STAT220 Linear Regression Project Part I Data Collection Due Day 5 of Week 2 1. Create a well-defined problem or objective statement. Well-stated objective statements include words such as determining, measuring, identifying, establishing, evaluating, and assessing. 2. Find data to prove/refute your objective statement. 3. Data requires a minimum of three variables, two quantitative and one categorical. For example, if the quantitative variables are the heights of a husband/wife, the categorical variable is gender. 4. You need a minimum of 50 usable rows of data. 5. Your instructor must approve the problem or objective statement and the data. Do not begin the analysis until approval is given. 6. The final project will require you to defend the validity of the data. Is the source reputable? How do you know? 7. The final project will require you to create a strategy and an implementation plan for addressing your problem statement. You will not actually have to implement the plan -just have a reasonable plan in place for doing so. Suggested Data Sets STAT220-CaseStudy-Vetted-Datasets.xls (link in Weekly Materials/Week 1/Case Study) You may ask to use a data set from the text book provided it is only used for an evennumbered exercise (i.e., there are no solutions given within the book's answer key). You will find additional data sets at the following websites: http://www.whfreeman.com/eesee/eesee.html (Data sets by subject area) http://www.statsci.org/data/first.html (General data sets page with several appropriate choices) You can also find several data sets available through The Journal of Statistics Education (JSE) at the following website. http://www.amstat.org/publications/jse/jse_data_archive.htm Submission Requirements 1. Write and submit your well-defined problem or objective statement. 2. The file name and link to the data you have selected. 3. The names of the two quantitative variables and one qualitative variable you have chosen. Note #1: If too many students select the same data, then you may be asked to either make an adjustment to your data set or select an alternate data set. Note #2: If your data set exceeds 50 values, then a sample will be selected from that data for you to use for the remainder of the project. http://lib.stat.cmu.edu/DASL/Datafiles/Crash.html make Model carID Acura Integra Acura Integra Acura Integra RS Acura Integra RS Acura Legend LS Acura Legend LS Audi 80 Audi 80 Audi 100 Audi 100 BMW 325i BMW 325i Buick Century Buick Century Buick Elect. Park Ave Buick Elect. Park Ave Buick Le Sabre Buick Le Sabre Buick Regal Buick Regal Cadillac De Ville Cadillac De Ville Chevrolet Astro Chevrolet Astro Chevrolet Astro Chevrolet Astro Chevrolet Beretta Chevrolet Beretta Chevrolet Beretta GT Chevrolet Beretta GT Chevrolet Camaro Chevrolet Camaro Chevrolet Camaro Chevrolet Camaro Chevrolet Caprice Chevrolet Caprice Chevrolet Caprice Chevrolet Caprice Chevrolet Cavalier Chevrolet Cavalier Chevrolet Corsica Chevrolet Corsica Chevrolet Corsica Chevrolet Corsica Chevrolet C-1500 Chevrolet C-1500 Chevrolet G-20 Beauville Chevrolet G-20 Beauville Chevrolet G-20 Chevrolet G-20 Chevrolet Lumina Chevrolet Lumina Chevrolet Suburban Chevrolet Suburban Chevrolet S-10 Blazer 4X4 Chevrolet S-10 Blazer 4X4 Chevrolet S-10 Blazer 4X4 Chevrolet S-10 Blazer 4X4 Chevrolet S-10 Blazer 4X4 Chevrolet S-10 Blazer 4X4 Chevrolet S-10 Pickup Chevrolet S-10 Pickup Chevrolet S-10 Pickup 4x4 Chevrolet S-10 Pickup 4x4 Chrysler Fifth Ave Chrysler Fifth Ave Chrysler Imperial Chrysler Imperial Chrysler Le Baron Chrysler Le Baron Chrysler Le Baron Chrysler Le Baron Chrysler New Yorker Chrysler New Yorker Chrysler New Yorker Chrysler New Yorker Daihatsu Charade Daihatsu Charade Dodge colt Dodge colt Dodge D-150 Dodge D-150 Dodge Dakota Dodge Dakota Dodge Dakota 4x4 Dodge Dakota 4x4 Dodge Daytona Dodge Daytona Dodge Shadow Dodge Shadow Dodge Shadow Dodge Shadow carID & Year Acura Integra 87 Acura Integra RS 90 Acura Legend LS 88 Audi 80 89 Audi 100 89 BMW 325i 90 Buick Century 91 Buick Elect. Park Ave 88 Buick Le Sabre 90 Buick Regal 88 Cadillac De Ville 90 Chevrolet Astro 88 Chevrolet Astro 89 Chevrolet Beretta 91 Chevrolet Beretta GT 88 Chevrolet Camaro 87 Chevrolet Camaro 91 Chevrolet Caprice 89 Chevrolet Caprice 91 Chevrolet Cavalier 90 Chevrolet Corsica 88 Chevrolet Corsica 91 Chevrolet C-1500 88 Chevrolet G-20 Beauville 87 Chevrolet G-20 88 Chevrolet Lumina 90 Chevrolet Suburban 87 Chevrolet S-10 Blazer 4X4 89 Chevrolet S-10 Blazer 4X4 90 Chevrolet S-10 Blazer 4X4 91 Chevrolet S-10 Pickup 87 Chevrolet S-10 Pickup 4x4 90 Chrysler Fifth Ave 89 Chrysler Imperial 90 Chrysler Le Baron 87 Chrysler Le Baron 90 Chrysler New Yorker 88 Chrysler New Yorker 91 Daihatsu Charade 88 Dodge colt 88 Dodge D-150 88 Dodge Dakota 87 Dodge Dakota 4x4 90 Dodge Daytona 89 Dodge Shadow 87 Dodge Shadow 91 Head IC 599 585 435 600 185 1036 815 1467 nd 880 423 1603 1849 343 864 733 585 1328 533 770 772 493 892 1387 3665 1200 *1477 834 772 1026 985 1074 786 517 791 298 1362 511 768 1354 685 985 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87 91 90 89 88 88 87 89 88 87 88 91 90 91 88 87 88 89 87 88 89 91 87 87 3270 2907 3120 3280 3710 4080 2590 3470 2190 3730 2417 2630 3058 3200 2725 2280 2594 2740 2838 2370 3298 3020 3441 2680 2739 3324 3037 3160 3210 2631 2714 2670 2480 2296 2328 2420 2790 2740 3560 2650 3460 3010 2900 3070 2820 2860 2580 3040 mpv pu mpv med hev hev comp med lt van lt comp med med comp lt comp comp comp lt mpv med van comp comp med van med med pu pu pu lt lt lt lt comp comp van comp med med comp med comp comp comp van 44 57 36 42 57 46 37 44 58 42 52 64 74 48 51 50 42 49 54 51 57 47 49 66 40 57 59 52 55 64 59 59 42 45 34 42 41 39 31 nd 40 37 32 33 46 63 64 35 879 1263 428 1109 205 1776 120 1009 1016 529 1957 1595 562 430 1380 1071 719 1101 1375 1632 437 1340 1104 332 1245 945 1199 484 344 139 1104 2930 1143 nd 387 1684 730 324 571 853 1014 479 669 686 764 1695 1901 910 497 378 483 913 411 nd 435 1178 485 595 842 2856 2285 821 1160 906 300 451 1342 1246 364 1053 636 663 367 778 474 924 663 1019 1436 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passive belts passive belts d airbag manual belts manual belts d airbag 2 2 4 4 2 4 4 4 2 4 2 2 4 4 2 2 4 4 4 2 4 2 2 2 4 4 2 2 4 4 4 4 2 4 4 2 2 4 2 87 88 87 90 88 88 87 91 87 87 90 89 91 90 87 90 88 89 91 89 87 89 91 91 88 91 89 87 88 89 90 88 88 87 87 90 88 89 89 90 91 88 90 88 90 88 89 91 2530 2200 2415 3740 2660 2840 2990 2453 2254 1660 2640 2311 2643 3860 2780 2460 2320 2370 2405 3450 2508 2543 3284 3642 2100 2120 3277 2140 2200 2150 2990 3520 3010 1850 2350 2490 3280 2790 3100 2862 2992 3360 3240 3210 3500 3787 4002 2671 comp lt lt van comp comp comp lt lt mini comp mpv mpv mpv comp lt lt lt lt med pu pu pu van lt lt van lt lt lt comp van med mini lt lt med comp med comp comp med med med hev van van comp 42 39 42 42 48 37 40 44 46 43 56 nd 42 48 45 51 34 53 43 56 82 46 43 nd 37 38 35 41 56 32 36 39 45 39 44 54 51 49 40 39 nd 38 43 34 50 35 45 47 1731 961 627 260 1527 1749 614 1377 1207 1507 2447 935 101 nd 1106 1909 1476 2046 766 862 1863 1119 1580 1133 1188 402 396 213 846 795 748 739 1295 1738 1011 518 2110 3347 1053 1055 606 1090 876 1589 1707 870 1592 526 796 144 174 495 626 890 845 424 306 nd 259 nd 358 nd 975 515 699 804 575 863 853 769 454 794 388 1601 276 460 625 457 486 781 707 1670 685 446 289 1294 619 1119 718 295 251 290 408 187 1033 701 Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger passive belts manual belts d airbag manual belts d airbag passive belts manual belts d airbag manual belts manual belts manual belts passive belts manual belts manual belts manual belts manual belts manual belts manual belts d airbag d airbag passive belts d airbag manual belts d airbag manual belts manual belts manual belts manual belts manual belts d airbag manual belts d airbag manual belts Motorized belts manual belts manual belts manual belts manual belts passive belts Motorized belts manual belts manual belts manual belts manual belts d airbag manual belts Motorized belts manual belts 2 2 2 4 4 4 4 4 4 4 2 2 4 4 4 2 2 4 4 2 4 2 2 4 4 4 4 2 2 2 4 2 2 2 2 2 - 88 87 91 89 91 90 88 91 88 87 88 90 87 89 90 91 87 90 89 90 87 90 88 91 88 88 88 87 90 89 87 91 89 89 89 87 89 90 87 91 91 88 88 87 90 89 91 87 2890 3070 3191 3693 3990 2540 2750 2830 3680 4887 4244 3155 5619 3518 3720 3820 2592 3360 3820 3540 2870 3000 3190 3310 1820 2348 3550 3010 3740 2790 2550 2730 2840 2740 3060 3013 3485 5103 2280 2336 4212 3757 1760 2868 3445 2650 2810 2668 comp med med hev hev comp comp comp pu van van med mpv mpv mpv mpv pu pu hev hev comp med med med mini lt pu pu pu comp comp comp comp comp med van mpv van lt lt mpv pu mini comp med comp comp pu 52 47 40 38 50 40 33 46 53 45 36 40 43 47 37 38 48 46 43 39 42 53 45 63 51 71 58 55 46 59 64 43 52 48 40 47 nd 36 46 49 42 48 51 48 58 35 40 38 3200 775 1261 1594 1773 1138 671 244 1549 508 695 1452 1015 2158 903 816 674 1794 345 1921 966 603 1132 319 747 469 279 412 859 804 430 1486 1277 923 758 1689 1326 883 1300 774 796 579 851 1135 1028 1512 1277 733 282 438 318 708 702 776 571 1002 447 555 558 900 562 624 375 184 733 1006 775 964 333 293 716 458 225 420 480 172 717 262 141 337 692 761 783 1075 1090 644 1255 450 763 776 997 650 331 913 455 581 Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger manual belts manual belts d airbag d airbag passive belts Motorized belts manual belts manual belts manual belts d airbag passive belts Motorized belts d airbag Motorized belts manual belts manual belts passive belts passive belts manual belts Motorized belts passive belts manual belts d airbag manual belts manual belts manual belts manual belts manual belts d airbag manual belts manual belts manual belts manual belts manual belts manual belts d airbag d&p airbags d&p airbags passive belts manual belts d airbag manual belts Motorized belts manual belts d airbag manual belts d airbag manual belts 4 4 4 4 2 2 4 4 2 2 4 4 4 2 2 2 4 2 2 2 4 2 2 4 4 4 4 4 4 4 2 4 4 4 4 4 2 4 2 4 4 4 4 90 88 90 91 88 89 89 89 90 91 87 91 91 91 89 88 90 87 87 90 91 89 90 90 87 91 87 88 91 89 90 89 90 87 87 90 89 90 87 88 90 91 91 88 90 88 87 89 3533 3140 3080 3290 2660 3630 1590 1650 2355 2250 2440 2850 3160 2252 1882 2077 2650 2200 2180 2200 2201 2850 3370 2900 2100 3450 2766 3128 2333 3685 3684 3284 3270 2907 3120 3280 3710 4080 2590 3470 2190 3730 2417 2630 3058 3200 2725 2280 pu med med med comp hev mini mini lt lt lt comp med lt mini lt comp lt lt lt lt comp med mpv lt mpv pu pu lt mpv mpv mpv mpv pu mpv med hev hev comp med lt van lt comp med med comp lt 40 40 53 42 50 46 51 44 37 47 46 44 49 53 45 35 31 nd 42 45 47 nd 36 40 38 77 50 45 50 43 41 47 41 44 37 37 38 35 35 46 44 38 44 70 55 47 46 37 1033 1229 1395 1367 1001 1752 1607 656 740 1415 1266 664 1500 609 531 nd 122 615 686 1210 1205 971 1708 1737 2119 839 546 930 1552 891 832 1595 1848 792 1079 253 617 1395 346 1326 694 1256 1899 1860 1283 1429 1200 1190 413 526 1232 1078 302 1323 791 854 89 1552 1143 1043 1049 198 617 332 1742 415 853 nd 744 558 1331 555 593 554 176 328 873 1117 540 275 529 389 211 287 1193 1535 638 974 309 426 1121 2259 1252 320 1167 609 Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Motorized belts manual belts Motorized belts Motorized belts manual belts passive belts manual belts Motorized belts manual belts d airbag passive belts Motorized belts passive belts manual belts manual belts manual belts manual belts manual belts manual belts Motorized belts Motorized belts Motorized belts manual belts passive belts d airbag Motorized belts manual belts passive belts manual belts d airbag manual belts manual belts passive belts manual belts manual belts manual belts manual belts passive belts manual belts Motorized belts manual belts manual belts Motorized belts manual belts manual belts manual belts passive belts d airbag 2 4 4 4 2 2 2 2 2 4 4 2 4 4 2 4 4 4 4 4 4 4 4 4 4 2 2 4 4 2 4 4 4 2 4 2 2 4 4 2 90 89 91 89 88 87 89 89 87 91 90 89 88 88 87 89 88 87 88 91 90 91 88 87 88 89 87 88 89 91 87 87 87 88 87 90 88 88 87 91 87 87 90 89 91 90 87 90 2594 2740 2838 2370 3298 3020 3441 2680 2739 3324 3037 3160 3210 2631 2714 2670 2480 2296 2328 2420 2790 2740 3560 2650 3460 3010 2900 3070 2820 2860 2580 3040 2530 2200 2415 3740 2660 2840 2990 2453 2254 1660 2640 2311 2643 3860 2780 2460 comp comp comp lt mpv med van comp comp med van med med pu pu pu lt lt lt lt comp comp van comp med med comp med comp comp comp van comp lt lt van comp comp comp lt lt mini comp mpv mpv mpv comp lt nd 40 1162 45 894 917 51 1554 39 500 46 614 50 nd 47 322 42 572 51 1325 54 2741 52 723 44 nd 58 738 46 1154 48 1963 42 1793 41 585 393 681 1469 1107 532 493 781 560 261 949 847 450 478 508 2474 1014 634 172 Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger Passenger manual belts manual belts passive belts Motorized belts manual belts manual belts manual belts manual belts manual belts passive belts manual belts manual belts manual belts manual belts Motorized belts manual belts d airbag manual belts 2 4 4 4 2 4 2 2 2 4 4 2 88 89 91 89 87 89 91 91 88 91 89 87 88 89 90 88 88 87 2320 2370 2405 3450 2508 2543 3284 3642 2100 2120 3277 2140 2200 2150 2990 3520 3010 1850 lt lt lt med pu pu pu van lt lt van lt lt lt comp van med mini http://lib.stat.cmu.edu/DASL/Datafiles/cigcancerdat.html STATE CIG BLAD LUNG KID LEUK AL 18.2 2.9 17.05 1.59 6.15 AZ 25.82 3.52 19.8 2.75 6.61 AR 18.24 2.99 15.98 2.02 6.94 CA 28.6 4.46 22.07 2.66 7.06 CT 31.1 5.11 22.83 3.35 7.2 DE 33.6 4.78 24.55 3.36 6.45 DC 40.46 5.6 27.27 3.13 7.08 FL 28.27 4.46 23.57 2.41 6.07 ID 20.1 3.08 13.58 2.46 6.62 IL 27.91 4.75 22.8 2.95 7.27 IN 26.18 4.09 20.3 2.81 7 IO 22.12 4.23 16.59 2.9 7.69 KS 21.84 2.91 16.84 2.88 7.42 KY 23.44 2.86 17.71 2.13 6.41 LA 21.58 4.65 25.45 2.3 6.71 ME 28.92 4.79 20.94 3.22 6.24 MD 25.91 5.21 26.48 2.85 6.81 MA 26.92 4.69 22.04 3.03 6.89 MI 24.96 5.27 22.72 2.97 6.91 MN 22.06 3.72 14.2 3.54 8.28 MS 16.08 3.06 15.6 1.77 6.08 MO 27.56 4.04 20.98 2.55 6.82 MT 23.75 3.95 19.5 3.43 6.9 NB 23.32 3.72 16.7 2.92 7.8 NE 42.4 6.54 23.03 2.85 6.67 NJ 28.64 5.98 25.95 3.12 7.12 NM 21.16 2.9 14.59 2.52 5.95 NY 29.14 5.3 25.02 3.1 7.23 ND 19.96 2.89 12.12 3.62 6.99 OH 26.38 4.47 21.89 2.95 7.38 OK 23.44 2.93 19.45 2.45 7.46 PE 23.78 4.89 12.11 2.75 6.83 RI 29.18 4.99 23.68 2.84 6.35 SC 18.06 3.25 17.45 2.05 5.82 SD 20.94 3.64 14.11 3.11 8.15 TE 20.08 2.94 17.6 2.18 6.59 TX 22.57 3.21 20.74 2.69 7.02 UT 14 3.31 12.01 2.2 6.71 VT 25.89 4.63 21.22 3.17 6.56 WA 21.17 4.04 20.34 2.78 7.48 WI 21.25 5.14 20.55 2.34 6.73 WV 22.86 4.78 15.53 3.28 7.38 WY 28.04 3.2 15.92 2.66 5.78 AK 30.34 3.46 25.88 4.32 4.9 http://lib.stat.cmu.edu/DASL/Datafiles/Protein.html Country RedMeat WhiteMeatEggs Milk Albania 10.1 1.4 0.5 Austria 8.9 14 4.3 Belgium 13.5 9.3 4.1 Bulgaria 7.8 6 1.6 Czechoslovakia 9.7 11.4 2.8 Denmark 10.6 10.8 3.7 E Germany 8.4 11.6 3.7 Finland 9.5 4.9 2.7 France 18 9.9 3.3 Greece 10.2 3 2.8 Hungary 5.3 12.4 2.9 Ireland 13.9 10 4.7 Italy 9 5.1 2.9 Netherlands 9.5 13.6 3.6 Norway 9.4 4.7 2.7 Poland 6.9 10.2 2.7 Portugal 6.2 3.7 1.1 Romania 6.2 6.3 1.5 Spain 7.1 3.4 3.1 Sweden 9.9 7.8 3.5 Switzerland 13.1 10.1 3.1 UK 17.4 5.7 4.7 USSR 9.3 4.6 2.1 W Germany 11.4 12.5 4.1 Yugoslavia 4.4 5 1.2 Fish 8.9 19.9 17.5 8.3 12.5 25 11.1 33.7 19.5 17.6 9.7 25.8 13.7 23.4 23.3 19.3 4.9 11.1 8.6 24.7 23.8 20.6 16.6 18.8 9.5 0.2 2.1 4.5 1.2 2 9.9 5.4 5.8 5.7 5.9 0.3 2.2 3.4 2.5 9.7 3 14.2 1 7 7.5 2.3 4.3 3 3.4 0.6 Cereals Starch Nuts 42.3 0.6 5.5 28 3.6 1.3 26.6 5.7 2.1 56.7 1.1 3.7 34.3 5 1.1 21.9 4.8 0.7 24.6 6.5 0.8 26.3 5.1 1 28.1 4.8 2.4 41.7 2.2 7.8 40.1 4 5.4 24 6.2 1.6 36.8 2.1 4.3 22.4 4.2 1.8 23 4.6 1.6 36.1 5.9 2 27 5.9 4.7 49.6 3.1 5.3 29.2 5.7 5.9 19.5 3.7 1.4 25.6 2.8 2.4 24.3 4.7 3.4 43.6 6.4 3.4 18.6 5.2 1.5 55.9 3 5.7 Fr&Veg 1.7 4.3 4 4.2 4 2.4 3.6 1.4 6.5 6.5 4.2 2.9 6.7 3.7 2.7 6.6 7.9 2.8 7.2 2 4.9 3.3 2.9 3.8 3.2 ID 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 http://lib.stat.cmu.edu/DASL/Datafiles/MercuryinBass.html Lake Alkalinity pH Calcium Chlorophyll Avg_Mercury No.samples min max Alligator 5.9 6.1 3 0.7 1.23 5 0.85 1.43 Annie 3.5 5.1 1.9 3.2 1.33 7 0.92 1.9 Apopka 116 9.1 44.1 128.3 0.04 6 0.04 0.06 Blue Cypress 39.4 6.9 16.4 3.5 0.44 12 0.13 0.84 Brick 2.5 4.6 2.9 1.8 1.2 12 0.69 1.5 Bryant 19.6 7.3 4.5 44.1 0.27 14 0.04 0.48 Cherry 5.2 5.4 2.8 3.4 0.48 10 0.3 0.72 Crescent 71.4 8.1 55.2 33.7 0.19 12 0.08 0.38 Deer Point 26.4 5.8 9.2 1.6 0.83 24 0.26 1.4 Dias 4.8 6.4 4.6 22.5 0.81 12 0.41 1.47 Dorr 6.6 5.4 2.7 14.9 0.71 12 0.52 0.86 Down 16.5 7.2 13.8 4 0.5 12 0.1 0.73 Eaton 25.4 7.2 25.2 11.6 0.49 7 0.26 1.01 East Tohopekaliga 7.1 5.8 5.2 5.8 1.16 43 0.5 2.03 Farm-13 128 7.6 86.5 71.1 0.05 11 0.04 0.11 George 83.7 8.2 66.5 78.6 0.15 10 0.12 0.18 Griffin 108.5 8.7 35.6 80.1 0.19 40 0.07 0.43 Harney 61.3 7.8 57.4 13.9 0.77 6 0.32 1.5 Hart 6.4 5.8 4 4.6 1.08 10 0.64 1.33 Hatchineha 31 6.7 15 17 0.98 6 0.67 1.44 Iamonia 7.5 4.4 2 9.6 0.63 12 0.33 0.93 Istokpoga 17.3 6.7 10.7 9.5 0.56 12 0.37 0.94 Jackson 12.6 6.1 3.7 21 0.41 12 0.25 0.61 Josephine 7 6.9 6.3 32.1 0.73 12 0.33 2.04 Kingsley 10.5 5.5 6.3 1.6 0.34 10 0.25 0.62 Kissimmee 30 6.9 13.9 21.5 0.59 36 0.23 1.12 Lochloosa 55.4 7.3 15.9 24.7 0.34 10 0.17 0.52 Louisa 3.9 4.5 3.3 7 0.84 8 0.59 1.38 Miccasukee 5.5 4.8 1.7 14.8 0.5 11 0.31 0.84 Minneola 6.3 5.8 3.3 0.7 0.34 10 0.19 0.69 Monroe 67 7.8 58.6 43.8 0.28 10 0.16 0.59 Newmans 28.8 7.4 10.2 32.7 0.34 10 0.16 0.65 Ocean Pond 5.8 3.6 1.6 3.2 0.87 12 0.31 1.9 Ocheese Pond 4.5 4.4 1.1 3.2 0.56 13 0.25 1.02 Okeechobee 119.1 7.9 38.4 16.1 0.17 12 0.07 0.3 Orange 25.4 7.1 8.8 45.2 0.18 13 0.09 0.29 Panasoffkee 106.5 6.8 90.7 16.5 0.19 13 0.05 0.37 Parker 53 8.4 45.6 152.4 0.04 4 0.04 0.06 Placid 8.5 7 2.5 12.8 0.49 12 0.31 0.63 Puzzle 87.6 7.5 85.5 20.1 1.1 10 0.79 1.41 Rodman 114 7 72.6 6.4 0.16 14 0.04 0.26 Rousseau 97.5 6.8 45.5 6.2 0.1 12 0.05 0.26 Sampson 11.8 5.9 24.2 1.6 0.48 10 0.27 1.05 Shipp 66.5 8.3 26 68.2 0.21 12 0.05 0.48 Talquin 16 6.7 41.2 24.1 0.86 12 0.36 1.4 Tarpon 5 6.2 23.6 9.6 0.52 12 0.31 0.95 51 47 48 49 50 52 53 Tohopekaliga Trafford Trout Tsala Apopka Weir Wildcat Yale 25.6 81.5 1.2 34 15.5 17.3 71.8 6.2 8.9 4.3 7 6.9 5.2 7.9 12.6 20.5 2.1 13.1 5.2 3 20.5 27.7 9.6 6.4 4.6 16.5 2.6 8.8 0.65 0.27 0.94 0.4 0.43 0.25 0.27 44 6 10 12 11 12 12 0.3 1.1 0.04 0.4 0.59 1.24 0.08 0.9 0.23 0.69 0.15 0.4 0.15 0.51 3_yr_Standard_Mercury age_data 1.53 1 1.33 0 0.04 0 0.44 0 1.33 1 0.25 1 0.45 1 0.16 1 0.72 1 0.81 1 0.71 1 0.51 1 0.54 1 1 1 0.05 0 0.15 1 0.19 1 0.49 1 1.02 1 0.7 1 0.45 1 0.59 1 0.41 0 0.81 1 0.42 1 0.53 1 0.31 1 0.87 1 0.5 0 0.47 1 0.25 1 0.41 1 0.87 0 0.56 0 0.16 1 0.16 1 0.23 1 0.04 0 0.56 1 0.89 1 0.18 1 0.19 1 0.44 1 0.16 1 0.67 1 0.55 1 0.58 0.27 0.98 0.31 0.43 0.28 0.25 1 0 1 1 1 1 1 http://lib.stat.cmu.edu/DASL/Datafiles/SmokingandCancer.html Occupational_Group Smoking Mortality Farmers, foresters, and fisherman 77 84 Miners and quarrymen 137 116 Gas, coke and chemical makers 117 123 Glass and ceramics makers 94 128 Furnace, forge, foundry, and rolling mill workers 116 155 Electrical and electronics workers 102 101 Engineering and allied trades 111 118 Woodworkers 93 113 Leather workers 88 104 Textile workers 102 88 Clothing workers 91 104 Food, drink, and tobacco workers 104 129 Paper and printing workers 107 86 Makers of other products 112 96 Construction workers 113 144 Painters and decorators 110 139 Drivers of stationary engines, cranes, etc. 125 113 Laborers not included elsewhere 133 146 Transport and communications workers 115 128 Warehousemen, storekeepers, packers, and bottlers 105 115 Clerical workers 87 79 Sales workers 91 85 Service, sport, and recreation workers 100 120 Administrators and managers 76 60 Professionals, technical workers, and artists 66 51 http://lib.stat.cmu.edu/DASL/Datafiles/hwfataldat.html YR NM US 1 14.5 11.3 2 14.1 9.8 3 12.6 8.8 4 12.7 8.1 5 12.9 7.5 6 12.6 7.6 7 13 7.5 8 11.1 7.4 9 11.7 7 10 10.3 6.3 11 9.4 6.4 12 9.6 6.4 13 9.7 6 14 8.9 5.6 15 9.3 5.4 16 8 5.3 17 6.9 5.2 18 8.2 5.3 19 6.8 5.5 20 6.9 5.7 21 8.3 5.5 22 7.2 5.7 23 7.3 5.5 24 7.4 5.4 25 8 5.3 26 7.6 4.9 27 6.7 4.7 28 6.6 4.5 29 6.7 4.3 30 5.7 3.6 31 5.8 3.4 32 5.3 3.3 33 6.1 3.4 34 5.6 3.4 35 5.7 3.5 36 5.5 3.5 37 4.7 3.3 38 4.9 2.9 39 4.4 2.7 40 3.8 2.7 http://lib.stat.cmu.edu/DASL/Datafiles/Stepping.html Order Block Height Frequency RestHR HR 16 2 0 0 60 18 2 0 1 63 19 2 1 2 69 21 2 1 0 69 25 2 0 2 69 17 4 1 1 96 20 4 1 0 87 22 4 0 0 90 23 4 1 2 93 27 4 0 2 87 24 3 1 1 72 26 3 0 1 69 28 3 1 0 78 29 3 0 2 72 30 3 1 2 78 1 5 0 0 87 2 1 1 1 87 3 6 1 2 81 4 5 0 2 75 5 1 0 1 81 6 6 1 0 84 7 1 1 0 84 8 5 1 1 90 9 6 0 1 75 10 1 0 0 78 11 6 0 0 84 12 5 0 1 90 13 1 0 2 78 14 6 1 1 84 15 5 1 2 90 75 84 135 108 93 141 120 99 153 129 99 93 93 99 129 93 111 120 123 96 99 99 129 90 87 84 108 96 90 147 at.cmu.edu/DASL/Datafiles/nursinghomedat.html BED MCDAYS TDAYS 244 128 385 59 155 203 120 281 392 120 291 419 120 238 363 65 180 234 120 306 372 90 214 305 96 155 169 120 133 188 62 148 192 120 274 426 116 154 321 59 120 164 80 261 284 120 338 375 80 77 133 100 204 318 60 97 213 110 178 280 120 232 336 135 316 442 59 163 191 60 96 202 25 74 83 221 514 776 64 91 214 62 146 204 108 255 366 62 144 220 90 151 286 146 100 375 62 174 189 30 54 88 79 213 278 44 127 158 120 208 423 100 255 300 49 110 177 123 208 336 82 114 136 58 166 205 110 228 323 62 183 222 86 62 200 102 326 355 PCREV 23521 9160 21900 22354 17421 10531 22147 14025 8812 11729 8896 20987 17655 7085 13089 21453 7790 18309 8872 17881 17004 23829 9424 12474 4078 36029 8782 8951 17446 6164 2853 21334 8082 3948 11649 7850 29035 17532 8197 22555 8459 10412 16661 12406 11312 14499 NSAL 5230 2459 6304 6590 5362 3622 4406 4173 1955 3224 2409 2066 5946 1925 4166 5257 1988 4156 1914 5173 4630 7489 2051 3803 2008 1288 4729 2367 5933 2782 4651 6857 2143 3025 2905 1498 6236 3547 2810 6059 1995 2245 4029 2784 3720 3866 FEXP 5334 493 6115 6346 6225 449 4998 966 1260 6442 1236 3360 4231 1280 1123 5206 4443 4585 1675 5686 907 3351 1756 2123 4531 2543 4446 1064 2987 411 4197 1198 1209 137 1279 1273 3524 2561 3874 6402 1911 1122 3893 2212 2959 3006 RURAL 0 1 0 0 0 1 1 1 0 1 0 1 0 1 1 1 1 1 1 1 0 0 1 0 1 1 1 0 1 1 0 0 1 1 0 1 0 1 1 1 1 1 1 1 1 1 135 78 83 60 54 120 157 154 224 48 119 217 471 203 390 213 144 327 24274 9327 12362 10644 7556 20182 7485 3672 3995 2820 2088 4432 1344 1242 1484 1154 245 6274 0 1 1 0 1 0 http://lib.stat.cmu.edu/DASL/Datafiles/Cereals.html name mfr 100%_Bran N 100%_Natural_Bran Q All-Bran K All-Bran_with_Extra_Fiber K Almond_Delight R Apple_Cinnamon_Cheerios G Apple_Jacks K Basic_4 G Bran_Chex R Bran_Flakes P Cap'n'Crunch Q Cheerios G Cinnamon_Toast_Crunch G Clusters G Cocoa_Puffs G Corn_Chex R Corn_Flakes K Corn_Pops K Count_Chocula G Cracklin'_Oat_Bran K Cream_of_Wheat_(Quick) N Crispix K Crispy_Wheat_&_Raisins G Double_Chex R Froot_Loops K Frosted_Flakes K Frosted_Mini-Wheats K Fruit_&_Fibre_Dates,_Walnuts,_and_Oats P Fruitful_Bran K Fruity_Pebbles P Golden_Crisp P Golden_Grahams G Grape_Nuts_Flakes P Grape-Nuts P Great_Grains_Pecan P Honey_Graham_Ohs Q Honey_Nut_Cheerios G Honey-comb P Just_Right_Crunchy__Nuggets K Just_Right_Fruit_&_Nut K Kix G Life Q Lucky_Charms G Maypo A Muesli_Raisins,_Dates,_&_Almonds R Muesli_Raisins,_Peaches,_&_Pecans R type C C C C C C C C C C C C C C C C C C C C H C C C C C C C C C C C C C C C C C C C C C C H C C calories 70 120 70 50 110 110 110 130 90 90 120 110 120 110 110 110 100 110 110 110 100 110 100 100 110 110 100 120 120 110 100 110 100 110 120 120 110 110 110 140 110 100 110 100 150 150 protein fat 4 3 4 4 2 2 2 3 2 3 1 6 1 3 1 2 2 1 1 3 3 2 2 2 2 1 3 3 3 1 2 1 3 3 3 1 3 1 2 3 2 4 2 4 4 4 1 5 1 0 2 2 0 2 1 0 2 2 3 2 1 0 0 0 1 3 0 0 1 0 1 0 0 2 0 1 0 1 1 0 3 2 1 0 1 1 1 2 1 1 3 3 Mueslix_Crispy_Blend Multi-Grain_Cheerios Nut&Honey_Crunch Nutri-Grain_Almond-Raisin Nutri-grain_Wheat Oatmeal_Raisin_Crisp Post_Nat._Raisin_Bran Product_19 Puffed_Rice Puffed_Wheat Quaker_Oat_Squares Quaker_Oatmeal Raisin_Bran Raisin_Nut_Bran Raisin_Squares Rice_Chex Rice_Krispies Shredded_Wheat Shredded_Wheat_'n'Bran Shredded_Wheat_spoon_size Smacks Special_K Strawberry_Fruit_Wheats Total_Corn_Flakes Total_Raisin_Bran Total_Whole_Grain Triples Trix Wheat_Chex Wheaties Wheaties_Honey_Gold K G K K K G P K Q Q Q Q K G K R K N N N K K N G G G G G R G G C C C C C C C C C C C H C C C C C C C C C C C C C C C C C C C 160 100 120 140 90 130 120 100 50 50 100 100 120 100 90 110 110 80 90 90 110 110 90 110 140 100 110 110 100 100 110 3 2 2 3 3 3 3 3 1 2 4 5 3 3 2 1 2 2 3 3 2 6 2 2 3 3 2 1 3 3 2 2 1 1 2 0 2 1 0 0 0 1 2 1 2 0 0 0 0 0 0 1 0 0 1 1 1 1 1 1 1 1 sodium fiber carbo sugars potass vitamins shelf 130 10 5 6 280 25 15 2 8 8 135 0 260 9 7 5 320 25 140 14 8 0 330 25 200 1 14 8 -1 25 180 1.5 10.5 10 70 25 125 1 11 14 30 25 210 2 18 8 100 25 200 4 15 6 125 25 210 5 13 5 190 25 220 0 12 12 35 25 290 2 17 1 105 25 210 0 13 9 45 25 140 2 13 7 105 25 180 0 12 13 55 25 280 0 22 3 25 25 290 1 21 2 35 25 90 1 13 12 20 25 180 0 12 13 65 25 140 4 10 7 160 25 80 1 21 0 -1 0 220 1 21 3 30 25 140 2 11 10 120 25 190 1 18 5 80 25 125 1 11 13 30 25 200 1 14 11 25 25 0 3 14 7 100 25 160 5 12 10 200 25 240 5 14 12 190 25 135 0 13 12 25 25 45 0 11 15 40 25 280 0 15 9 45 25 140 3 15 5 85 25 170 3 17 3 90 25 75 3 13 4 100 25 220 1 12 11 45 25 250 1.5 11.5 10 90 25 180 0 14 11 35 25 170 1 17 6 60 100 170 2 20 9 95 100 260 0 21 3 40 25 150 2 12 6 95 25 180 0 12 12 55 25 0 0 16 3 95 25 95 3 16 11 170 25 150 3 16 11 170 25 weight 3 3 3 3 3 1 2 3 1 3 2 1 2 3 2 1 1 2 2 3 2 3 3 3 2 1 2 3 3 2 1 2 3 3 3 2 1 1 3 3 2 2 2 2 3 3 1 1 1 1 1 1 1 1.33 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1.25 1.33 1 1 1 1 1 1 1 1 1 1 1.3 1 1 1 1 1 1 cups 0.33 1 0.33 0.5 0.75 0.75 1 0.75 0.67 0.67 0.75 1.25 0.75 0.5 1 1 1 1 1 0.5 1 1 0.75 0.75 1 0.75 0.8 0.67 0.67 0.75 0.88 0.75 0.88 0.25 0.33 1 0.75 1.33 1 0.75 1.5 0.67 1 1 1 1 150 220 190 220 170 170 200 320 0 0 135 0 210 140 0 240 290 0 0 0 70 230 15 200 190 200 250 140 230 200 200 3 2 0 3 3 1.5 6 1 0 1 2 2.7 5 2.5 2 0 0 3 4 3 1 1 3 0 4 3 0 0 3 3 1 17 15 15 21 18 13.5 11 20 13 10 14 -1 14 10.5 15 23 22 16 19 20 9 16 15 21 15 16 21 13 17 17 16 13 6 9 7 2 10 14 3 0 0 6 -1 12 8 6 2 3 0 0 0 15 3 5 3 14 3 3 12 3 3 8 160 90 40 130 90 120 260 45 15 50 110 110 240 140 110 30 35 95 140 120 40 55 90 35 230 110 60 25 115 110 60 25 25 25 25 25 25 25 100 0 0 25 0 25 25 25 25 25 0 0 0 25 25 25 100 100 100 25 25 25 25 25 3 1 2 3 3 3 3 3 3 3 3 1 2 3 3 1 1 1 1 1 2 1 2 3 3 3 3 2 1 1 1 1.5 1 1 1.33 1 1.25 1.33 1 0.5 0.5 1 1 1.33 1 1 1 1 0.83 1 1 1 1 1 1 1.5 1 1 1 1 1 1 0.67 1 0.67 0.67 1 0.5 0.67 1 1 1 0.5 0.67 0.75 0.5 0.5 1.13 1 1 0.67 0.67 0.75 1 1 1 1 1 0.75 1 0.67 1 0.75 rating 68.40297 33.98368 59.42551 93.70491 34.38484 29.50954 33.17409 37.03856 49.12025 53.31381 18.04285 50.765 19.82357 40.40021 22.73645 41.44502 45.86332 35.78279 22.39651 40.44877 64.53382 46.89564 36.1762 44.33086 32.20758 31.43597 58.34514 40.91705 41.01549 28.02577 35.25244 23.80404 52.0769 53.37101 45.81172 21.87129 31.07222 28.74241 36.52368 36.47151 39.24111 45.32807 26.73452 54.85092 37.13686 34.13977 30.31335 40.10597 29.92429 40.69232 59.64284 30.45084 37.84059 41.50354 60.75611 63.00565 49.51187 50.82839 39.2592 39.7034 55.33314 41.99893 40.56016 68.23589 74.47295 72.80179 31.23005 53.13132 59.36399 38.83975 28.59279 46.65884 39.10617 27.7533 49.78745 51.59219 36.18756 http://lib.stat.cmu.edu/DASL/Datafiles/batdat.html QTR ACC FUEL ACC-Pre 1 192 32.592 192 2 238 37.25 238 3 232 40.032 232 4 246 35.852 246 5 185 38.226 185 6 274 38.711 274 7 266 43.139 266 8 196 40.434 196 9 170 35.898 170 10 234 37.111 234 11 272 38.944 272 12 234 37.717 234 13 210 37.861 210 14 280 42.524 280 15 246 43.965 246 16 248 41.976 248 17 269 42.918 269 18 326 49.789 326 19 342 48.454 342 20 257 45.056 257 21 280 49.385 280 22 290 42.524 290 23 356 51.224 356 24 295 48.562 295 25 279 48.167 279 26 330 51.362 330 27 354 54.646 354 28 331 53.398 331 29 291 50.584 291 30 377 51.32 31 327 50.81 32 301 46.272 33 269 48.664 34 314 48.122 35 318 47.483 36 288 44.732 37 242 46.143 38 268 44.129 39 327 46.258 40 253 48.23 41 215 46.459 42 263 50.686 43 319 49.681 44 263 51.029 45 206 47.236 46 286 51.717 FUEL-Pre 32.592 37.25 40.032 35.852 38.226 38.711 43.139 40.434 35.898 37.111 38.944 37.717 37.861 42.524 43.965 41.976 42.918 49.789 48.454 45.056 49.385 42.524 51.224 48.562 48.167 51.362 54.646 53.398 50.584 ACC-Post 377 327 301 269 314 318 288 242 268 327 253 215 263 319 263 206 286 323 306 230 304 311 292 FUEL-Post 51.32 50.81 46.272 48.664 48.122 47.483 44.732 46.143 44.129 46.258 48.23 46.459 50.686 49.681 51.029 47.236 51.717 51.824 49.38 47.961 46.039 55.683 52.263 47 48 49 50 51 52 323 306 230 304 311 292 51.824 49.38 47.961 46.039 55.683 52.263 http://lib.stat.cmu.edu/DASL/Datafiles/EgyptianSkulls.html MB BH BL NH Year 131 138 89 49 -4000 125 131 92 48 -4000 131 132 99 50 -4000 119 132 96 44 -4000 136 143 100 54 -4000 138 137 89 56 -4000 139 130 108 48 -4000 125 136 93 48 -4000 131 134 102 51 -4000 134 134 99 51 -4000 129 138 95 50 -4000 134 121 95 53 -4000 126 129 109 51 -4000 132 136 100 50 -4000 141 140 100 51 -4000 131 134 97 54 -4000 135 137 103 50 -4000 132 133 93 53 -4000 139 136 96 50 -4000 132 131 101 49 -4000 126 133 102 51 -4000 135 135 103 47 -4000 134 124 93 53 -4000 128 134 103 50 -4000 130 130 104 49 -4000 138 135 100 55 -4000 128 132 93 53 -4000 127 129 106 48 -4000 131 136 114 54 -4000 124 138 101 46 -4000 124 138 101 48 -3300 133 134 97 48 -3300 138 134 98 45 -3300 148 129 104 51 -3300 126 124 95 45 -3300 135 136 98 52 -3300 132 145 100 54 -3300 133 130 102 48 -3300 131 134 96 50 -3300 133 125 94 46 -3300 133 136 103 53 -3300 131 139 98 51 -3300 131 136 99 56 -3300 138 134 98 49 -3300 130 136 104 53 -3300 131 128 98 45 -3300 138 123 130 134 137 126 135 129 134 131 132 130 135 130 137 129 132 130 134 140 138 136 136 126 137 137 136 137 129 135 129 134 138 136 132 133 138 130 136 134 136 133 138 138 137 141 141 135 129 131 129 130 136 131 136 126 139 134 130 132 132 128 141 133 138 134 134 133 138 145 131 136 129 139 126 133 142 138 135 125 134 135 130 131 137 127 133 123 137 131 133 133 134 128 130 131 107 101 105 93 106 100 97 91 101 90 104 93 98 101 96 93 87 106 96 98 95 99 92 95 100 97 101 90 104 102 92 90 96 94 91 100 94 99 91 95 101 96 100 91 107 95 87 99 53 51 47 54 49 48 52 50 49 53 50 52 54 51 52 47 48 50 45 50 47 55 46 56 53 50 50 49 47 55 50 60 51 53 52 50 51 45 49 52 54 49 55 46 54 53 49 51 -3300 -3300 -3300 -3300 -3300 -3300 -3300 -3300 -3300 -3300 -3300 -3300 -3300 -3300 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -1850 -200 -200 -200 -200 133 131 140 139 140 138 132 134 135 133 136 134 131 129 136 131 139 144 141 130 133 138 131 136 132 135 137 136 128 130 138 126 136 126 132 139 143 141 135 137 142 139 138 137 133 145 138 131 120 135 137 130 134 140 133 134 135 136 130 137 141 135 128 125 130 124 131 131 128 126 142 138 136 130 123 131 126 134 127 138 138 126 132 135 120 136 135 134 135 134 125 135 125 129 136 129 91 90 94 90 90 100 90 97 99 95 99 93 99 95 93 88 94 86 97 98 92 97 95 94 92 100 91 95 91 92 86 101 97 92 99 92 95 101 95 93 96 95 99 96 92 89 92 97 46 50 60 48 51 52 53 54 50 52 55 52 55 47 54 48 53 50 53 53 51 54 53 55 52 51 50 49 57 52 47 52 58 45 55 54 51 54 56 53 52 47 51 54 50 47 46 44 -200 -200 -200 -200 -200 -200 -200 -200 -200 -200 -200 -200 -200 -200 -200 -200 -200 -200 -200 -200 -200 -200 -200 -200 -200 -200 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 143 134 132 137 129 140 147 136 126 124 127 125 128 135 129 133 88 91 97 85 81 103 87 97 54 55 52 57 52 48 48 51 150 150 150 150 150 150 150 150 http://www.seattlecentral.edu/qelp/sets/001/001.html W (cm) L (cm) 1.3 1.7 1.4 1.9 1.4 1.8 1.5 1.9 1.9 2.3 2.1 3.5 2.1 2.8 2.1 2.7 2.2 3 2.2 2.7 2.3 3 2.4 3.2 2.4 2.9 2.5 3.5 2.5 3.3 2.6 3.5 2.6 3.4 2.6 3.4 2.7 3.2 2.8 3.8 2.8 3.5 2.9 3.8 2.9 3.9 2.9 3.8 2.9 3.7 3 3.8 3 4 3 3.7 3.1 4.1 3.4 4.4 3.4 4.3 3.5 4.5 3.6 4.6 3.6 4.8 3.6 4.9 3.6 4.5 3.7 4.9 3.9 5.4 3.9 5.2 4.1 5.3 4.1 5.4 4.1 5.2 4.2 5.4 4.2 5.5 4.2 5.6 4.2 5.2 4.3 4.7 4.8 4.8 4.8 4.9 5 5 5.1 5.2 5.2 5.4 5.6 5.6 5.8 5.8 5.8 5.9 6 6 6 6.2 6.2 6.3 6.5 6.6 6.6 6.7 6.7 6.7 6.7 6.9 6.9 7 7.1 7.1 7.1 7.2 7.3 7.3 7.4 7.5 5.6 6.1 6.6 6.1 6 6.1 6.6 6.2 6.6 6.4 6.8 6.3 7 7.9 7.4 7.4 6.9 7.9 7.7 7.8 7.3 8.5 7.5 7.6 9.3 8.1 8 8.2 9.2 8 7.9 8.6 8.1 9.5 9.1 9.1 9.4 8.4 9.3 8.9 8.9 8.6 http://www.seattlecentral.edu/qelp/sets/027/027.html Basin # cropland nitrate 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 (percenta ge) 2.5 1.3 14.3 0.5 45.6 46.6 1.5 53.6 4.1 3.1 4 56.6 4.5 6.3 8.9 43.8 70 65.3 57.2 73.9 62.4 54.2 63.6 56.8 0.1 0.1 0.1 0.2 0.2 14.6 10.9 17.5 23.3 11.8 34.6 7.2 5.5 1.6 15.1 3.7 2.2 1.7 (mg/L) 0.647 1.062 1.432 0.579 3.561 3.938 0.927 2.549 0.357 0.245 0.148 4.186 0.18 0.52 0.514 3.486 4.67 4.989 4.225 6.665 4.243 4.257 4.123 0.83 0.047 0.072 0.29 0.214 0.815 0.227 1.057 0.702 0.775 0.324 0.203 0.254 0.517 0.443 0.399 0.139 0.128 0.168 http://www.seattlecentral.edu/qelp/sets/038/038.html Wasteshed Population Disposed Per capita (people) (tons) (tons/person) Baker 16,700 12,376 0.741 Benton 71,860 45,551 0.634 Clatsop 34,700 30,716 0.885 Columbia 42,300 23,004 0.544 Coos 61,400 37,434 0.61 Crook 16,650 14,232 0.855 Curry 22,000 12,264 0.557 Deschutes 104,900 101,313 0.966 Douglas 100,300 86,369 0.861 Gilliam 2,100 1,320 0.629 Grant 8,000 3,174 0.397 Harney 7,600 1,794 0.236 Hood River 19,500 14,931 0.766 Jackson 172,800 136,337 0.789 Jefferson 8,709 8,709 1 Josephine 73,000 40,518 0.555 Klamath 62,000 62,603 1.01 Lake 7,400 6,361 0.86 Lane 313,000 261,958 0.837 Lincoln 43,200 41,127 0.952 Linn 107,090 75,807 0.708 Malheur 29,200 20,052 0.687 Marion 271,750 237,166 0.873 Metro 1,363,100 1,196,486 0.878 Milton-Freewater 6,500 5,586 0.859 Morrow 9,400 5,893 0.627 Polk 58,940 36,790 0.624 Sherman 1,900 1,092 0.575 Tillamook 24,000 15,063 0.628 Umatilla 60,600 52,484 0.866 Union 24,400 15,610 0.64 Wallowa 7,200 4,526 0.629 Wasco 22,600 17,997 0.796 Wheeler 1,600 359 0.224 Yamhill 82,460 68,901 0.836 http://www.seattlecentral.edu/qelp/sets/076/076.html tree # circumfer eye horizontal angle height ence height distance (degrees) (meters) (meters) (meters) (meters) 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 4.97 6.65 4.93 0.29 0.19 0.45 0.62 0.64 0.18 0.55 0.4 0.39 0.62 0.27 0.41 0.15 0.86 2.22 1.97 2.85 2.84 1.24 2.23 2.45 9.09 1.51 1.51 1.51 1.73 1.51 1.51 1.51 1.51 1.51 1.51 1.51 1.73 1.73 1.73 1.73 1.73 1.73 1.73 1.73 1.73 1.73 1.73 1.73 1.73 1.58 50 50 31.2 16.5 11.8 9.24 6.42 7.4 7.17 10.8 11.15 14.7 16.8 14.8 7.9 6.1 16.5 33.6 35.4 46.7 50 35.7 41.3 42.2 76.43 54 55 64.1 12.5 17 38.4 52.1 55 27.2 48 40.1 19 28 34 48 8.8 41 39 45 40 36.4 44 42 44 45 70.33 72.92 65.76 5.39 5.12 8.83 9.76 12.08 5.19 13.5 10.9 6.79 10.66 11.71 10.5 2.67 16.07 28.94 37.13 40.92 38.59 36.21 38.92 42.48 78.01 http://www.seattlecentral.edu/qelp/sets/061/061.html date of peak discharge* 10/10/1955 10/29/1955 11/19/1955 11/26/1955 12/1/1955 12/6/1955 12/12/1955 12/21/1955 1/4/1956 1/15/1956 1/22/1956 2/12/1956 3/2/1956 3/19/1956 3/22/1956 10/25/1956 10/29/1956 11/17/1956 12/11/1956 2/22/1957 2/25/1957 2/26/1957 3/5/1957 3/6/1957 11/13/1957 12/6/1957 12/20/1957 12/28/1957 1/12/1958 1/29/1958 2/10/1958 2/15/1958 4/17/1958 4/20/1958 11/6/1958 11/8/1958 11/13/1958 11/19/1958 12/7/1958 12/11/1958 1/12/1959 1/27/1959 3/30/1959 5/6/1959 Peak discharge, unlogged (m3/s/km2) 0.15 0.07 0.66 0.68 0.26 0.2 0.61 0.89 0.14 0.94 0.39 0.19 0.26 0.21 0.29 0.14 0.23 0.21 1.15 0.28 0.39 0.51 0.18 0.4 0.22 0.56 1.29 0.54 0.25 0.3 0.17 0.75 0.09 0.24 0.12 0.19 0.22 0.54 0.11 0.22 0.23 0.65 0.19 0.1 Peak discharge, logged (m3/s/km2) 0.2 0.11 0.99 0.78 0.34 0.21 0.64 1.04 0.16 1.07 0.5 0.18 0.51 0.2 0.26 0.18 0.35 0.31 1.65 0.36 0.4 0.56 0.21 0.55 0.26 0.84 1.62 0.8 0.28 0.38 0.2 0.9 0.12 0.26 0.1 0.23 0.31 0.67 0.17 0.26 0.26 0.92 0.22 0.14 9/20/1959 9/26/1959 10/7/1959 10/9/1959 10/22/1959 11/21/1959 11/22/1959 1/26/1960 2/9/1960 2/15/1960 3/30/1960 5/13/1960 5/21/1960 11/10/1960 11/15/1960 11/18/1960 11/24/1960 12/18/1960 1/6/1961 1/14/1961 1/31/1961 2/10/1961 3/1/1961 3/13/1961 10/23/1961 10/27/1961 11/3/1961 11/22/1961 12/17/1961 12/19/1961 3/7/1962 4/8/1962 4/27/1962 10/7/1962 10/9/1962 11/9/1962 11/20/1962 11/26/1962 11/30/1962 12/2/1962 2/1/1963 2/3/1963 2/18/1963 3/30/1963 4/6/1963 5/3/1963 5/6/1963 9/15/1963 0.07 0.11 0.08 0.17 0.11 0.07 0.18 0.1 0.33 0.19 0.21 0.1 0.16 0.11 0.2 0.27 0.74 0.23 0.14 0.19 0.12 1.03 0.25 0.31 0.06 0.11 0.13 0.62 0.2 0.99 0.08 0.17 0.15 0.19 0.07 0.05 0.22 0.19 0.19 0.29 0.48 0.46 0.21 0.18 0.21 0.14 0.24 0.05 0.05 0.17 0.09 0.25 0.16 0.08 0.27 0.13 0.37 0.18 0.29 0.14 0.19 0.15 0.28 0.33 0.93 0.3 0.19 0.25 0.17 1.23 0.29 0.31 0.05 0.16 0.17 1.03 0.31 1.26 0.12 0.17 0.18 0.18 0.12 0.09 0.31 0.27 0.23 0.39 0.7 0.52 0.38 0.3 0.19 0.18 0.29 0.07 11/4/1963 11/8/1963 11/14/1963 12/28/1963 1/17/1964 1/19/1964 3/4/1964 3/14/1964 11/24/1964 11/29/1964 12/10/1964 12/14/1964 12/22/1964 12/24/1964 12/26/1964 1/10/1965 1/23/1965 1/27/1965 3/26/1965 4/19/1965 11/4/1965 11/12/1965 12/28/1965 1/4/1966 1/6/1966 1/14/1966 3/9/1966 10/20/1966 10/22/1966 11/11/1966 11/14/1966 1/3/1967 1/13/1967 1/28/1967 2/17/1967 10/27/1967 11/10/1967 11/29/1967 12/5/1967 12/23/1967 1/9/1968 1/15/1968 2/23/1968 3/26/1968 5/26/1968 10/11/1968 10/15/1968 10/20/1968 0.06 0.37 0.13 0.21 0.2 0.2 0.2 0.18 0.39 0.23 0.25 0.26 1.65 0.85 0.55 0.19 0.25 1.35 0.05 0.18 0.04 0.13 0.08 0.19 0.51 0.34 0.34 0.06 0.15 0.16 0.25 0.11 0.23 0.6 0.22 0.24 0.14 0.04 0.09 0.19 0.17 0.2 0.57 0.06 0.05 0.06 0.09 0.07 0.09 1.15 0.18 0.33 0.31 0.45 0.38 0.27 1.22 0.34 0.32 0.41 1.8 1.08 0.61 0.26 0.41 1.5 0.1 0.39 0.08 0.46 0.18 0.34 1.19 0.51 0.64 0.1 0.36 0.48 0.47 0.2 0.38 0.8 0.46 0.84 0.38 0.12 0.19 0.3 0.35 0.3 0.84 0.14 0.14 0.17 0.19 0.19 11/8/1968 12/4/1968 12/24/1968 12/28/1968 1/1/1969 1/7/1969 2/11/1969 3/17/1969 10/8/1969 11/4/1969 12/12/1969 12/21/1969 1/10/1970 1/18/1970 1/26/1970 2/6/1970 3/7/1970 4/10/1970 10/23/1970 11/8/1970 11/11/1970 11/24/1970 12/7/1970 12/16/1970 12/30/1970 1/10/1971 2/10/1971 3/11/1971 10/19/1971 11/1/1971 11/26/1971 12/5/1971 12/9/1971 1/11/1972 1/18/1972 1/21/1972 2/13/1972 2/16/1972 2/27/1972 3/2/1972 3/13/1972 12/20/1972 1/12/1973 9/24/1973 10/21/1973 10/31/1973 11/5/1973 11/9/1973 0.7 0.91 0.21 0.21 0.16 0.43 0.09 0.21 0.05 0.09 0.18 0.31 0.15 0.71 0.51 0.18 0.06 0.06 0.07 0.05 0.17 0.34 0.21 0.15 0.23 0.35 0.23 0.2 0.05 0.15 0.65 0.79 0.51 0.64 0.67 1.27 0.4 0.48 0.43 0.9 0.23 0.25 0.32 0.06 0.05 0.22 0.09 0.31 1.28 1.18 0.22 0.28 0.18 0.54 0.19 0.3 0.08 0.19 0.42 0.76 0.27 0.84 0.63 0.24 0.17 0.11 0.12 0.12 0.34 0.74 0.36 0.2 0.51 0.52 0.36 0.37 0.08 0.3 1.21 1.35 1.26 1.11 0.99 1.66 0.52 0.65 0.64 1.3 0.28 0.4 0.61 0.1 0.07 0.47 0.17 0.49 11/28/1973 12/7/1973 12/15/1973 12/23/1973 12/29/1973 1/15/1974 1/31/1974 2/17/1974 2/18/1974 3/5/1974 3/14/1974 11/18/1974 11/23/1974 12/11/1974 12/14/1974 12/20/1974 12/27/1974 1/4/1975 1/5/1975 1/8/1975 1/13/1975 1/25/1975 2/8/1975 2/13/1975 2/19/1975 2/28/1975 3/18/1975 3/24/1975 10/21/1975 10/25/1975 11/6/1975 11/15/1975 11/27/1975 12/1/1975 12/4/1975 12/7/1975 12/23/1975 1/5/1976 1/8/1976 1/14/1976 2/16/1976 2/17/1976 2/26/1976 2/28/1977 3/9/1977 11/2/1977 11/15/1977 11/22/1977 0.29 0.41 0.21 0.25 0.37 0.46 0.29 0.13 0.36 0.31 0.38 0.07 0.14 0.12 0.25 0.7 0.25 0.17 0.45 0.3 0.25 0.34 0.09 0.32 0.28 0.24 0.34 0.3 0.06 0.22 0.07 0.21 0.11 0.75 0.32 0.31 0.19 0.36 1.19 0.37 0.36 0.31 0.22 0.11 0.16 0.07 0.21 0.17 0.49 0.75 0.26 0.31 0.53 1 0.39 0.19 0.78 0.62 0.61 0.09 0.23 0.23 0.48 1.1 0.52 0.31 0.79 0.48 0.29 0.51 0.17 0.62 0.46 0.35 0.73 0.46 0.1 0.38 0.16 0.31 0.2 1.23 0.51 0.41 0.4 0.57 1.54 0.62 0.63 0.38 0.28 0.23 0.23 0.13 0.38 0.31 11/25/1977 11/29/1977 12/2/1977 12/13/1977 12/24/1977 2/3/1978 4/22/1978 11/19/1978 11/29/1978 11/30/1978 12/4/1978 12/11/1978 12/24/1978 1/10/1979 2/7/1979 2/11/1979 3/5/1979 4/13/1979 5/6/1979 10/19/1979 10/31/1979 11/18/1979 11/23/1979 11/24/1979 12/2/1979 1/5/1980 1/12/1980 2/1/1980 3/14/1980 4/10/1980 11/7/1980 11/21/1980 12/3/1980 12/22/1980 12/25/1980 1/26/1981 2/14/1981 2/16/1981 2/18/1981 3/31/1981 6/8/1981 11/18/1981 11/21/1981 12/1/1981 12/2/1981 12/6/1981 12/14/1981 12/19/1981 0.79 0.25 0.34 0.92 0.29 0.28 0.06 0.05 0.13 0.22 0.41 0.24 0.1 0.16 0.6 0.31 0.34 0.14 0.13 0.13 0.08 0.06 0.07 0.21 0.2 0.2 0.77 0.09 0.17 0.14 0.17 0.12 0.52 0.2 0.78 0.05 0.09 0.48 0.45 0.13 0.12 0.09 0.2 0.14 0.54 0.94 0.58 0.33 1.13 0.28 0.65 1.13 0.46 0.52 0.17 0.11 0.2 0.38 0.87 0.48 0.18 0.29 1.13 0.42 0.4 0.2 0.2 0.1 0.14 0.14 0.15 0.33 0.34 0.39 1.12 0.16 0.32 0.21 0.2 0.21 0.68 0.35 0.96 0.11 0.22 0.92 0.61 0.18 0.2 0.17 0.31 0.24 0.99 1.19 0.8 0.54 12/26/1981 1/17/1982 1/24/1982 2/14/1982 2/19/1982 4/11/1982 10/23/1982 10/29/1982 11/20/1982 11/30/1982 12/2/1982 12/4/1982 12/5/1982 12/17/1982 1/4/1983 1/7/1983 2/18/1983 3/30/1983 11/14/1983 11/24/1983 12/8