salter.SALES_TERRITORY_CODE,sum(final_amount)from sale_territory_dim salter inner join sales_fact salon salter.SALES_TERRITORY_CODE =sal.SALES_TERRITORY_CODEwhere final_amount is not nullgroup 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. 14. QUERY 3 Bselect salter.SALES_TERRITORY_REGION, sum(final_amount)from sale_territory_dim salter inner join sales_fact salon salter.SALES_TERRITORY_CODE = sal.SALES_TERRITORY_CODEwhere final_amount is not nullgroup 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. 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. 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. 17. QUERY 3Dselect salter.SALES_TERRITORY_COUNTRY, sum(final_amount)from sale_territory_dim salter inner join sales_fact salon salter.SALES_TERRITORY_CODE = sal.SALES_TERRITORY_CODEwhere final_amount is not nullgroup 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. 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. 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 $ 1,058,738.81United 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 $ 580,568.72United 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 $ 743,081.76United Kingdom $ 950,668.99 United States $ 2,586,776.52 Grand Total $ 32,441,341.06
  20. 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 4select salter.SALES_TERRITORY_CODE,ltime.fiscal_year, sum(final_amount)from sale_territory_dim salter inner join sales_fact salon salter.SALES_TERRITORY_CODE = sal.SALES_TERRITORY_CODEinner join time_dim ltimeon ltime.time_id = sal.time_idwhere final_amount is not null
  21. 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. 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 $ 4,664.67Grand Total $ 32,441,341.06
  23. 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 5select d.Currency_Name, ltime.Fiscal_Year,sum(final_amount) as total_amountfrom Currency_dim d inner join SALES_FACT sal on d.currency_no = sal.currency_no inner join TIME_DIM ltime onltime.time_id = sal.Time_ID
  24. 24. inner joinSALE_TERRITORY_DIM salteron salter.SALEs_TERRITORY_CODE = sal.SALES_TERRITORY_CODEwhere 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. 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 $ 55,355.39Grand Total $ 32,441,341.06
  26. 26. QUERY 6select d.EDUCATIONAL_LEVEL, ltime.Fiscal_Year, sum(final_amount) as total_amountfrom CUSTOMER_DIM d inner joinSALES_FACT fon f.cust_no = d.CUST_NOinner join TIME_DIM ltimeon ltime.time_id = f.Time_IDwhere ltime.Fiscal_Year in (2002, 2003, 2004, 2005)group by rollup(d.EDUCATIONAL_LEVEL, ltime.Fiscal_Year);
  27. 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 $ 4,657.96Grand Total $ 32,441,341.06
  28. 28. QUERY 7select d.JOB_CLASS, ltime.Fiscal_Year, sum(final_amount) as total_amountfrom customer_DIM d inner joinSALES_FACT fon f.cust_no = d.CUST_NOinner join TIME_DIM ltimeon ltime.time_id = f.Time_IDwhere 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. 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. 30. QUERY 8select d.CUST_CITY, ltime.Fiscal_Year, sum(final_amount) as total_amountfrom customer_DIM d inner joinSALES_FACT fon f.cust_no = d.CUST_NOinner join TIME_DIM ltimeon ltime.time_id = f.Time_IDwhere 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. 31. 2004 $ 28.16 Beaverton $ 178,965.19 2002 $ 47,250.86 2003 $ 31,600.05 2004 $ 99,317.22 2005 $ 797.06Bell 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. 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 $ 127.09Beverly 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 $ 91.26Birmingham $ 59,223.77
  33. 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 $ 14.34Boulogne-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. 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 $ 90.01Braunschweig $ 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. 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 $ 763.42Burlingame $ 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. 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 $ 28,033.85Campbellsville $ 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. 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 $ 138.01Cheektowaga $ 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. 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 $ 2,709.50City 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. 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 $ 82.05Coffs Harbour $ 260,177.76 2002 $ 79,781.53 2003 $ 58,423.42 2004 $ 121,802.49 2005 $ 170.33College 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. 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 $ 365.91Courbevoie $ 42,884.65 2002 $ 7,683.35 2003 $ 11,756.10 2004 $ 23,364.58 2005 $ 80.62Cranbourne $ 203,900.20 2002 $ 72,870.68 2003 $ 35,151.82 2004 $ 95,408.42 2005 $ 469.28 Croix $ 40,644.04
  41. 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 $ 196.54Darlinghurst $ 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. 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 $ 102.49East 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. 43. 2005 $ 314.86 Erlangen $ 85,732.01 2002 $ 24,496.43 2003 $ 9,899.69 2004 $ 51,264.65 2005 $ 71.24Esher-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. 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. 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 $ 221.20Grevenbroich $ 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. 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 $ 412.21High 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 $ 121.50Imperial Beach $ 107,829.79
  47. 47. 2002 $ 15,815.95 2003 $ 21,325.89 2004 $ 70,685.41 2005 $ 2.53Ingolstadt $ 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. 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 $ 375.93Lake 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. 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 $ 710.16Lavender 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 $ 41,446.13Lemon Grove $ 203,946.34 2002 $ 77,766.55 2003 $ 15,936.90
  50. 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 $ 90.09Lincoln 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. 51. 2004 $ 572,002.60 2005 $ 982.62Long Beach $ 162,215.87 2002 $ 48,346.62 2003 $ 19,009.50 2004 $ 94,813.04 2005 $ 46.70Los 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 $ 514.11Maidenhead $ 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. 52. Matraville $ 239,303.72 2002 $ 81,599.51 2003 $ 45,352.84 2004 $ 112,144.87 2005 $ 206.50Melbourne $ 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 $ 244.17Metchosin $ 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 $ 241.91Mill Valley $ 101,867.39 2002 $ 39,693.76 2003 $ 8,522.35 2004 $ 53,396.49 2005 $ 254.78
  53. 53. Milsons Point $ 206,718.55 2002 $ 64,935.08 2003 $ 48,583.96 2004 $ 92,785.81 2005 $ 413.70Milton 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. 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 $ 154.94Newcastle 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. 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 $ 328.08North 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. 56. 2002 $ 31,210.28 2003 $ 25,616.89 2004 $ 82,190.75 2005 $ 99.66Offenbach $ 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 $ 132.55Oregon 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. 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 $ 794.56Paris La Defense $ 50,112.70 2002 $ 3,953.99
  58. 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 $ 330.02Port Hammond $ 137,704.95 2002 $ 32,207.41 2003 $ 21,318.13 2004 $ 83,725.47 2005 $ 453.93Port 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. 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 $ 702.69Redwood 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. 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 $ 160.71Rockhampton $ 234,190.84 2002 $ 54,287.97 2003 $ 59,969.98 2004 $ 119,477.51 2005 $ 455.39Roissy 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. 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 $ 206.54Saint 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. 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 $ 280.77San 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. 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 $ 401.30Santa 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 $ 268.31Sedro 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. 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 $ 941.36South 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. 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 $ 303.21Sulzbach Taunus $ 73,747.46 2002 $ 8,258.86
  66. 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 $ 126.46Townsville $ 315,463.06 2002 $ 75,224.41
  67. 67. 2003 $ 78,637.22 2004 $ 161,562.70 2005 $ 38.73Tremblay-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 $ 426.36Verrieres 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-dAscq $ 98,495.79 2002 $ 23,274.68 2003 $ 22,337.47
  68. 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 $ 32,540.38Walla 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 $ 94.16Warrnambool $ 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. 69. 2005 $ 221.45 Werne $ 74,173.74 2002 $ 5,499.00 2003 $ 18,694.41 2004 $ 49,772.69 2005 $ 207.65West Covina $ 128,103.98 2002 $ 35,072.80 2003 $ 6,308.25 2004 $ 86,509.07 2005 $ 213.86West Sussex $ 53,677.15 2003 $ 20,990.24 2004 $ 32,431.07 2005 $ 255.84Westminster $ 119,435.15 2002 $ 23,050.06 2003 $ 21,604.78 2004 $ 74,377.93 2005 $ 402.39Wokingham $ 73,470.88 2002 $ 3,953.99 2003 $ 25,929.73 2004 $ 43,571.71 2005 $ 15.45Wollongong $ 374,499.40 2002 $ 86,929.13 2003 $ 101,917.57 2004 $ 185,551.09 2005 $ 101.62
  70. 70. Woodburn $ 99,508.55 2002 $ 24,496.43 2003 $ 12,021.04 2004 $ 62,796.34 2005 $ 194.73Woodland 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. 71. QUERY 9select d.MARITAL_STATUS, ltime.Fiscal_Year, sum(final_amount) as total_amountfrom customer_DIM d inner joinSALES_FACT fon f.cust_no = d.CUST_NOinner join TIME_DIM ltimeon ltime.time_id = f.Time_IDwhere ltime.Fiscal_Year in(2002, 2003, 2004, 2005)group by ROLLUP(d.MARITAL_STATUS, ltime.Fiscal_Year); TOTAL SALES
  72. 72. M $ 16,782,051.692002 $ 3,876,070.312003 $ 3,206,112.562004 $ 9,667,011.172005 $ 32,857.65S $ 15,659,289.372002 $ 3,938,582.902003 $ 3,161,045.982004 $ 8,536,339.152005 $ 23,321.34Grand Total $ 32,441,341.06
  73. 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. 74. QUERY 10select d.YEARLY_INCOME , ltime.Fiscal_Year, sum(final_amount) as total_amountfrom customer_DIM d inner joinSALES_FACT fon f.cust_no = d.CUST_NOinner join TIME_DIM ltimeon ltime.time_id = f.Time_IDwhere 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. 75. 2003 $ 805,428.742004 $ 1,594,261.802005 $ 6,451.3640000 $ 4,670,386.062002 $ 1,041,138.662003 $ 917,216.982004 $ 2,703,020.492005 $ 9,009.9350000 $ 890,102.932002 $ 245,954.572003 $ 165,671.252004 $ 476,563.672005 $ 1,913.4460000 $ 4,674,756.642002 $ 1,456,997.042003 $ 894,872.622004 $ 2,313,994.502005 $ 8,892.4970000 $ 4,955,084.262002 $ 1,053,831.222003 $ 828,575.412004 $ 3,065,681.922005 $ 6,995.7180000 $ 2,642,576.402002 $ 596,612.812003 $ 383,560.872004 $ 1,656,204.702005 $ 6,198.0290000 $ 2,284,087.962002 $ 498,621.322003 $ 438,358.922004 $ 1,344,222.78
  76. 76. 2005 $ 2,884.94100000 $ 1,185,685.31 2002 $ 255,428.28 2003 $ 231,204.49 2004 $ 696,081.52 2005 $ 2,971.02110000 $ 1,126,578.02 2002 $ 263,004.67 2003 $ 199,897.24 2004 $ 663,266.55 2005 $ 409.57120000 $ 840,480.83 2002 $ 181,938.98 2003 $ 153,559.47 2004 $ 504,031.07 2005 $ 951.32130000 $ 1,318,185.32 2002 $ 264,191.90 2003 $ 213,940.13 2004 $ 838,724.35 2005 $ 1,328.95150000 $ 266,825.13 2002 $ 47,798.74 2003 $ 43,625.99 2004 $ 174,997.76 2005 $ 402.64160000 $ 233,291.06 2002 $ 39,666.14 2003 $ 33,411.88 2004 $ 159,936.81 2005 $ 276.23170000 $ 359,440.72
  77. 77. 2002 $ 59,842.21 2003 $ 57,379.11 2004 $ 242,088.23 2005 $ 131.16 Grand Total $ 32,441,341.06 QUERY 11select d.YEARLY_INCOME , ltime.Fiscal_Year, sum(final_amount) as total_amountfrom customer_DIM d inner joinSALES_FACT fon f.cust_no = d.CUST_NOinner join TIME_DIM ltimeon ltime.time_id = f.Time_IDwhere 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. 78. 20000 $ 261,164.2930000 $ 352,716.3140000 $ 480,623.2050000 $ 76,579.3260000 $ 702,744.9570000 $ 559,761.5280000 $ 231,618.1190000 $ 250,000.03100000 $ 95,471.23110000 $ 134,435.61120000 $ 59,309.83130000 $ 94,797.35150000 $ 8,483.48160000 $ 28,253.42170000 $ 27,831.80 2002 $ 7,216,029.72 2002 $ 4,205,310.2610000 $ 218,484.1120000 $ 261,453.2530000 $ 470,256.1940000 $ 560,515.4650000 $ 169,375.2560000 $ 754,252.1070000 $ 494,069.7080000 $ 364,994.7090000 $ 248,621.29100000 $ 159,957.05110000 $ 128,569.06120000 $ 122,629.15130000 $ 169,394.54
  79. 79. 150000 $ 39,315.26160000 $ 11,412.72170000 $ 32,010.41 2003 $ 3,010,719.4610000 $ 188,319.5120000 $ 251,230.0730000 $ 401,525.4540000 $ 415,993.3450000 $ 83,342.3160000 $ 442,579.6070000 $ 357,237.9480000 $ 194,293.0990000 $ 202,218.37100000 $ 104,792.08110000 $ 112,259.30120000 $ 78,854.46130000 $ 110,528.35150000 $ 21,008.81160000 $ 18,485.71170000 $ 28,051.08 2003 $ 10,819,122.72 2003 $ 3,356,439.0810000 $ 224,438.7020000 $ 336,467.1630000 $ 403,903.3040000 $ 501,223.6450000 $ 82,328.9460000 $ 452,293.0270000 $ 471,337.4780000 $ 189,267.78
  80. 80. 90000 $ 236,140.55100000 $ 126,412.42110000 $ 87,637.94120000 $ 74,705.01130000 $ 103,411.78150000 $ 22,617.18160000 $ 14,926.17170000 $ 29,328.03 2004 $ 7,462,683.6510000 $ 260,679.8120000 $ 439,853.6830000 $ 657,492.8840000 $ 1,145,492.7350000 $ 166,627.9360000 $ 945,864.5570000 $ 1,191,716.6080000 $ 765,428.8590000 $ 559,182.65100000 $ 269,022.15110000 $ 249,316.32120000 $ 188,633.10130000 $ 390,818.14150000 $ 84,398.32160000 $ 52,920.37170000 $ 95,235.58 2004 $ 10,796,845.67 2004 $ 10,740,666.6710000 $ 402,696.4820000 $ 667,044.2130000 $ 936,768.92
  81. 81. 40000 $ 1,557,527.7650000 $ 309,935.7460000 $ 1,368,129.9570000 $ 1,873,965.3280000 $ 890,775.8490000 $ 785,040.13100000 $ 427,059.37110000 $ 413,950.23120000 $ 315,397.97130000 $ 447,906.21150000 $ 90,599.44160000 $ 107,016.44170000 $ 146,852.64 2005 $ 56,178.9910000 $ 2,805.8520000 $ 4,556.3530000 $ 6,451.3640000 $ 9,009.9350000 $ 1,913.4460000 $ 8,892.4970000 $ 6,995.7180000 $ 6,198.0290000 $ 2,884.94100000 $ 2,971.02110000 $ 409.57120000 $ 951.32130000 $ 1,328.95150000 $ 402.64160000 $ 276.23170000 $ 131.16
  82. 82. Grand Total $ 32,441,341.06

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