MBA 563 Assignment 3
Rahul Sankapal
2022-11-02 02:47:22
# Load any libraries here
library(tidyverse)## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.2 ──
## ✔ ggplot2 3.3.6 ✔ purrr 0.3.5
## ✔ tibble 3.1.8 ✔ dplyr 1.0.10
## ✔ tidyr 1.2.1 ✔ stringr 1.4.1
## ✔ readr 2.1.3 ✔ forcats 0.5.2
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag() masks stats::lag()1 - Load data
df <- read.csv('store_3HE.csv',stringsAsFactors=FALSE)2 - Familiarization with the data
str(df)## 'data.frame': 771 obs. of 20 variables:
## $ store : int 105 117 122 123 182 183 186 194 227 233 ...
## $ city : chr "BROCKVILLE" "BURLINGTON" "BURLINGTON" "BURLINGTON" ...
## $ region : chr "ONTARIO" "ONTARIO" "ONTARIO" "ONTARIO" ...
## $ province : chr "ON" "ON" "ON" "ON" ...
## $ size : int 496 875 691 763 784 NA 966 710 973 967 ...
## $ revenue : chr "984.7" "2629.32" "2786.73" "2834.49" ...
## $ units : num 470 1131 1229 1258 1950 ...
## $ cost : num 591 1622 1709 1720 2486 ...
## $ gross_profit : num 394 1008 1077 1115 1633 ...
## $ promo_units : num 210 401 450 477 665 ...
## $ energy_units : num 72.1 192.8 240.5 194.2 199.7 ...
## $ regularBars_units : num 38.6 75 93.7 99.4 175.5 ...
## $ gum_units : num 29.3 55.9 64.3 73.2 145.8 ...
## $ bagpegCandy_units : num 13.4 42.1 29.9 54.1 68.1 ...
## $ isotonics_units : num 20.7 87.6 105.7 118.2 109.3 ...
## $ singleServePotato_units: num 18.6 36.4 48 39.7 85.7 ...
## $ takeHomePotato_units : num 7.71 33.46 19.9 22.1 42.33 ...
## $ kingBars_units : num 17.9 47.4 45.2 45.3 79.8 ...
## $ flatWater_units : num 56.5 98.4 130.3 132.8 204.1 ...
## $ psd591Ml_units : num 39.7 38.7 47.3 39.9 50.3 ...summary(df)## store city region province
## Min. : 105 Length:771 Length:771 Length:771
## 1st Qu.: 6226 Class :character Class :character Class :character
## Median :34438 Mode :character Mode :character Mode :character
## Mean :34226
## 3rd Qu.:59663
## Max. :98788
##
## size revenue units cost
## Min. : 276.0 Length:771 Min. : 42.65 Min. : 41.12
## 1st Qu.: 671.8 Class :character 1st Qu.: 911.85 1st Qu.: 1229.12
## Median : 792.5 Mode :character Median :1351.25 Median : 1843.41
## Mean : 755.5 Mean :1559.78 Mean : 2180.51
## 3rd Qu.: 893.0 3rd Qu.:1941.60 3rd Qu.: 2689.76
## Max. :1163.0 Max. :9715.83 Max. :14228.89
## NA's :15
## gross_profit promo_units energy_units regularBars_units
## Min. : 36.36 Min. : 17.5 Min. : 4.1 Min. : 5.10
## 1st Qu.: 771.74 1st Qu.: 344.4 1st Qu.: 142.7 1st Qu.: 75.67
## Median : 1150.93 Median : 499.3 Median : 215.6 Median :110.65
## Mean : 1388.03 Mean : 567.0 Mean : 253.0 Mean :123.95
## 3rd Qu.: 1702.92 3rd Qu.: 730.5 3rd Qu.: 317.1 3rd Qu.:154.84
## Max. :10457.82 Max. :3116.5 Max. :1576.3 Max. :681.56
##
## gum_units bagpegCandy_units isotonics_units singleServePotato_units
## Min. : 1.88 Min. : 0.00 Min. : 3.98 Min. : 1.75
## 1st Qu.: 53.49 1st Qu.: 24.43 1st Qu.: 57.79 1st Qu.: 29.51
## Median : 77.88 Median : 41.65 Median : 84.48 Median : 44.92
## Mean : 85.53 Mean : 50.33 Mean : 98.76 Mean : 56.34
## 3rd Qu.:110.11 3rd Qu.: 63.72 3rd Qu.:124.16 3rd Qu.: 67.84
## Max. :318.69 Max. :381.96 Max. :562.46 Max. :439.06
##
## takeHomePotato_units kingBars_units flatWater_units psd591Ml_units
## Min. : 0.00 Min. : 0.00 Min. : 11.96 Min. : 0.00
## 1st Qu.: 15.69 1st Qu.: 33.89 1st Qu.: 82.33 1st Qu.: 31.28
## Median : 28.85 Median : 49.87 Median : 128.98 Median : 48.25
## Mean : 38.05 Mean : 58.68 Mean : 158.03 Mean : 60.57
## 3rd Qu.: 49.31 3rd Qu.: 73.33 3rd Qu.: 190.32 3rd Qu.: 74.95
## Max. :360.19 Max. :471.19 Max. :1424.27 Max. :390.38
## head(df, n=10)## store city region province size revenue units cost gross_profit
## 1 105 BROCKVILLE ONTARIO ON 496 984.7 470.46 590.73 393.97
## 2 117 BURLINGTON ONTARIO ON 875 2629.32 1131.38 1621.58 1007.74
## 3 122 BURLINGTON ONTARIO ON 691 2786.73 1229.46 1709.45 1077.27
## 4 123 BURLINGTON ONTARIO ON 763 2834.49 1257.63 1719.61 1114.88
## 5 182 DON MILLS ONTARIO ON 784 4118.36 1949.50 2485.83 1632.53
## 6 183 DON MILLS ONTARIO ON NA 374.83 186.54 227.36 147.47
## 7 186 NORTH YORK ONTARIO ON 966 8195.26 3695.46 5069.99 3125.27
## 8 194 NORTH YORK ONTARIO ON 710 1981.46 954.29 1172.38 809.08
## 9 227 ETOBICOKE ONTARIO ON 973 4841.67 2185.02 2995.62 1846.06
## 10 233 ETOBICOKE ONTARIO ON 967 5435.45 2473.71 3315.70 2119.76
## promo_units energy_units regularBars_units gum_units bagpegCandy_units
## 1 210.23 72.13 38.63 29.29 13.38
## 2 401.46 192.77 75.04 55.85 42.15
## 3 450.04 240.48 93.73 64.27 29.85
## 4 476.83 194.21 99.44 73.25 54.15
## 5 664.71 199.73 175.48 145.81 68.06
## 6 79.23 34.23 17.06 11.71 3.73
## 7 1143.33 419.19 271.58 212.42 153.90
## 8 300.87 135.87 44.12 117.69 19.37
## 9 657.31 248.42 175.35 111.67 81.54
## 10 868.54 319.12 187.06 156.81 73.87
## isotonics_units singleServePotato_units takeHomePotato_units kingBars_units
## 1 20.69 18.60 7.71 17.87
## 2 87.62 36.44 33.46 47.44
## 3 105.65 47.96 19.90 45.21
## 4 118.19 39.67 22.10 45.33
## 5 109.35 85.71 42.33 79.81
## 6 9.29 8.48 0.00 11.88
## 7 166.37 130.79 136.79 114.50
## 8 28.46 26.21 16.58 36.54
## 9 124.23 94.52 73.40 93.77
## 10 142.29 116.60 46.12 89.67
## flatWater_units psd591Ml_units
## 1 56.54 39.71
## 2 98.42 38.73
## 3 130.27 47.31
## 4 132.77 39.87
## 5 204.06 50.29
## 6 25.31 2.69
## 7 328.63 112.38
## 8 111.79 34.85
## 9 193.12 70.15
## 10 323.42 73.83tail(df,n=10)## store city region province size revenue units cost gross_profit
## 762 92583 VANCOUVER WEST BC 614 1940.79 875.77 1167.63 773.17
## 763 92586 VANCOUVER WEST BC 379 608.04 295.62 361.08 246.96
## 764 92589 PRINCETON WEST BC 904 5182.48 2323.46 3180.24 2002.24
## 765 92591 BURNABY WEST BC 872 3954.78 1748.50 2426.27 1528.51
## 766 94285 UNKNOWN QUEBEC UNKNOWN 343 1121.61 534.63 678.85 442.75
## 767 95198 SOOKE WEST BC 707 2910.59 1305.92 1777.54 1133.05
## 768 95342 MAPLE RIDGE WEST BC 711 1786.36 789.38 1088.62 697.74
## 769 95849 VANCOUVER WEST BC 444 1497.23 703.52 902.25 594.97
## 770 97250 WINNIPEG WEST MB 723 2093.18 928.54 1325.07 768.11
## 771 98788 VANCOUVER WEST BC 885 3753.52 1644.13 2245.66 1507.87
## promo_units energy_units regularBars_units gum_units bagpegCandy_units
## 762 272.02 105.54 70.56 51.25 23.98
## 763 110.25 33.27 27.42 21.75 0.90
## 764 1088.19 313.00 209.67 75.35 58.54
## 765 617.29 324.25 121.67 84.77 46.94
## 766 168.93 90.44 43.00 40.19 0.74
## 767 401.46 151.17 122.63 51.46 51.12
## 768 352.19 130.87 70.83 46.50 22.69
## 769 256.42 81.98 66.71 29.29 18.42
## 770 438.96 113.96 72.38 38.17 31.48
## 771 451.71 207.17 118.27 86.92 52.98
## isotonics_units singleServePotato_units takeHomePotato_units kingBars_units
## 762 65.90 29.92 14.63 24.42
## 763 20.06 9.87 3.60 17.00
## 764 165.65 97.60 36.06 84.77
## 765 117.81 63.06 24.60 45.35
## 766 34.22 22.07 3.15 32.93
## 767 85.21 46.25 30.15 74.52
## 768 52.69 19.02 14.58 22.52
## 769 72.29 24.83 7.60 26.60
## 770 68.37 30.00 27.44 38.67
## 771 105.87 68.38 38.83 47.79
## flatWater_units psd591Ml_units
## 762 116.15 26.04
## 763 52.38 10.69
## 764 255.46 105.79
## 765 183.83 50.17
## 766 49.00 18.00
## 767 110.79 43.27
## 768 73.54 32.15
## 769 86.15 24.88
## 770 93.10 59.35
## 771 195.31 37.75slice_sample(df)## store city region province size revenue units cost gross_profit
## 1 830 NORTH YORK ONTARIO ON 517 2353.05 1107.08 1411.32 941.74
## promo_units energy_units regularBars_units gum_units bagpegCandy_units
## 1 337.9 159.5 95.38 107.4 45.33
## isotonics_units singleServePotato_units takeHomePotato_units kingBars_units
## 1 49.63 47.73 17.85 42.65
## flatWater_units psd591Ml_units
## 1 111.19 26.35unique(df)## store city region province size revenue units
## 1 105 BROCKVILLE ONTARIO ON 496 984.7 470.46
## 2 117 BURLINGTON ONTARIO ON 875 2629.32 1131.38
## 3 122 BURLINGTON ONTARIO ON 691 2786.73 1229.46
## 4 123 BURLINGTON ONTARIO ON 763 2834.49 1257.63
## 5 182 DON MILLS ONTARIO ON 784 4118.36 1949.50
## 6 183 DON MILLS ONTARIO ON NA 374.83 186.54
## 7 186 NORTH YORK ONTARIO ON 966 8195.26 3695.46
## 8 194 NORTH YORK ONTARIO ON 710 1981.46 954.29
## 9 227 ETOBICOKE ONTARIO ON 973 4841.67 2185.02
## 10 233 ETOBICOKE ONTARIO ON 967 5435.45 2473.71
## 11 236 ETOBICOKE ONTARIO ON 1001 5340.2 2355.35
## 12 248 GEORGETOWN ONTARIO ON 736 2575.96 1144.69
## 13 259 GORMLEY ONTARIO ON 778 2361.24 1050.83
## 14 272 GUELPH ONTARIO ON 949 2711.2 1138.62
## 15 282 HAMILTON ONTARIO ON 833 1724.54 759.17
## 16 291 STONEY CREEK ONTARIO ON 952 2821.96 1238.08
## 17 333 KANATA ONTARIO ON 318 565.3 270.65
## 18 358 KITCHENER ONTARIO ON 836 5075.03 2179.21
## 19 367 KITCHENER ONTARIO ON 496 465.46 202.67
## 20 396 LONDON ONTARIO ON 796 2314.78 1024.58
## 21 398 LONDON ONTARIO ON 609 1372.67 625.35
## 22 399 LONDON ONTARIO ON 948 3046.68 1365.31
## 23 402 LONDON ONTARIO ON 656 2368.65 1061.88
## 24 409 LONDON ONTARIO ON 734 3210.86 1437.67
## 25 414 LONDON ONTARIO ON 542 1821.12 834.17
## 26 438 UNIONVILLE ONTARIO ON 768 1676.88 766.96
## 27 445 SCARBOROUGH ONTARIO ON 501 1372.87 638.50
## 28 446 MILTON ONTARIO ON 789 1956.49 874.04
## 29 448 MILTON ONTARIO ON 969 4430.77 1945.56
## 30 451 MISSISSAUGA ONTARIO ON 881 4350.28 1980.52
## 31 452 MISSISSAUGA ONTARIO ON 884 4766.71 2183.13
## 32 453 MISSISSAUGA ONTARIO ON 560 2478.8 1102.69
## 33 454 MISSISSAUGA ONTARIO ON 887 2441.33 1080.56
## 34 457 MISSISSAUGA ONTARIO ON 379 2367.62 1273.35
## 35 460 MISSISSAUGA ONTARIO ON 728 2742.16 1236.58
## 36 466 MISSISSAUGA ONTARIO ON 843 3797.34 1678.33
## 37 474 MISSISSAUGA ONTARIO ON 413 1344.45 652.62
## 38 475 MISSISSAUGA ONTARIO ON 763 2549.04 1130.87
## 39 479 MISSISSAUGA ONTARIO ON 759 3628.8 1654.98
## 40 480 MISSISSAUGA ONTARIO ON 967 4081.75 1780.35
## 41 481 MISSISSAUGA ONTARIO ON 793 3472.04 1582.44
## 42 496 NEPEAN ONTARIO ON 905 4153.75 1804.31
## 43 501 NEWMARKET ONTARIO ON 931 2733.71 1181.71
## 44 539 ORLEANS ONTARIO ON 841 3002.95 1351.46
## 45 555 OTTAWA ONTARIO ON 882 6264.74 2730.42
## 46 558 NEPEAN ONTARIO ON 815 3756.79 1659.90
## 47 561 OTTAWA ONTARIO ON 450 1143.8 583.98
## 48 562 NEPEAN ONTARIO ON 776 4465.6 1969.90
## 49 568 NEPEAN ONTARIO ON 765 4422.01 2005.44
## 50 574 OTTAWA ONTARIO ON 429 1445.91 726.10
## 51 575 OTTAWA ONTARIO ON 426 1750.95 849.29
## 52 583 GLOUCESTER ONTARIO ON 941 3438.12 1550.25
## 53 616 PICKERING ONTARIO ON 808 3815.41 1708.06
## 54 619 PICKERING ONTARIO ON 479 870.27 413.54
## 55 632 PORT HOPE ONTARIO ON 962 3275.36 1404.85
## 56 650 ETOBICOKE ONTARIO ON 897 3370.91 1665.83
## 57 651 ETOBICOKE ONTARIO ON 744 2707.1 1263.54
## 58 655 RICHMOND HILL ONTARIO ON 758 2342.59 1020.90
## 59 676 SCARBOROUGH ONTARIO ON 803 2629.48 1166.10
## 60 682 SCARBOROUGH ONTARIO ON 801 2411.33 1123.21
## 61 683 SCARBOROUGH ONTARIO ON 727 2030.77 964.63
## 62 687 SCARBOROUGH ONTARIO ON 751 3143.61 1469.69
## 63 699 SCARBOROUGH ONTARIO ON 742 2928.75 1405.44
## 64 732 ST. CATHARINES ONTARIO ON 814 1621.05 740.21
## 65 733 ST. CATHARINES ONTARIO ON 489 1072.88 521.85
## 66 735 ST. CATHARINES ONTARIO ON 979 3463.98 1494.12
## 67 741 ST THOMAS ONTARIO ON 702 1955.13 904.25
## 68 769 SUDBURY ONTARIO ON 304 429.1 188.21
## 69 784 THORNHILL ONTARIO ON 791 3006.44 1334.13
## 70 787 VAUGHAN ONTARIO ON 786 2487.65 1117.38
## 71 813 TORONTO ONTARIO ON 906 5101.63 2304.33
## 72 822 TORONTO ONTARIO ON 757 2383.49 1090.04
## 73 823 TORONTO ONTARIO ON 791 5752.27 2552.25
## 74 829 TORONTO ONTARIO ON 788 4369.24 1978.52
## 75 830 NORTH YORK ONTARIO ON 517 2353.05 1107.08
## 76 834 TORONTO ONTARIO ON 698 2403.59 1116.08
## 77 857 TORONTO ONTARIO ON 712 2731.58 1244.67
## 78 872 CONCORD ONTARIO ON 937 3483.55 1563.00
## 79 911 NORTH YORK ONTARIO ON 746 2560.12 1234.17
## 80 914 NORTH YORK ONTARIO ON 668 2671.68 1245.06
## 81 920 WHITBY ONTARIO ON 740 1697.61 789.02
## 82 928 WIARTON ONTARIO ON 391 499.7 220.62
## 83 935 NORTH YORK ONTARIO ON 892 3386.34 1533.27
## 84 937 NORTH YORK ONTARIO ON 806 2433.02 1116.04
## 85 941 WINDSOR ONTARIO ON 806 2575.7 1125.44
## 86 959 WOODBRIDGE ONTARIO ON 1009 5166.15 2280.62
## 87 960 WOODBRIDGE ONTARIO ON 754 3029.19 1371.40
## 88 962 ETOBICOKE ONTARIO ON 455 1465.31 757.47
## 89 973 UNKNOWN QUEBEC UNKNOWN 482 1518.72 682.83
## 90 987 AJAX ONTARIO ON 933 2527.1 1158.83
## 91 996 OAKVILLE ONTARIO ON 399 1685.91 800.44
## 92 1004 GLOUCESTER ONTARIO ON 649 2802.87 1254.06
## 93 1308 TECUMSEH ONTARIO ON 693 2899.17 1242.29
## 94 1312 RICHMOND HILL ONTARIO ON 739 1517.45 697.96
## 95 1315 BRAMPTON ONTARIO ON 736 3039.26 1428.73
## 96 1326 BURLINGTON ONTARIO ON 869 3575.92 1580.94
## 97 1327 LONDON ONTARIO ON 680 2330.93 1042.12
## 98 1328 LONDON ONTARIO ON 798 2391.3 1069.71
## 99 1334 WHITBY ONTARIO ON 720 1884.76 852.44
## 100 1404 SCARBOROUGH ONTARIO ON 867 4192.14 1855.48
## 101 1405 SCARBOROUGH ONTARIO ON 789 1744.63 809.25
## 102 1427 ARTHUR ONTARIO ON 651 1154.33 539.98
## 103 1429 AURORA ONTARIO ON 838 1974.43 848.87
## 104 1446 BARRIE ONTARIO ON 944 5398.27 2361.63
## 105 1455 NEPEAN ONTARIO ON 420 661.91 327.12
## 106 1470 BOLTON ONTARIO ON 787 2747.26 1207.56
## 107 1480 BRAMPTON ONTARIO ON 748 2790.29 1291.37
## 108 1487 BRAMPTON ONTARIO ON 898 4162.08 1814.67
## 109 1616 LONDON ONTARIO ON 816 2041.14 911.00
## 110 2505 CALGARY WEST AB 360 778.29 359.37
## 111 2512 FORT ST. JOHN WEST BC 539 2596.13 1051.29
## 112 2519 QUESNEL WEST BC 917 4337.47 1805.85
## 113 2538 EDMONTON WEST AB 800 4207.49 1853.52
## 114 2542 ROCKY MOUNTAIN HOUSE WEST AB 843 3472.78 1368.21
## 115 2548 CHASE WEST BC 804 4226.55 1806.25
## 116 2552 CALGARY WEST AB 880 3327.09 1439.48
## 117 2556 MAPLE RIDGE WEST BC 744 2946.56 1286.69
## 118 2557 PORT COQUITLAM WEST BC 548 2568.45 1148.25
## 119 2560 WINFIELD WEST BC 627 1925.63 807.02
## 120 2562 EDMONTON WEST AB 934 7647.52 3142.98
## 121 2563 SURREY WEST BC 402 2188.04 1057.25
## 122 2566 KAMLOOPS WEST BC 718 3012.13 1302.08
## 123 2587 VANCOUVER WEST BC 965 7211 3158.29
## 124 2591 CALGARY WEST AB 1038 6590.32 2724.58
## 125 2618 KELOWNA WEST BC 1021 6889.42 2935.04
## 126 2619 REGINA WEST SK 982 6329.98 2644.83
## 127 2627 ABBOTSFORD WEST BC 498 1989.7 902.96
## 128 2631 MISSION WEST BC 928 3760.47 1635.52
## 129 2634 WEST VANCOUVER WEST BC 543 1350.13 629.40
## 130 2639 WINNIPEG WEST MB 733 2341.55 1049.50
## 131 2640 VICTORIA WEST BC 606 745.87 339.56
## 132 2644 SASKATOON WEST SK 803 4021.9 1713.90
## 133 2652 ST. ALBERT WEST AB 655 2578.6 1142.62
## 134 2665 CALGARY WEST AB 860 5291.2 2242.35
## 135 2667 NANOOSE BAY WEST BC 1003 11568.82 4997.85
## 136 2669 EDMONTON WEST AB 944 7289.77 3119.83
## 137 2671 WILLIAMS LAKE WEST BC 656 1428.12 636.12
## 138 2684 SALMON ARM WEST BC 715 1585.36 664.90
## 139 2695 CALGARY WEST AB 514 5592.71 2408.40
## 140 2698 KAMLOOPS WEST BC 982 5781.89 2474.60
## 141 2711 CALGARY WEST AB 1078 8385.6 3479.12
## 142 2714 EDMONTON WEST AB 411 2203.74 959.23
## 143 2718 LANGLEY WEST BC 603 3352.27 1519.46
## 144 2742 EDMONTON WEST AB 595 2101.58 902.90
## 145 2743 LAKE LOUISE WEST AB 1041 10915.15 4308.08
## 146 2751 WINNIPEG WEST MB 643 2744.41 1226.54
## 147 2758 BURNABY WEST BC 578 1035.53 468.90
## 148 2780 FORT ST. JOHN WEST BC 875 17960.16 6605.33
## 149 2795 WINNIPEG WEST MB 680 1268.08 577.29
## 150 2807 RICHMOND WEST BC 792 2925.26 1330.63
## 151 2813 CALGARY WEST AB 472 759.85 342.67
## 152 2817 UNKNOWN QUEBEC UNKNOWN 346 469.49 232.82
## 153 2818 VICTORIA WEST BC 722 1502.2 696.38
## 154 2820 UNKNOWN QUEBEC UNKNOWN 885 3124 1386.83
## 155 2842 CALGARY WEST AB 495 841.29 396.56
## 156 2845 PRINCE GEORGE WEST BC 659 1622.54 726.38
## 157 2846 SURREY WEST BC 961 3421.09 1518.73
## 158 2857 LADNER WEST BC 418 1151.5 522.67
## 159 2860 JASPER WEST AB 576 2985.94 1221.96
## 160 2879 KELOWNA WEST BC 1070 11155.07 4638.19
## 161 2880 GRAND FORKS WEST BC 826 4434.7 1911.63
## 162 2889 VANCOUVER WEST BC 536 1472.4 657.04
## 163 2892 LOGAN LAKE WEST BC 764 3432.97 1484.58
## 164 3751 GLOUCESTER ONTARIO ON 673 2231.44 1011.08
## 165 3827 OTTAWA ONTARIO ON 653 3531.26 1596.85
## 166 3872 GLOUCESTER ONTARIO ON 762 1724.75 793.69
## 167 3885 OTTAWA ONTARIO ON 627 4324.85 2016.69
## 168 3919 OTTAWA ONTARIO ON 299 798 402.08
## 169 3964 KANATA ONTARIO ON NA 506.3 252.37
## 170 4325 WESTBANK WEST BC 850 4945.12 2084.45
## 171 4732 NIAGARA-ON-THE-LAKE ONTARIO ON 675 2414.66 1069.71
## 172 4774 BOWMANVILLE ONTARIO ON 447 1194.52 575.79
## 173 4787 OSHAWA ONTARIO ON NA 393.47 205.75
## 174 4866 COURTICE ONTARIO ON 561 1116.24 534.02
## 175 4879 WHITBY ONTARIO ON 276 575.43 288.85
## 176 4987 ST CATHARINES ONTARIO ON 539 2480.71 1132.37
## 177 5021 ST CATHARINES ONTARIO ON NA 286.97 161.19
## 178 5034 ST CATHARINES ONTARIO ON 390 1287.95 599.92
## 179 5100 WELLAND ONTARIO ON 747 1610.89 719.77
## 180 5184 MARKHAM ONTARIO ON 641 1392.85 651.38
## 181 5205 ORILLIA ONTARIO ON 821 3966.84 1789.83
## 182 5289 AURORA ONTARIO ON NA 624.83 306.85
## 183 5326 BARRIE ONTARIO ON 529 1169.81 553.17
## 184 5368 BARRIE ONTARIO ON 555 1711.72 785.70
## 185 5434 MISSISSAUGA ONTARIO ON 496 3873.35 1877.83
## 186 5463 MISSISSAUGA ONTARIO ON 334 297.19 166.90
## 187 5539 MISSISSAUGA ONTARIO ON 482 3226.82 1484.58
## 188 5618 MISSISSAUGA ONTARIO ON 683 2717.8 1227.06
## 189 5621 MISSISSAUGA ONTARIO ON 695 2585.97 1159.67
## 190 5805 BURLINGTON ONTARIO ON 565 3458 1616.96
## 191 5834 BURLINGTON ONTARIO ON NA 441.37 229.98
## 192 5850 BURLINGTON ONTARIO ON 284 902.09 454.50
## 193 6178 SCARBOROUGH ONTARIO ON NA 369.25 183.44
## 194 6273 SCARBOROUGH ONTARIO ON 812 4058.74 1876.21
## 195 6336 SCARBOROUGH ONTARIO ON NA 324.91 173.54
## 196 6365 SCARBOROUGH ONTARIO ON NA 591.79 300.00
## 197 6378 WILLOWDALE ONTARIO ON 595 2689.35 1204.13
## 198 6428 DOWNSVIEW ONTARIO ON NA 1299.87 694.25
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## 536 54415 THUNDER BAY ONTARIO ON 402 2205.43 962.35
## 537 55102 SUDBURY ONTARIO ON 366 1133.08 530.75
## 538 55807 MISSISSAUGA ONTARIO ON 805 3043.51 1340.29
## 539 56105 BOLTON ONTARIO ON 762 2864.01 1256.96
## 540 56533 WINDSOR ONTARIO ON 790 2879.86 1279.00
## 541 56715 SUDBURY ONTARIO ON 882 1933.02 821.73
## 542 56756 NIAGARA FALLS ONTARIO ON 421 917.28 431.83
## 543 57213 BARRIE ONTARIO ON 392 1111.02 524.67
## 544 57613 BRAMPTON ONTARIO ON 832 2214.53 1019.44
## 545 57623 MISSISSAUGA ONTARIO ON 753 2178.57 982.00
## 546 57624 BRAMPTON ONTARIO ON 899 4664.92 2057.17
## 547 57625 MISSISSAUGA ONTARIO ON 776 2233.89 1014.77
## 548 57629 RICHMOND HILL ONTARIO ON 894 3226.13 1435.10
## 549 57635 DOWNSVIEW ONTARIO ON 808 3356.53 1656.75
## 550 58627 WHITBY ONTARIO ON 679 4024.81 1815.13
## 551 58685 NORTH YORK ONTARIO ON 803 2031.11 909.96
## 552 58755 BELLEVILLE ONTARIO ON 697 3058.77 1358.08
## 553 59003 TORONTO ONTARIO ON 1000 6789.33 3019.79
## 554 59023 TORONTO ONTARIO ON 898 3005.4 1388.44
## 555 59041 TORONTO ONTARIO ON 972 7380.43 3235.06
## 556 59059 THORNHILL ONTARIO ON 962 3600.52 1597.08
## 557 59075 NORTH YORK ONTARIO ON 480 917.46 452.94
## 558 59111 DOWNSVIEW ONTARIO ON 790 2987.2 1375.85
## 559 59114 NORTH YORK ONTARIO ON 396 951.01 496.67
## 560 59120 THORNHILL ONTARIO ON 396 611.49 304.56
## 561 59124 NORTH YORK ONTARIO ON 833 4213.77 1931.65
## 562 59140 NORTH YORK ONTARIO ON 866 2373.38 1147.13
## 563 59142 NORTH YORK ONTARIO ON 528 952.63 474.75
## 564 59160 SCARBOROUGH ONTARIO ON 673 1496.19 697.94
## 565 59166 ETOBICOKE ONTARIO ON 784 3266.78 1528.38
## 566 59170 DON MILLS ONTARIO ON 775 3067.37 1428.12
## 567 59172 SCARBOROUGH ONTARIO ON 811 2272.69 1031.79
## 568 59177 SCARBOROUGH ONTARIO ON 765 3100.52 1447.98
## 569 59192 TORONTO ONTARIO ON 963 3741.75 1705.73
## 570 59212 SCARBOROUGH ONTARIO ON 985 5703.12 2519.71
## 571 59221 ETOBICOKE ONTARIO ON 518 1404.31 670.85
## 572 59222 SCARBOROUGH ONTARIO ON 981 6525.18 2950.69
## 573 59226 ETOBICOKE ONTARIO ON 967 3435 1545.85
## 574 59256 NORTH YORK ONTARIO ON 746 3380.91 1556.62
## 575 59262 MISSISSAUGA ONTARIO ON 574 3431.84 1583.25
## 576 59282 GLOUCESTER ONTARIO ON 672 5319.99 2364.29
## 577 59552 NAPANEE ONTARIO ON 930 5052.72 2127.50
## 578 59647 PICKERING ONTARIO ON 776 2355.68 1066.79
## 579 59679 SMITHVILLE ONTARIO ON 409 1047 450.17
## 580 60035 LONDON ONTARIO ON 770 2520.51 1122.00
## 581 60077 CAMBRIDGE ONTARIO ON 406 1171.95 531.81
## 582 60293 PICKERING ONTARIO ON 347 2058.67 989.50
## 583 60651 SCHOMBERG ONTARIO ON 464 1073.78 502.50
## 584 60956 MISSISSAUGA ONTARIO ON 402 757.27 370.15
## 585 62931 LAC DU BONNET WEST MB 933 3010.85 1259.02
## 586 63013 BRANDON WEST MB 792 7126.33 2963.48
## 587 63116 PORTAGE LA PRAIRIE WEST MB 919 6272.56 2711.42
## 588 63370 SELKIRK WEST MB 775 1834.85 777.58
## 589 63426 OAK BLUFF WEST MB 930 4870.05 2082.23
## 590 63510 BRANDON WEST MB 707 2576.09 1144.06
## 591 63600 NEWMARKET ONTARIO ON 754 3338.11 1466.33
## 592 63936 WINNIPEG WEST MB 714 1152.99 518.83
## 593 63940 WINNIPEG WEST MB 975 4025.8 1710.31
## 594 63957 WINNIPEG WEST MB 574 1828.9 863.94
## 595 63966 WINNIPEG WEST MB 955 2795.8 1145.21
## 596 63982 WINNIPEG WEST MB 987 2299.8 1015.54
## 597 63994 WINNIPEG WEST MB 974 2783.95 1196.06
## 598 63995 WINNIPEG WEST MB 961 2752.23 1166.37
## 599 63999 WINNIPEG WEST MB 954 2595.79 1094.46
## 600 65003 KANATA ONTARIO ON 749 3685.67 1650.75
## 601 65004 OTTAWA ONTARIO ON 850 R 1796.31
## 602 65005 WATERLOO ONTARIO ON 803 2302.31 1009.81
## 603 65007 BRAMPTON ONTARIO ON 803 2699.86 1217.50
## 604 65008 RICHMOND HILL ONTARIO ON 944 2619.45 1179.65
## 605 65010 OTTAWA ONTARIO ON 850 5812.54 2602.63
## 606 65013 OAKVILLE ONTARIO ON 832 1751.23 770.42
## 607 65014 MISSISSAUGA ONTARIO ON 806 2998.01 1299.21
## 608 65015 OTTAWA ONTARIO ON 766 2884.75 1313.50
## 609 65016 NEWMARKET ONTARIO ON 761 2524.77 1131.27
## 610 65019 KITCHENER ONTARIO ON 795 5956.65 2494.60
## 611 65021 MISSISSAUGA ONTARIO ON 775 4749.3 2162.35
## 612 65025 OTTAWA ONTARIO ON 785 3224.67 1425.65
## 613 65026 CORNWALL ONTARIO ON 794 3864.11 1689.48
## 614 65027 WATERLOO ONTARIO ON 755 4228.27 1841.12
## 615 65028 KESWICK ONTARIO ON 810 4784.06 2089.15
## 616 65029 MARKHAM ONTARIO ON 773 1754.73 812.50
## 617 65036 WHITBY ONTARIO ON 793 3023.12 1355.31
## 618 65037 BELLEVILLE ONTARIO ON 807 8629.28 3773.10
## 619 65038 AJAX ONTARIO ON 784 3623.13 1648.17
## 620 65041 THORNHILL ONTARIO ON 787 3350.08 1543.56
## 621 65042 OTTAWA ONTARIO ON 800 3402.78 1544.79
## 622 65043 BRAMPTON ONTARIO ON 766 2880.52 1432.60
## 623 65044 STITTSVILLE ONTARIO ON 811 3165.65 1393.40
## 624 65045 THORNHILL ONTARIO ON 773 4093.49 1864.96
## 625 65046 KINGSTON ONTARIO ON 693 4037.04 1823.67
## 626 65047 THORNHILL ONTARIO ON 816 2766.28 1256.48
## 627 65048 OTTAWA ONTARIO ON 765 4311.01 1868.94
## 628 65050 RICHMOND HILL ONTARIO ON 825 2903.95 1305.48
## 629 65051 TRENTON ONTARIO ON 351 1903.81 890.79
## 630 65052 GUELPH ONTARIO ON 760 1995.71 877.96
## 631 65053 MARKHAM ONTARIO ON 788 2276.99 1050.37
## 632 65054 KANATA ONTARIO ON 841 3024.63 1302.42
## 633 65056 NIAGARA FALLS ONTARIO ON 775 3337.21 1474.35
## 634 65069 CONCORD ONTARIO ON 774 3587.13 1666.25
## 635 65070 KINGSTON ONTARIO ON 754 2065.21 942.90
## 636 65073 WINDSOR ONTARIO ON 735 1485.87 667.00
## 637 65076 KITCHENER ONTARIO ON 835 3394.84 1487.44
## 638 65077 WOODSTOCK ONTARIO ON 779 3772.52 1650.77
## 639 65078 COBOURG ONTARIO ON 807 4456.24 1977.92
## 640 65095 BURLINGTON ONTARIO ON 714 2369.5 1071.42
## 641 65097 BRAMPTON ONTARIO ON 770 5159.08 2345.65
## 642 65200 LONDON ONTARIO ON 798 3077.22 1362.04
## 643 65208 ST. THOMAS ONTARIO ON 800 4264.47 1831.17
## 644 65210 THORNTON ONTARIO ON 489 2324.97 1076.13
## 645 65212 TORONTO ONTARIO ON 816 3154.09 1422.15
## 646 65214 HAVELOCK ONTARIO ON 407 1425.46 626.92
## 647 65215 ACTON ONTARIO ON 394 1061.69 493.44
## 648 65218 VAUGHAN ONTARIO ON 771 1815.32 830.63
## 649 65231 INGERSOLL ONTARIO ON 410 1875.4 848.19
## 650 65234 OWEN SOUND ONTARIO ON 372 637.88 286.08
## 651 65235 HORNBY ONTARIO ON 441 1065.67 489.52
## 652 65236 BROCKVILLE ONTARIO ON 789 4382.16 1937.63
## 653 65239 HAMILTON ONTARIO ON 855 4406 1886.87
## 654 65240 BEAVERTON ONTARIO ON 532 2519.86 1143.96
## 655 67800 MARKHAM ONTARIO ON 907 1858.17 838.10
## 656 68064 WEST VANCOUVER WEST BC 546 977.15 459.54
## 657 68068 SURREY WEST BC 380 573.27 290.69
## 658 68079 KELOWNA WEST BC 953 4428.96 1924.31
## 659 68126 RICHMOND WEST BC 917 7001.15 3191.27
## 660 68131 KAMLOOPS WEST BC 1034 18169.86 7313.69
## 661 68132 SURREY WEST BC 736 2307.53 1012.71
## 662 68254 MERRITT WEST BC 771 2468.41 1073.35
## 663 68262 MAPLE RIDGE WEST BC 757 2042.89 882.23
## 664 68285 PEMBERTON WEST BC 981 9386.74 3848.04
## 665 68287 KELOWNA WEST BC 949 7877.63 3310.98
## 666 68288 KAMLOOPS WEST BC 880 4516.81 1888.37
## 667 68295 ABBOTSFORD WEST BC 899 3678.11 1631.25
## 668 69061 GIBSONS WEST BC 1007 6127.6 2530.25
## 669 69820 COQUITLAM WEST BC 1057 4679.46 2027.08
## 670 69830 ABBOTSFORD WEST BC 925 9705.24 4114.48
## 671 69843 COQUITLAM WEST BC 761 4848.31 2096.75
## 672 69849 SURREY WEST BC 963 4181.2 1853.80
## 673 69874 PEACHLAND WEST BC 943 6498.34 2723.73
## 674 69903 VICTORIA WEST BC 593 1337.7 605.21
## 675 69910 ABBOTSFORD WEST BC 854 3528.13 1553.60
## 676 69916 VERNON WEST BC 856 4906.96 2080.46
## 677 69921 VICTORIA WEST BC 958 4808.46 2070.92
## 678 69926 ABBOTSFORD WEST BC 455 1167.45 541.21
## 679 69975 ABBOTSFORD WEST BC 943 3502.71 1523.42
## 680 70007 SURREY WEST BC 822 3845.51 1705.46
## 681 72014 YORKTON WEST SK 885 7204.81 2950.17
## 682 74156 MOOSE JAW WEST SK 829 3418.26 1359.21
## 683 74485 REGINA WEST SK 910 4850.86 1987.58
## 684 74487 REGINA WEST SK 389 751.79 337.98
## 685 74511 SASKATOON WEST SK 406 2362.38 1077.90
## 686 74642 NORTH BATTLEFORD WEST SK 917 14406.18 5888.46
## 687 74977 SASKATOON WEST SK 959 5162.55 2170.44
## 688 77809 NISKU WEST AB 982 9964.61 4034.85
## 689 77817 SHERWOOD PARK WEST AB 611 2055.39 856.67
## 690 77829 CALGARY WEST AB 802 6319.84 2678.66
## 691 77831 EDMONTON WEST AB 916 5816.38 2378.40
## 692 77857 EDMONTON WEST AB 721 3758.83 1483.23
## 693 79696 SASKATOON WEST SK 344 824.1 387.54
## 694 79899 BATTLEFORD WEST SK 779 2846.59 1199.88
## 695 81162 CALGARY WEST AB 690 1823.16 796.29
## 696 84325 JASPER WEST AB 900 5623.57 2212.17
## 697 84374 CALGARY WEST AB 328 769.17 375.00
## 698 84422 EDMONTON WEST AB 666 4537.62 1946.94
## 699 85384 EDMONTON WEST AB 684 2571.31 1145.88
## 700 85415 AIRDRIE WEST AB 832 6650.36 2723.40
## 701 85447 CALGARY WEST AB 859 7241.76 3093.63
## 702 85449 CALGARY WEST AB 495 1929.83 868.37
## 703 85468 CALGARY WEST AB 678 4313.78 1813.44
## 704 85490 CALGARY WEST AB 662 3796.49 1630.70
## 705 85527 CALGARY WEST AB 997 24686.72 9715.83
## 706 85529 CANMORE WEST AB 910 6465.41 2620.50
## 707 85541 MEDICINE HAT WEST AB 848 4407.85 1872.79
## 708 85618 ST. ALBERT WEST AB 948 6568.77 2732.92
## 709 85622 RED DEER WEST AB 1004 8514.52 3494.94
## 710 85646 RED DEER WEST AB 728 4219 1785.27
## 711 85649 HINTON WEST AB 972 12889.77 4936.63
## 712 85948 EDMONTON WEST AB 692 2701.29 1223.31
## 713 85964 EDMONTON WEST AB 946 6685.68 2795.35
## 714 85965 EDMONTON WEST AB 984 9303.59 3906.62
## 715 85986 EDMONTON WEST AB 604 4186.98 1819.48
## 716 87611 LETHBRIDGE WEST AB 831 2039.04 857.31
## 717 87672 CALGARY WEST AB 754 6002.7 2668.96
## 718 89180 SHERWOOD PARK WEST AB 625 3977.68 1709.60
## 719 89323 CALGARY WEST AB 925 6824.46 2943.25
## 720 89449 LETHBRIDGE WEST AB 910 6209.26 2666.08
## 721 89494 EDMONTON WEST AB 989 7203.22 3067.16
## 722 89508 CALGARY WEST AB 882 1903.97 800.27
## 723 91191 RICHMOND WEST BC 336 615.24 304.12
## 724 91192 VANCOUVER WEST BC 340 832.87 420.29
## 725 91193 VICTORIA WEST BC 527 1583.38 715.64
## 726 91200 VICTORIA WEST BC 490 1880.01 878.82
## 727 91203 NORTH VANCOUVER WEST BC 493 1658.69 784.42
## 728 91214 HOPE WEST BC 773 3124.94 1410.33
## 729 91215 VANCOUVER WEST BC 734 2082.79 946.48
## 730 91226 PORT ALBERNI WEST BC 985 6216.88 2540.29
## 731 91227 SURREY WEST BC 910 2541.72 1119.13
## 732 91244 CAMPBELL RIVER WEST BC 860 3366.81 1466.69
## 733 91280 VICTORIA WEST BC 808 2458.16 1117.44
## 734 91298 COURTENAY WEST BC 939 3821.16 1643.88
## 735 91316 WHITE ROCK WEST BC 486 892.82 409.54
## 736 91324 COQUITLAM WEST BC 756 3197.3 1429.52
## 737 91326 VERNON WEST BC 709 3810.5 1614.98
## 738 91329 VICTORIA WEST BC 708 1377.88 617.85
## 739 91340 VANCOUVER WEST BC 861 2552.91 1144.08
## 740 91361 PRINCE GEORGE WEST BC 972 7074.91 2907.37
## 741 91391 NEW WESTMINSTER WEST BC 834 7810.2 3385.25
## 742 91397 COQUITLAM WEST BC 723 1896.82 836.75
## 743 91404 NORTH VANCOUVER WEST BC 841 8143.33 3493.31
## 744 91417 TSAWWASSEN WEST BC 297 593.52 295.19
## 745 91437 RICHMOND WEST BC 826 1574.4 715.48
## 746 91445 RICHMOND WEST BC 810 2098.29 933.44
## 747 91450 NANAIMO WEST BC 529 773.52 370.12
## 748 91685 SORRENTO WEST BC 665 2941.21 1240.13
## 749 91762 VANCOUVER WEST BC 512 1247.6 564.48
## 750 91888 VICTORIA WEST BC 641 1865.07 868.96
## 751 91890 CALGARY WEST AB 742 2883.32 1294.69
## 752 91946 VALEMOUNT WEST BC 1089 15618.66 6275.65
## 753 92110 CAMPBELL RIVER WEST BC 660 2273.07 1017.58
## 754 92523 VANCOUVER WEST BC 322 1277.73 595.90
## 755 92529 PORT MOODY WEST BC 842 3174.81 1388.42
## 756 92557 DELTA WEST BC 797 2333.66 1027.71
## 757 92564 SURREY WEST BC 881 2937.11 1264.23
## 758 92575 VICTORIA WEST BC 822 5197.96 2235.63
## 759 92576 VANCOUVER WEST BC 1015 8486.7 3814.65
## 760 92579 NORTH VANCOUVER WEST BC 948 7210.76 3099.81
## 761 92580 VANCOUVER WEST BC 614 2018.95 939.65
## 762 92583 VANCOUVER WEST BC 614 1940.79 875.77
## 763 92586 VANCOUVER WEST BC 379 608.04 295.62
## 764 92589 PRINCETON WEST BC 904 5182.48 2323.46
## 765 92591 BURNABY WEST BC 872 3954.78 1748.50
## 766 94285 UNKNOWN QUEBEC UNKNOWN 343 1121.61 534.63
## 767 95198 SOOKE WEST BC 707 2910.59 1305.92
## 768 95342 MAPLE RIDGE WEST BC 711 1786.36 789.38
## 769 95849 VANCOUVER WEST BC 444 1497.23 703.52
## 770 97250 WINNIPEG WEST MB 723 2093.18 928.54
## 771 98788 VANCOUVER WEST BC 885 3753.52 1644.13
## cost gross_profit promo_units energy_units regularBars_units gum_units
## 1 590.73 393.97 210.23 72.13 38.63 29.29
## 2 1621.58 1007.74 401.46 192.77 75.04 55.85
## 3 1709.45 1077.27 450.04 240.48 93.73 64.27
## 4 1719.61 1114.88 476.83 194.21 99.44 73.25
## 5 2485.83 1632.53 664.71 199.73 175.48 145.81
## 6 227.36 147.47 79.23 34.23 17.06 11.71
## 7 5069.99 3125.27 1143.33 419.19 271.58 212.42
## 8 1172.38 809.08 300.87 135.87 44.12 117.69
## 9 2995.62 1846.06 657.31 248.42 175.35 111.67
## 10 3315.70 2119.76 868.54 319.12 187.06 156.81
## 11 3528.08 1812.12 735.56 377.44 181.73 150.87
## 12 1603.54 972.43 454.08 228.44 85.85 73.98
## 13 1372.06 989.18 367.48 150.37 95.79 52.13
## 14 1686.44 1024.76 393.96 222.31 89.27 58.98
## 15 1082.18 642.36 318.44 124.37 58.31 38.60
## 16 1768.16 1053.80 428.08 209.79 93.62 55.50
## 17 345.12 220.18 90.40 54.56 24.27 23.38
## 18 3118.37 1956.66 790.52 413.02 155.42 136.19
## 19 288.30 177.15 68.15 38.25 16.73 10.21
## 20 1484.01 830.77 483.96 196.63 102.71 43.69
## 21 857.48 515.18 287.71 129.60 52.40 40.71
## 22 1965.10 1081.58 600.40 156.37 153.90 56.40
## 23 1504.90 863.75 494.10 187.92 101.25 52.02
## 24 2008.04 1202.82 580.10 231.52 113.79 88.56
## 25 1157.46 663.66 410.12 184.77 72.52 66.35
## 26 1009.17 667.71 283.77 86.62 66.87 56.87
## 27 820.63 552.25 202.38 81.00 62.83 50.08
## 28 1184.06 772.44 307.27 139.12 83.56 64.92
## 29 2700.45 1730.32 685.00 326.69 166.12 92.38
## 30 2693.34 1656.94 728.87 283.54 152.02 118.37
## 31 2882.67 1884.04 750.69 343.42 174.29 142.62
## 32 1523.42 955.38 421.38 207.79 75.98 70.37
## 33 1516.95 924.38 416.42 181.33 114.60 64.77
## 34 1415.84 951.78 404.46 205.71 123.29 147.77
## 35 1676.00 1066.16 415.85 184.46 124.94 70.40
## 36 2311.43 1485.91 578.62 280.54 167.96 108.75
## 37 832.84 511.61 302.50 125.96 61.10 36.63
## 38 1534.46 1014.58 358.12 156.52 100.46 72.12
## 39 2180.60 1448.20 518.08 233.00 121.75 99.29
## 40 2579.87 1501.88 748.50 311.62 161.25 101.08
## 41 2109.93 1362.11 542.40 241.29 133.50 102.42
## 42 2577.45 1576.30 615.37 241.65 156.38 101.56
## 43 1704.14 1029.57 457.60 205.06 100.12 70.06
## 44 1901.28 1101.67 571.00 235.08 114.35 77.60
## 45 3889.55 2375.18 897.83 297.02 232.46 96.15
## 46 2369.64 1387.15 663.98 330.63 139.54 82.06
## 47 702.59 441.21 247.65 93.12 63.58 40.02
## 48 2763.15 1702.46 738.52 312.40 194.92 88.58
## 49 2746.36 1675.65 749.38 261.04 187.67 106.27
## 50 893.79 552.13 323.27 88.65 99.02 67.87
## 51 1077.45 673.50 358.15 102.73 100.77 53.06
## 52 2185.83 1252.28 616.46 241.31 133.12 96.04
## 53 2349.28 1466.13 662.13 268.54 145.54 107.50
## 54 522.67 347.60 127.48 80.96 30.19 33.81
## 55 2053.21 1222.16 570.33 223.38 116.73 72.77
## 56 2066.16 1304.75 655.13 199.06 162.21 120.87
## 57 1656.08 1051.02 519.04 201.19 102.73 99.12
## 58 1409.13 933.46 297.88 147.69 84.10 62.79
## 59 1607.61 1021.87 375.15 134.58 93.73 50.98
## 60 1479.77 931.56 469.85 171.94 107.46 79.42
## 61 1221.40 809.37 345.58 135.44 87.04 69.73
## 62 1871.10 1272.51 492.85 197.88 117.33 104.52
## 63 1777.82 1150.93 553.19 170.21 128.29 101.90
## 64 997.74 623.32 295.67 134.06 73.42 57.38
## 65 649.71 423.16 225.96 95.83 61.08 47.83
## 66 2168.92 1295.05 593.58 318.25 111.15 83.23
## 67 1229.05 726.08 445.02 146.44 89.75 64.46
## 68 271.36 157.74 78.00 50.13 11.62 7.02
## 69 1801.93 1204.51 440.33 156.02 121.94 99.62
## 70 1519.51 968.13 426.56 192.08 81.02 69.25
## 71 3142.57 1959.07 790.75 196.62 259.04 122.33
## 72 1521.45 862.04 352.33 114.12 89.25 78.19
## 73 3440.90 2311.37 826.48 326.12 164.37 211.15
## 74 2625.01 1744.23 671.35 253.79 150.81 151.08
## 75 1411.32 941.74 337.90 159.50 95.38 107.40
## 76 1434.81 968.78 377.90 128.77 86.23 87.29
## 77 1691.97 1039.62 506.58 204.83 109.23 92.62
## 78 2104.15 1379.40 549.29 228.92 139.56 119.42
## 79 1566.53 993.59 450.85 180.31 96.87 135.42
## 80 1581.96 1089.72 435.62 186.79 106.23 119.83
## 81 1064.87 632.74 373.29 149.77 86.54 52.06
## 82 304.30 195.40 74.46 38.96 19.62 11.77
## 83 2073.72 1312.62 597.75 234.73 127.62 94.81
## 84 1469.48 963.54 411.17 133.48 97.77 79.56
## 85 1626.02 949.68 425.40 142.06 79.35 56.08
## 86 3092.05 2074.10 732.96 352.19 165.73 162.37
## 87 1843.41 1185.78 510.25 162.23 155.23 115.94
## 88 901.82 563.49 389.27 151.41 104.24 72.98
## 89 939.78 578.94 217.08 81.42 90.67 35.75
## 90 1564.73 962.36 440.27 164.19 118.67 81.38
## 91 1031.13 654.78 330.48 139.77 100.94 74.90
## 92 1738.47 1064.40 410.04 247.56 90.08 69.27
## 93 1793.96 1105.21 448.21 255.63 83.12 122.17
## 94 918.95 598.50 270.60 94.94 62.54 61.94
## 95 1878.54 1160.72 634.50 222.29 145.94 82.85
## 96 2205.25 1370.67 591.13 275.67 117.75 114.50
## 97 1494.04 836.89 506.54 221.33 109.38 70.85
## 98 1492.34 898.95 457.77 171.58 92.60 65.75
## 99 1160.14 724.62 335.90 146.92 85.37 58.25
## 100 2572.95 1619.19 643.90 244.35 141.40 110.25
## 101 1058.49 686.14 309.02 104.00 68.90 53.08
## 102 721.25 433.07 203.90 48.52 57.04 26.04
## 103 1199.10 775.34 268.46 118.17 68.06 42.77
## 104 3393.54 2004.73 982.38 365.90 185.77 104.98
## 105 405.95 255.96 134.88 52.83 41.62 28.10
## 106 1674.21 1073.05 412.48 194.38 102.00 111.85
## 107 1717.85 1072.45 471.37 198.71 128.21 89.25
## 108 2611.65 1550.43 697.37 324.56 152.94 110.77
## 109 1278.75 762.39 380.94 148.69 85.40 60.88
## 110 472.99 305.30 123.00 70.21 20.60 23.83
## 111 1546.95 1049.18 359.42 196.50 73.19 51.92
## 112 2609.01 1728.46 611.17 273.27 123.17 83.77
## 113 2610.60 1596.89 693.71 306.25 177.96 76.65
## 114 2066.55 1406.23 450.46 172.19 96.12 50.06
## 115 2565.22 1661.33 698.98 226.13 125.29 71.12
## 116 1995.27 1331.82 426.35 198.75 98.60 71.48
## 117 1759.72 1186.84 505.37 201.55 96.22 74.41
## 118 1563.99 1004.46 412.63 219.85 103.35 68.29
## 119 1134.23 791.40 283.12 119.67 37.42 29.08
## 120 4780.12 2867.41 1009.96 445.35 231.42 87.56
## 121 1375.59 812.45 455.25 136.83 99.83 59.73
## 122 1846.30 1165.83 584.35 236.98 78.83 71.77
## 123 4450.82 2760.18 942.83 284.52 288.79 99.69
## 124 3959.91 2630.41 744.52 392.46 155.67 127.42
## 125 4184.11 2705.31 1099.96 353.88 195.37 110.71
## 126 3987.11 2342.87 884.25 349.21 181.85 93.60
## 127 1226.96 762.75 364.88 144.69 92.19 45.90
## 128 2306.72 1453.76 734.81 273.25 145.50 66.13
## 129 793.92 556.21 165.75 46.77 59.94 38.06
## 130 1436.26 905.29 367.73 123.90 75.54 52.46
## 131 454.98 290.89 119.38 42.46 26.48 22.75
## 132 2537.86 1484.04 652.77 238.98 113.85 86.52
## 133 1564.74 1013.86 395.23 158.40 87.79 53.73
## 134 3201.91 2089.28 648.54 229.25 125.50 124.50
## 135 6753.83 4814.99 1762.65 520.42 323.04 168.44
## 136 4465.17 2824.60 904.81 314.88 245.06 94.48
## 137 852.88 575.24 263.96 86.62 40.46 36.90
## 138 935.79 649.56 228.58 79.98 45.12 24.73
## 139 3394.49 2198.22 753.08 435.98 180.56 146.60
## 140 3520.92 2260.96 964.87 306.54 159.37 112.50
## 141 5316.43 3069.17 1232.17 446.62 252.25 96.13
## 142 1328.40 875.34 306.90 170.21 64.58 47.65
## 143 2106.21 1246.06 578.67 209.46 138.81 53.73
## 144 1293.95 807.62 320.48 164.71 79.77 47.48
## 145 6414.21 4500.94 1251.58 382.60 356.12 85.60
## 146 1728.31 1016.10 424.02 142.65 97.50 62.58
## 147 621.39 414.13 154.35 64.44 29.48 32.19
## 148 10644.28 7315.88 2091.77 1221.50 384.88 160.88
## 149 789.38 478.70 225.46 69.19 55.12 39.48
## 150 1789.59 1135.67 520.00 193.92 123.17 63.79
## 151 452.57 307.28 103.17 47.79 24.48 22.65
## 152 293.74 175.75 82.00 18.71 22.53 10.12
## 153 915.34 586.86 235.46 95.13 61.75 37.65
## 154 1975.39 1148.61 423.08 264.46 88.46 45.92
## 155 509.89 331.41 146.56 46.73 36.40 30.81
## 156 1009.52 613.02 320.81 110.73 76.25 39.29
## 157 2111.10 1309.99 641.42 225.77 148.50 70.02
## 158 707.80 443.70 190.62 51.40 54.75 33.08
## 159 1718.56 1267.38 460.13 137.87 112.31 36.65
## 160 6879.04 4276.03 1843.15 704.02 302.31 126.77
## 161 2699.10 1735.60 765.94 232.69 165.33 77.88
## 162 870.59 601.81 178.29 63.40 49.31 49.83
## 163 2132.52 1300.45 599.75 201.12 110.46 48.10
## 164 1392.69 838.76 402.42 203.94 87.21 61.00
## 165 2221.85 1309.42 666.96 354.92 118.42 81.65
## 166 1069.82 654.93 352.17 150.10 75.44 51.21
## 167 2636.47 1688.39 703.54 274.50 181.23 102.48
## 168 487.68 310.33 179.92 69.65 46.50 29.88
## 169 305.88 200.42 89.96 39.73 22.21 17.90
## 170 2879.19 2065.93 736.02 276.53 137.18 80.16
## 171 1440.83 973.84 366.06 119.10 94.21 56.48
## 172 732.58 461.94 273.23 112.38 52.67 55.40
## 173 255.58 137.89 125.94 44.04 34.17 16.25
## 174 700.84 415.40 300.25 136.12 53.87 53.23
## 175 353.64 221.79 101.50 54.25 34.10 22.48
## 176 1547.48 933.23 482.44 204.13 107.02 65.19
## 177 173.00 113.98 84.81 20.29 17.15 13.46
## 178 809.44 478.51 264.71 161.15 50.48 36.96
## 179 1015.70 595.19 339.65 164.00 61.31 50.19
## 180 854.82 538.03 266.79 90.21 78.31 37.63
## 181 2437.29 1529.56 821.46 227.54 167.88 86.40
## 182 354.96 269.87 66.40 46.12 33.38 41.35
## 183 720.59 449.22 256.12 90.77 72.46 32.87
## 184 1051.63 660.09 336.72 149.30 65.30 39.28
## 185 2319.13 1554.22 635.27 207.00 150.63 175.52
## 186 187.64 109.55 80.63 14.90 25.79 32.15
## 187 1968.83 1257.99 530.77 255.63 138.48 79.94
## 188 1656.93 1060.87 456.10 190.60 133.31 77.62
## 189 1577.76 1008.20 402.29 163.23 115.87 65.69
## 190 2092.35 1365.65 639.94 280.48 153.88 97.25
## 191 265.21 176.16 108.63 38.15 32.96 14.69
## 192 530.14 371.94 179.52 73.83 52.81 37.15
## 193 218.40 150.85 68.35 33.46 18.21 17.46
## 194 2481.79 1576.95 751.10 333.90 145.63 107.96
## 195 193.44 131.47 73.17 24.63 21.29 25.75
## 196 352.02 239.76 110.75 50.94 30.96 28.38
## 197 1618.50 1070.85 407.02 165.31 105.85 91.12
## 198 757.28 542.59 212.12 123.10 76.58 80.10
## 199 1961.37 1210.07 546.40 161.29 108.37 65.10
## 200 1903.67 1108.61 548.98 221.90 109.08 82.67
## 201 1175.90 715.48 350.79 181.48 118.48 77.04
## 202 2276.85 1229.95 682.69 296.10 110.65 84.87
## 203 828.06 535.65 228.69 101.42 55.79 36.10
## 204 214.91 123.67 100.71 38.52 21.42 15.29
## 205 1980.85 1233.59 574.40 269.15 109.04 80.27
## 206 1678.40 1032.41 470.81 184.13 83.94 61.46
## 207 1245.57 726.32 356.92 202.40 75.79 44.94
## 208 531.01 326.51 214.71 57.75 69.87 33.27
## 209 1696.15 1000.68 565.87 241.65 103.00 64.92
## 210 1377.98 806.49 414.77 171.21 77.21 63.98
## 211 1581.65 869.75 471.81 185.54 102.00 53.42
## 212 981.42 535.54 343.54 128.81 59.92 35.60
## 213 1950.36 1124.49 571.35 218.06 116.52 48.13
## 214 1707.58 1111.28 481.65 242.50 89.65 95.08
## 215 2599.10 1440.06 450.62 412.09 96.72 72.09
## 216 1653.27 982.92 347.50 134.50 99.38 59.94
## 217 2983.46 1874.70 822.92 573.94 144.52 165.42
## 218 1979.36 1228.26 623.08 330.35 124.94 160.56
## 219 1385.12 905.45 373.10 184.38 96.73 79.10
## 220 2165.02 1412.52 615.98 333.94 111.12 132.37
## 221 1393.83 870.63 412.02 298.92 75.37 88.79
## 222 2225.35 1565.26 699.08 335.27 136.13 97.69
## 223 2414.42 1448.87 651.38 489.27 119.31 103.56
## 224 5140.70 3759.57 1146.98 561.13 292.00 183.42
## 225 4505.16 3285.78 991.21 551.62 260.83 178.33
## 226 2653.18 1575.16 662.94 379.27 122.13 123.13
## 227 1199.57 721.79 409.74 138.12 75.32 60.74
## 228 2605.50 1491.28 835.19 306.04 244.00 61.77
## 229 1636.38 1032.46 394.83 154.92 122.38 57.12
## 230 1213.33 753.14 331.48 150.23 88.33 46.46
## 231 1974.87 1127.79 524.15 184.08 144.31 50.13
## 232 1495.20 898.34 342.00 171.17 90.42 33.69
## 233 1427.68 875.73 378.81 148.38 95.65 48.13
## 234 4417.72 2760.09 1277.67 468.85 270.40 136.67
## 235 1969.05 1119.55 558.06 272.90 129.21 55.13
## 236 3111.52 1733.54 843.71 400.42 181.04 80.88
## 237 1630.48 961.13 468.48 173.65 106.12 63.56
## 238 1938.08 1239.31 466.62 226.96 98.69 115.44
## 239 1459.06 931.73 351.94 234.60 91.06 64.37
## 240 3266.43 2291.95 888.96 536.79 144.00 171.33
## 241 2188.78 1338.36 649.60 481.81 103.50 99.71
## 242 2588.02 1707.35 764.27 365.88 147.77 162.94
## 243 2400.09 1400.96 660.92 337.81 123.71 109.63
## 244 2736.09 1905.69 596.49 323.51 156.31 159.96
## 245 3386.81 2096.46 897.94 519.21 178.73 133.38
## 246 2847.96 1804.24 728.17 359.02 160.94 116.17
## 247 342.44 244.54 126.21 48.69 27.75 34.10
## 248 4306.05 3058.10 927.04 386.35 238.75 164.98
## 249 2585.15 1797.74 590.38 299.83 157.15 115.83
## 250 4898.79 3420.77 1245.29 621.33 362.54 163.37
## 251 2214.84 1484.10 573.10 300.73 165.19 186.19
## 252 1008.20 673.53 279.77 149.60 58.75 54.90
## 253 877.91 608.38 227.67 170.39 55.67 57.71
## 254 1556.20 997.94 386.35 244.81 79.85 85.65
## 255 729.39 500.60 197.92 134.27 39.81 49.33
## 256 1549.37 1062.79 387.92 203.52 97.19 93.21
## 257 1677.85 1067.43 474.38 290.65 80.10 97.13
## 258 1652.35 1126.11 423.75 208.52 98.40 94.46
## 259 2125.66 1403.89 456.40 289.15 117.00 102.19
## 260 2799.65 1703.38 775.69 481.67 126.73 157.92
## 261 3961.60 2492.03 984.12 593.81 206.02 175.00
## 262 1319.12 831.61 368.92 231.54 80.21 94.77
## 263 1373.96 868.69 400.00 225.50 98.35 74.56
## 264 1261.32 812.47 318.90 171.35 92.63 75.52
## 265 1227.53 745.20 437.02 237.62 80.42 74.17
## 266 1307.81 846.80 410.37 215.27 94.00 77.19
## 267 1679.11 1146.71 435.77 282.33 114.69 123.29
## 268 3267.76 2137.59 829.67 445.17 187.83 151.40
## 269 2428.77 1634.15 532.04 264.67 130.58 113.19
## 270 1331.17 889.43 378.04 215.92 93.13 63.58
## 271 1612.46 1047.99 417.44 237.88 85.35 91.06
## 272 1843.08 1137.37 536.06 351.33 92.46 106.50
## 273 1711.21 1016.34 559.60 315.92 101.56 88.52
## 274 359.92 245.77 109.17 61.25 36.85 49.52
## 275 2079.59 1251.28 549.46 265.54 117.33 87.38
## 276 2266.72 1488.11 513.50 273.63 128.31 99.00
## 277 453.79 331.11 139.25 61.31 49.83 58.60
## 278 3094.14 2083.48 732.06 389.44 157.50 153.00
## 279 1191.68 767.09 345.51 187.90 68.12 87.53
## 280 943.38 616.83 246.65 142.73 67.00 60.44
## 281 2234.71 1515.05 518.79 330.65 105.81 110.90
## 282 4607.93 2965.09 1315.77 871.37 188.62 168.19
## 283 1417.90 967.37 410.33 250.02 74.52 77.87
## 284 1217.77 758.31 356.08 205.44 63.73 71.83
## 285 2594.40 1519.97 697.06 445.67 102.31 115.23
## 286 2871.31 1783.74 753.33 437.94 132.60 144.27
## 287 2552.55 1535.07 739.21 411.63 140.12 109.54
## 288 2584.91 1575.43 765.00 417.94 123.94 151.96
## 289 2999.13 1763.88 854.25 563.02 140.83 121.60
## 290 1360.77 869.24 372.42 249.44 69.67 68.15
## 291 2020.52 1185.28 747.96 410.73 147.65 133.46
## 292 1817.78 1176.26 529.19 277.90 124.37 113.37
## 293 2130.17 1528.42 784.06 315.60 168.23 219.71
## 294 4288.24 3055.01 1216.75 456.80 271.29 185.73
## 295 1708.14 1069.24 475.40 313.96 101.85 87.08
## 296 3464.92 2179.10 958.67 562.19 156.42 186.06
## 297 3556.41 2162.88 883.92 546.44 152.65 152.42
## 298 3140.30 1872.88 814.02 415.88 155.87 134.94
## 299 4004.49 2475.81 813.83 286.46 201.35 100.17
## 300 3795.51 2518.85 971.87 725.12 160.00 130.17
## 301 544.20 383.27 103.17 78.06 38.77 39.73
## 302 1592.26 968.02 507.19 314.17 85.10 104.17
## 303 1809.87 1170.79 452.62 267.87 105.88 88.56
## 304 1868.81 1080.54 563.21 365.04 84.48 97.85
## 305 3561.14 2193.40 986.90 392.52 253.04 169.71
## 306 3940.69 2439.35 1167.92 776.65 209.83 212.50
## 307 2809.79 1717.79 832.58 497.15 152.17 108.85
## 308 2449.87 1458.94 586.75 291.00 134.31 70.27
## 309 2066.73 1245.72 571.87 384.94 96.52 122.33
## 310 2758.24 1709.18 927.12 516.38 135.58 225.81
## 311 1801.33 1164.35 604.90 327.35 95.27 115.13
## 312 2813.25 1584.36 687.38 268.25 168.31 80.29
## 313 1051.69 606.91 328.27 141.79 79.17 45.02
## 314 2073.66 1414.73 592.90 305.35 110.85 111.25
## 315 910.68 579.82 295.90 199.58 50.23 74.92
## 316 2455.60 1517.91 671.08 370.27 138.40 118.98
## 317 2830.60 1680.46 790.29 228.62 283.08 72.35
## 318 3316.07 2083.61 892.10 439.62 164.19 230.38
## 319 3312.98 2043.24 814.96 469.48 147.37 171.31
## 320 1874.88 1116.18 522.25 214.98 101.33 89.56
## 321 1503.57 925.03 411.81 273.56 74.38 96.42
## 322 1264.09 890.78 326.83 196.79 79.69 62.15
## 323 740.25 436.87 229.82 84.95 73.14 29.36
## 324 1542.82 947.01 481.00 142.38 106.72 61.84
## 325 2330.77 1409.46 659.79 445.42 116.19 136.60
## 326 3609.15 2406.29 1042.73 527.63 245.29 115.65
## 327 2549.85 1708.21 816.54 491.71 102.79 158.77
## 328 1774.36 1018.35 536.52 303.35 91.85 66.17
## 329 3539.31 2255.95 928.77 594.00 196.92 232.92
## 330 1295.32 777.18 425.23 290.60 56.46 85.21
## 331 2874.30 1923.61 715.38 444.73 142.69 169.85
## 332 5165.91 3444.90 1398.79 968.50 220.85 197.08
## 333 2297.41 1418.98 791.77 258.87 150.83 89.31
## 334 3256.20 2273.80 845.90 470.51 184.00 142.24
## 335 4049.45 2605.09 1002.83 548.63 198.65 318.69
## 336 2381.49 1469.55 742.50 479.02 124.00 146.54
## 337 2202.94 1414.88 601.92 345.10 127.02 132.23
## 338 3045.51 2056.45 945.85 599.73 148.37 161.77
## 339 4462.85 3107.52 1174.92 565.44 207.42 215.23
## 340 3401.82 2133.27 881.81 426.31 189.23 176.71
## 341 2761.70 1742.16 792.02 522.98 96.62 111.77
## 342 1034.80 647.71 336.27 164.12 62.29 55.04
## 343 1020.81 661.85 254.04 150.15 78.13 60.96
## 344 3373.79 2134.27 805.79 547.10 163.06 150.40
## 345 2169.39 1357.36 618.06 351.75 110.46 137.31
## 346 1768.70 1116.26 494.77 308.64 70.86 110.98
## 347 4502.33 2713.17 1113.81 423.00 261.94 133.77
## 348 3139.70 2047.79 905.79 420.88 181.54 90.90
## 349 2732.74 1616.11 826.46 490.15 153.58 146.12
## 350 2090.72 1343.53 525.92 289.25 174.10 68.71
## 351 2575.85 1675.15 616.15 378.15 154.44 92.63
## 352 1423.29 918.11 406.48 194.98 90.27 82.75
## 353 2109.64 1330.76 641.23 293.96 165.00 89.67
## 354 2392.69 1672.26 609.67 222.67 184.71 110.46
## 355 3901.57 2238.84 1229.04 688.17 208.58 180.54
## 356 2375.62 1452.69 658.85 347.77 136.40 124.17
## 357 2456.23 1471.96 765.29 307.23 172.90 155.77
## 358 2126.56 1424.15 587.60 253.85 133.44 118.04
## 359 649.05 479.11 162.21 77.04 55.96 47.17
## 360 2144.37 1341.11 562.92 283.94 156.13 109.77
## 361 1104.73 629.51 364.25 141.19 65.37 53.58
## 362 1525.76 862.52 457.50 228.42 73.00 66.98
## 363 1718.55 1109.82 465.13 166.42 86.71 67.56
## 364 1342.19 767.87 461.44 161.15 117.44 56.21
## 365 1053.98 658.66 375.37 149.50 81.56 64.79
## 366 2014.13 1277.04 555.35 275.42 114.17 97.63
## 367 1363.96 867.29 323.35 175.25 79.23 63.00
## 368 1707.89 1125.33 522.75 141.42 134.19 79.38
## 369 879.44 526.19 278.46 116.46 49.79 44.50
## 370 1142.11 700.92 378.75 151.29 79.15 62.23
## 371 655.66 420.60 203.54 86.42 61.73 46.65
## 372 523.87 302.10 210.15 80.37 41.54 36.13
## 373 2808.03 1716.08 758.10 326.73 151.04 119.87
## 374 1857.05 1102.23 572.29 303.54 88.21 86.79
## 375 803.73 504.78 254.00 130.19 58.77 49.38
## 376 1191.64 749.22 336.15 186.08 63.52 58.87
## 377 2326.34 1353.88 725.98 319.69 132.13 105.83
## 378 494.50 325.85 135.96 88.19 36.71 36.87
## 379 427.21 293.25 143.10 52.94 46.48 41.37
## 380 1400.17 876.28 361.31 174.92 88.02 66.83
## 381 539.36 339.66 191.44 65.00 54.87 43.54
## 382 2082.17 1377.30 657.44 191.31 172.06 144.00
## 383 602.24 412.37 165.08 81.65 43.63 51.65
## 384 2003.02 1277.66 482.12 286.73 90.31 83.85
## 385 337.69 211.39 133.19 51.87 51.54 30.08
## 386 1603.49 1011.72 398.00 158.88 106.19 67.40
## 387 627.80 382.87 162.90 82.48 31.60 28.77
## 388 1773.75 1150.47 466.58 215.02 112.81 70.13
## 389 2069.25 1355.39 598.46 298.00 138.60 128.96
## 390 2223.54 1382.89 623.37 249.02 172.87 113.12
## 391 1964.34 1277.81 543.25 236.31 150.73 102.96
## 392 1012.96 590.85 313.52 132.96 69.29 45.04
## 393 2063.27 1363.31 561.13 213.33 131.58 164.92
## 394 896.51 538.80 303.04 104.12 58.37 69.00
## 395 1366.10 870.50 368.02 154.96 93.65 66.85
## 396 395.33 261.84 136.02 47.69 41.04 27.65
## 397 1174.62 771.91 335.77 108.23 80.33 60.38
## 398 1546.65 945.28 468.23 170.63 132.19 69.81
## 399 1734.51 1130.97 435.02 156.69 124.37 87.27
## 400 1987.42 1190.90 580.63 238.92 165.92 105.65
## 401 2032.94 1276.99 547.13 247.00 158.04 105.92
## 402 989.51 600.46 237.08 106.94 69.29 49.56
## 403 1733.59 1120.01 418.63 146.13 129.65 72.56
## 404 1619.30 1060.08 485.92 204.96 102.71 65.29
## 405 2216.92 1430.59 569.58 287.52 155.35 74.42
## 406 2211.04 1341.40 556.23 264.85 119.12 70.33
## 407 2772.68 1791.79 650.77 267.81 179.83 110.35
## 408 926.26 555.10 279.81 113.79 47.25 60.37
## 409 2578.38 1555.71 784.17 408.02 108.98 114.02
## 410 2263.65 1427.58 642.44 296.02 166.13 134.65
## 411 1732.92 1020.40 460.69 252.19 89.15 69.85
## 412 2210.78 1324.31 642.10 309.06 138.42 97.60
## 413 1425.12 899.00 353.60 169.69 94.29 66.15
## 414 1730.56 1137.80 399.19 202.81 105.87 97.04
## 415 2237.27 1391.22 619.12 262.52 148.17 88.35
## 416 1814.18 1198.42 442.10 184.75 122.98 115.54
## 417 1672.72 1032.45 479.04 195.27 148.31 107.77
## 418 2453.04 1414.34 683.21 392.52 127.19 102.40
## 419 2568.21 1605.11 678.79 275.27 159.44 99.00
## 420 2869.40 1765.33 842.94 296.56 146.92 98.38
## 421 2989.69 1825.41 774.33 453.12 164.19 135.81
## 422 1597.16 1031.22 430.06 207.54 80.58 76.50
## 423 1701.05 1077.56 453.17 169.79 124.50 83.85
## 424 2232.06 1293.56 633.13 275.88 107.56 63.12
## 425 2523.14 1668.99 571.69 248.71 133.90 118.75
## 426 3563.38 2263.09 870.33 489.60 194.13 120.65
## 427 1246.92 808.28 328.29 120.79 94.58 69.27
## 428 3579.09 2260.77 882.98 284.35 262.88 131.40
## 429 2557.37 1595.52 707.48 321.63 161.56 104.15
## 430 2777.53 1763.12 732.21 310.94 176.27 138.77
## 431 512.57 331.98 157.67 58.31 39.62 38.67
## 432 1372.03 828.36 276.22 153.33 69.17 66.44
## 433 3217.60 2046.92 837.02 382.40 177.79 133.75
## 434 2221.94 1308.48 582.60 300.71 109.58 91.54
## 435 1548.02 1056.91 371.58 157.02 77.21 108.98
## 436 2877.32 1792.98 684.81 402.27 162.10 111.88
## 437 2074.07 1291.28 532.77 177.85 132.92 89.77
## 438 2851.29 1873.85 667.96 303.96 170.96 109.98
## 439 3736.37 2299.19 658.33 264.96 216.56 104.58
## 440 1381.90 879.01 380.10 187.06 81.04 45.33
## 441 3460.75 2183.96 797.79 357.85 208.96 127.81
## 442 6080.34 3971.38 1664.83 616.15 374.56 199.48
## 443 1866.06 1169.39 561.87 183.19 149.65 93.46
## 444 2396.90 1507.45 492.65 233.96 121.42 105.02
## 445 693.25 469.89 174.21 69.73 54.08 36.52
## 446 822.19 489.88 220.25 110.21 53.88 40.00
## 447 346.21 232.68 102.23 38.25 37.83 15.02
## 448 2709.02 1719.29 613.27 331.48 170.40 99.85
## 449 3647.25 2318.68 654.21 269.40 198.88 113.46
## 450 1459.62 946.80 352.38 156.44 89.19 52.12
## 451 273.43 189.18 54.25 26.33 13.42 15.42
## 452 438.89 294.15 119.10 54.04 27.92 39.37
## 453 3140.33 2095.75 822.31 275.46 153.58 96.50
## 454 1433.03 950.16 352.48 169.27 60.54 65.67
## 455 439.56 276.00 183.23 63.02 36.71 32.38
## 456 2007.61 1222.89 433.48 167.56 83.10 59.85
## 457 1730.86 1177.09 413.90 188.60 114.44 91.85
## 458 9840.73 6425.77 2157.38 862.62 464.48 217.46
## 459 1945.95 1138.06 525.25 222.23 113.48 66.44
## 460 5171.07 3170.45 984.69 510.75 180.83 125.52
## 461 4033.08 2516.60 817.94 459.44 172.54 90.13
## 462 1604.92 1086.48 467.84 143.37 77.39 52.16
## 463 7823.15 5236.38 1795.42 956.90 336.04 130.25
## 464 2486.13 1580.50 695.67 210.21 147.13 54.33
## 465 3521.60 2175.77 823.75 312.65 158.63 80.60
## 466 3901.19 2401.69 674.58 395.40 144.56 97.56
## 467 4071.06 2492.04 1175.17 295.19 253.63 75.04
## 468 6372.54 4333.97 1653.19 693.56 271.21 165.23
## 469 460.05 314.49 117.50 30.75 23.10 19.25
## 470 4851.15 3141.17 1367.63 821.87 180.75 136.33
## 471 3440.99 2122.96 948.23 310.75 222.19 115.73
## 472 3910.41 2366.29 1166.00 362.63 245.94 114.39
## 473 2346.32 1508.31 553.81 259.33 127.62 81.29
## 474 4467.40 2747.29 955.25 537.96 182.60 148.10
## 475 1881.51 1226.71 449.38 234.52 120.77 101.71
## 476 1667.38 1094.40 432.31 205.42 76.96 68.21
## 477 2556.34 1581.92 708.94 314.75 150.96 111.77
## 478 6151.06 3885.93 1260.96 692.02 200.33 155.73
## 479 1268.21 767.83 344.54 122.96 88.46 53.56
## 480 928.00 688.52 25.46 85.02 38.10 23.92
## 481 3506.87 2233.82 763.73 436.65 140.81 93.58
## 482 2965.43 1888.73 779.60 367.21 143.98 76.94
## 483 2896.61 1687.64 833.00 291.33 169.58 111.31
## 484 4094.51 2636.06 844.50 461.88 186.88 116.75
## 485 3498.42 2199.78 970.37 344.73 226.42 119.33
## 486 10991.09 7310.31 2258.13 1229.73 491.63 211.71
## 487 4465.54 2770.00 862.92 384.56 243.04 126.17
## 488 3001.18 1937.51 650.42 302.27 119.92 76.92
## 489 2040.88 1292.91 479.37 242.04 116.98 75.15
## 490 3896.33 2407.48 872.83 605.38 142.52 103.56
## 491 4663.54 2978.22 1074.56 456.44 252.79 164.63
## 492 3047.65 1953.53 778.38 412.83 136.56 108.48
## 493 3177.15 1962.73 830.75 432.63 107.83 90.56
## 494 2464.19 1564.25 566.81 269.38 120.12 68.65
## 495 1883.17 1417.22 48.33 206.94 64.52 31.29
## 496 10663.45 7403.98 2109.54 883.33 487.48 241.52
## 497 2240.60 1422.04 472.31 184.19 125.21 81.15
## 498 4885.33 3074.89 1062.69 546.73 186.52 123.98
## 499 2961.76 1933.35 532.90 363.75 101.63 86.12
## 500 12926.21 8346.39 3116.50 1576.27 580.94 205.50
## 501 4896.94 2986.20 1172.52 449.90 182.60 121.85
## 502 7257.39 4569.88 1525.83 828.85 379.42 188.37
## 503 6204.84 4113.01 1353.02 754.63 285.75 134.58
## 504 6043.82 4136.15 1410.23 574.81 268.69 121.60
## 505 6479.03 4093.90 1410.12 898.62 285.17 150.98
## 506 1762.05 1010.40 353.50 156.00 51.75 37.75
## 507 1643.88 966.93 558.65 218.52 137.52 64.63
## 508 780.27 509.50 241.96 83.40 64.54 26.33
## 509 1213.08 770.65 349.40 172.17 79.38 60.31
## 510 3365.34 2270.29 825.82 329.61 240.22 103.04
## 511 308.61 197.69 95.90 59.00 14.56 19.83
## 512 3124.16 1834.19 907.98 333.79 182.40 103.19
## 513 1304.32 837.12 411.03 171.08 92.46 50.95
## 514 2081.48 1166.04 654.62 368.67 114.90 91.46
## 515 372.68 218.46 149.31 58.94 25.58 31.35
## 516 1419.49 771.56 473.77 226.33 89.88 53.88
## 517 362.43 245.65 89.04 39.63 28.29 24.79
## 518 1361.34 792.50 415.88 180.54 95.02 66.50
## 519 465.41 257.13 134.00 72.37 27.00 19.42
## 520 1494.15 908.18 391.58 200.44 80.33 66.58
## 521 2334.80 1426.00 597.54 290.62 126.67 93.19
## 522 810.38 560.39 218.02 114.63 51.33 59.56
## 523 835.87 535.54 261.08 93.62 68.42 34.23
## 524 2024.99 1267.35 659.15 293.10 145.46 90.46
## 525 1599.40 1096.77 400.44 171.10 119.25 97.35
## 526 533.07 321.10 235.56 76.19 59.42 70.02
## 527 41.12 36.36 17.50 4.10 5.10 1.88
## 528 3301.06 2126.40 838.69 430.06 183.83 153.69
## 529 1051.86 643.10 311.13 161.21 56.13 40.27
## 530 2248.41 1551.14 601.37 276.63 136.77 89.85
## 531 1266.74 797.34 459.12 136.73 109.27 60.44
## 532 1744.73 988.26 521.56 186.21 105.63 62.52
## 533 1526.48 886.84 430.00 198.17 104.63 65.37
## 534 654.89 412.04 226.00 87.35 46.48 42.08
## 535 2129.24 1447.31 428.67 150.25 103.23 46.44
## 536 1365.41 840.02 301.17 160.13 76.33 52.62
## 537 702.15 430.93 224.94 102.54 49.75 42.17
## 538 1876.53 1166.98 479.31 201.54 103.40 75.71
## 539 1734.83 1129.18 413.77 198.83 115.73 113.15
## 540 1820.52 1059.34 505.79 233.42 91.17 65.44
## 541 1223.33 709.69 308.46 136.00 57.67 45.63
## 542 565.22 352.06 188.13 89.46 52.15 39.21
## 543 676.22 434.80 212.08 95.56 43.15 42.46
## 544 1393.14 821.39 415.96 172.10 113.58 78.17
## 545 1346.97 831.61 369.83 214.19 73.71 50.62
## 546 2883.78 1781.14 765.83 397.90 181.38 135.10
## 547 1392.27 841.62 415.65 167.12 111.42 69.62
## 548 1980.30 1245.83 512.35 194.79 156.27 90.40
## 549 2024.17 1332.36 577.58 213.17 95.79 189.81
## 550 2439.24 1585.57 726.25 353.92 171.04 118.94
## 551 1235.10 796.02 293.73 88.77 77.98 51.33
## 552 1832.68 1226.09 538.85 225.35 108.17 87.27
## 553 4206.43 2582.90 1075.13 265.83 261.81 133.44
## 554 1862.17 1143.23 518.77 166.56 126.17 66.44
## 555 4490.41 2890.02 965.87 358.13 219.96 183.13
## 556 2197.30 1403.21 540.00 211.13 148.92 109.00
## 557 556.54 360.92 172.29 63.56 45.10 55.29
## 558 1817.54 1169.66 517.50 159.29 122.04 124.13
## 559 554.65 396.36 155.38 58.94 53.65 60.21
## 560 357.59 253.89 102.37 35.85 36.02 17.27
## 561 2572.60 1641.17 583.33 216.67 174.12 111.65
## 562 1486.46 886.92 499.33 157.37 108.04 128.19
## 563 557.35 395.29 145.35 56.54 53.88 30.87
## 564 895.06 601.13 278.56 115.58 65.23 60.65
## 565 1996.62 1270.16 591.92 250.73 147.42 122.08
## 566 1857.17 1210.20 525.54 188.87 112.00 102.67
## 567 1375.01 897.68 371.54 153.33 81.56 84.98
## 568 1917.86 1182.66 576.62 181.56 136.40 79.10
## 569 2330.52 1411.23 640.54 211.46 197.00 104.42
## 570 3507.57 2195.55 891.92 377.77 169.21 123.77
## 571 854.61 549.70 241.94 108.04 74.73 53.56
## 572 4074.02 2451.16 1016.40 330.44 253.27 149.65
## 573 2145.54 1289.46 557.75 248.63 110.54 107.19
## 574 2054.88 1326.04 559.54 233.10 126.42 126.17
## 575 2037.99 1393.85 468.19 251.38 166.00 103.81
## 576 3194.64 2125.35 900.81 354.71 222.67 92.44
## 577 3071.39 1981.33 841.75 355.19 157.46 99.54
## 578 1440.36 915.32 430.96 215.62 81.71 81.88
## 579 648.67 398.34 199.81 135.96 20.81 26.19
## 580 1593.11 927.40 499.23 184.96 110.33 69.69
## 581 726.14 445.80 219.81 104.71 49.77 31.46
## 582 1261.47 797.20 441.06 230.67 68.00 105.85
## 583 653.17 420.61 164.46 91.65 43.81 40.73
## 584 461.63 295.64 154.90 56.73 44.90 31.56
## 585 1842.30 1168.55 516.73 159.21 118.94 47.85
## 586 4221.96 2904.37 1044.12 388.54 194.33 105.65
## 587 3749.03 2523.54 907.48 239.04 240.13 100.69
## 588 1145.58 689.27 269.38 130.71 53.67 32.81
## 589 2932.44 1937.60 837.12 266.35 167.67 79.06
## 590 1581.82 994.27 399.96 169.17 71.90 76.67
## 591 2033.85 1304.27 545.83 294.13 112.58 72.63
## 592 709.06 443.93 181.48 74.42 35.75 28.62
## 593 2512.04 1513.77 604.77 266.10 122.25 82.58
## 594 1137.19 691.71 328.54 132.88 63.54 52.56
## 595 1711.25 1084.55 417.63 166.35 77.00 44.17
## 596 1425.48 874.32 344.35 149.63 68.35 61.60
## 597 1740.85 1043.10 391.73 164.06 82.15 78.42
## 598 1737.07 1015.16 431.52 176.00 80.94 53.06
## 599 1611.00 984.79 366.54 168.02 79.19 64.38
## 600 2290.21 1395.46 639.65 320.69 142.12 71.52
## 601 2561.03 1527.53 699.31 332.23 137.02 90.17
## 602 1435.72 866.58 402.81 180.27 80.79 52.96
## 603 1646.12 1053.74 454.19 217.96 97.54 90.10
## 604 1562.04 1057.41 399.12 161.08 100.56 73.33
## 605 3650.57 2161.97 1075.06 430.15 250.12 123.42
## 606 1061.92 689.31 274.85 128.13 60.40 45.62
## 607 1838.68 1159.34 460.48 220.65 123.67 77.25
## 608 1793.59 1091.16 512.25 192.27 139.69 77.73
## 609 1546.88 977.89 398.83 178.38 96.79 68.62
## 610 3745.09 2211.55 983.15 549.37 163.58 126.81
## 611 2887.15 1862.15 790.62 310.10 222.79 135.87
## 612 2003.64 1221.03 490.40 258.98 111.37 66.38
## 613 2284.53 1579.57 646.58 259.83 126.71 80.69
## 614 2665.89 1562.38 782.29 369.63 106.38 97.83
## 615 3049.51 1734.55 931.62 430.69 160.29 103.79
## 616 1057.10 697.64 280.23 112.19 85.87 38.85
## 617 1883.06 1140.07 569.56 225.35 130.38 92.27
## 618 5379.56 3249.73 1508.08 748.38 296.25 202.87
## 619 2233.19 1389.94 632.65 299.98 138.15 103.98
## 620 2036.53 1313.55 570.92 174.12 150.58 133.87
## 621 2091.14 1311.64 570.02 244.19 137.40 83.17
## 622 1841.65 1038.88 768.87 256.77 270.71 121.87
## 623 1976.00 1189.65 546.96 301.46 100.75 76.33
## 624 2522.40 1571.09 762.60 265.52 180.88 155.73
## 625 2491.54 1545.49 777.29 333.42 147.77 112.69
## 626 1678.97 1087.30 444.23 146.29 118.81 77.81
## 627 2705.60 1605.41 759.69 417.50 165.75 89.52
## 628 1786.08 1117.87 494.02 211.54 108.73 92.15
## 629 1191.98 711.84 408.12 207.73 64.13 71.67
## 630 1269.68 726.03 400.87 199.44 78.06 45.42
## 631 1405.56 871.43 427.94 142.63 106.98 52.42
## 632 1895.96 1128.66 490.83 259.46 101.42 63.33
## 633 2055.49 1281.72 580.67 281.08 131.54 78.81
## 634 2173.91 1413.22 626.23 290.23 136.08 143.75
## 635 1319.07 746.13 452.65 157.46 88.88 57.02
## 636 937.18 548.70 279.02 159.56 55.08 39.90
## 637 2152.53 1242.31 669.02 360.06 125.23 77.92
## 638 2385.80 1386.72 761.44 440.56 139.85 78.44
## 639 2669.93 1786.30 809.81 312.15 182.21 94.40
## 640 1448.66 920.84 416.44 200.88 79.81 65.00
## 641 3193.21 1965.87 913.81 485.12 223.96 153.56
## 642 1950.85 1126.37 601.87 208.98 122.40 76.58
## 643 2686.19 1578.28 721.92 365.92 143.92 107.23
## 644 1355.20 969.77 445.13 178.88 127.98 77.42
## 645 1931.85 1222.24 533.50 208.98 133.08 116.00
## 646 851.16 574.30 249.38 96.87 48.52 38.12
## 647 628.51 433.18 174.10 80.29 50.71 33.56
## 648 1080.01 735.31 287.13 109.29 78.10 84.04
## 649 1146.23 729.16 312.38 158.83 65.81 64.13
## 650 398.66 239.22 125.40 62.19 17.81 17.56
## 651 630.37 435.31 147.04 69.35 42.79 24.50
## 652 2678.42 1703.74 912.92 423.96 153.29 85.35
## 653 2695.69 1710.32 786.94 290.56 144.77 91.67
## 654 1542.33 977.53 481.73 181.27 104.40 67.56
## 655 1132.37 725.81 269.52 96.54 73.96 48.79
## 656 575.96 401.19 135.27 41.25 50.15 33.15
## 657 356.81 216.45 131.77 50.98 34.88 26.98
## 658 2751.75 1677.21 859.35 274.52 147.58 65.87
## 659 4001.05 3000.10 906.10 259.67 283.12 183.73
## 660 10652.33 7517.53 2491.17 933.96 467.31 240.75
## 661 1392.03 915.50 409.37 183.27 77.67 61.12
## 662 1469.01 999.40 425.73 114.65 93.25 38.25
## 663 1228.96 813.93 378.13 166.81 65.52 59.60
## 664 5637.58 3749.16 1562.63 352.98 282.21 125.40
## 665 4774.44 3103.20 1277.13 478.21 175.42 143.33
## 666 2732.32 1784.49 719.58 297.46 120.40 76.56
## 667 2248.70 1429.41 692.02 207.63 193.81 70.83
## 668 3720.10 2407.51 896.40 251.00 228.81 96.06
## 669 2892.79 1786.67 651.12 255.17 161.77 79.96
## 670 5884.91 3820.33 1791.10 601.00 245.96 166.04
## 671 2999.49 1848.82 712.98 342.65 144.65 76.73
## 672 2540.20 1641.00 720.20 243.22 163.41 83.25
## 673 3858.05 2640.29 934.21 306.83 156.48 89.06
## 674 814.99 522.70 196.19 86.04 43.79 37.37
## 675 2126.76 1401.37 599.33 194.88 144.65 61.83
## 676 2999.50 1907.46 826.60 256.38 162.40 56.92
## 677 3001.08 1807.38 780.04 313.58 140.75 104.77
## 678 711.06 456.39 255.15 80.44 53.27 36.08
## 679 2102.39 1400.32 587.37 190.62 139.88 79.35
## 680 2403.61 1441.90 671.81 327.67 135.79 77.81
## 681 4308.40 2896.41 945.63 387.77 168.52 78.81
## 682 2036.00 1382.26 315.88 122.19 91.96 40.37
## 683 2972.07 1878.79 559.60 308.58 126.29 79.37
## 684 435.29 316.51 88.67 38.17 28.00 25.85
## 685 1477.68 884.70 457.94 171.48 71.71 77.17
## 686 8566.70 5839.48 1620.35 599.52 478.67 156.06
## 687 3219.76 1942.78 762.40 332.98 136.73 116.37
## 688 6114.22 3850.39 1249.54 750.94 300.87 139.60
## 689 1291.68 763.71 254.67 155.83 33.17 32.17
## 690 3929.99 2389.85 889.07 425.45 154.38 71.17
## 691 3617.65 2198.73 809.37 499.75 161.56 83.50
## 692 2405.21 1353.63 484.85 325.69 54.69 56.46
## 693 512.96 311.14 165.06 65.85 26.96 35.46
## 694 1701.04 1145.54 383.21 142.21 113.71 53.88
## 695 1114.39 708.77 292.52 139.92 66.40 43.31
## 696 3258.27 2365.31 687.54 233.58 165.96 59.04
## 697 462.20 306.97 164.25 64.13 46.33 32.31
## 698 2760.86 1776.76 615.00 274.13 146.25 97.02
## 699 1574.15 997.16 407.52 113.23 98.04 53.04
## 700 4025.58 2624.78 1049.19 491.13 202.42 119.79
## 701 4431.88 2809.87 1241.75 418.71 189.96 143.15
## 702 1160.08 769.76 287.65 132.04 92.48 64.71
## 703 2663.68 1650.10 621.50 256.60 119.46 94.06
## 704 2314.09 1482.40 518.65 241.00 73.90 77.50
## 705 14228.89 10457.82 2980.79 872.33 681.56 308.27
## 706 3661.90 2803.51 810.58 333.15 198.29 90.25
## 707 2677.42 1730.42 773.58 213.37 140.62 51.77
## 708 4058.55 2510.23 873.29 457.69 169.33 110.73
## 709 5296.94 3217.58 1161.77 512.13 241.08 122.50
## 710 2441.03 1777.97 554.67 178.58 159.94 64.04
## 711 7513.47 5376.30 1512.94 707.81 316.33 131.15
## 712 1658.07 1043.21 456.31 203.62 118.75 75.75
## 713 4152.12 2533.56 810.79 378.58 153.56 99.00
## 714 5810.35 3493.24 1271.98 508.15 261.02 118.54
## 715 2532.03 1654.95 527.94 255.27 145.52 90.98
## 716 1229.20 809.84 330.43 134.39 53.12 37.06
## 717 3734.16 2268.54 1122.40 431.19 194.71 191.50
## 718 2465.12 1512.56 640.69 315.04 141.50 108.94
## 719 4186.57 2637.89 923.00 342.77 228.21 112.62
## 720 3921.52 2287.73 870.60 312.56 248.60 107.02
## 721 4435.85 2767.37 884.51 366.57 219.31 108.02
## 722 1166.68 737.29 269.83 131.33 60.52 35.10
## 723 371.31 243.92 116.60 37.73 30.15 19.69
## 724 499.22 333.65 151.88 44.63 36.10 27.35
## 725 981.14 602.24 270.38 101.72 44.02 31.23
## 726 1168.51 711.50 306.22 107.35 74.10 48.24
## 727 981.66 677.03 240.48 93.83 63.31 53.96
## 728 1854.07 1270.87 610.29 123.71 135.60 51.92
## 729 1249.74 833.06 308.52 105.44 72.62 46.87
## 730 3762.04 2454.84 782.60 235.33 175.29 85.50
## 731 1563.37 978.35 467.63 176.69 108.94 60.69
## 732 2109.43 1257.37 461.44 229.19 106.71 62.37
## 733 1499.78 958.38 346.31 137.29 94.67 62.19
## 734 2400.42 1420.75 579.85 213.88 132.44 62.25
## 735 539.06 353.76 156.83 77.19 33.75 24.31
## 736 1948.96 1248.35 509.79 224.98 98.92 57.87
## 737 2254.93 1555.57 628.98 275.65 118.54 76.69
## 738 839.45 538.43 190.04 89.35 52.75 39.37
## 739 1521.09 1031.82 341.63 127.77 99.13 55.67
## 740 4389.58 2685.33 1142.44 490.46 203.19 120.52
## 741 4681.69 3128.51 1237.73 550.69 273.62 145.65
## 742 1148.81 748.01 273.08 117.83 64.96 43.31
## 743 5001.97 3141.36 1020.83 343.94 209.88 111.79
## 744 368.81 224.71 137.63 47.31 20.87 24.23
## 745 961.67 612.73 260.62 87.52 60.19 43.50
## 746 1283.22 815.07 342.27 108.88 77.21 40.62
## 747 481.93 291.59 165.54 49.88 31.13 19.06
## 748 1764.38 1176.83 485.65 198.15 77.73 48.69
## 749 735.95 511.65 156.71 77.69 35.63 42.56
## 750 1148.01 717.06 342.67 126.08 56.83 64.71
## 751 1786.96 1096.36 517.54 214.25 144.96 79.27
## 752 9200.99 6417.67 2270.00 637.02 548.40 150.35
## 753 1405.32 867.75 326.63 152.12 62.50 57.06
## 754 777.44 500.30 183.63 62.96 55.96 35.15
## 755 1931.95 1242.86 480.58 216.12 82.27 66.06
## 756 1413.65 920.01 407.77 134.63 107.50 52.96
## 757 1771.70 1165.40 483.44 193.96 84.40 72.19
## 758 3093.26 2104.70 746.08 266.77 179.00 94.56
## 759 5140.91 3345.79 1226.87 347.75 356.60 159.81
## 760 4439.82 2770.94 893.04 422.73 199.79 101.37
## 761 1224.43 794.52 358.67 116.04 88.87 51.44
## 762 1167.63 773.17 272.02 105.54 70.56 51.25
## 763 361.08 246.96 110.25 33.27 27.42 21.75
## 764 3180.24 2002.24 1088.19 313.00 209.67 75.35
## 765 2426.27 1528.51 617.29 324.25 121.67 84.77
## 766 678.85 442.75 168.93 90.44 43.00 40.19
## 767 1777.54 1133.05 401.46 151.17 122.63 51.46
## 768 1088.62 697.74 352.19 130.87 70.83 46.50
## 769 902.25 594.97 256.42 81.98 66.71 29.29
## 770 1325.07 768.11 438.96 113.96 72.38 38.17
## 771 2245.66 1507.87 451.71 207.17 118.27 86.92
## bagpegCandy_units isotonics_units singleServePotato_units
## 1 13.38 20.69 18.60
## 2 42.15 87.62 36.44
## 3 29.85 105.65 47.96
## 4 54.15 118.19 39.67
## 5 68.06 109.35 85.71
## 6 3.73 9.29 8.48
## 7 153.90 166.37 130.79
## 8 19.37 28.46 26.21
## 9 81.54 124.23 94.52
## 10 73.87 142.29 116.60
## 11 67.40 141.37 88.79
## 12 34.40 92.94 29.13
## 13 29.90 79.02 50.96
## 14 39.02 79.23 27.15
## 15 29.60 63.44 20.46
## 16 38.10 71.96 46.04
## 17 3.35 14.48 11.90
## 18 81.56 149.44 61.50
## 19 3.38 18.96 4.75
## 20 32.13 73.85 24.08
## 21 12.58 56.69 19.92
## 22 65.10 81.92 39.38
## 23 31.69 93.75 30.06
## 24 61.75 131.85 43.83
## 25 16.46 64.02 19.58
## 26 23.79 49.50 22.92
## 27 10.56 29.71 23.23
## 28 26.75 76.62 21.38
## 29 58.10 141.12 61.62
## 30 79.48 137.92 63.62
## 31 65.60 131.08 86.58
## 32 41.13 83.85 34.21
## 33 32.27 49.23 33.10
## 34 27.42 49.35 60.29
## 35 42.54 75.33 29.62
## 36 42.77 93.10 49.37
## 37 17.13 46.12 31.17
## 38 44.54 69.10 34.85
## 39 38.87 109.54 73.10
## 40 76.90 111.56 47.38
## 41 47.73 93.90 49.60
## 42 69.10 132.87 64.83
## 43 45.87 75.33 33.63
## 44 45.25 95.60 50.25
## 45 141.12 188.00 97.33
## 46 54.69 109.92 49.38
## 47 7.15 27.13 25.94
## 48 62.21 151.92 64.77
## 49 83.35 119.62 55.06
## 50 16.37 32.25 25.42
## 51 29.23 43.92 19.60
## 52 67.17 96.31 45.83
## 53 67.88 121.81 60.85
## 54 8.50 29.15 23.10
## 55 57.83 89.15 52.13
## 56 47.69 77.50 62.12
## 57 25.37 85.04 37.12
## 58 36.12 71.02 29.37
## 59 55.27 76.29 49.15
## 60 32.40 68.71 35.27
## 61 31.21 60.48 34.67
## 62 26.00 85.58 54.90
## 63 47.44 80.48 53.75
## 64 21.98 47.88 24.29
## 65 11.13 31.13 16.90
## 66 47.13 109.15 37.79
## 67 21.83 72.06 23.31
## 68 3.08 16.75 7.37
## 69 52.15 93.00 36.29
## 70 37.98 68.65 31.94
## 71 115.83 112.60 106.31
## 72 36.88 64.87 38.67
## 73 96.13 183.65 68.96
## 74 57.40 137.56 72.65
## 75 45.33 49.63 47.73
## 76 31.02 56.08 35.37
## 77 30.12 84.06 29.46
## 78 39.46 87.25 42.94
## 79 38.67 53.44 43.67
## 80 32.04 72.06 29.81
## 81 24.65 46.25 22.29
## 82 6.65 13.67 6.27
## 83 43.94 80.65 57.46
## 84 32.02 62.19 36.52
## 85 46.79 80.81 26.81
## 86 74.04 138.71 64.58
## 87 61.98 96.29 42.44
## 88 19.16 31.53 21.20
## 89 22.00 25.42 44.92
## 90 45.65 65.67 38.00
## 91 7.88 69.63 18.54
## 92 28.27 82.35 37.52
## 93 38.27 120.08 23.10
## 94 19.94 46.46 22.00
## 95 45.52 103.73 48.08
## 96 47.73 125.71 59.67
## 97 35.31 74.02 27.04
## 98 36.21 94.77 32.65
## 99 33.17 68.81 19.71
## 100 53.02 83.23 62.77
## 101 18.65 44.65 33.13
## 102 15.21 37.69 33.31
## 103 30.58 69.54 34.42
## 104 108.23 148.73 75.04
## 105 3.37 18.71 12.75
## 106 35.94 75.79 30.17
## 107 48.83 70.12 42.38
## 108 74.60 109.79 49.52
## 109 32.94 69.37 26.92
## 110 6.12 17.44 13.65
## 111 27.13 61.00 33.38
## 112 48.94 116.52 67.77
## 113 55.92 92.40 58.42
## 114 41.85 78.87 62.35
## 115 70.15 126.85 66.13
## 116 46.54 85.38 60.29
## 117 35.12 95.94 34.41
## 118 21.19 78.25 32.35
## 119 17.60 63.88 17.31
## 120 129.29 181.33 106.31
## 121 20.98 75.37 42.56
## 122 35.02 92.63 31.94
## 123 132.48 166.13 151.65
## 124 110.08 203.13 94.38
## 125 117.06 195.54 89.65
## 126 72.58 145.44 98.21
## 127 29.81 38.27 26.65
## 128 59.40 97.13 44.94
## 129 15.00 49.12 20.96
## 130 40.96 91.77 39.62
## 131 8.31 25.75 8.83
## 132 31.63 116.12 48.75
## 133 34.71 70.02 39.83
## 134 81.19 126.06 89.44
## 135 165.85 312.77 217.65
## 136 137.06 176.92 128.40
## 137 13.38 41.52 20.88
## 138 22.04 41.60 21.96
## 139 94.62 124.08 81.08
## 140 103.21 180.69 81.83
## 141 150.19 182.52 133.35
## 142 24.42 65.75 33.21
## 143 71.13 110.40 50.98
## 144 17.29 56.19 28.12
## 145 222.21 238.96 194.79
## 146 28.52 70.12 35.04
## 147 8.92 36.12 15.38
## 148 210.40 446.15 316.77
## 149 12.33 27.35 19.04
## 150 39.27 87.90 48.50
## 151 9.17 15.38 10.46
## 152 6.35 12.06 8.24
## 153 24.31 48.79 27.73
## 154 41.81 97.19 51.88
## 155 12.58 19.88 14.92
## 156 23.75 43.21 19.77
## 157 46.67 91.77 49.23
## 158 17.19 27.12 13.00
## 159 57.04 76.17 39.17
## 160 173.06 329.17 124.33
## 161 70.88 107.65 67.35
## 162 42.38 31.42 13.62
## 163 53.63 91.35 66.77
## 164 20.12 83.75 30.48
## 165 31.83 127.63 37.13
## 166 19.19 54.23 25.65
## 167 45.29 132.81 81.58
## 168 1.92 37.96 17.56
## 169 0.00 24.71 14.69
## 170 77.78 135.82 56.63
## 171 28.06 73.35 43.15
## 172 4.73 51.37 11.73
## 173 0.85 19.08 9.19
## 174 11.29 40.87 7.06
## 175 4.73 20.75 12.58
## 176 29.52 71.83 36.19
## 177 6.52 16.12 7.98
## 178 19.37 35.06 21.83
## 179 26.92 54.29 17.92
## 180 17.75 39.52 28.23
## 181 59.67 118.62 81.44
## 182 0.19 25.13 20.23
## 183 15.12 34.98 18.35
## 184 19.02 59.68 29.79
## 185 18.33 100.21 88.60
## 186 2.67 6.13 6.37
## 187 34.77 84.17 62.71
## 188 38.29 77.04 41.37
## 189 29.92 73.08 47.67
## 190 44.54 108.35 78.46
## 191 3.12 20.04 13.33
## 192 6.92 30.62 19.40
## 193 1.38 6.00 9.50
## 194 48.38 124.88 70.35
## 195 0.85 9.56 9.75
## 196 1.02 14.42 18.13
## 197 33.38 57.58 35.23
## 198 2.87 5.90 32.87
## 199 60.25 94.90 53.00
## 200 37.73 71.56 47.04
## 201 16.90 33.15 33.17
## 202 50.37 153.46 33.58
## 203 11.10 58.00 22.90
## 204 2.94 12.21 4.96
## 205 38.67 126.27 50.15
## 206 50.94 114.37 36.96
## 207 27.87 48.19 20.31
## 208 10.96 23.21 11.90
## 209 30.88 84.38 39.94
## 210 34.50 99.15 17.65
## 211 31.96 67.71 27.44
## 212 19.23 55.62 14.31
## 213 61.79 104.33 37.46
## 214 23.88 84.85 56.60
## 215 35.45 97.30 37.00
## 216 45.69 45.38 49.94
## 217 57.75 130.04 82.40
## 218 36.90 76.38 35.35
## 219 28.48 55.37 43.48
## 220 46.37 103.10 54.37
## 221 20.50 52.77 28.60
## 222 41.08 119.96 77.46
## 223 43.98 103.65 46.71
## 224 108.62 199.44 234.44
## 225 132.54 186.15 184.85
## 226 81.63 134.31 66.67
## 227 51.04 71.34 42.60
## 228 61.73 88.62 139.58
## 229 35.21 84.25 70.25
## 230 15.19 63.71 50.29
## 231 41.06 63.00 83.31
## 232 31.31 65.35 64.73
## 233 31.83 73.58 57.73
## 234 108.27 198.67 186.54
## 235 36.42 92.08 72.83
## 236 60.87 124.62 123.33
## 237 31.71 84.67 52.48
## 238 59.58 103.75 55.81
## 239 27.35 58.35 31.33
## 240 56.17 121.44 73.87
## 241 29.29 89.94 58.19
## 242 50.13 101.37 82.19
## 243 41.63 107.54 63.27
## 244 53.98 119.80 95.69
## 245 72.48 114.19 73.13
## 246 66.56 112.87 89.73
## 247 3.83 11.38 13.40
## 248 96.56 200.94 124.60
## 249 75.21 123.87 78.23
## 250 90.88 194.12 179.46
## 251 45.35 82.31 46.87
## 252 11.13 51.83 32.40
## 253 1.59 34.49 34.43
## 254 32.62 74.83 48.10
## 255 5.38 34.46 30.87
## 256 24.44 69.13 43.83
## 257 25.58 68.31 34.12
## 258 25.94 86.90 39.60
## 259 42.12 76.63 68.10
## 260 77.61 147.98 61.88
## 261 64.75 163.40 100.62
## 262 25.15 53.17 26.25
## 263 26.35 47.40 31.37
## 264 21.42 40.46 37.17
## 265 21.08 45.21 29.56
## 266 24.00 57.21 41.69
## 267 30.81 65.67 54.96
## 268 63.13 129.19 89.83
## 269 55.63 102.75 72.67
## 270 22.19 65.54 38.02
## 271 28.29 71.75 34.88
## 272 24.23 90.08 37.88
## 273 31.58 72.85 32.75
## 274 5.71 12.44 11.69
## 275 38.04 70.83 50.27
## 276 41.65 90.75 61.33
## 277 5.79 15.69 23.77
## 278 51.96 150.29 85.73
## 279 32.14 49.92 29.69
## 280 21.06 31.71 22.79
## 281 24.94 113.04 58.81
## 282 90.29 242.58 102.75
## 283 21.00 74.63 42.21
## 284 28.23 76.71 29.81
## 285 53.90 111.15 37.21
## 286 58.48 148.87 69.92
## 287 45.25 102.02 73.15
## 288 60.10 144.23 49.10
## 289 54.31 132.46 86.60
## 290 20.73 63.60 33.19
## 291 31.35 82.38 43.75
## 292 40.50 66.12 49.19
## 293 63.44 79.88 66.92
## 294 108.22 206.08 179.41
## 295 28.94 58.85 36.46
## 296 76.38 159.79 87.48
## 297 66.96 141.58 62.48
## 298 61.37 109.77 80.71
## 299 126.65 174.81 159.08
## 300 62.37 195.67 89.00
## 301 6.42 15.10 37.94
## 302 23.21 65.87 36.81
## 303 29.90 75.50 42.69
## 304 38.48 81.50 40.90
## 305 73.29 107.77 78.29
## 306 69.60 163.75 79.27
## 307 52.69 120.62 59.94
## 308 52.31 95.23 58.85
## 309 55.10 96.15 51.58
## 310 75.58 112.73 41.06
## 311 37.58 80.21 42.96
## 312 45.87 93.73 132.40
## 313 22.71 49.06 39.71
## 314 52.12 104.15 46.65
## 315 13.60 47.00 27.25
## 316 39.71 120.85 60.96
## 317 68.40 102.52 104.54
## 318 77.83 143.46 73.37
## 319 73.65 145.04 71.21
## 320 30.52 93.69 70.96
## 321 36.98 72.60 43.02
## 322 34.92 50.56 41.23
## 323 18.55 18.41 29.64
## 324 34.22 88.68 66.66
## 325 56.62 86.96 41.87
## 326 73.42 173.23 119.15
## 327 50.25 136.13 74.35
## 328 28.94 65.50 28.13
## 329 95.73 134.60 80.58
## 330 18.52 58.06 26.96
## 331 52.83 128.73 104.19
## 332 63.85 224.08 218.81
## 333 39.13 120.63 97.35
## 334 62.47 147.84 112.63
## 335 106.15 193.65 78.96
## 336 64.02 105.31 53.27
## 337 36.77 93.13 63.92
## 338 52.44 153.50 64.92
## 339 104.83 221.98 104.79
## 340 75.87 157.00 75.62
## 341 47.77 144.79 73.54
## 342 19.85 53.77 34.38
## 343 10.90 54.40 30.83
## 344 54.58 123.02 94.12
## 345 50.42 82.29 44.73
## 346 41.30 77.57 38.61
## 347 120.31 208.25 115.25
## 348 68.60 137.50 99.96
## 349 57.60 115.52 63.02
## 350 40.44 88.73 59.44
## 351 60.02 118.13 77.15
## 352 36.48 67.71 26.02
## 353 42.00 87.04 63.25
## 354 67.87 99.27 116.56
## 355 75.52 201.37 72.54
## 356 43.27 107.63 51.65
## 357 42.37 96.17 58.87
## 358 44.92 96.25 64.77
## 359 1.67 23.54 25.21
## 360 55.56 91.73 48.79
## 361 26.46 68.90 21.58
## 362 28.94 91.08 22.98
## 363 56.37 81.31 38.87
## 364 22.73 74.67 19.75
## 365 17.52 66.90 20.71
## 366 36.54 92.27 50.33
## 367 29.71 62.79 31.60
## 368 50.60 88.00 55.31
## 369 19.50 53.58 13.71
## 370 33.75 67.29 16.42
## 371 14.54 42.29 9.48
## 372 7.42 41.42 10.58
## 373 85.10 119.52 84.02
## 374 42.58 91.77 37.67
## 375 6.38 39.63 28.35
## 376 26.94 55.63 27.25
## 377 72.90 124.25 43.50
## 378 0.00 21.10 14.08
## 379 2.08 24.69 18.40
## 380 33.63 64.63 29.58
## 381 10.17 22.92 11.54
## 382 44.12 94.00 58.52
## 383 3.46 38.87 20.10
## 384 37.98 90.60 58.75
## 385 0.00 15.21 16.06
## 386 50.25 83.52 33.75
## 387 12.54 27.63 10.83
## 388 36.31 90.27 51.10
## 389 23.58 145.62 52.35
## 390 72.65 122.94 51.08
## 391 37.40 126.73 59.08
## 392 23.31 48.44 20.38
## 393 46.15 97.62 43.54
## 394 23.54 40.63 24.37
## 395 30.54 76.04 32.79
## 396 6.40 18.48 14.88
## 397 23.52 48.13 40.04
## 398 40.88 76.54 36.88
## 399 54.98 76.62 52.38
## 400 65.46 75.37 51.79
## 401 50.69 87.60 42.23
## 402 23.19 34.06 30.56
## 403 62.73 67.31 41.21
## 404 50.12 88.57 29.02
## 405 61.08 101.12 55.06
## 406 47.27 104.69 70.83
## 407 66.63 108.62 122.19
## 408 21.48 39.29 21.73
## 409 60.50 139.56 62.15
## 410 50.88 105.25 62.08
## 411 44.48 81.40 39.19
## 412 52.27 107.17 43.50
## 413 36.60 78.63 28.46
## 414 41.62 84.12 41.02
## 415 54.40 114.06 46.58
## 416 43.92 76.25 49.52
## 417 47.02 60.98 44.75
## 418 68.96 104.98 42.71
## 419 59.50 120.67 78.06
## 420 82.06 168.94 82.10
## 421 63.58 133.31 62.02
## 422 48.79 78.67 46.65
## 423 50.62 83.54 40.27
## 424 58.48 117.46 51.42
## 425 56.21 153.12 58.77
## 426 83.33 171.98 83.48
## 427 41.77 57.40 32.06
## 428 131.58 172.42 93.17
## 429 70.40 114.54 80.25
## 430 86.13 164.25 51.50
## 431 4.62 30.23 22.73
## 432 33.67 51.17 26.78
## 433 87.37 136.19 76.71
## 434 58.21 105.87 59.73
## 435 39.38 81.04 32.52
## 436 72.71 150.31 57.35
## 437 72.23 97.90 50.62
## 438 78.02 145.63 79.31
## 439 90.38 119.19 111.79
## 440 31.15 60.62 36.02
## 441 128.23 177.85 73.52
## 442 144.40 282.40 174.08
## 443 40.96 89.75 45.63
## 444 70.79 97.29 79.19
## 445 13.85 32.79 34.94
## 446 5.02 48.23 30.77
## 447 7.54 16.25 11.21
## 448 46.13 108.56 64.15
## 449 84.15 134.33 100.25
## 450 32.92 63.52 43.21
## 451 4.31 11.00 7.25
## 452 3.96 22.31 11.65
## 453 103.19 127.17 76.44
## 454 24.67 84.37 24.31
## 455 3.46 19.56 9.69
## 456 37.58 80.40 63.92
## 457 39.13 70.31 49.92
## 458 217.75 378.54 302.23
## 459 41.31 88.42 41.31
## 460 116.83 198.27 111.25
## 461 64.56 173.54 80.46
## 462 49.47 63.90 36.31
## 463 137.17 396.17 189.67
## 464 66.62 139.31 71.92
## 465 70.58 151.63 83.65
## 466 77.67 165.90 68.46
## 467 112.65 170.65 102.29
## 468 186.15 259.63 159.81
## 469 10.21 28.77 12.58
## 470 100.25 197.17 102.52
## 471 117.75 165.81 95.17
## 472 116.92 178.59 80.41
## 473 55.60 109.10 47.13
## 474 94.90 203.19 102.60
## 475 29.69 82.60 43.60
## 476 29.63 84.48 62.12
## 477 67.67 113.52 62.23
## 478 111.88 236.44 154.62
## 479 23.58 59.79 27.73
## 480 6.94 28.58 40.79
## 481 67.00 128.31 62.12
## 482 90.42 149.37 59.56
## 483 84.08 111.25 53.08
## 484 116.54 185.56 112.12
## 485 117.58 177.92 76.38
## 486 210.65 397.71 319.60
## 487 170.27 157.13 100.48
## 488 69.40 110.87 73.29
## 489 44.15 103.21 46.29
## 490 54.77 166.62 64.67
## 491 116.02 238.77 92.37
## 492 65.96 117.40 65.83
## 493 73.29 148.00 85.46
## 494 46.25 118.44 57.88
## 495 15.56 108.73 74.37
## 496 251.83 421.46 345.00
## 497 60.75 134.50 51.50
## 498 94.08 215.40 116.06
## 499 61.15 153.92 49.73
## 500 201.15 562.46 306.63
## 501 92.69 205.44 103.60
## 502 201.88 329.83 160.58
## 503 130.27 278.46 144.42
## 504 137.04 227.60 177.52
## 505 166.25 313.48 140.62
## 506 54.00 54.00 37.25
## 507 23.58 100.31 54.75
## 508 17.44 40.35 31.13
## 509 21.52 77.52 29.56
## 510 65.37 177.90 144.55
## 511 2.96 20.31 8.38
## 512 86.12 144.62 75.50
## 513 18.46 82.21 38.56
## 514 37.81 85.94 24.81
## 515 1.29 27.13 8.81
## 516 25.92 80.27 24.50
## 517 5.12 16.81 12.35
## 518 28.77 80.10 15.37
## 519 6.13 21.54 9.08
## 520 32.85 76.12 41.92
## 521 37.13 114.13 48.69
## 522 4.87 57.06 27.73
## 523 14.62 46.83 19.02
## 524 33.02 107.50 42.48
## 525 39.48 77.71 46.35
## 526 2.62 27.81 12.60
## 527 0.00 3.98 1.75
## 528 69.02 189.65 81.54
## 529 15.33 49.08 29.06
## 530 55.38 128.00 66.27
## 531 44.98 70.13 32.06
## 532 44.79 93.19 29.56
## 533 32.04 61.42 34.17
## 534 2.04 40.46 22.48
## 535 53.19 83.81 70.04
## 536 32.46 73.17 27.79
## 537 1.88 28.06 20.98
## 538 57.98 70.54 52.17
## 539 48.71 76.02 32.73
## 540 49.56 102.52 38.96
## 541 27.94 56.10 25.73
## 542 4.79 23.10 10.31
## 543 8.67 39.00 18.42
## 544 33.27 51.88 27.58
## 545 24.27 47.38 34.06
## 546 64.52 128.50 49.42
## 547 36.56 60.52 37.73
## 548 52.96 67.98 39.38
## 549 31.17 40.69 46.96
## 550 51.12 119.77 54.44
## 551 24.60 49.92 29.58
## 552 44.92 99.85 57.04
## 553 121.87 192.98 111.81
## 554 45.04 81.29 54.00
## 555 130.08 206.62 135.42
## 556 44.35 69.83 53.96
## 557 6.00 19.04 18.81
## 558 43.81 63.60 37.77
## 559 1.13 14.44 27.98
## 560 5.92 16.60 15.00
## 561 58.56 111.96 81.29
## 562 24.46 37.13 35.63
## 563 8.88 19.83 19.17
## 564 18.17 41.31 18.92
## 565 49.06 74.73 44.21
## 566 41.85 92.85 52.75
## 567 25.69 52.44 33.13
## 568 52.00 87.31 53.71
## 569 44.94 76.00 62.92
## 570 75.65 158.10 83.17
## 571 10.75 37.31 25.96
## 572 118.25 134.73 117.87
## 573 41.77 88.31 60.52
## 574 50.65 81.50 59.15
## 575 26.60 79.27 56.83
## 576 51.58 162.54 126.19
## 577 62.13 132.73 62.50
## 578 28.46 70.96 27.37
## 579 7.17 42.73 7.90
## 580 39.77 86.04 32.96
## 581 8.25 46.08 19.81
## 582 8.19 75.02 29.79
## 583 14.35 35.40 18.37
## 584 7.87 22.38 16.52
## 585 34.75 90.67 46.17
## 586 96.21 163.31 107.44
## 587 103.48 143.69 172.71
## 588 21.90 57.17 17.67
## 589 59.29 117.37 83.52
## 590 26.50 73.33 32.31
## 591 41.10 103.27 50.88
## 592 13.73 40.87 16.42
## 593 56.23 115.88 51.29
## 594 16.73 54.85 28.23
## 595 38.13 70.33 35.65
## 596 40.15 52.98 26.69
## 597 37.52 75.37 36.56
## 598 30.02 69.08 36.83
## 599 30.23 67.60 35.21
## 600 29.87 123.37 67.52
## 601 48.35 167.44 55.35
## 602 41.31 78.90 27.15
## 603 38.12 90.96 37.48
## 604 40.71 71.25 42.38
## 605 94.17 157.69 90.58
## 606 25.67 60.31 29.19
## 607 37.02 80.42 40.15
## 608 46.31 91.35 50.17
## 609 34.46 77.17 53.94
## 610 95.73 196.48 69.29
## 611 80.60 122.58 67.92
## 612 37.42 89.88 57.58
## 613 62.15 104.52 71.75
## 614 55.77 155.83 50.75
## 615 53.29 143.81 64.25
## 616 21.48 54.71 36.98
## 617 48.58 92.17 43.04
## 618 159.35 259.69 141.94
## 619 62.65 100.58 58.65
## 620 78.37 92.42 53.35
## 621 43.25 103.62 60.52
## 622 60.00 70.38 33.25
## 623 40.81 114.62 50.83
## 624 69.31 111.19 61.94
## 625 44.65 125.83 63.54
## 626 41.31 70.13 47.08
## 627 56.04 152.06 55.38
## 628 45.04 65.21 42.17
## 629 9.25 69.50 33.02
## 630 25.35 60.27 24.79
## 631 37.79 68.15 45.52
## 632 41.90 86.08 45.65
## 633 57.48 120.52 42.85
## 634 51.73 86.40 59.87
## 635 36.81 54.58 29.04
## 636 19.73 43.79 22.94
## 637 45.02 95.19 40.15
## 638 53.54 106.04 46.19
## 639 78.63 119.23 81.33
## 640 31.88 89.63 41.48
## 641 81.06 145.56 68.69
## 642 46.87 143.60 38.08
## 643 64.98 134.19 50.27
## 644 25.21 75.94 38.67
## 645 47.17 68.71 42.46
## 646 12.52 43.46 25.58
## 647 10.65 54.69 15.46
## 648 27.58 52.15 26.40
## 649 14.04 65.71 33.25
## 650 5.73 28.15 7.62
## 651 12.00 37.06 23.88
## 652 74.77 104.98 64.15
## 653 60.77 126.42 79.52
## 654 43.25 62.56 49.48
## 655 27.79 46.48 33.62
## 656 9.38 27.90 13.38
## 657 3.65 16.65 10.63
## 658 69.96 126.94 46.75
## 659 97.85 132.17 156.88
## 660 277.52 417.19 309.25
## 661 30.62 70.60 23.21
## 662 34.37 73.13 40.75
## 663 23.21 69.92 16.52
## 664 188.48 253.58 130.25
## 665 145.44 267.37 77.73
## 666 63.33 124.48 52.37
## 667 102.10 106.42 43.88
## 668 131.52 174.38 71.69
## 669 100.73 139.35 65.75
## 670 204.37 280.75 142.04
## 671 59.10 167.29 84.13
## 672 96.33 129.65 54.65
## 673 108.77 175.56 85.62
## 674 17.58 43.58 16.85
## 675 73.04 97.13 62.31
## 676 86.04 154.17 59.77
## 677 81.65 169.62 55.38
## 678 15.40 45.33 13.62
## 679 68.25 87.65 53.85
## 680 58.00 113.23 35.85
## 681 76.40 149.96 122.85
## 682 42.73 52.48 65.13
## 683 56.75 115.77 70.67
## 684 9.37 18.63 11.77
## 685 15.79 66.38 25.77
## 686 242.48 292.75 333.33
## 687 78.44 148.12 60.46
## 688 128.10 239.00 148.23
## 689 35.00 33.50 33.83
## 690 91.31 227.69 97.52
## 691 65.23 161.98 67.27
## 692 58.00 92.62 42.38
## 693 1.79 21.00 9.71
## 694 34.96 78.79 40.48
## 695 25.71 53.27 26.52
## 696 89.58 118.06 93.90
## 697 4.12 20.04 15.06
## 698 46.62 129.63 59.04
## 699 27.08 71.65 33.69
## 700 126.69 174.46 75.13
## 701 112.27 255.83 104.42
## 702 53.92 58.69 27.06
## 703 70.58 122.12 63.69
## 704 57.90 102.10 70.30
## 705 381.96 516.56 439.06
## 706 99.21 154.04 106.42
## 707 81.90 108.83 66.13
## 708 101.96 148.54 81.25
## 709 133.79 191.54 95.44
## 710 68.87 74.67 90.29
## 711 195.71 273.37 210.10
## 712 34.29 64.69 34.46
## 713 106.08 139.02 97.98
## 714 135.88 200.37 144.54
## 715 54.19 114.54 55.88
## 716 31.18 47.24 32.94
## 717 97.13 186.31 87.06
## 718 38.19 117.17 34.50
## 719 107.04 168.25 139.19
## 720 99.63 113.00 104.58
## 721 91.59 178.20 119.43
## 722 24.73 48.15 27.13
## 723 0.31 29.79 11.94
## 724 3.94 29.31 18.60
## 725 10.89 53.64 26.32
## 726 24.45 59.02 30.92
## 727 17.62 67.85 29.29
## 728 69.44 70.96 56.98
## 729 27.00 69.85 36.88
## 730 85.04 181.46 119.48
## 731 40.62 70.54 37.00
## 732 40.56 83.73 65.37
## 733 29.90 70.62 39.29
## 734 53.10 103.58 58.40
## 735 8.12 36.56 10.27
## 736 41.00 112.52 50.56
## 737 48.62 126.15 41.87
## 738 18.96 43.15 24.27
## 739 42.21 74.90 45.40
## 740 112.27 167.79 87.50
## 741 80.90 209.50 137.75
## 742 30.40 70.13 24.60
## 743 143.42 262.06 144.35
## 744 0.00 25.21 13.17
## 745 20.73 50.00 25.90
## 746 28.33 58.23 31.17
## 747 8.81 23.81 6.23
## 748 56.79 80.27 43.08
## 749 19.52 40.21 18.10
## 750 13.67 75.48 34.73
## 751 32.40 74.31 37.54
## 752 258.19 305.75 184.77
## 753 48.81 65.00 22.12
## 754 0.00 30.10 30.88
## 755 48.60 98.29 45.58
## 756 37.79 65.88 29.60
## 757 47.17 75.92 42.46
## 758 96.04 172.46 112.17
## 759 148.83 238.42 168.00
## 760 84.88 233.44 136.02
## 761 17.27 59.52 32.19
## 762 23.98 65.90 29.92
## 763 0.90 20.06 9.87
## 764 58.54 165.65 97.60
## 765 46.94 117.81 63.06
## 766 0.74 34.22 22.07
## 767 51.12 85.21 46.25
## 768 22.69 52.69 19.02
## 769 18.42 72.29 24.83
## 770 31.48 68.37 30.00
## 771 52.98 105.87 68.38
## takeHomePotato_units kingBars_units flatWater_units psd591Ml_units
## 1 7.71 17.87 56.54 39.71
## 2 33.46 47.44 98.42 38.73
## 3 19.90 45.21 130.27 47.31
## 4 22.10 45.33 132.77 39.87
## 5 42.33 79.81 204.06 50.29
## 6 0.00 11.88 25.31 2.69
## 7 136.79 114.50 328.63 112.38
## 8 16.58 36.54 111.79 34.85
## 9 73.40 93.77 193.12 70.15
## 10 46.12 89.67 323.42 73.83
## 11 37.12 75.37 267.08 68.37
## 12 18.96 51.90 91.90 39.73
## 13 13.88 31.75 132.08 29.85
## 14 29.63 54.44 74.56 41.02
## 15 21.08 29.44 58.73 26.50
## 16 33.10 50.04 77.23 33.15
## 17 1.81 18.71 19.25 13.15
## 18 50.12 98.60 196.17 87.65
## 19 3.19 7.50 16.31 7.38
## 20 21.69 49.29 67.56 44.62
## 21 4.90 28.88 69.08 24.46
## 22 67.10 61.69 62.17 49.50
## 23 21.98 44.98 82.94 42.50
## 24 30.10 64.75 117.19 54.23
## 25 13.83 35.35 69.21 37.67
## 26 13.33 26.12 92.88 19.08
## 27 11.29 16.58 84.10 17.52
## 28 13.08 36.48 83.12 28.10
## 29 39.56 92.44 191.73 74.96
## 30 53.25 79.52 175.75 61.60
## 31 37.65 77.42 261.79 64.44
## 32 17.00 33.98 103.25 39.67
## 33 29.42 43.90 94.79 37.15
## 34 0.00 38.00 89.54 59.62
## 35 26.02 41.67 110.56 39.58
## 36 38.42 63.87 191.67 37.81
## 37 3.58 17.38 71.02 27.96
## 38 24.54 34.77 118.00 29.90
## 39 17.88 55.10 183.85 56.88
## 40 52.17 78.67 125.04 55.73
## 41 23.90 60.67 154.21 39.88
## 42 63.67 105.60 118.50 63.42
## 43 37.06 54.75 102.48 31.81
## 44 35.15 45.40 103.96 60.40
## 45 108.58 117.52 215.92 101.62
## 46 40.33 67.27 135.15 80.52
## 47 7.75 34.85 49.38 28.29
## 48 57.08 93.92 165.08 75.69
## 49 46.23 69.88 170.75 95.06
## 50 13.13 39.48 62.71 33.40
## 51 13.25 50.58 65.31 55.77
## 52 45.52 62.38 90.21 56.52
## 53 33.31 57.13 178.23 49.98
## 54 0.00 7.23 35.04 19.13
## 55 45.38 59.12 95.50 64.75
## 56 28.85 43.31 164.31 54.21
## 57 14.50 46.60 151.81 47.56
## 58 22.42 40.94 110.40 28.79
## 59 31.48 49.02 109.69 29.75
## 60 19.77 40.98 126.88 35.60
## 61 12.35 41.81 106.98 30.46
## 62 13.58 48.19 188.54 46.98
## 63 18.46 45.29 163.38 48.06
## 64 12.50 33.02 58.40 33.56
## 65 8.73 21.37 45.38 19.13
## 66 32.33 65.13 109.27 53.92
## 67 19.17 51.23 73.46 38.13
## 68 1.58 8.83 15.42 9.50
## 69 26.38 59.44 177.94 24.98
## 70 17.04 37.75 145.67 30.21
## 71 79.44 54.92 225.46 63.13
## 72 21.10 43.00 148.50 34.10
## 73 51.08 84.15 347.04 76.63
## 74 44.73 64.17 264.23 67.52
## 75 17.85 42.65 111.19 26.35
## 76 17.62 40.38 158.31 31.65
## 77 28.88 34.33 128.33 43.69
## 78 29.79 60.00 187.56 31.71
## 79 17.52 27.04 139.94 46.83
## 80 17.37 40.52 148.88 34.88
## 81 11.56 40.75 61.06 32.38
## 82 2.67 13.69 27.13 8.69
## 83 32.79 58.40 204.44 41.06
## 84 19.50 44.50 165.21 31.71
## 85 29.98 51.58 86.75 52.79
## 86 36.81 82.23 297.35 56.67
## 87 31.77 43.00 145.83 27.06
## 88 7.73 34.29 87.18 17.96
## 89 22.25 35.58 51.08 36.67
## 90 24.44 50.62 98.00 33.90
## 91 13.40 38.75 77.65 18.35
## 92 30.42 46.13 111.69 72.21
## 93 24.73 29.04 85.75 51.77
## 94 11.02 25.38 92.12 17.65
## 95 12.96 48.67 151.94 48.65
## 96 34.42 74.44 143.29 43.17
## 97 25.10 42.27 73.17 32.87
## 98 30.17 46.60 82.58 31.46
## 99 16.56 24.83 64.38 33.40
## 100 41.42 58.96 236.67 48.21
## 101 14.12 28.71 112.52 19.83
## 102 12.17 33.56 49.44 27.60
## 103 23.87 37.90 93.13 24.48
## 104 87.85 91.29 154.27 88.17
## 105 4.33 14.67 37.38 19.58
## 106 25.79 56.54 104.62 32.13
## 107 27.79 48.77 87.37 42.31
## 108 44.69 72.58 145.67 45.73
## 109 26.38 34.44 75.56 30.81
## 110 4.71 16.23 45.83 21.44
## 111 14.58 36.33 116.21 63.67
## 112 39.52 67.54 150.21 87.81
## 113 35.06 82.08 151.81 98.63
## 114 31.65 61.17 182.40 78.10
## 115 49.50 59.92 176.37 99.40
## 116 33.21 51.42 160.12 53.35
## 117 20.16 57.63 121.53 53.76
## 118 18.62 34.29 111.58 41.38
## 119 13.29 30.60 122.56 31.00
## 120 126.08 122.88 234.23 143.79
## 121 12.00 64.40 83.27 61.65
## 122 25.44 29.85 113.33 68.63
## 123 118.92 136.35 231.52 70.73
## 124 73.67 98.04 309.98 82.79
## 125 102.12 120.94 289.52 80.23
## 126 102.31 106.92 197.12 125.46
## 127 15.60 48.25 64.25 37.65
## 128 34.04 54.77 173.81 58.42
## 129 11.08 24.65 71.94 12.12
## 130 17.54 44.50 115.31 67.67
## 131 4.50 13.85 34.42 9.37
## 132 43.73 65.48 126.37 112.94
## 133 19.13 52.65 147.33 73.40
## 134 60.56 79.13 220.90 60.21
## 135 138.94 154.90 749.69 177.79
## 136 82.21 105.40 262.06 159.77
## 137 8.35 19.00 87.83 29.31
## 138 16.06 16.85 81.88 35.19
## 139 44.19 81.08 225.21 108.48
## 140 67.58 98.90 232.60 102.13
## 141 139.71 122.92 182.71 177.44
## 142 6.23 33.98 148.37 88.90
## 143 32.94 74.06 107.42 70.48
## 144 13.60 49.50 77.92 43.00
## 145 218.92 199.50 456.62 121.92
## 146 40.50 35.37 88.25 76.83
## 147 7.71 17.90 63.50 14.69
## 148 185.65 257.23 780.54 277.92
## 149 15.79 22.10 43.87 31.35
## 150 29.38 47.50 163.85 38.88
## 151 3.46 10.23 47.38 22.67
## 152 7.71 18.94 18.88 10.35
## 153 10.69 29.06 44.88 22.40
## 154 16.79 33.00 197.23 48.75
## 155 6.23 10.96 52.15 19.46
## 156 17.15 16.88 53.31 42.46
## 157 38.02 52.56 123.27 46.27
## 158 14.17 21.92 47.79 23.87
## 159 35.48 40.92 213.87 42.02
## 160 147.52 165.40 415.87 188.92
## 161 54.71 79.08 197.00 89.27
## 162 20.60 23.35 72.65 20.42
## 163 38.13 69.73 107.69 97.98
## 164 19.58 49.06 83.10 39.04
## 165 26.83 61.00 131.37 75.71
## 166 13.75 34.62 79.88 30.06
## 167 34.58 94.77 186.67 109.25
## 168 0.00 11.94 38.25 26.31
## 169 2.98 10.58 27.06 10.96
## 170 57.51 43.90 355.27 75.51
## 171 32.87 54.12 167.85 36.63
## 172 5.73 14.94 62.54 25.88
## 173 0.00 8.85 15.17 12.87
## 174 5.63 14.81 35.00 29.67
## 175 0.00 12.67 26.37 17.50
## 176 23.33 57.48 103.21 38.38
## 177 0.00 2.08 19.75 9.21
## 178 6.60 16.29 57.00 20.10
## 179 14.04 30.12 50.77 25.04
## 180 10.27 30.13 61.52 18.04
## 181 57.75 102.12 172.37 70.33
## 182 2.67 23.44 37.31 6.71
## 183 7.40 26.88 54.48 18.65
## 184 11.04 44.17 82.43 28.36
## 185 24.65 74.02 246.29 65.25
## 186 0.00 9.21 15.83 9.56
## 187 16.19 97.77 163.54 49.79
## 188 23.73 54.62 105.52 39.31
## 189 22.67 55.17 109.48 33.52
## 190 16.88 64.62 169.33 66.56
## 191 0.00 4.10 29.94 9.27
## 192 0.08 15.98 65.46 22.96
## 193 1.17 12.08 26.13 4.15
## 194 28.12 84.88 220.10 57.73
## 195 0.00 8.25 24.15 1.56
## 196 1.87 16.25 33.19 3.52
## 197 26.06 43.27 169.21 31.02
## 198 0.79 39.10 84.98 2.00
## 199 40.31 65.06 144.27 47.31
## 200 29.71 59.23 133.56 52.50
## 201 6.40 3.63 110.62 33.37
## 202 45.71 78.06 82.25 66.48
## 203 7.88 30.15 61.12 26.17
## 204 1.48 4.02 18.94 9.96
## 205 17.67 64.38 154.15 55.23
## 206 31.29 47.62 112.15 39.06
## 207 20.75 49.79 57.92 31.33
## 208 6.35 20.17 35.75 20.19
## 209 16.81 59.79 127.33 50.04
## 210 19.02 37.10 69.15 38.88
## 211 28.15 52.50 51.37 77.92
## 212 17.62 30.15 39.98 45.15
## 213 41.17 69.50 91.71 71.21
## 214 10.44 45.90 158.90 57.23
## 215 79.38 45.77 90.57 42.36
## 216 40.06 55.06 105.38 52.44
## 217 57.92 52.25 207.42 62.98
## 218 36.38 49.13 125.29 31.19
## 219 28.62 37.27 92.87 24.31
## 220 39.85 44.29 177.08 87.02
## 221 18.54 31.38 95.38 23.46
## 222 36.02 34.77 237.98 103.42
## 223 46.02 47.63 145.90 56.12
## 224 140.35 139.23 493.13 206.81
## 225 107.90 91.13 452.25 135.35
## 226 76.81 42.48 114.33 70.10
## 227 20.36 24.86 79.88 40.84
## 228 36.92 82.29 108.92 115.27
## 229 24.67 36.50 124.79 69.85
## 230 12.85 38.27 69.29 59.83
## 231 34.79 67.21 65.40 109.15
## 232 30.75 59.77 57.29 61.67
## 233 27.96 41.94 100.83 50.92
## 234 86.08 139.15 322.69 198.06
## 235 29.77 44.87 115.29 90.33
## 236 59.02 91.65 132.71 118.65
## 237 24.29 43.17 76.10 73.90
## 238 56.62 36.73 114.96 48.62
## 239 23.31 29.19 101.46 33.85
## 240 44.35 77.06 326.42 55.62
## 241 22.90 43.79 143.46 55.23
## 242 28.12 79.13 260.52 65.15
## 243 32.83 47.67 230.75 39.35
## 244 46.76 60.76 279.53 47.84
## 245 52.48 89.08 217.63 103.13
## 246 67.15 80.38 194.71 51.06
## 247 3.37 10.94 45.10 8.75
## 248 84.83 110.10 581.88 65.85
## 249 49.94 77.77 232.31 50.88
## 250 110.40 147.31 499.08 146.94
## 251 34.50 71.48 164.44 49.38
## 252 10.02 20.44 91.13 31.06
## 253 5.80 33.69 78.73 18.14
## 254 30.96 33.17 84.46 37.02
## 255 0.29 25.10 77.63 29.25
## 256 25.08 41.56 157.15 42.71
## 257 30.42 28.42 136.58 46.79
## 258 24.44 37.58 166.92 46.92
## 259 38.90 53.21 165.90 51.50
## 260 55.65 41.71 137.67 79.80
## 261 92.13 83.71 243.04 88.90
## 262 21.58 30.87 83.60 42.50
## 263 16.98 41.37 108.58 28.71
## 264 30.71 39.23 88.81 29.37
## 265 19.71 20.08 91.87 55.06
## 266 12.23 43.54 123.94 29.12
## 267 15.48 54.48 163.15 33.65
## 268 51.71 81.90 288.19 62.94
## 269 64.40 79.13 198.73 37.98
## 270 15.56 32.46 128.50 29.54
## 271 25.31 46.21 133.65 27.27
## 272 28.62 36.23 127.88 38.56
## 273 29.27 39.08 96.67 57.31
## 274 1.25 15.29 30.81 4.50
## 275 51.50 56.29 104.17 60.15
## 276 43.71 80.56 187.54 38.92
## 277 4.21 26.02 55.19 18.35
## 278 72.69 80.15 308.83 56.17
## 279 16.22 31.69 100.73 24.98
## 280 15.75 30.71 75.21 14.92
## 281 28.12 63.52 213.52 47.21
## 282 92.75 80.65 328.27 86.63
## 283 25.88 32.62 114.12 53.56
## 284 23.98 18.94 59.88 43.81
## 285 55.48 59.54 133.02 71.21
## 286 77.12 41.29 189.69 60.58
## 287 53.04 73.13 135.90 66.42
## 288 57.04 38.21 172.17 60.79
## 289 60.33 51.44 133.44 101.15
## 290 16.15 37.13 112.96 32.54
## 291 20.65 36.44 106.46 51.87
## 292 37.83 25.65 121.33 39.40
## 293 33.29 44.19 238.81 64.15
## 294 114.33 69.88 497.00 108.49
## 295 19.27 37.94 113.81 40.08
## 296 78.88 56.56 217.65 102.52
## 297 73.75 91.23 189.44 82.94
## 298 77.17 69.46 152.56 89.79
## 299 116.04 112.29 327.90 166.06
## 300 61.13 65.42 256.79 60.67
## 301 0.00 20.92 50.35 19.98
## 302 20.92 43.48 107.12 30.06
## 303 28.37 47.12 138.85 43.56
## 304 40.12 27.65 88.33 49.37
## 305 85.21 111.42 289.12 75.48
## 306 59.44 74.73 284.19 79.50
## 307 54.56 58.10 191.63 72.23
## 308 69.06 61.83 116.08 51.81
## 309 45.90 32.23 100.15 52.33
## 310 41.60 46.50 165.44 53.98
## 311 41.90 39.71 135.60 42.19
## 312 79.21 89.92 145.94 111.88
## 313 16.33 30.65 50.81 48.27
## 314 43.31 40.38 195.87 36.75
## 315 7.21 16.42 72.79 28.87
## 316 52.42 54.52 151.02 78.27
## 317 80.58 73.98 159.52 102.17
## 318 78.62 75.10 211.65 77.52
## 319 87.10 79.02 174.79 67.94
## 320 25.21 49.21 130.75 101.71
## 321 27.35 24.58 79.04 42.40
## 322 20.37 33.38 144.48 41.96
## 323 6.73 36.73 34.64 43.36
## 324 31.20 30.00 138.14 75.72
## 325 49.12 39.62 133.52 37.29
## 326 80.75 65.19 278.04 122.35
## 327 23.67 61.42 203.67 66.08
## 328 33.38 35.63 74.50 42.69
## 329 70.77 78.44 231.50 78.62
## 330 16.15 20.42 82.33 25.90
## 331 45.71 47.08 232.44 110.85
## 332 60.77 124.96 332.98 150.06
## 333 27.69 58.71 168.33 133.69
## 334 82.53 72.82 301.53 98.78
## 335 102.21 53.90 272.21 64.96
## 336 29.40 44.83 157.04 48.21
## 337 29.46 51.12 168.88 42.96
## 338 43.04 44.58 254.85 59.50
## 339 117.31 88.35 457.60 88.37
## 340 107.10 67.92 225.29 74.94
## 341 37.29 52.40 198.04 70.77
## 342 6.23 45.85 96.15 42.33
## 343 12.44 36.13 75.12 29.56
## 344 65.63 74.94 227.62 73.42
## 345 51.25 46.40 147.12 38.90
## 346 34.07 34.16 127.86 39.27
## 347 98.33 135.58 252.90 110.67
## 348 71.83 66.17 263.60 78.40
## 349 48.71 45.52 138.31 71.62
## 350 57.46 33.88 148.73 72.40
## 351 53.83 59.35 190.77 93.56
## 352 32.65 34.81 84.29 51.81
## 353 53.31 56.21 160.21 80.23
## 354 58.21 35.92 275.13 80.13
## 355 94.58 76.50 166.81 110.48
## 356 59.06 53.60 149.85 68.44
## 357 73.25 51.85 170.73 83.06
## 358 50.37 49.13 203.56 77.08
## 359 0.04 28.60 88.25 15.54
## 360 31.06 51.38 126.12 41.00
## 361 13.50 37.37 67.02 28.87
## 362 12.71 36.40 69.90 45.87
## 363 34.63 28.63 156.65 35.25
## 364 18.77 45.88 63.88 39.75
## 365 8.33 38.77 78.96 26.52
## 366 18.90 60.52 150.17 53.25
## 367 14.00 44.67 79.60 41.19
## 368 18.83 50.56 158.21 57.40
## 369 13.37 21.42 51.92 32.92
## 370 15.48 31.15 70.77 36.08
## 371 2.98 20.81 38.46 13.73
## 372 4.87 14.38 37.88 19.15
## 373 39.65 84.75 186.60 55.38
## 374 22.63 46.75 89.79 72.12
## 375 5.87 32.85 66.04 38.06
## 376 15.50 37.04 79.71 23.79
## 377 42.71 59.85 114.17 49.90
## 378 1.94 17.52 35.08 19.19
## 379 0.00 21.73 40.65 12.73
## 380 15.33 50.42 72.13 24.06
## 381 3.79 22.15 47.60 19.75
## 382 30.83 43.35 208.65 51.21
## 383 3.73 26.48 52.46 19.58
## 384 20.15 53.25 153.58 74.10
## 385 0.00 14.62 23.15 8.69
## 386 33.50 42.50 89.04 39.33
## 387 10.10 16.65 38.83 21.77
## 388 23.35 53.40 122.27 43.65
## 389 17.54 63.73 165.48 56.19
## 390 43.88 52.31 134.00 54.56
## 391 16.90 42.44 153.50 46.77
## 392 20.02 33.96 44.50 25.12
## 393 28.35 51.46 190.65 23.75
## 394 11.08 19.90 61.33 37.63
## 395 19.13 27.35 80.69 48.29
## 396 5.92 16.10 33.08 11.23
## 397 19.31 25.38 110.27 22.46
## 398 30.02 41.13 94.50 40.88
## 399 38.85 50.92 141.46 23.79
## 400 27.21 59.94 99.94 45.31
## 401 25.69 70.29 110.69 41.96
## 402 11.37 33.08 64.23 18.38
## 403 38.10 49.98 114.04 34.10
## 404 22.65 55.53 81.71 57.84
## 405 25.00 56.54 162.21 55.31
## 406 42.13 65.65 116.90 48.31
## 407 45.87 85.58 198.87 63.23
## 408 14.98 21.40 58.10 42.31
## 409 33.88 76.58 149.69 67.15
## 410 25.62 79.15 141.46 44.12
## 411 31.31 41.29 84.42 55.12
## 412 34.63 69.12 106.52 50.69
## 413 22.33 48.38 75.06 38.88
## 414 29.62 56.83 119.02 32.21
## 415 34.94 61.50 151.46 49.54
## 416 24.08 61.04 148.96 31.12
## 417 22.56 64.13 95.81 28.79
## 418 41.29 66.83 100.00 60.54
## 419 47.65 82.60 170.54 75.04
## 420 60.85 91.50 179.98 66.56
## 421 52.25 94.31 154.87 62.21
## 422 18.31 42.94 136.02 34.73
## 423 34.46 48.96 109.58 25.33
## 424 48.02 61.44 111.46 61.58
## 425 46.88 70.33 194.31 36.15
## 426 46.98 72.52 258.13 69.19
## 427 20.94 37.75 86.79 20.06
## 428 95.67 109.10 206.75 72.44
## 429 39.06 57.96 170.96 50.44
## 430 48.71 55.98 182.21 62.75
## 431 0.00 23.90 45.23 22.85
## 432 26.17 35.83 72.00 22.22
## 433 41.23 58.46 234.87 59.12
## 434 34.46 66.88 115.46 47.06
## 435 21.31 40.79 142.65 24.17
## 436 44.40 84.04 162.90 54.23
## 437 46.10 64.12 126.77 33.44
## 438 37.19 39.12 240.88 52.96
## 439 131.54 81.77 223.73 81.88
## 440 21.31 40.27 116.12 35.33
## 441 80.46 82.60 187.87 85.62
## 442 125.00 193.31 389.42 217.65
## 443 30.27 26.17 150.71 35.44
## 444 56.56 90.92 195.69 60.33
## 445 10.40 29.15 66.62 19.37
## 446 5.02 32.85 52.15 35.44
## 447 1.29 13.21 44.19 17.38
## 448 29.96 66.08 222.25 108.73
## 449 87.73 105.87 206.31 120.44
## 450 19.19 29.52 109.52 53.35
## 451 0.63 8.48 25.52 24.13
## 452 3.38 15.56 39.21 39.87
## 453 51.62 57.56 276.88 118.46
## 454 14.06 33.02 132.94 32.31
## 455 1.98 13.06 41.69 30.58
## 456 35.54 46.77 162.83 84.56
## 457 17.54 37.60 142.71 64.79
## 458 210.00 251.33 788.77 325.29
## 459 36.58 51.81 109.60 46.52
## 460 110.88 101.37 276.46 181.69
## 461 71.25 105.79 270.25 138.81
## 462 29.16 36.94 180.53 45.82
## 463 82.62 152.08 674.71 301.75
## 464 56.77 84.83 124.17 79.19
## 465 77.96 103.98 153.46 149.83
## 466 89.31 76.63 171.50 135.15
## 467 129.23 122.90 230.73 115.71
## 468 111.71 171.15 536.54 221.37
## 469 5.65 13.83 52.42 10.77
## 470 62.50 94.54 310.27 163.46
## 471 74.04 91.87 214.90 101.44
## 472 87.92 125.51 182.24 105.43
## 473 40.67 60.52 184.33 71.38
## 474 85.98 105.92 229.00 129.81
## 475 17.15 47.58 147.79 74.15
## 476 9.00 35.44 114.75 71.48
## 477 33.02 72.00 183.62 67.44
## 478 92.96 163.73 479.19 211.15
## 479 26.42 41.38 82.33 42.44
## 480 9.52 41.10 65.50 40.42
## 481 57.00 99.67 276.90 121.46
## 482 52.92 71.37 175.19 90.88
## 483 72.15 55.04 169.67 78.60
## 484 66.50 128.79 299.50 103.63
## 485 74.60 68.08 195.94 75.02
## 486 158.77 285.88 815.17 364.63
## 487 109.75 110.12 186.19 146.08
## 488 52.65 76.88 266.25 122.25
## 489 31.27 52.56 146.62 50.65
## 490 53.25 91.27 273.42 94.96
## 491 86.79 121.73 318.35 124.33
## 492 29.94 80.02 296.15 106.21
## 493 37.37 72.48 290.75 98.67
## 494 42.58 65.87 193.04 60.00
## 495 11.67 52.98 132.67 75.96
## 496 187.94 238.44 953.06 338.52
## 497 45.54 71.46 173.00 60.60
## 498 85.65 127.85 403.12 172.44
## 499 44.00 78.29 196.63 89.65
## 500 162.37 471.19 1054.44 390.38
## 501 153.17 109.17 206.35 139.56
## 502 138.52 143.13 390.04 170.52
## 503 86.38 149.88 580.29 227.10
## 504 87.27 183.27 557.54 200.69
## 505 99.65 168.96 376.65 157.17
## 506 55.50 61.50 120.25 65.00
## 507 15.56 62.54 99.15 42.71
## 508 16.56 21.98 75.08 11.75
## 509 12.75 36.48 77.25 27.69
## 510 53.63 136.86 254.04 112.65
## 511 0.71 10.62 28.88 10.87
## 512 80.63 121.83 138.90 73.15
## 513 18.36 45.69 111.38 31.38
## 514 36.60 54.33 87.96 56.52
## 515 1.69 8.46 25.94 12.42
## 516 18.81 36.94 60.25 39.37
## 517 4.46 10.65 23.08 19.13
## 518 20.38 42.58 62.54 41.00
## 519 5.42 17.81 25.23 11.12
## 520 15.60 49.52 103.85 40.23
## 521 40.08 92.12 155.94 88.21
## 522 1.13 33.90 70.92 17.35
## 523 11.33 28.98 73.08 23.50
## 524 26.31 80.19 151.25 59.44
## 525 25.40 48.44 179.71 44.42
## 526 2.62 23.65 33.27 16.88
## 527 0.00 0.00 11.96 0.00
## 528 48.10 96.73 246.48 80.73
## 529 13.69 35.35 71.65 26.27
## 530 32.23 53.81 192.17 72.04
## 531 18.73 33.25 57.92 53.10
## 532 53.71 58.38 72.19 40.19
## 533 26.90 46.33 76.37 27.06
## 534 2.81 32.19 61.46 26.06
## 535 62.63 70.23 131.50 82.13
## 536 26.50 23.96 90.96 43.67
## 537 7.69 33.02 39.25 23.44
## 538 26.15 56.98 127.04 53.87
## 539 20.52 57.12 117.87 34.19
## 540 23.52 54.21 103.71 57.77
## 541 29.31 39.12 55.27 40.96
## 542 7.98 24.23 45.58 15.87
## 543 3.50 25.73 63.23 29.19
## 544 24.02 39.37 70.96 26.96
## 545 15.63 36.73 115.35 24.40
## 546 37.88 76.83 192.79 50.38
## 547 24.67 35.73 81.48 27.33
## 548 41.08 52.42 142.40 34.27
## 549 27.98 37.13 163.92 63.15
## 550 26.12 67.13 222.23 64.87
## 551 22.12 40.54 118.29 22.90
## 552 25.04 27.92 125.35 71.29
## 553 111.37 118.73 343.48 98.10
## 554 40.23 66.65 135.33 44.08
## 555 90.87 138.75 376.56 76.31
## 556 39.12 69.15 181.19 39.65
## 557 5.65 10.48 55.46 16.85
## 558 39.21 41.48 164.79 48.46
## 559 4.73 25.19 74.79 15.56
## 560 3.10 14.21 36.17 0.75
## 561 54.31 83.12 197.67 49.60
## 562 27.69 32.42 114.96 43.29
## 563 6.10 20.38 61.96 10.73
## 564 7.67 23.79 83.40 22.58
## 565 19.98 64.19 162.73 33.67
## 566 24.06 60.58 181.04 43.37
## 567 19.48 39.33 129.00 20.06
## 568 31.37 51.83 154.06 53.00
## 569 40.19 73.88 191.96 37.48
## 570 64.17 84.10 294.69 80.48
## 571 8.29 28.62 73.06 19.10
## 572 93.12 111.12 245.04 76.04
## 573 28.17 60.21 161.08 49.58
## 574 20.23 57.71 167.02 51.04
## 575 23.73 61.12 231.52 38.77
## 576 51.60 105.17 223.87 118.19
## 577 77.33 96.50 191.13 91.90
## 578 11.83 37.58 106.00 26.15
## 579 3.10 28.94 44.77 11.27
## 580 33.56 54.60 101.38 33.58
## 581 5.69 26.21 43.69 27.31
## 582 14.56 43.56 104.10 36.23
## 583 4.38 25.12 55.02 17.88
## 584 0.04 20.69 37.96 8.31
## 585 34.02 58.08 92.29 70.08
## 586 71.31 113.29 396.81 155.12
## 587 83.62 118.19 303.38 122.63
## 588 16.65 30.65 62.38 48.15
## 589 52.87 100.29 246.29 126.10
## 590 20.56 53.50 105.19 69.52
## 591 23.17 65.37 144.17 54.77
## 592 7.58 24.92 50.83 31.54
## 593 50.77 57.37 162.08 64.00
## 594 9.29 27.15 94.79 54.29
## 595 46.50 44.63 96.48 51.25
## 596 27.04 33.67 85.94 48.63
## 597 33.27 45.33 107.29 47.92
## 598 30.60 40.98 107.33 63.75
## 599 29.17 38.60 97.08 54.92
## 600 30.48 80.85 159.35 70.83
## 601 41.60 78.40 161.25 65.13
## 602 20.21 47.31 87.19 41.77
## 603 21.50 52.56 120.42 38.27
## 604 25.77 45.37 149.73 23.75
## 605 80.08 130.13 224.31 107.79
## 606 13.81 31.90 82.35 23.23
## 607 33.63 59.19 131.23 27.73
## 608 36.29 54.37 119.73 48.25
## 609 19.81 52.04 105.65 37.50
## 610 71.58 88.29 234.08 87.73
## 611 46.94 96.25 238.81 56.65
## 612 33.00 66.79 129.96 69.29
## 613 44.87 81.17 210.90 85.37
## 614 33.54 57.42 141.77 83.27
## 615 62.69 90.35 165.37 80.71
## 616 15.85 37.06 83.00 20.96
## 617 31.67 56.44 102.37 44.38
## 618 71.31 157.04 248.40 203.13
## 619 28.69 59.35 166.04 47.13
## 620 34.37 60.17 160.92 32.33
## 621 29.38 65.46 142.44 65.02
## 622 16.69 54.17 94.54 37.96
## 623 28.35 55.96 109.71 58.98
## 624 37.60 82.00 200.42 40.04
## 625 35.79 73.83 182.31 96.56
## 626 24.23 52.54 146.31 32.40
## 627 38.40 89.04 146.02 68.48
## 628 27.69 44.42 151.77 30.08
## 629 9.23 26.71 88.27 42.21
## 630 18.37 36.31 56.13 31.31
## 631 27.96 42.92 97.58 29.15
## 632 35.98 71.46 94.77 47.35
## 633 24.56 64.77 139.71 56.65
## 634 24.00 61.75 196.17 46.37
## 635 27.23 47.35 56.69 54.04
## 636 8.58 25.63 55.02 31.06
## 637 30.90 60.35 101.62 62.27
## 638 26.83 66.08 138.58 70.19
## 639 47.04 79.31 185.02 83.58
## 640 16.21 43.42 107.27 35.27
## 641 32.00 107.92 243.96 45.17
## 642 41.69 53.02 107.77 47.56
## 643 55.10 95.15 117.46 77.38
## 644 28.98 55.48 102.92 39.02
## 645 32.71 76.44 158.83 34.04
## 646 10.87 29.37 68.81 24.98
## 647 0.00 33.83 46.73 27.98
## 648 13.08 30.79 105.29 13.42
## 649 9.17 40.29 75.35 31.60
## 650 2.52 18.77 28.06 14.87
## 651 7.38 38.00 52.27 26.69
## 652 35.58 72.87 186.85 112.98
## 653 64.56 107.19 161.62 74.27
## 654 23.50 53.87 126.25 63.08
## 655 26.52 31.71 78.73 18.69
## 656 5.94 13.19 64.35 12.54
## 657 0.83 6.96 26.00 20.13
## 658 57.44 77.19 151.69 81.54
## 659 56.60 108.21 552.54 66.06
## 660 212.81 314.37 912.13 295.10
## 661 12.13 30.08 104.08 31.25
## 662 24.79 14.67 152.23 57.02
## 663 11.92 25.63 85.19 30.17
## 664 152.00 156.37 491.77 82.42
## 665 109.13 96.08 319.13 102.69
## 666 57.19 62.69 220.94 78.88
## 667 45.06 72.75 119.31 45.69
## 668 84.98 129.65 158.83 87.35
## 669 65.90 76.54 173.00 46.83
## 670 100.42 143.42 580.50 120.67
## 671 30.54 80.40 162.15 79.35
## 672 51.10 74.20 147.31 63.63
## 673 79.13 116.25 368.40 78.65
## 674 11.08 27.83 59.06 23.33
## 675 45.21 50.17 160.35 51.92
## 676 75.02 78.00 168.31 97.21
## 677 62.00 85.08 175.38 87.96
## 678 5.31 21.54 64.75 24.67
## 679 41.71 52.96 163.87 42.46
## 680 30.10 49.87 165.54 64.21
## 681 62.31 107.46 328.94 205.40
## 682 36.48 59.35 178.50 86.98
## 683 48.56 44.38 216.17 113.58
## 684 6.19 16.77 45.63 26.96
## 685 15.77 56.60 107.46 77.33
## 686 152.67 135.00 734.75 273.19
## 687 64.54 78.38 196.38 89.90
## 688 79.13 159.06 467.98 191.12
## 689 25.83 22.33 107.67 53.67
## 690 70.28 109.90 273.00 104.52
## 691 60.25 88.15 253.77 107.92
## 692 42.15 44.23 131.15 60.31
## 693 6.71 15.02 39.85 21.52
## 694 25.62 12.63 109.77 68.67
## 695 14.17 19.77 98.15 29.33
## 696 71.96 99.12 340.44 91.73
## 697 5.67 16.25 46.13 23.54
## 698 40.40 92.54 221.69 116.10
## 699 27.81 54.63 111.04 79.10
## 700 65.13 89.12 243.37 153.04
## 701 82.10 99.46 473.40 116.19
## 702 12.85 28.42 69.42 45.56
## 703 40.90 57.31 207.75 69.75
## 704 37.10 67.30 190.00 75.70
## 705 360.19 336.73 1424.27 342.37
## 706 58.04 50.96 430.27 93.00
## 707 50.94 50.62 255.17 103.67
## 708 71.63 101.19 284.17 115.85
## 709 117.40 156.23 323.27 185.23
## 710 37.62 43.37 267.02 81.40
## 711 128.27 218.48 659.10 208.27
## 712 16.13 32.06 126.10 71.63
## 713 81.90 124.08 223.04 136.00
## 714 139.58 133.73 309.17 174.52
## 715 42.56 52.33 226.00 94.19
## 716 20.53 28.27 107.22 47.82
## 717 59.12 95.83 229.15 120.63
## 718 36.40 73.52 177.23 80.29
## 719 88.77 95.92 266.56 130.58
## 720 96.17 69.77 185.60 133.46
## 721 104.53 135.61 273.51 142.49
## 722 24.83 34.15 74.37 36.13
## 723 2.52 13.60 39.87 8.63
## 724 3.96 21.52 52.71 18.40
## 725 13.72 32.94 59.98 24.09
## 726 14.73 36.27 85.65 44.86
## 727 9.21 33.42 92.58 20.27
## 728 30.73 41.79 232.56 45.71
## 729 15.94 29.81 119.21 29.44
## 730 88.00 102.65 247.46 89.73
## 731 27.67 34.17 92.44 32.60
## 732 28.37 67.81 131.65 44.56
## 733 22.85 40.19 78.73 41.12
## 734 46.98 61.83 166.52 52.17
## 735 5.67 22.21 44.31 7.27
## 736 18.04 49.25 169.54 39.04
## 737 27.06 41.63 217.38 52.85
## 738 11.38 21.25 53.71 15.79
## 739 24.37 58.48 123.00 32.92
## 740 113.98 105.87 167.04 133.37
## 741 51.00 134.67 327.48 108.88
## 742 12.15 34.73 84.90 26.75
## 743 102.50 117.42 405.79 124.77
## 744 0.08 15.37 37.19 15.35
## 745 12.88 23.48 89.21 18.19
## 746 19.23 34.81 131.77 29.69
## 747 6.77 15.19 45.92 15.12
## 748 22.42 39.06 156.87 48.92
## 749 7.88 19.40 73.67 20.65
## 750 9.62 30.06 83.35 42.12
## 751 24.31 50.42 133.96 51.29
## 752 198.42 306.40 792.15 203.65
## 753 16.52 51.31 65.15 41.90
## 754 7.46 34.31 73.29 23.37
## 755 25.06 46.98 161.81 47.25
## 756 19.35 30.77 86.02 32.75
## 757 29.13 54.62 128.98 35.69
## 758 66.54 92.40 230.58 71.15
## 759 99.44 126.88 425.58 108.62
## 760 54.31 117.54 353.42 97.17
## 761 13.96 40.79 117.25 37.58
## 762 14.63 24.42 116.15 26.04
## 763 3.60 17.00 52.38 10.69
## 764 36.06 84.77 255.46 105.79
## 765 24.60 45.35 183.83 50.17
## 766 3.15 32.93 49.00 18.00
## 767 30.15 74.52 110.79 43.27
## 768 14.58 22.52 73.54 32.15
## 769 7.60 26.60 86.15 24.88
## 770 27.44 38.67 93.10 59.35
## 771 38.83 47.79 195.31 37.75n_distinct(df)## [1] 771Brief summary of what you learned.
3 - Convert revenue to numeric
df$revenue = as.numeric(df$revenue)## Warning: NAs introduced by coercionsummary(df$revenue)## Min. 1st Qu. Median Mean 3rd Qu. Max. NA's
## 77.49 2021.90 3004.18 3567.87 4382.71 24686.72 14 - Delete rows with missing values df <- df[complete.cases(df),]
colSums(is.na(df))## store city region
## 0 0 0
## province size revenue
## 0 15 1
## units cost gross_profit
## 0 0 0
## promo_units energy_units regularBars_units
## 0 0 0
## gum_units bagpegCandy_units isotonics_units
## 0 0 0
## singleServePotato_units takeHomePotato_units kingBars_units
## 0 0 0
## flatWater_units psd591Ml_units
## 0 05 - df_low and df_high
From dataframe df, create two dataframes df_low and df_high such that df_low contains data on all the stores with revenue less than the average revenue for the complete data and df_high contains data on all the stores with revenue equal or greater than the average revenue for the complete data. Calculate the average size of the stores in the two dataframes (df_low and df_high) and comment on the relationship between revenue and size of the stores by discussing the two means (just one or two sentences). df_low <- df %>% filter(revenue <=3567) df_high <- df %>% filter(revenue >=3567) summary(df_high) summary(df_low)
df1<-na.omit(df)
df1## store city region province size revenue units
## 1 105 BROCKVILLE ONTARIO ON 496 984.70 470.46
## 2 117 BURLINGTON ONTARIO ON 875 2629.32 1131.38
## 3 122 BURLINGTON ONTARIO ON 691 2786.73 1229.46
## 4 123 BURLINGTON ONTARIO ON 763 2834.49 1257.63
## 5 182 DON MILLS ONTARIO ON 784 4118.36 1949.50
## 7 186 NORTH YORK ONTARIO ON 966 8195.26 3695.46
## 8 194 NORTH YORK ONTARIO ON 710 1981.46 954.29
## 9 227 ETOBICOKE ONTARIO ON 973 4841.67 2185.02
## 10 233 ETOBICOKE ONTARIO ON 967 5435.45 2473.71
## 11 236 ETOBICOKE ONTARIO ON 1001 5340.20 2355.35
## 12 248 GEORGETOWN ONTARIO ON 736 2575.96 1144.69
## 13 259 GORMLEY ONTARIO ON 778 2361.24 1050.83
## 14 272 GUELPH ONTARIO ON 949 2711.20 1138.62
## 15 282 HAMILTON ONTARIO ON 833 1724.54 759.17
## 16 291 STONEY CREEK ONTARIO ON 952 2821.96 1238.08
## 17 333 KANATA ONTARIO ON 318 565.30 270.65
## 18 358 KITCHENER ONTARIO ON 836 5075.03 2179.21
## 19 367 KITCHENER ONTARIO ON 496 465.46 202.67
## 20 396 LONDON ONTARIO ON 796 2314.78 1024.58
## 21 398 LONDON ONTARIO ON 609 1372.67 625.35
## 22 399 LONDON ONTARIO ON 948 3046.68 1365.31
## 23 402 LONDON ONTARIO ON 656 2368.65 1061.88
## 24 409 LONDON ONTARIO ON 734 3210.86 1437.67
## 25 414 LONDON ONTARIO ON 542 1821.12 834.17
## 26 438 UNIONVILLE ONTARIO ON 768 1676.88 766.96
## 27 445 SCARBOROUGH ONTARIO ON 501 1372.87 638.50
## 28 446 MILTON ONTARIO ON 789 1956.49 874.04
## 29 448 MILTON ONTARIO ON 969 4430.77 1945.56
## 30 451 MISSISSAUGA ONTARIO ON 881 4350.28 1980.52
## 31 452 MISSISSAUGA ONTARIO ON 884 4766.71 2183.13
## 32 453 MISSISSAUGA ONTARIO ON 560 2478.80 1102.69
## 33 454 MISSISSAUGA ONTARIO ON 887 2441.33 1080.56
## 34 457 MISSISSAUGA ONTARIO ON 379 2367.62 1273.35
## 35 460 MISSISSAUGA ONTARIO ON 728 2742.16 1236.58
## 36 466 MISSISSAUGA ONTARIO ON 843 3797.34 1678.33
## 37 474 MISSISSAUGA ONTARIO ON 413 1344.45 652.62
## 38 475 MISSISSAUGA ONTARIO ON 763 2549.04 1130.87
## 39 479 MISSISSAUGA ONTARIO ON 759 3628.80 1654.98
## 40 480 MISSISSAUGA ONTARIO ON 967 4081.75 1780.35
## 41 481 MISSISSAUGA ONTARIO ON 793 3472.04 1582.44
## 42 496 NEPEAN ONTARIO ON 905 4153.75 1804.31
## 43 501 NEWMARKET ONTARIO ON 931 2733.71 1181.71
## 44 539 ORLEANS ONTARIO ON 841 3002.95 1351.46
## 45 555 OTTAWA ONTARIO ON 882 6264.74 2730.42
## 46 558 NEPEAN ONTARIO ON 815 3756.79 1659.90
## 47 561 OTTAWA ONTARIO ON 450 1143.80 583.98
## 48 562 NEPEAN ONTARIO ON 776 4465.60 1969.90
## 49 568 NEPEAN ONTARIO ON 765 4422.01 2005.44
## 50 574 OTTAWA ONTARIO ON 429 1445.91 726.10
## 51 575 OTTAWA ONTARIO ON 426 1750.95 849.29
## 52 583 GLOUCESTER ONTARIO ON 941 3438.12 1550.25
## 53 616 PICKERING ONTARIO ON 808 3815.41 1708.06
## 54 619 PICKERING ONTARIO ON 479 870.27 413.54
## 55 632 PORT HOPE ONTARIO ON 962 3275.36 1404.85
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## 741 91391 NEW WESTMINSTER WEST BC 834 7810.20 3385.25
## 742 91397 COQUITLAM WEST BC 723 1896.82 836.75
## 743 91404 NORTH VANCOUVER WEST BC 841 8143.33 3493.31
## 744 91417 TSAWWASSEN WEST BC 297 593.52 295.19
## 745 91437 RICHMOND WEST BC 826 1574.40 715.48
## 746 91445 RICHMOND WEST BC 810 2098.29 933.44
## 747 91450 NANAIMO WEST BC 529 773.52 370.12
## 748 91685 SORRENTO WEST BC 665 2941.21 1240.13
## 749 91762 VANCOUVER WEST BC 512 1247.60 564.48
## 750 91888 VICTORIA WEST BC 641 1865.07 868.96
## 751 91890 CALGARY WEST AB 742 2883.32 1294.69
## 752 91946 VALEMOUNT WEST BC 1089 15618.66 6275.65
## 753 92110 CAMPBELL RIVER WEST BC 660 2273.07 1017.58
## 754 92523 VANCOUVER WEST BC 322 1277.73 595.90
## 755 92529 PORT MOODY WEST BC 842 3174.81 1388.42
## 756 92557 DELTA WEST BC 797 2333.66 1027.71
## 757 92564 SURREY WEST BC 881 2937.11 1264.23
## 758 92575 VICTORIA WEST BC 822 5197.96 2235.63
## 759 92576 VANCOUVER WEST BC 1015 8486.70 3814.65
## 760 92579 NORTH VANCOUVER WEST BC 948 7210.76 3099.81
## 761 92580 VANCOUVER WEST BC 614 2018.95 939.65
## 762 92583 VANCOUVER WEST BC 614 1940.79 875.77
## 763 92586 VANCOUVER WEST BC 379 608.04 295.62
## 764 92589 PRINCETON WEST BC 904 5182.48 2323.46
## 765 92591 BURNABY WEST BC 872 3954.78 1748.50
## 766 94285 UNKNOWN QUEBEC UNKNOWN 343 1121.61 534.63
## 767 95198 SOOKE WEST BC 707 2910.59 1305.92
## 768 95342 MAPLE RIDGE WEST BC 711 1786.36 789.38
## 769 95849 VANCOUVER WEST BC 444 1497.23 703.52
## 770 97250 WINNIPEG WEST MB 723 2093.18 928.54
## 771 98788 VANCOUVER WEST BC 885 3753.52 1644.13
## cost gross_profit promo_units energy_units regularBars_units gum_units
## 1 590.73 393.97 210.23 72.13 38.63 29.29
## 2 1621.58 1007.74 401.46 192.77 75.04 55.85
## 3 1709.45 1077.27 450.04 240.48 93.73 64.27
## 4 1719.61 1114.88 476.83 194.21 99.44 73.25
## 5 2485.83 1632.53 664.71 199.73 175.48 145.81
## 7 5069.99 3125.27 1143.33 419.19 271.58 212.42
## 8 1172.38 809.08 300.87 135.87 44.12 117.69
## 9 2995.62 1846.06 657.31 248.42 175.35 111.67
## 10 3315.70 2119.76 868.54 319.12 187.06 156.81
## 11 3528.08 1812.12 735.56 377.44 181.73 150.87
## 12 1603.54 972.43 454.08 228.44 85.85 73.98
## 13 1372.06 989.18 367.48 150.37 95.79 52.13
## 14 1686.44 1024.76 393.96 222.31 89.27 58.98
## 15 1082.18 642.36 318.44 124.37 58.31 38.60
## 16 1768.16 1053.80 428.08 209.79 93.62 55.50
## 17 345.12 220.18 90.40 54.56 24.27 23.38
## 18 3118.37 1956.66 790.52 413.02 155.42 136.19
## 19 288.30 177.15 68.15 38.25 16.73 10.21
## 20 1484.01 830.77 483.96 196.63 102.71 43.69
## 21 857.48 515.18 287.71 129.60 52.40 40.71
## 22 1965.10 1081.58 600.40 156.37 153.90 56.40
## 23 1504.90 863.75 494.10 187.92 101.25 52.02
## 24 2008.04 1202.82 580.10 231.52 113.79 88.56
## 25 1157.46 663.66 410.12 184.77 72.52 66.35
## 26 1009.17 667.71 283.77 86.62 66.87 56.87
## 27 820.63 552.25 202.38 81.00 62.83 50.08
## 28 1184.06 772.44 307.27 139.12 83.56 64.92
## 29 2700.45 1730.32 685.00 326.69 166.12 92.38
## 30 2693.34 1656.94 728.87 283.54 152.02 118.37
## 31 2882.67 1884.04 750.69 343.42 174.29 142.62
## 32 1523.42 955.38 421.38 207.79 75.98 70.37
## 33 1516.95 924.38 416.42 181.33 114.60 64.77
## 34 1415.84 951.78 404.46 205.71 123.29 147.77
## 35 1676.00 1066.16 415.85 184.46 124.94 70.40
## 36 2311.43 1485.91 578.62 280.54 167.96 108.75
## 37 832.84 511.61 302.50 125.96 61.10 36.63
## 38 1534.46 1014.58 358.12 156.52 100.46 72.12
## 39 2180.60 1448.20 518.08 233.00 121.75 99.29
## 40 2579.87 1501.88 748.50 311.62 161.25 101.08
## 41 2109.93 1362.11 542.40 241.29 133.50 102.42
## 42 2577.45 1576.30 615.37 241.65 156.38 101.56
## 43 1704.14 1029.57 457.60 205.06 100.12 70.06
## 44 1901.28 1101.67 571.00 235.08 114.35 77.60
## 45 3889.55 2375.18 897.83 297.02 232.46 96.15
## 46 2369.64 1387.15 663.98 330.63 139.54 82.06
## 47 702.59 441.21 247.65 93.12 63.58 40.02
## 48 2763.15 1702.46 738.52 312.40 194.92 88.58
## 49 2746.36 1675.65 749.38 261.04 187.67 106.27
## 50 893.79 552.13 323.27 88.65 99.02 67.87
## 51 1077.45 673.50 358.15 102.73 100.77 53.06
## 52 2185.83 1252.28 616.46 241.31 133.12 96.04
## 53 2349.28 1466.13 662.13 268.54 145.54 107.50
## 54 522.67 347.60 127.48 80.96 30.19 33.81
## 55 2053.21 1222.16 570.33 223.38 116.73 72.77
## 56 2066.16 1304.75 655.13 199.06 162.21 120.87
## 57 1656.08 1051.02 519.04 201.19 102.73 99.12
## 58 1409.13 933.46 297.88 147.69 84.10 62.79
## 59 1607.61 1021.87 375.15 134.58 93.73 50.98
## 60 1479.77 931.56 469.85 171.94 107.46 79.42
## 61 1221.40 809.37 345.58 135.44 87.04 69.73
## 62 1871.10 1272.51 492.85 197.88 117.33 104.52
## 63 1777.82 1150.93 553.19 170.21 128.29 101.90
## 64 997.74 623.32 295.67 134.06 73.42 57.38
## 65 649.71 423.16 225.96 95.83 61.08 47.83
## 66 2168.92 1295.05 593.58 318.25 111.15 83.23
## 67 1229.05 726.08 445.02 146.44 89.75 64.46
## 68 271.36 157.74 78.00 50.13 11.62 7.02
## 69 1801.93 1204.51 440.33 156.02 121.94 99.62
## 70 1519.51 968.13 426.56 192.08 81.02 69.25
## 71 3142.57 1959.07 790.75 196.62 259.04 122.33
## 72 1521.45 862.04 352.33 114.12 89.25 78.19
## 73 3440.90 2311.37 826.48 326.12 164.37 211.15
## 74 2625.01 1744.23 671.35 253.79 150.81 151.08
## 75 1411.32 941.74 337.90 159.50 95.38 107.40
## 76 1434.81 968.78 377.90 128.77 86.23 87.29
## 77 1691.97 1039.62 506.58 204.83 109.23 92.62
## 78 2104.15 1379.40 549.29 228.92 139.56 119.42
## 79 1566.53 993.59 450.85 180.31 96.87 135.42
## 80 1581.96 1089.72 435.62 186.79 106.23 119.83
## 81 1064.87 632.74 373.29 149.77 86.54 52.06
## 82 304.30 195.40 74.46 38.96 19.62 11.77
## 83 2073.72 1312.62 597.75 234.73 127.62 94.81
## 84 1469.48 963.54 411.17 133.48 97.77 79.56
## 85 1626.02 949.68 425.40 142.06 79.35 56.08
## 86 3092.05 2074.10 732.96 352.19 165.73 162.37
## 87 1843.41 1185.78 510.25 162.23 155.23 115.94
## 88 901.82 563.49 389.27 151.41 104.24 72.98
## 89 939.78 578.94 217.08 81.42 90.67 35.75
## 90 1564.73 962.36 440.27 164.19 118.67 81.38
## 91 1031.13 654.78 330.48 139.77 100.94 74.90
## 92 1738.47 1064.40 410.04 247.56 90.08 69.27
## 93 1793.96 1105.21 448.21 255.63 83.12 122.17
## 94 918.95 598.50 270.60 94.94 62.54 61.94
## 95 1878.54 1160.72 634.50 222.29 145.94 82.85
## 96 2205.25 1370.67 591.13 275.67 117.75 114.50
## 97 1494.04 836.89 506.54 221.33 109.38 70.85
## 98 1492.34 898.95 457.77 171.58 92.60 65.75
## 99 1160.14 724.62 335.90 146.92 85.37 58.25
## 100 2572.95 1619.19 643.90 244.35 141.40 110.25
## 101 1058.49 686.14 309.02 104.00 68.90 53.08
## 102 721.25 433.07 203.90 48.52 57.04 26.04
## 103 1199.10 775.34 268.46 118.17 68.06 42.77
## 104 3393.54 2004.73 982.38 365.90 185.77 104.98
## 105 405.95 255.96 134.88 52.83 41.62 28.10
## 106 1674.21 1073.05 412.48 194.38 102.00 111.85
## 107 1717.85 1072.45 471.37 198.71 128.21 89.25
## 108 2611.65 1550.43 697.37 324.56 152.94 110.77
## 109 1278.75 762.39 380.94 148.69 85.40 60.88
## 110 472.99 305.30 123.00 70.21 20.60 23.83
## 111 1546.95 1049.18 359.42 196.50 73.19 51.92
## 112 2609.01 1728.46 611.17 273.27 123.17 83.77
## 113 2610.60 1596.89 693.71 306.25 177.96 76.65
## 114 2066.55 1406.23 450.46 172.19 96.12 50.06
## 115 2565.22 1661.33 698.98 226.13 125.29 71.12
## 116 1995.27 1331.82 426.35 198.75 98.60 71.48
## 117 1759.72 1186.84 505.37 201.55 96.22 74.41
## 118 1563.99 1004.46 412.63 219.85 103.35 68.29
## 119 1134.23 791.40 283.12 119.67 37.42 29.08
## 120 4780.12 2867.41 1009.96 445.35 231.42 87.56
## 121 1375.59 812.45 455.25 136.83 99.83 59.73
## 122 1846.30 1165.83 584.35 236.98 78.83 71.77
## 123 4450.82 2760.18 942.83 284.52 288.79 99.69
## 124 3959.91 2630.41 744.52 392.46 155.67 127.42
## 125 4184.11 2705.31 1099.96 353.88 195.37 110.71
## 126 3987.11 2342.87 884.25 349.21 181.85 93.60
## 127 1226.96 762.75 364.88 144.69 92.19 45.90
## 128 2306.72 1453.76 734.81 273.25 145.50 66.13
## 129 793.92 556.21 165.75 46.77 59.94 38.06
## 130 1436.26 905.29 367.73 123.90 75.54 52.46
## 131 454.98 290.89 119.38 42.46 26.48 22.75
## 132 2537.86 1484.04 652.77 238.98 113.85 86.52
## 133 1564.74 1013.86 395.23 158.40 87.79 53.73
## 134 3201.91 2089.28 648.54 229.25 125.50 124.50
## 135 6753.83 4814.99 1762.65 520.42 323.04 168.44
## 136 4465.17 2824.60 904.81 314.88 245.06 94.48
## 137 852.88 575.24 263.96 86.62 40.46 36.90
## 138 935.79 649.56 228.58 79.98 45.12 24.73
## 139 3394.49 2198.22 753.08 435.98 180.56 146.60
## 140 3520.92 2260.96 964.87 306.54 159.37 112.50
## 141 5316.43 3069.17 1232.17 446.62 252.25 96.13
## 142 1328.40 875.34 306.90 170.21 64.58 47.65
## 143 2106.21 1246.06 578.67 209.46 138.81 53.73
## 144 1293.95 807.62 320.48 164.71 79.77 47.48
## 145 6414.21 4500.94 1251.58 382.60 356.12 85.60
## 146 1728.31 1016.10 424.02 142.65 97.50 62.58
## 147 621.39 414.13 154.35 64.44 29.48 32.19
## 148 10644.28 7315.88 2091.77 1221.50 384.88 160.88
## 149 789.38 478.70 225.46 69.19 55.12 39.48
## 150 1789.59 1135.67 520.00 193.92 123.17 63.79
## 151 452.57 307.28 103.17 47.79 24.48 22.65
## 152 293.74 175.75 82.00 18.71 22.53 10.12
## 153 915.34 586.86 235.46 95.13 61.75 37.65
## 154 1975.39 1148.61 423.08 264.46 88.46 45.92
## 155 509.89 331.41 146.56 46.73 36.40 30.81
## 156 1009.52 613.02 320.81 110.73 76.25 39.29
## 157 2111.10 1309.99 641.42 225.77 148.50 70.02
## 158 707.80 443.70 190.62 51.40 54.75 33.08
## 159 1718.56 1267.38 460.13 137.87 112.31 36.65
## 160 6879.04 4276.03 1843.15 704.02 302.31 126.77
## 161 2699.10 1735.60 765.94 232.69 165.33 77.88
## 162 870.59 601.81 178.29 63.40 49.31 49.83
## 163 2132.52 1300.45 599.75 201.12 110.46 48.10
## 164 1392.69 838.76 402.42 203.94 87.21 61.00
## 165 2221.85 1309.42 666.96 354.92 118.42 81.65
## 166 1069.82 654.93 352.17 150.10 75.44 51.21
## 167 2636.47 1688.39 703.54 274.50 181.23 102.48
## 168 487.68 310.33 179.92 69.65 46.50 29.88
## 170 2879.19 2065.93 736.02 276.53 137.18 80.16
## 171 1440.83 973.84 366.06 119.10 94.21 56.48
## 172 732.58 461.94 273.23 112.38 52.67 55.40
## 174 700.84 415.40 300.25 136.12 53.87 53.23
## 175 353.64 221.79 101.50 54.25 34.10 22.48
## 176 1547.48 933.23 482.44 204.13 107.02 65.19
## 178 809.44 478.51 264.71 161.15 50.48 36.96
## 179 1015.70 595.19 339.65 164.00 61.31 50.19
## 180 854.82 538.03 266.79 90.21 78.31 37.63
## 181 2437.29 1529.56 821.46 227.54 167.88 86.40
## 183 720.59 449.22 256.12 90.77 72.46 32.87
## 184 1051.63 660.09 336.72 149.30 65.30 39.28
## 185 2319.13 1554.22 635.27 207.00 150.63 175.52
## 186 187.64 109.55 80.63 14.90 25.79 32.15
## 187 1968.83 1257.99 530.77 255.63 138.48 79.94
## 188 1656.93 1060.87 456.10 190.60 133.31 77.62
## 189 1577.76 1008.20 402.29 163.23 115.87 65.69
## 190 2092.35 1365.65 639.94 280.48 153.88 97.25
## 192 530.14 371.94 179.52 73.83 52.81 37.15
## 194 2481.79 1576.95 751.10 333.90 145.63 107.96
## 197 1618.50 1070.85 407.02 165.31 105.85 91.12
## 199 1961.37 1210.07 546.40 161.29 108.37 65.10
## 200 1903.67 1108.61 548.98 221.90 109.08 82.67
## 201 1175.90 715.48 350.79 181.48 118.48 77.04
## 202 2276.85 1229.95 682.69 296.10 110.65 84.87
## 203 828.06 535.65 228.69 101.42 55.79 36.10
## 205 1980.85 1233.59 574.40 269.15 109.04 80.27
## 206 1678.40 1032.41 470.81 184.13 83.94 61.46
## 207 1245.57 726.32 356.92 202.40 75.79 44.94
## 208 531.01 326.51 214.71 57.75 69.87 33.27
## 209 1696.15 1000.68 565.87 241.65 103.00 64.92
## 210 1377.98 806.49 414.77 171.21 77.21 63.98
## 211 1581.65 869.75 471.81 185.54 102.00 53.42
## 212 981.42 535.54 343.54 128.81 59.92 35.60
## 213 1950.36 1124.49 571.35 218.06 116.52 48.13
## 214 1707.58 1111.28 481.65 242.50 89.65 95.08
## 215 2599.10 1440.06 450.62 412.09 96.72 72.09
## 216 1653.27 982.92 347.50 134.50 99.38 59.94
## 217 2983.46 1874.70 822.92 573.94 144.52 165.42
## 218 1979.36 1228.26 623.08 330.35 124.94 160.56
## 219 1385.12 905.45 373.10 184.38 96.73 79.10
## 220 2165.02 1412.52 615.98 333.94 111.12 132.37
## 221 1393.83 870.63 412.02 298.92 75.37 88.79
## 222 2225.35 1565.26 699.08 335.27 136.13 97.69
## 223 2414.42 1448.87 651.38 489.27 119.31 103.56
## 224 5140.70 3759.57 1146.98 561.13 292.00 183.42
## 225 4505.16 3285.78 991.21 551.62 260.83 178.33
## 226 2653.18 1575.16 662.94 379.27 122.13 123.13
## 227 1199.57 721.79 409.74 138.12 75.32 60.74
## 228 2605.50 1491.28 835.19 306.04 244.00 61.77
## 229 1636.38 1032.46 394.83 154.92 122.38 57.12
## 230 1213.33 753.14 331.48 150.23 88.33 46.46
## 231 1974.87 1127.79 524.15 184.08 144.31 50.13
## 232 1495.20 898.34 342.00 171.17 90.42 33.69
## 233 1427.68 875.73 378.81 148.38 95.65 48.13
## 234 4417.72 2760.09 1277.67 468.85 270.40 136.67
## 235 1969.05 1119.55 558.06 272.90 129.21 55.13
## 236 3111.52 1733.54 843.71 400.42 181.04 80.88
## 237 1630.48 961.13 468.48 173.65 106.12 63.56
## 238 1938.08 1239.31 466.62 226.96 98.69 115.44
## 239 1459.06 931.73 351.94 234.60 91.06 64.37
## 240 3266.43 2291.95 888.96 536.79 144.00 171.33
## 241 2188.78 1338.36 649.60 481.81 103.50 99.71
## 242 2588.02 1707.35 764.27 365.88 147.77 162.94
## 243 2400.09 1400.96 660.92 337.81 123.71 109.63
## 244 2736.09 1905.69 596.49 323.51 156.31 159.96
## 245 3386.81 2096.46 897.94 519.21 178.73 133.38
## 246 2847.96 1804.24 728.17 359.02 160.94 116.17
## 247 342.44 244.54 126.21 48.69 27.75 34.10
## 248 4306.05 3058.10 927.04 386.35 238.75 164.98
## 249 2585.15 1797.74 590.38 299.83 157.15 115.83
## 250 4898.79 3420.77 1245.29 621.33 362.54 163.37
## 251 2214.84 1484.10 573.10 300.73 165.19 186.19
## 252 1008.20 673.53 279.77 149.60 58.75 54.90
## 253 877.91 608.38 227.67 170.39 55.67 57.71
## 254 1556.20 997.94 386.35 244.81 79.85 85.65
## 255 729.39 500.60 197.92 134.27 39.81 49.33
## 256 1549.37 1062.79 387.92 203.52 97.19 93.21
## 257 1677.85 1067.43 474.38 290.65 80.10 97.13
## 258 1652.35 1126.11 423.75 208.52 98.40 94.46
## 259 2125.66 1403.89 456.40 289.15 117.00 102.19
## 260 2799.65 1703.38 775.69 481.67 126.73 157.92
## 261 3961.60 2492.03 984.12 593.81 206.02 175.00
## 262 1319.12 831.61 368.92 231.54 80.21 94.77
## 263 1373.96 868.69 400.00 225.50 98.35 74.56
## 264 1261.32 812.47 318.90 171.35 92.63 75.52
## 265 1227.53 745.20 437.02 237.62 80.42 74.17
## 266 1307.81 846.80 410.37 215.27 94.00 77.19
## 267 1679.11 1146.71 435.77 282.33 114.69 123.29
## 268 3267.76 2137.59 829.67 445.17 187.83 151.40
## 269 2428.77 1634.15 532.04 264.67 130.58 113.19
## 270 1331.17 889.43 378.04 215.92 93.13 63.58
## 271 1612.46 1047.99 417.44 237.88 85.35 91.06
## 272 1843.08 1137.37 536.06 351.33 92.46 106.50
## 273 1711.21 1016.34 559.60 315.92 101.56 88.52
## 274 359.92 245.77 109.17 61.25 36.85 49.52
## 275 2079.59 1251.28 549.46 265.54 117.33 87.38
## 276 2266.72 1488.11 513.50 273.63 128.31 99.00
## 278 3094.14 2083.48 732.06 389.44 157.50 153.00
## 279 1191.68 767.09 345.51 187.90 68.12 87.53
## 280 943.38 616.83 246.65 142.73 67.00 60.44
## 281 2234.71 1515.05 518.79 330.65 105.81 110.90
## 282 4607.93 2965.09 1315.77 871.37 188.62 168.19
## 283 1417.90 967.37 410.33 250.02 74.52 77.87
## 284 1217.77 758.31 356.08 205.44 63.73 71.83
## 285 2594.40 1519.97 697.06 445.67 102.31 115.23
## 286 2871.31 1783.74 753.33 437.94 132.60 144.27
## 287 2552.55 1535.07 739.21 411.63 140.12 109.54
## 288 2584.91 1575.43 765.00 417.94 123.94 151.96
## 289 2999.13 1763.88 854.25 563.02 140.83 121.60
## 290 1360.77 869.24 372.42 249.44 69.67 68.15
## 291 2020.52 1185.28 747.96 410.73 147.65 133.46
## 292 1817.78 1176.26 529.19 277.90 124.37 113.37
## 293 2130.17 1528.42 784.06 315.60 168.23 219.71
## 294 4288.24 3055.01 1216.75 456.80 271.29 185.73
## 295 1708.14 1069.24 475.40 313.96 101.85 87.08
## 296 3464.92 2179.10 958.67 562.19 156.42 186.06
## 297 3556.41 2162.88 883.92 546.44 152.65 152.42
## 298 3140.30 1872.88 814.02 415.88 155.87 134.94
## 299 4004.49 2475.81 813.83 286.46 201.35 100.17
## 300 3795.51 2518.85 971.87 725.12 160.00 130.17
## 301 544.20 383.27 103.17 78.06 38.77 39.73
## 302 1592.26 968.02 507.19 314.17 85.10 104.17
## 303 1809.87 1170.79 452.62 267.87 105.88 88.56
## 304 1868.81 1080.54 563.21 365.04 84.48 97.85
## 305 3561.14 2193.40 986.90 392.52 253.04 169.71
## 306 3940.69 2439.35 1167.92 776.65 209.83 212.50
## 307 2809.79 1717.79 832.58 497.15 152.17 108.85
## 308 2449.87 1458.94 586.75 291.00 134.31 70.27
## 309 2066.73 1245.72 571.87 384.94 96.52 122.33
## 310 2758.24 1709.18 927.12 516.38 135.58 225.81
## 311 1801.33 1164.35 604.90 327.35 95.27 115.13
## 312 2813.25 1584.36 687.38 268.25 168.31 80.29
## 313 1051.69 606.91 328.27 141.79 79.17 45.02
## 314 2073.66 1414.73 592.90 305.35 110.85 111.25
## 315 910.68 579.82 295.90 199.58 50.23 74.92
## 316 2455.60 1517.91 671.08 370.27 138.40 118.98
## 317 2830.60 1680.46 790.29 228.62 283.08 72.35
## 318 3316.07 2083.61 892.10 439.62 164.19 230.38
## 319 3312.98 2043.24 814.96 469.48 147.37 171.31
## 320 1874.88 1116.18 522.25 214.98 101.33 89.56
## 321 1503.57 925.03 411.81 273.56 74.38 96.42
## 322 1264.09 890.78 326.83 196.79 79.69 62.15
## 323 740.25 436.87 229.82 84.95 73.14 29.36
## 324 1542.82 947.01 481.00 142.38 106.72 61.84
## 325 2330.77 1409.46 659.79 445.42 116.19 136.60
## 326 3609.15 2406.29 1042.73 527.63 245.29 115.65
## 327 2549.85 1708.21 816.54 491.71 102.79 158.77
## 328 1774.36 1018.35 536.52 303.35 91.85 66.17
## 329 3539.31 2255.95 928.77 594.00 196.92 232.92
## 330 1295.32 777.18 425.23 290.60 56.46 85.21
## 331 2874.30 1923.61 715.38 444.73 142.69 169.85
## 332 5165.91 3444.90 1398.79 968.50 220.85 197.08
## 333 2297.41 1418.98 791.77 258.87 150.83 89.31
## 334 3256.20 2273.80 845.90 470.51 184.00 142.24
## 335 4049.45 2605.09 1002.83 548.63 198.65 318.69
## 336 2381.49 1469.55 742.50 479.02 124.00 146.54
## 337 2202.94 1414.88 601.92 345.10 127.02 132.23
## 338 3045.51 2056.45 945.85 599.73 148.37 161.77
## 339 4462.85 3107.52 1174.92 565.44 207.42 215.23
## 340 3401.82 2133.27 881.81 426.31 189.23 176.71
## 341 2761.70 1742.16 792.02 522.98 96.62 111.77
## 342 1034.80 647.71 336.27 164.12 62.29 55.04
## 343 1020.81 661.85 254.04 150.15 78.13 60.96
## 344 3373.79 2134.27 805.79 547.10 163.06 150.40
## 345 2169.39 1357.36 618.06 351.75 110.46 137.31
## 346 1768.70 1116.26 494.77 308.64 70.86 110.98
## 347 4502.33 2713.17 1113.81 423.00 261.94 133.77
## 348 3139.70 2047.79 905.79 420.88 181.54 90.90
## 349 2732.74 1616.11 826.46 490.15 153.58 146.12
## 350 2090.72 1343.53 525.92 289.25 174.10 68.71
## 351 2575.85 1675.15 616.15 378.15 154.44 92.63
## 352 1423.29 918.11 406.48 194.98 90.27 82.75
## 353 2109.64 1330.76 641.23 293.96 165.00 89.67
## 354 2392.69 1672.26 609.67 222.67 184.71 110.46
## 355 3901.57 2238.84 1229.04 688.17 208.58 180.54
## 356 2375.62 1452.69 658.85 347.77 136.40 124.17
## 357 2456.23 1471.96 765.29 307.23 172.90 155.77
## 358 2126.56 1424.15 587.60 253.85 133.44 118.04
## 359 649.05 479.11 162.21 77.04 55.96 47.17
## 360 2144.37 1341.11 562.92 283.94 156.13 109.77
## 361 1104.73 629.51 364.25 141.19 65.37 53.58
## 362 1525.76 862.52 457.50 228.42 73.00 66.98
## 363 1718.55 1109.82 465.13 166.42 86.71 67.56
## 364 1342.19 767.87 461.44 161.15 117.44 56.21
## 365 1053.98 658.66 375.37 149.50 81.56 64.79
## 366 2014.13 1277.04 555.35 275.42 114.17 97.63
## 367 1363.96 867.29 323.35 175.25 79.23 63.00
## 368 1707.89 1125.33 522.75 141.42 134.19 79.38
## 369 879.44 526.19 278.46 116.46 49.79 44.50
## 370 1142.11 700.92 378.75 151.29 79.15 62.23
## 371 655.66 420.60 203.54 86.42 61.73 46.65
## 372 523.87 302.10 210.15 80.37 41.54 36.13
## 373 2808.03 1716.08 758.10 326.73 151.04 119.87
## 374 1857.05 1102.23 572.29 303.54 88.21 86.79
## 375 803.73 504.78 254.00 130.19 58.77 49.38
## 376 1191.64 749.22 336.15 186.08 63.52 58.87
## 377 2326.34 1353.88 725.98 319.69 132.13 105.83
## 378 494.50 325.85 135.96 88.19 36.71 36.87
## 379 427.21 293.25 143.10 52.94 46.48 41.37
## 380 1400.17 876.28 361.31 174.92 88.02 66.83
## 381 539.36 339.66 191.44 65.00 54.87 43.54
## 382 2082.17 1377.30 657.44 191.31 172.06 144.00
## 383 602.24 412.37 165.08 81.65 43.63 51.65
## 384 2003.02 1277.66 482.12 286.73 90.31 83.85
## 386 1603.49 1011.72 398.00 158.88 106.19 67.40
## 387 627.80 382.87 162.90 82.48 31.60 28.77
## 388 1773.75 1150.47 466.58 215.02 112.81 70.13
## 389 2069.25 1355.39 598.46 298.00 138.60 128.96
## 390 2223.54 1382.89 623.37 249.02 172.87 113.12
## 391 1964.34 1277.81 543.25 236.31 150.73 102.96
## 392 1012.96 590.85 313.52 132.96 69.29 45.04
## 393 2063.27 1363.31 561.13 213.33 131.58 164.92
## 394 896.51 538.80 303.04 104.12 58.37 69.00
## 395 1366.10 870.50 368.02 154.96 93.65 66.85
## 396 395.33 261.84 136.02 47.69 41.04 27.65
## 397 1174.62 771.91 335.77 108.23 80.33 60.38
## 398 1546.65 945.28 468.23 170.63 132.19 69.81
## 399 1734.51 1130.97 435.02 156.69 124.37 87.27
## 400 1987.42 1190.90 580.63 238.92 165.92 105.65
## 401 2032.94 1276.99 547.13 247.00 158.04 105.92
## 402 989.51 600.46 237.08 106.94 69.29 49.56
## 403 1733.59 1120.01 418.63 146.13 129.65 72.56
## 404 1619.30 1060.08 485.92 204.96 102.71 65.29
## 405 2216.92 1430.59 569.58 287.52 155.35 74.42
## 406 2211.04 1341.40 556.23 264.85 119.12 70.33
## 407 2772.68 1791.79 650.77 267.81 179.83 110.35
## 408 926.26 555.10 279.81 113.79 47.25 60.37
## 409 2578.38 1555.71 784.17 408.02 108.98 114.02
## 410 2263.65 1427.58 642.44 296.02 166.13 134.65
## 411 1732.92 1020.40 460.69 252.19 89.15 69.85
## 412 2210.78 1324.31 642.10 309.06 138.42 97.60
## 413 1425.12 899.00 353.60 169.69 94.29 66.15
## 414 1730.56 1137.80 399.19 202.81 105.87 97.04
## 415 2237.27 1391.22 619.12 262.52 148.17 88.35
## 416 1814.18 1198.42 442.10 184.75 122.98 115.54
## 417 1672.72 1032.45 479.04 195.27 148.31 107.77
## 418 2453.04 1414.34 683.21 392.52 127.19 102.40
## 419 2568.21 1605.11 678.79 275.27 159.44 99.00
## 420 2869.40 1765.33 842.94 296.56 146.92 98.38
## 421 2989.69 1825.41 774.33 453.12 164.19 135.81
## 422 1597.16 1031.22 430.06 207.54 80.58 76.50
## 423 1701.05 1077.56 453.17 169.79 124.50 83.85
## 424 2232.06 1293.56 633.13 275.88 107.56 63.12
## 425 2523.14 1668.99 571.69 248.71 133.90 118.75
## 426 3563.38 2263.09 870.33 489.60 194.13 120.65
## 427 1246.92 808.28 328.29 120.79 94.58 69.27
## 428 3579.09 2260.77 882.98 284.35 262.88 131.40
## 429 2557.37 1595.52 707.48 321.63 161.56 104.15
## 430 2777.53 1763.12 732.21 310.94 176.27 138.77
## 431 512.57 331.98 157.67 58.31 39.62 38.67
## 432 1372.03 828.36 276.22 153.33 69.17 66.44
## 433 3217.60 2046.92 837.02 382.40 177.79 133.75
## 434 2221.94 1308.48 582.60 300.71 109.58 91.54
## 435 1548.02 1056.91 371.58 157.02 77.21 108.98
## 436 2877.32 1792.98 684.81 402.27 162.10 111.88
## 437 2074.07 1291.28 532.77 177.85 132.92 89.77
## 438 2851.29 1873.85 667.96 303.96 170.96 109.98
## 439 3736.37 2299.19 658.33 264.96 216.56 104.58
## 440 1381.90 879.01 380.10 187.06 81.04 45.33
## 441 3460.75 2183.96 797.79 357.85 208.96 127.81
## 442 6080.34 3971.38 1664.83 616.15 374.56 199.48
## 443 1866.06 1169.39 561.87 183.19 149.65 93.46
## 444 2396.90 1507.45 492.65 233.96 121.42 105.02
## 445 693.25 469.89 174.21 69.73 54.08 36.52
## 446 822.19 489.88 220.25 110.21 53.88 40.00
## 447 346.21 232.68 102.23 38.25 37.83 15.02
## 448 2709.02 1719.29 613.27 331.48 170.40 99.85
## 449 3647.25 2318.68 654.21 269.40 198.88 113.46
## 450 1459.62 946.80 352.38 156.44 89.19 52.12
## 451 273.43 189.18 54.25 26.33 13.42 15.42
## 453 3140.33 2095.75 822.31 275.46 153.58 96.50
## 454 1433.03 950.16 352.48 169.27 60.54 65.67
## 455 439.56 276.00 183.23 63.02 36.71 32.38
## 456 2007.61 1222.89 433.48 167.56 83.10 59.85
## 457 1730.86 1177.09 413.90 188.60 114.44 91.85
## 458 9840.73 6425.77 2157.38 862.62 464.48 217.46
## 459 1945.95 1138.06 525.25 222.23 113.48 66.44
## 460 5171.07 3170.45 984.69 510.75 180.83 125.52
## 461 4033.08 2516.60 817.94 459.44 172.54 90.13
## 462 1604.92 1086.48 467.84 143.37 77.39 52.16
## 463 7823.15 5236.38 1795.42 956.90 336.04 130.25
## 464 2486.13 1580.50 695.67 210.21 147.13 54.33
## 465 3521.60 2175.77 823.75 312.65 158.63 80.60
## 466 3901.19 2401.69 674.58 395.40 144.56 97.56
## 467 4071.06 2492.04 1175.17 295.19 253.63 75.04
## 468 6372.54 4333.97 1653.19 693.56 271.21 165.23
## 469 460.05 314.49 117.50 30.75 23.10 19.25
## 470 4851.15 3141.17 1367.63 821.87 180.75 136.33
## 471 3440.99 2122.96 948.23 310.75 222.19 115.73
## 472 3910.41 2366.29 1166.00 362.63 245.94 114.39
## 473 2346.32 1508.31 553.81 259.33 127.62 81.29
## 474 4467.40 2747.29 955.25 537.96 182.60 148.10
## 475 1881.51 1226.71 449.38 234.52 120.77 101.71
## 476 1667.38 1094.40 432.31 205.42 76.96 68.21
## 477 2556.34 1581.92 708.94 314.75 150.96 111.77
## 478 6151.06 3885.93 1260.96 692.02 200.33 155.73
## 479 1268.21 767.83 344.54 122.96 88.46 53.56
## 480 928.00 688.52 25.46 85.02 38.10 23.92
## 481 3506.87 2233.82 763.73 436.65 140.81 93.58
## 482 2965.43 1888.73 779.60 367.21 143.98 76.94
## 483 2896.61 1687.64 833.00 291.33 169.58 111.31
## 484 4094.51 2636.06 844.50 461.88 186.88 116.75
## 485 3498.42 2199.78 970.37 344.73 226.42 119.33
## 486 10991.09 7310.31 2258.13 1229.73 491.63 211.71
## 487 4465.54 2770.00 862.92 384.56 243.04 126.17
## 488 3001.18 1937.51 650.42 302.27 119.92 76.92
## 489 2040.88 1292.91 479.37 242.04 116.98 75.15
## 490 3896.33 2407.48 872.83 605.38 142.52 103.56
## 491 4663.54 2978.22 1074.56 456.44 252.79 164.63
## 492 3047.65 1953.53 778.38 412.83 136.56 108.48
## 493 3177.15 1962.73 830.75 432.63 107.83 90.56
## 494 2464.19 1564.25 566.81 269.38 120.12 68.65
## 495 1883.17 1417.22 48.33 206.94 64.52 31.29
## 496 10663.45 7403.98 2109.54 883.33 487.48 241.52
## 497 2240.60 1422.04 472.31 184.19 125.21 81.15
## 498 4885.33 3074.89 1062.69 546.73 186.52 123.98
## 499 2961.76 1933.35 532.90 363.75 101.63 86.12
## 500 12926.21 8346.39 3116.50 1576.27 580.94 205.50
## 501 4896.94 2986.20 1172.52 449.90 182.60 121.85
## 502 7257.39 4569.88 1525.83 828.85 379.42 188.37
## 503 6204.84 4113.01 1353.02 754.63 285.75 134.58
## 504 6043.82 4136.15 1410.23 574.81 268.69 121.60
## 505 6479.03 4093.90 1410.12 898.62 285.17 150.98
## 506 1762.05 1010.40 353.50 156.00 51.75 37.75
## 507 1643.88 966.93 558.65 218.52 137.52 64.63
## 508 780.27 509.50 241.96 83.40 64.54 26.33
## 509 1213.08 770.65 349.40 172.17 79.38 60.31
## 510 3365.34 2270.29 825.82 329.61 240.22 103.04
## 511 308.61 197.69 95.90 59.00 14.56 19.83
## 512 3124.16 1834.19 907.98 333.79 182.40 103.19
## 513 1304.32 837.12 411.03 171.08 92.46 50.95
## 514 2081.48 1166.04 654.62 368.67 114.90 91.46
## 515 372.68 218.46 149.31 58.94 25.58 31.35
## 516 1419.49 771.56 473.77 226.33 89.88 53.88
## 517 362.43 245.65 89.04 39.63 28.29 24.79
## 518 1361.34 792.50 415.88 180.54 95.02 66.50
## 519 465.41 257.13 134.00 72.37 27.00 19.42
## 520 1494.15 908.18 391.58 200.44 80.33 66.58
## 521 2334.80 1426.00 597.54 290.62 126.67 93.19
## 522 810.38 560.39 218.02 114.63 51.33 59.56
## 523 835.87 535.54 261.08 93.62 68.42 34.23
## 524 2024.99 1267.35 659.15 293.10 145.46 90.46
## 525 1599.40 1096.77 400.44 171.10 119.25 97.35
## 526 533.07 321.10 235.56 76.19 59.42 70.02
## 528 3301.06 2126.40 838.69 430.06 183.83 153.69
## 529 1051.86 643.10 311.13 161.21 56.13 40.27
## 530 2248.41 1551.14 601.37 276.63 136.77 89.85
## 531 1266.74 797.34 459.12 136.73 109.27 60.44
## 532 1744.73 988.26 521.56 186.21 105.63 62.52
## 533 1526.48 886.84 430.00 198.17 104.63 65.37
## 534 654.89 412.04 226.00 87.35 46.48 42.08
## 535 2129.24 1447.31 428.67 150.25 103.23 46.44
## 536 1365.41 840.02 301.17 160.13 76.33 52.62
## 537 702.15 430.93 224.94 102.54 49.75 42.17
## 538 1876.53 1166.98 479.31 201.54 103.40 75.71
## 539 1734.83 1129.18 413.77 198.83 115.73 113.15
## 540 1820.52 1059.34 505.79 233.42 91.17 65.44
## 541 1223.33 709.69 308.46 136.00 57.67 45.63
## 542 565.22 352.06 188.13 89.46 52.15 39.21
## 543 676.22 434.80 212.08 95.56 43.15 42.46
## 544 1393.14 821.39 415.96 172.10 113.58 78.17
## 545 1346.97 831.61 369.83 214.19 73.71 50.62
## 546 2883.78 1781.14 765.83 397.90 181.38 135.10
## 547 1392.27 841.62 415.65 167.12 111.42 69.62
## 548 1980.30 1245.83 512.35 194.79 156.27 90.40
## 549 2024.17 1332.36 577.58 213.17 95.79 189.81
## 550 2439.24 1585.57 726.25 353.92 171.04 118.94
## 551 1235.10 796.02 293.73 88.77 77.98 51.33
## 552 1832.68 1226.09 538.85 225.35 108.17 87.27
## 553 4206.43 2582.90 1075.13 265.83 261.81 133.44
## 554 1862.17 1143.23 518.77 166.56 126.17 66.44
## 555 4490.41 2890.02 965.87 358.13 219.96 183.13
## 556 2197.30 1403.21 540.00 211.13 148.92 109.00
## 557 556.54 360.92 172.29 63.56 45.10 55.29
## 558 1817.54 1169.66 517.50 159.29 122.04 124.13
## 559 554.65 396.36 155.38 58.94 53.65 60.21
## 560 357.59 253.89 102.37 35.85 36.02 17.27
## 561 2572.60 1641.17 583.33 216.67 174.12 111.65
## 562 1486.46 886.92 499.33 157.37 108.04 128.19
## 563 557.35 395.29 145.35 56.54 53.88 30.87
## 564 895.06 601.13 278.56 115.58 65.23 60.65
## 565 1996.62 1270.16 591.92 250.73 147.42 122.08
## 566 1857.17 1210.20 525.54 188.87 112.00 102.67
## 567 1375.01 897.68 371.54 153.33 81.56 84.98
## 568 1917.86 1182.66 576.62 181.56 136.40 79.10
## 569 2330.52 1411.23 640.54 211.46 197.00 104.42
## 570 3507.57 2195.55 891.92 377.77 169.21 123.77
## 571 854.61 549.70 241.94 108.04 74.73 53.56
## 572 4074.02 2451.16 1016.40 330.44 253.27 149.65
## 573 2145.54 1289.46 557.75 248.63 110.54 107.19
## 574 2054.88 1326.04 559.54 233.10 126.42 126.17
## 575 2037.99 1393.85 468.19 251.38 166.00 103.81
## 576 3194.64 2125.35 900.81 354.71 222.67 92.44
## 577 3071.39 1981.33 841.75 355.19 157.46 99.54
## 578 1440.36 915.32 430.96 215.62 81.71 81.88
## 579 648.67 398.34 199.81 135.96 20.81 26.19
## 580 1593.11 927.40 499.23 184.96 110.33 69.69
## 581 726.14 445.80 219.81 104.71 49.77 31.46
## 582 1261.47 797.20 441.06 230.67 68.00 105.85
## 583 653.17 420.61 164.46 91.65 43.81 40.73
## 584 461.63 295.64 154.90 56.73 44.90 31.56
## 585 1842.30 1168.55 516.73 159.21 118.94 47.85
## 586 4221.96 2904.37 1044.12 388.54 194.33 105.65
## 587 3749.03 2523.54 907.48 239.04 240.13 100.69
## 588 1145.58 689.27 269.38 130.71 53.67 32.81
## 589 2932.44 1937.60 837.12 266.35 167.67 79.06
## 590 1581.82 994.27 399.96 169.17 71.90 76.67
## 591 2033.85 1304.27 545.83 294.13 112.58 72.63
## 592 709.06 443.93 181.48 74.42 35.75 28.62
## 593 2512.04 1513.77 604.77 266.10 122.25 82.58
## 594 1137.19 691.71 328.54 132.88 63.54 52.56
## 595 1711.25 1084.55 417.63 166.35 77.00 44.17
## 596 1425.48 874.32 344.35 149.63 68.35 61.60
## 597 1740.85 1043.10 391.73 164.06 82.15 78.42
## 598 1737.07 1015.16 431.52 176.00 80.94 53.06
## 599 1611.00 984.79 366.54 168.02 79.19 64.38
## 600 2290.21 1395.46 639.65 320.69 142.12 71.52
## 602 1435.72 866.58 402.81 180.27 80.79 52.96
## 603 1646.12 1053.74 454.19 217.96 97.54 90.10
## 604 1562.04 1057.41 399.12 161.08 100.56 73.33
## 605 3650.57 2161.97 1075.06 430.15 250.12 123.42
## 606 1061.92 689.31 274.85 128.13 60.40 45.62
## 607 1838.68 1159.34 460.48 220.65 123.67 77.25
## 608 1793.59 1091.16 512.25 192.27 139.69 77.73
## 609 1546.88 977.89 398.83 178.38 96.79 68.62
## 610 3745.09 2211.55 983.15 549.37 163.58 126.81
## 611 2887.15 1862.15 790.62 310.10 222.79 135.87
## 612 2003.64 1221.03 490.40 258.98 111.37 66.38
## 613 2284.53 1579.57 646.58 259.83 126.71 80.69
## 614 2665.89 1562.38 782.29 369.63 106.38 97.83
## 615 3049.51 1734.55 931.62 430.69 160.29 103.79
## 616 1057.10 697.64 280.23 112.19 85.87 38.85
## 617 1883.06 1140.07 569.56 225.35 130.38 92.27
## 618 5379.56 3249.73 1508.08 748.38 296.25 202.87
## 619 2233.19 1389.94 632.65 299.98 138.15 103.98
## 620 2036.53 1313.55 570.92 174.12 150.58 133.87
## 621 2091.14 1311.64 570.02 244.19 137.40 83.17
## 622 1841.65 1038.88 768.87 256.77 270.71 121.87
## 623 1976.00 1189.65 546.96 301.46 100.75 76.33
## 624 2522.40 1571.09 762.60 265.52 180.88 155.73
## 625 2491.54 1545.49 777.29 333.42 147.77 112.69
## 626 1678.97 1087.30 444.23 146.29 118.81 77.81
## 627 2705.60 1605.41 759.69 417.50 165.75 89.52
## 628 1786.08 1117.87 494.02 211.54 108.73 92.15
## 629 1191.98 711.84 408.12 207.73 64.13 71.67
## 630 1269.68 726.03 400.87 199.44 78.06 45.42
## 631 1405.56 871.43 427.94 142.63 106.98 52.42
## 632 1895.96 1128.66 490.83 259.46 101.42 63.33
## 633 2055.49 1281.72 580.67 281.08 131.54 78.81
## 634 2173.91 1413.22 626.23 290.23 136.08 143.75
## 635 1319.07 746.13 452.65 157.46 88.88 57.02
## 636 937.18 548.70 279.02 159.56 55.08 39.90
## 637 2152.53 1242.31 669.02 360.06 125.23 77.92
## 638 2385.80 1386.72 761.44 440.56 139.85 78.44
## 639 2669.93 1786.30 809.81 312.15 182.21 94.40
## 640 1448.66 920.84 416.44 200.88 79.81 65.00
## 641 3193.21 1965.87 913.81 485.12 223.96 153.56
## 642 1950.85 1126.37 601.87 208.98 122.40 76.58
## 643 2686.19 1578.28 721.92 365.92 143.92 107.23
## 644 1355.20 969.77 445.13 178.88 127.98 77.42
## 645 1931.85 1222.24 533.50 208.98 133.08 116.00
## 646 851.16 574.30 249.38 96.87 48.52 38.12
## 647 628.51 433.18 174.10 80.29 50.71 33.56
## 648 1080.01 735.31 287.13 109.29 78.10 84.04
## 649 1146.23 729.16 312.38 158.83 65.81 64.13
## 650 398.66 239.22 125.40 62.19 17.81 17.56
## 651 630.37 435.31 147.04 69.35 42.79 24.50
## 652 2678.42 1703.74 912.92 423.96 153.29 85.35
## 653 2695.69 1710.32 786.94 290.56 144.77 91.67
## 654 1542.33 977.53 481.73 181.27 104.40 67.56
## 655 1132.37 725.81 269.52 96.54 73.96 48.79
## 656 575.96 401.19 135.27 41.25 50.15 33.15
## 657 356.81 216.45 131.77 50.98 34.88 26.98
## 658 2751.75 1677.21 859.35 274.52 147.58 65.87
## 659 4001.05 3000.10 906.10 259.67 283.12 183.73
## 660 10652.33 7517.53 2491.17 933.96 467.31 240.75
## 661 1392.03 915.50 409.37 183.27 77.67 61.12
## 662 1469.01 999.40 425.73 114.65 93.25 38.25
## 663 1228.96 813.93 378.13 166.81 65.52 59.60
## 664 5637.58 3749.16 1562.63 352.98 282.21 125.40
## 665 4774.44 3103.20 1277.13 478.21 175.42 143.33
## 666 2732.32 1784.49 719.58 297.46 120.40 76.56
## 667 2248.70 1429.41 692.02 207.63 193.81 70.83
## 668 3720.10 2407.51 896.40 251.00 228.81 96.06
## 669 2892.79 1786.67 651.12 255.17 161.77 79.96
## 670 5884.91 3820.33 1791.10 601.00 245.96 166.04
## 671 2999.49 1848.82 712.98 342.65 144.65 76.73
## 672 2540.20 1641.00 720.20 243.22 163.41 83.25
## 673 3858.05 2640.29 934.21 306.83 156.48 89.06
## 674 814.99 522.70 196.19 86.04 43.79 37.37
## 675 2126.76 1401.37 599.33 194.88 144.65 61.83
## 676 2999.50 1907.46 826.60 256.38 162.40 56.92
## 677 3001.08 1807.38 780.04 313.58 140.75 104.77
## 678 711.06 456.39 255.15 80.44 53.27 36.08
## 679 2102.39 1400.32 587.37 190.62 139.88 79.35
## 680 2403.61 1441.90 671.81 327.67 135.79 77.81
## 681 4308.40 2896.41 945.63 387.77 168.52 78.81
## 682 2036.00 1382.26 315.88 122.19 91.96 40.37
## 683 2972.07 1878.79 559.60 308.58 126.29 79.37
## 684 435.29 316.51 88.67 38.17 28.00 25.85
## 685 1477.68 884.70 457.94 171.48 71.71 77.17
## 686 8566.70 5839.48 1620.35 599.52 478.67 156.06
## 687 3219.76 1942.78 762.40 332.98 136.73 116.37
## 688 6114.22 3850.39 1249.54 750.94 300.87 139.60
## 689 1291.68 763.71 254.67 155.83 33.17 32.17
## 690 3929.99 2389.85 889.07 425.45 154.38 71.17
## 691 3617.65 2198.73 809.37 499.75 161.56 83.50
## 692 2405.21 1353.63 484.85 325.69 54.69 56.46
## 693 512.96 311.14 165.06 65.85 26.96 35.46
## 694 1701.04 1145.54 383.21 142.21 113.71 53.88
## 695 1114.39 708.77 292.52 139.92 66.40 43.31
## 696 3258.27 2365.31 687.54 233.58 165.96 59.04
## 697 462.20 306.97 164.25 64.13 46.33 32.31
## 698 2760.86 1776.76 615.00 274.13 146.25 97.02
## 699 1574.15 997.16 407.52 113.23 98.04 53.04
## 700 4025.58 2624.78 1049.19 491.13 202.42 119.79
## 701 4431.88 2809.87 1241.75 418.71 189.96 143.15
## 702 1160.08 769.76 287.65 132.04 92.48 64.71
## 703 2663.68 1650.10 621.50 256.60 119.46 94.06
## 704 2314.09 1482.40 518.65 241.00 73.90 77.50
## 705 14228.89 10457.82 2980.79 872.33 681.56 308.27
## 706 3661.90 2803.51 810.58 333.15 198.29 90.25
## 707 2677.42 1730.42 773.58 213.37 140.62 51.77
## 708 4058.55 2510.23 873.29 457.69 169.33 110.73
## 709 5296.94 3217.58 1161.77 512.13 241.08 122.50
## 710 2441.03 1777.97 554.67 178.58 159.94 64.04
## 711 7513.47 5376.30 1512.94 707.81 316.33 131.15
## 712 1658.07 1043.21 456.31 203.62 118.75 75.75
## 713 4152.12 2533.56 810.79 378.58 153.56 99.00
## 714 5810.35 3493.24 1271.98 508.15 261.02 118.54
## 715 2532.03 1654.95 527.94 255.27 145.52 90.98
## 716 1229.20 809.84 330.43 134.39 53.12 37.06
## 717 3734.16 2268.54 1122.40 431.19 194.71 191.50
## 718 2465.12 1512.56 640.69 315.04 141.50 108.94
## 719 4186.57 2637.89 923.00 342.77 228.21 112.62
## 720 3921.52 2287.73 870.60 312.56 248.60 107.02
## 721 4435.85 2767.37 884.51 366.57 219.31 108.02
## 722 1166.68 737.29 269.83 131.33 60.52 35.10
## 723 371.31 243.92 116.60 37.73 30.15 19.69
## 724 499.22 333.65 151.88 44.63 36.10 27.35
## 725 981.14 602.24 270.38 101.72 44.02 31.23
## 726 1168.51 711.50 306.22 107.35 74.10 48.24
## 727 981.66 677.03 240.48 93.83 63.31 53.96
## 728 1854.07 1270.87 610.29 123.71 135.60 51.92
## 729 1249.74 833.06 308.52 105.44 72.62 46.87
## 730 3762.04 2454.84 782.60 235.33 175.29 85.50
## 731 1563.37 978.35 467.63 176.69 108.94 60.69
## 732 2109.43 1257.37 461.44 229.19 106.71 62.37
## 733 1499.78 958.38 346.31 137.29 94.67 62.19
## 734 2400.42 1420.75 579.85 213.88 132.44 62.25
## 735 539.06 353.76 156.83 77.19 33.75 24.31
## 736 1948.96 1248.35 509.79 224.98 98.92 57.87
## 737 2254.93 1555.57 628.98 275.65 118.54 76.69
## 738 839.45 538.43 190.04 89.35 52.75 39.37
## 739 1521.09 1031.82 341.63 127.77 99.13 55.67
## 740 4389.58 2685.33 1142.44 490.46 203.19 120.52
## 741 4681.69 3128.51 1237.73 550.69 273.62 145.65
## 742 1148.81 748.01 273.08 117.83 64.96 43.31
## 743 5001.97 3141.36 1020.83 343.94 209.88 111.79
## 744 368.81 224.71 137.63 47.31 20.87 24.23
## 745 961.67 612.73 260.62 87.52 60.19 43.50
## 746 1283.22 815.07 342.27 108.88 77.21 40.62
## 747 481.93 291.59 165.54 49.88 31.13 19.06
## 748 1764.38 1176.83 485.65 198.15 77.73 48.69
## 749 735.95 511.65 156.71 77.69 35.63 42.56
## 750 1148.01 717.06 342.67 126.08 56.83 64.71
## 751 1786.96 1096.36 517.54 214.25 144.96 79.27
## 752 9200.99 6417.67 2270.00 637.02 548.40 150.35
## 753 1405.32 867.75 326.63 152.12 62.50 57.06
## 754 777.44 500.30 183.63 62.96 55.96 35.15
## 755 1931.95 1242.86 480.58 216.12 82.27 66.06
## 756 1413.65 920.01 407.77 134.63 107.50 52.96
## 757 1771.70 1165.40 483.44 193.96 84.40 72.19
## 758 3093.26 2104.70 746.08 266.77 179.00 94.56
## 759 5140.91 3345.79 1226.87 347.75 356.60 159.81
## 760 4439.82 2770.94 893.04 422.73 199.79 101.37
## 761 1224.43 794.52 358.67 116.04 88.87 51.44
## 762 1167.63 773.17 272.02 105.54 70.56 51.25
## 763 361.08 246.96 110.25 33.27 27.42 21.75
## 764 3180.24 2002.24 1088.19 313.00 209.67 75.35
## 765 2426.27 1528.51 617.29 324.25 121.67 84.77
## 766 678.85 442.75 168.93 90.44 43.00 40.19
## 767 1777.54 1133.05 401.46 151.17 122.63 51.46
## 768 1088.62 697.74 352.19 130.87 70.83 46.50
## 769 902.25 594.97 256.42 81.98 66.71 29.29
## 770 1325.07 768.11 438.96 113.96 72.38 38.17
## 771 2245.66 1507.87 451.71 207.17 118.27 86.92
## bagpegCandy_units isotonics_units singleServePotato_units
## 1 13.38 20.69 18.60
## 2 42.15 87.62 36.44
## 3 29.85 105.65 47.96
## 4 54.15 118.19 39.67
## 5 68.06 109.35 85.71
## 7 153.90 166.37 130.79
## 8 19.37 28.46 26.21
## 9 81.54 124.23 94.52
## 10 73.87 142.29 116.60
## 11 67.40 141.37 88.79
## 12 34.40 92.94 29.13
## 13 29.90 79.02 50.96
## 14 39.02 79.23 27.15
## 15 29.60 63.44 20.46
## 16 38.10 71.96 46.04
## 17 3.35 14.48 11.90
## 18 81.56 149.44 61.50
## 19 3.38 18.96 4.75
## 20 32.13 73.85 24.08
## 21 12.58 56.69 19.92
## 22 65.10 81.92 39.38
## 23 31.69 93.75 30.06
## 24 61.75 131.85 43.83
## 25 16.46 64.02 19.58
## 26 23.79 49.50 22.92
## 27 10.56 29.71 23.23
## 28 26.75 76.62 21.38
## 29 58.10 141.12 61.62
## 30 79.48 137.92 63.62
## 31 65.60 131.08 86.58
## 32 41.13 83.85 34.21
## 33 32.27 49.23 33.10
## 34 27.42 49.35 60.29
## 35 42.54 75.33 29.62
## 36 42.77 93.10 49.37
## 37 17.13 46.12 31.17
## 38 44.54 69.10 34.85
## 39 38.87 109.54 73.10
## 40 76.90 111.56 47.38
## 41 47.73 93.90 49.60
## 42 69.10 132.87 64.83
## 43 45.87 75.33 33.63
## 44 45.25 95.60 50.25
## 45 141.12 188.00 97.33
## 46 54.69 109.92 49.38
## 47 7.15 27.13 25.94
## 48 62.21 151.92 64.77
## 49 83.35 119.62 55.06
## 50 16.37 32.25 25.42
## 51 29.23 43.92 19.60
## 52 67.17 96.31 45.83
## 53 67.88 121.81 60.85
## 54 8.50 29.15 23.10
## 55 57.83 89.15 52.13
## 56 47.69 77.50 62.12
## 57 25.37 85.04 37.12
## 58 36.12 71.02 29.37
## 59 55.27 76.29 49.15
## 60 32.40 68.71 35.27
## 61 31.21 60.48 34.67
## 62 26.00 85.58 54.90
## 63 47.44 80.48 53.75
## 64 21.98 47.88 24.29
## 65 11.13 31.13 16.90
## 66 47.13 109.15 37.79
## 67 21.83 72.06 23.31
## 68 3.08 16.75 7.37
## 69 52.15 93.00 36.29
## 70 37.98 68.65 31.94
## 71 115.83 112.60 106.31
## 72 36.88 64.87 38.67
## 73 96.13 183.65 68.96
## 74 57.40 137.56 72.65
## 75 45.33 49.63 47.73
## 76 31.02 56.08 35.37
## 77 30.12 84.06 29.46
## 78 39.46 87.25 42.94
## 79 38.67 53.44 43.67
## 80 32.04 72.06 29.81
## 81 24.65 46.25 22.29
## 82 6.65 13.67 6.27
## 83 43.94 80.65 57.46
## 84 32.02 62.19 36.52
## 85 46.79 80.81 26.81
## 86 74.04 138.71 64.58
## 87 61.98 96.29 42.44
## 88 19.16 31.53 21.20
## 89 22.00 25.42 44.92
## 90 45.65 65.67 38.00
## 91 7.88 69.63 18.54
## 92 28.27 82.35 37.52
## 93 38.27 120.08 23.10
## 94 19.94 46.46 22.00
## 95 45.52 103.73 48.08
## 96 47.73 125.71 59.67
## 97 35.31 74.02 27.04
## 98 36.21 94.77 32.65
## 99 33.17 68.81 19.71
## 100 53.02 83.23 62.77
## 101 18.65 44.65 33.13
## 102 15.21 37.69 33.31
## 103 30.58 69.54 34.42
## 104 108.23 148.73 75.04
## 105 3.37 18.71 12.75
## 106 35.94 75.79 30.17
## 107 48.83 70.12 42.38
## 108 74.60 109.79 49.52
## 109 32.94 69.37 26.92
## 110 6.12 17.44 13.65
## 111 27.13 61.00 33.38
## 112 48.94 116.52 67.77
## 113 55.92 92.40 58.42
## 114 41.85 78.87 62.35
## 115 70.15 126.85 66.13
## 116 46.54 85.38 60.29
## 117 35.12 95.94 34.41
## 118 21.19 78.25 32.35
## 119 17.60 63.88 17.31
## 120 129.29 181.33 106.31
## 121 20.98 75.37 42.56
## 122 35.02 92.63 31.94
## 123 132.48 166.13 151.65
## 124 110.08 203.13 94.38
## 125 117.06 195.54 89.65
## 126 72.58 145.44 98.21
## 127 29.81 38.27 26.65
## 128 59.40 97.13 44.94
## 129 15.00 49.12 20.96
## 130 40.96 91.77 39.62
## 131 8.31 25.75 8.83
## 132 31.63 116.12 48.75
## 133 34.71 70.02 39.83
## 134 81.19 126.06 89.44
## 135 165.85 312.77 217.65
## 136 137.06 176.92 128.40
## 137 13.38 41.52 20.88
## 138 22.04 41.60 21.96
## 139 94.62 124.08 81.08
## 140 103.21 180.69 81.83
## 141 150.19 182.52 133.35
## 142 24.42 65.75 33.21
## 143 71.13 110.40 50.98
## 144 17.29 56.19 28.12
## 145 222.21 238.96 194.79
## 146 28.52 70.12 35.04
## 147 8.92 36.12 15.38
## 148 210.40 446.15 316.77
## 149 12.33 27.35 19.04
## 150 39.27 87.90 48.50
## 151 9.17 15.38 10.46
## 152 6.35 12.06 8.24
## 153 24.31 48.79 27.73
## 154 41.81 97.19 51.88
## 155 12.58 19.88 14.92
## 156 23.75 43.21 19.77
## 157 46.67 91.77 49.23
## 158 17.19 27.12 13.00
## 159 57.04 76.17 39.17
## 160 173.06 329.17 124.33
## 161 70.88 107.65 67.35
## 162 42.38 31.42 13.62
## 163 53.63 91.35 66.77
## 164 20.12 83.75 30.48
## 165 31.83 127.63 37.13
## 166 19.19 54.23 25.65
## 167 45.29 132.81 81.58
## 168 1.92 37.96 17.56
## 170 77.78 135.82 56.63
## 171 28.06 73.35 43.15
## 172 4.73 51.37 11.73
## 174 11.29 40.87 7.06
## 175 4.73 20.75 12.58
## 176 29.52 71.83 36.19
## 178 19.37 35.06 21.83
## 179 26.92 54.29 17.92
## 180 17.75 39.52 28.23
## 181 59.67 118.62 81.44
## 183 15.12 34.98 18.35
## 184 19.02 59.68 29.79
## 185 18.33 100.21 88.60
## 186 2.67 6.13 6.37
## 187 34.77 84.17 62.71
## 188 38.29 77.04 41.37
## 189 29.92 73.08 47.67
## 190 44.54 108.35 78.46
## 192 6.92 30.62 19.40
## 194 48.38 124.88 70.35
## 197 33.38 57.58 35.23
## 199 60.25 94.90 53.00
## 200 37.73 71.56 47.04
## 201 16.90 33.15 33.17
## 202 50.37 153.46 33.58
## 203 11.10 58.00 22.90
## 205 38.67 126.27 50.15
## 206 50.94 114.37 36.96
## 207 27.87 48.19 20.31
## 208 10.96 23.21 11.90
## 209 30.88 84.38 39.94
## 210 34.50 99.15 17.65
## 211 31.96 67.71 27.44
## 212 19.23 55.62 14.31
## 213 61.79 104.33 37.46
## 214 23.88 84.85 56.60
## 215 35.45 97.30 37.00
## 216 45.69 45.38 49.94
## 217 57.75 130.04 82.40
## 218 36.90 76.38 35.35
## 219 28.48 55.37 43.48
## 220 46.37 103.10 54.37
## 221 20.50 52.77 28.60
## 222 41.08 119.96 77.46
## 223 43.98 103.65 46.71
## 224 108.62 199.44 234.44
## 225 132.54 186.15 184.85
## 226 81.63 134.31 66.67
## 227 51.04 71.34 42.60
## 228 61.73 88.62 139.58
## 229 35.21 84.25 70.25
## 230 15.19 63.71 50.29
## 231 41.06 63.00 83.31
## 232 31.31 65.35 64.73
## 233 31.83 73.58 57.73
## 234 108.27 198.67 186.54
## 235 36.42 92.08 72.83
## 236 60.87 124.62 123.33
## 237 31.71 84.67 52.48
## 238 59.58 103.75 55.81
## 239 27.35 58.35 31.33
## 240 56.17 121.44 73.87
## 241 29.29 89.94 58.19
## 242 50.13 101.37 82.19
## 243 41.63 107.54 63.27
## 244 53.98 119.80 95.69
## 245 72.48 114.19 73.13
## 246 66.56 112.87 89.73
## 247 3.83 11.38 13.40
## 248 96.56 200.94 124.60
## 249 75.21 123.87 78.23
## 250 90.88 194.12 179.46
## 251 45.35 82.31 46.87
## 252 11.13 51.83 32.40
## 253 1.59 34.49 34.43
## 254 32.62 74.83 48.10
## 255 5.38 34.46 30.87
## 256 24.44 69.13 43.83
## 257 25.58 68.31 34.12
## 258 25.94 86.90 39.60
## 259 42.12 76.63 68.10
## 260 77.61 147.98 61.88
## 261 64.75 163.40 100.62
## 262 25.15 53.17 26.25
## 263 26.35 47.40 31.37
## 264 21.42 40.46 37.17
## 265 21.08 45.21 29.56
## 266 24.00 57.21 41.69
## 267 30.81 65.67 54.96
## 268 63.13 129.19 89.83
## 269 55.63 102.75 72.67
## 270 22.19 65.54 38.02
## 271 28.29 71.75 34.88
## 272 24.23 90.08 37.88
## 273 31.58 72.85 32.75
## 274 5.71 12.44 11.69
## 275 38.04 70.83 50.27
## 276 41.65 90.75 61.33
## 278 51.96 150.29 85.73
## 279 32.14 49.92 29.69
## 280 21.06 31.71 22.79
## 281 24.94 113.04 58.81
## 282 90.29 242.58 102.75
## 283 21.00 74.63 42.21
## 284 28.23 76.71 29.81
## 285 53.90 111.15 37.21
## 286 58.48 148.87 69.92
## 287 45.25 102.02 73.15
## 288 60.10 144.23 49.10
## 289 54.31 132.46 86.60
## 290 20.73 63.60 33.19
## 291 31.35 82.38 43.75
## 292 40.50 66.12 49.19
## 293 63.44 79.88 66.92
## 294 108.22 206.08 179.41
## 295 28.94 58.85 36.46
## 296 76.38 159.79 87.48
## 297 66.96 141.58 62.48
## 298 61.37 109.77 80.71
## 299 126.65 174.81 159.08
## 300 62.37 195.67 89.00
## 301 6.42 15.10 37.94
## 302 23.21 65.87 36.81
## 303 29.90 75.50 42.69
## 304 38.48 81.50 40.90
## 305 73.29 107.77 78.29
## 306 69.60 163.75 79.27
## 307 52.69 120.62 59.94
## 308 52.31 95.23 58.85
## 309 55.10 96.15 51.58
## 310 75.58 112.73 41.06
## 311 37.58 80.21 42.96
## 312 45.87 93.73 132.40
## 313 22.71 49.06 39.71
## 314 52.12 104.15 46.65
## 315 13.60 47.00 27.25
## 316 39.71 120.85 60.96
## 317 68.40 102.52 104.54
## 318 77.83 143.46 73.37
## 319 73.65 145.04 71.21
## 320 30.52 93.69 70.96
## 321 36.98 72.60 43.02
## 322 34.92 50.56 41.23
## 323 18.55 18.41 29.64
## 324 34.22 88.68 66.66
## 325 56.62 86.96 41.87
## 326 73.42 173.23 119.15
## 327 50.25 136.13 74.35
## 328 28.94 65.50 28.13
## 329 95.73 134.60 80.58
## 330 18.52 58.06 26.96
## 331 52.83 128.73 104.19
## 332 63.85 224.08 218.81
## 333 39.13 120.63 97.35
## 334 62.47 147.84 112.63
## 335 106.15 193.65 78.96
## 336 64.02 105.31 53.27
## 337 36.77 93.13 63.92
## 338 52.44 153.50 64.92
## 339 104.83 221.98 104.79
## 340 75.87 157.00 75.62
## 341 47.77 144.79 73.54
## 342 19.85 53.77 34.38
## 343 10.90 54.40 30.83
## 344 54.58 123.02 94.12
## 345 50.42 82.29 44.73
## 346 41.30 77.57 38.61
## 347 120.31 208.25 115.25
## 348 68.60 137.50 99.96
## 349 57.60 115.52 63.02
## 350 40.44 88.73 59.44
## 351 60.02 118.13 77.15
## 352 36.48 67.71 26.02
## 353 42.00 87.04 63.25
## 354 67.87 99.27 116.56
## 355 75.52 201.37 72.54
## 356 43.27 107.63 51.65
## 357 42.37 96.17 58.87
## 358 44.92 96.25 64.77
## 359 1.67 23.54 25.21
## 360 55.56 91.73 48.79
## 361 26.46 68.90 21.58
## 362 28.94 91.08 22.98
## 363 56.37 81.31 38.87
## 364 22.73 74.67 19.75
## 365 17.52 66.90 20.71
## 366 36.54 92.27 50.33
## 367 29.71 62.79 31.60
## 368 50.60 88.00 55.31
## 369 19.50 53.58 13.71
## 370 33.75 67.29 16.42
## 371 14.54 42.29 9.48
## 372 7.42 41.42 10.58
## 373 85.10 119.52 84.02
## 374 42.58 91.77 37.67
## 375 6.38 39.63 28.35
## 376 26.94 55.63 27.25
## 377 72.90 124.25 43.50
## 378 0.00 21.10 14.08
## 379 2.08 24.69 18.40
## 380 33.63 64.63 29.58
## 381 10.17 22.92 11.54
## 382 44.12 94.00 58.52
## 383 3.46 38.87 20.10
## 384 37.98 90.60 58.75
## 386 50.25 83.52 33.75
## 387 12.54 27.63 10.83
## 388 36.31 90.27 51.10
## 389 23.58 145.62 52.35
## 390 72.65 122.94 51.08
## 391 37.40 126.73 59.08
## 392 23.31 48.44 20.38
## 393 46.15 97.62 43.54
## 394 23.54 40.63 24.37
## 395 30.54 76.04 32.79
## 396 6.40 18.48 14.88
## 397 23.52 48.13 40.04
## 398 40.88 76.54 36.88
## 399 54.98 76.62 52.38
## 400 65.46 75.37 51.79
## 401 50.69 87.60 42.23
## 402 23.19 34.06 30.56
## 403 62.73 67.31 41.21
## 404 50.12 88.57 29.02
## 405 61.08 101.12 55.06
## 406 47.27 104.69 70.83
## 407 66.63 108.62 122.19
## 408 21.48 39.29 21.73
## 409 60.50 139.56 62.15
## 410 50.88 105.25 62.08
## 411 44.48 81.40 39.19
## 412 52.27 107.17 43.50
## 413 36.60 78.63 28.46
## 414 41.62 84.12 41.02
## 415 54.40 114.06 46.58
## 416 43.92 76.25 49.52
## 417 47.02 60.98 44.75
## 418 68.96 104.98 42.71
## 419 59.50 120.67 78.06
## 420 82.06 168.94 82.10
## 421 63.58 133.31 62.02
## 422 48.79 78.67 46.65
## 423 50.62 83.54 40.27
## 424 58.48 117.46 51.42
## 425 56.21 153.12 58.77
## 426 83.33 171.98 83.48
## 427 41.77 57.40 32.06
## 428 131.58 172.42 93.17
## 429 70.40 114.54 80.25
## 430 86.13 164.25 51.50
## 431 4.62 30.23 22.73
## 432 33.67 51.17 26.78
## 433 87.37 136.19 76.71
## 434 58.21 105.87 59.73
## 435 39.38 81.04 32.52
## 436 72.71 150.31 57.35
## 437 72.23 97.90 50.62
## 438 78.02 145.63 79.31
## 439 90.38 119.19 111.79
## 440 31.15 60.62 36.02
## 441 128.23 177.85 73.52
## 442 144.40 282.40 174.08
## 443 40.96 89.75 45.63
## 444 70.79 97.29 79.19
## 445 13.85 32.79 34.94
## 446 5.02 48.23 30.77
## 447 7.54 16.25 11.21
## 448 46.13 108.56 64.15
## 449 84.15 134.33 100.25
## 450 32.92 63.52 43.21
## 451 4.31 11.00 7.25
## 453 103.19 127.17 76.44
## 454 24.67 84.37 24.31
## 455 3.46 19.56 9.69
## 456 37.58 80.40 63.92
## 457 39.13 70.31 49.92
## 458 217.75 378.54 302.23
## 459 41.31 88.42 41.31
## 460 116.83 198.27 111.25
## 461 64.56 173.54 80.46
## 462 49.47 63.90 36.31
## 463 137.17 396.17 189.67
## 464 66.62 139.31 71.92
## 465 70.58 151.63 83.65
## 466 77.67 165.90 68.46
## 467 112.65 170.65 102.29
## 468 186.15 259.63 159.81
## 469 10.21 28.77 12.58
## 470 100.25 197.17 102.52
## 471 117.75 165.81 95.17
## 472 116.92 178.59 80.41
## 473 55.60 109.10 47.13
## 474 94.90 203.19 102.60
## 475 29.69 82.60 43.60
## 476 29.63 84.48 62.12
## 477 67.67 113.52 62.23
## 478 111.88 236.44 154.62
## 479 23.58 59.79 27.73
## 480 6.94 28.58 40.79
## 481 67.00 128.31 62.12
## 482 90.42 149.37 59.56
## 483 84.08 111.25 53.08
## 484 116.54 185.56 112.12
## 485 117.58 177.92 76.38
## 486 210.65 397.71 319.60
## 487 170.27 157.13 100.48
## 488 69.40 110.87 73.29
## 489 44.15 103.21 46.29
## 490 54.77 166.62 64.67
## 491 116.02 238.77 92.37
## 492 65.96 117.40 65.83
## 493 73.29 148.00 85.46
## 494 46.25 118.44 57.88
## 495 15.56 108.73 74.37
## 496 251.83 421.46 345.00
## 497 60.75 134.50 51.50
## 498 94.08 215.40 116.06
## 499 61.15 153.92 49.73
## 500 201.15 562.46 306.63
## 501 92.69 205.44 103.60
## 502 201.88 329.83 160.58
## 503 130.27 278.46 144.42
## 504 137.04 227.60 177.52
## 505 166.25 313.48 140.62
## 506 54.00 54.00 37.25
## 507 23.58 100.31 54.75
## 508 17.44 40.35 31.13
## 509 21.52 77.52 29.56
## 510 65.37 177.90 144.55
## 511 2.96 20.31 8.38
## 512 86.12 144.62 75.50
## 513 18.46 82.21 38.56
## 514 37.81 85.94 24.81
## 515 1.29 27.13 8.81
## 516 25.92 80.27 24.50
## 517 5.12 16.81 12.35
## 518 28.77 80.10 15.37
## 519 6.13 21.54 9.08
## 520 32.85 76.12 41.92
## 521 37.13 114.13 48.69
## 522 4.87 57.06 27.73
## 523 14.62 46.83 19.02
## 524 33.02 107.50 42.48
## 525 39.48 77.71 46.35
## 526 2.62 27.81 12.60
## 528 69.02 189.65 81.54
## 529 15.33 49.08 29.06
## 530 55.38 128.00 66.27
## 531 44.98 70.13 32.06
## 532 44.79 93.19 29.56
## 533 32.04 61.42 34.17
## 534 2.04 40.46 22.48
## 535 53.19 83.81 70.04
## 536 32.46 73.17 27.79
## 537 1.88 28.06 20.98
## 538 57.98 70.54 52.17
## 539 48.71 76.02 32.73
## 540 49.56 102.52 38.96
## 541 27.94 56.10 25.73
## 542 4.79 23.10 10.31
## 543 8.67 39.00 18.42
## 544 33.27 51.88 27.58
## 545 24.27 47.38 34.06
## 546 64.52 128.50 49.42
## 547 36.56 60.52 37.73
## 548 52.96 67.98 39.38
## 549 31.17 40.69 46.96
## 550 51.12 119.77 54.44
## 551 24.60 49.92 29.58
## 552 44.92 99.85 57.04
## 553 121.87 192.98 111.81
## 554 45.04 81.29 54.00
## 555 130.08 206.62 135.42
## 556 44.35 69.83 53.96
## 557 6.00 19.04 18.81
## 558 43.81 63.60 37.77
## 559 1.13 14.44 27.98
## 560 5.92 16.60 15.00
## 561 58.56 111.96 81.29
## 562 24.46 37.13 35.63
## 563 8.88 19.83 19.17
## 564 18.17 41.31 18.92
## 565 49.06 74.73 44.21
## 566 41.85 92.85 52.75
## 567 25.69 52.44 33.13
## 568 52.00 87.31 53.71
## 569 44.94 76.00 62.92
## 570 75.65 158.10 83.17
## 571 10.75 37.31 25.96
## 572 118.25 134.73 117.87
## 573 41.77 88.31 60.52
## 574 50.65 81.50 59.15
## 575 26.60 79.27 56.83
## 576 51.58 162.54 126.19
## 577 62.13 132.73 62.50
## 578 28.46 70.96 27.37
## 579 7.17 42.73 7.90
## 580 39.77 86.04 32.96
## 581 8.25 46.08 19.81
## 582 8.19 75.02 29.79
## 583 14.35 35.40 18.37
## 584 7.87 22.38 16.52
## 585 34.75 90.67 46.17
## 586 96.21 163.31 107.44
## 587 103.48 143.69 172.71
## 588 21.90 57.17 17.67
## 589 59.29 117.37 83.52
## 590 26.50 73.33 32.31
## 591 41.10 103.27 50.88
## 592 13.73 40.87 16.42
## 593 56.23 115.88 51.29
## 594 16.73 54.85 28.23
## 595 38.13 70.33 35.65
## 596 40.15 52.98 26.69
## 597 37.52 75.37 36.56
## 598 30.02 69.08 36.83
## 599 30.23 67.60 35.21
## 600 29.87 123.37 67.52
## 602 41.31 78.90 27.15
## 603 38.12 90.96 37.48
## 604 40.71 71.25 42.38
## 605 94.17 157.69 90.58
## 606 25.67 60.31 29.19
## 607 37.02 80.42 40.15
## 608 46.31 91.35 50.17
## 609 34.46 77.17 53.94
## 610 95.73 196.48 69.29
## 611 80.60 122.58 67.92
## 612 37.42 89.88 57.58
## 613 62.15 104.52 71.75
## 614 55.77 155.83 50.75
## 615 53.29 143.81 64.25
## 616 21.48 54.71 36.98
## 617 48.58 92.17 43.04
## 618 159.35 259.69 141.94
## 619 62.65 100.58 58.65
## 620 78.37 92.42 53.35
## 621 43.25 103.62 60.52
## 622 60.00 70.38 33.25
## 623 40.81 114.62 50.83
## 624 69.31 111.19 61.94
## 625 44.65 125.83 63.54
## 626 41.31 70.13 47.08
## 627 56.04 152.06 55.38
## 628 45.04 65.21 42.17
## 629 9.25 69.50 33.02
## 630 25.35 60.27 24.79
## 631 37.79 68.15 45.52
## 632 41.90 86.08 45.65
## 633 57.48 120.52 42.85
## 634 51.73 86.40 59.87
## 635 36.81 54.58 29.04
## 636 19.73 43.79 22.94
## 637 45.02 95.19 40.15
## 638 53.54 106.04 46.19
## 639 78.63 119.23 81.33
## 640 31.88 89.63 41.48
## 641 81.06 145.56 68.69
## 642 46.87 143.60 38.08
## 643 64.98 134.19 50.27
## 644 25.21 75.94 38.67
## 645 47.17 68.71 42.46
## 646 12.52 43.46 25.58
## 647 10.65 54.69 15.46
## 648 27.58 52.15 26.40
## 649 14.04 65.71 33.25
## 650 5.73 28.15 7.62
## 651 12.00 37.06 23.88
## 652 74.77 104.98 64.15
## 653 60.77 126.42 79.52
## 654 43.25 62.56 49.48
## 655 27.79 46.48 33.62
## 656 9.38 27.90 13.38
## 657 3.65 16.65 10.63
## 658 69.96 126.94 46.75
## 659 97.85 132.17 156.88
## 660 277.52 417.19 309.25
## 661 30.62 70.60 23.21
## 662 34.37 73.13 40.75
## 663 23.21 69.92 16.52
## 664 188.48 253.58 130.25
## 665 145.44 267.37 77.73
## 666 63.33 124.48 52.37
## 667 102.10 106.42 43.88
## 668 131.52 174.38 71.69
## 669 100.73 139.35 65.75
## 670 204.37 280.75 142.04
## 671 59.10 167.29 84.13
## 672 96.33 129.65 54.65
## 673 108.77 175.56 85.62
## 674 17.58 43.58 16.85
## 675 73.04 97.13 62.31
## 676 86.04 154.17 59.77
## 677 81.65 169.62 55.38
## 678 15.40 45.33 13.62
## 679 68.25 87.65 53.85
## 680 58.00 113.23 35.85
## 681 76.40 149.96 122.85
## 682 42.73 52.48 65.13
## 683 56.75 115.77 70.67
## 684 9.37 18.63 11.77
## 685 15.79 66.38 25.77
## 686 242.48 292.75 333.33
## 687 78.44 148.12 60.46
## 688 128.10 239.00 148.23
## 689 35.00 33.50 33.83
## 690 91.31 227.69 97.52
## 691 65.23 161.98 67.27
## 692 58.00 92.62 42.38
## 693 1.79 21.00 9.71
## 694 34.96 78.79 40.48
## 695 25.71 53.27 26.52
## 696 89.58 118.06 93.90
## 697 4.12 20.04 15.06
## 698 46.62 129.63 59.04
## 699 27.08 71.65 33.69
## 700 126.69 174.46 75.13
## 701 112.27 255.83 104.42
## 702 53.92 58.69 27.06
## 703 70.58 122.12 63.69
## 704 57.90 102.10 70.30
## 705 381.96 516.56 439.06
## 706 99.21 154.04 106.42
## 707 81.90 108.83 66.13
## 708 101.96 148.54 81.25
## 709 133.79 191.54 95.44
## 710 68.87 74.67 90.29
## 711 195.71 273.37 210.10
## 712 34.29 64.69 34.46
## 713 106.08 139.02 97.98
## 714 135.88 200.37 144.54
## 715 54.19 114.54 55.88
## 716 31.18 47.24 32.94
## 717 97.13 186.31 87.06
## 718 38.19 117.17 34.50
## 719 107.04 168.25 139.19
## 720 99.63 113.00 104.58
## 721 91.59 178.20 119.43
## 722 24.73 48.15 27.13
## 723 0.31 29.79 11.94
## 724 3.94 29.31 18.60
## 725 10.89 53.64 26.32
## 726 24.45 59.02 30.92
## 727 17.62 67.85 29.29
## 728 69.44 70.96 56.98
## 729 27.00 69.85 36.88
## 730 85.04 181.46 119.48
## 731 40.62 70.54 37.00
## 732 40.56 83.73 65.37
## 733 29.90 70.62 39.29
## 734 53.10 103.58 58.40
## 735 8.12 36.56 10.27
## 736 41.00 112.52 50.56
## 737 48.62 126.15 41.87
## 738 18.96 43.15 24.27
## 739 42.21 74.90 45.40
## 740 112.27 167.79 87.50
## 741 80.90 209.50 137.75
## 742 30.40 70.13 24.60
## 743 143.42 262.06 144.35
## 744 0.00 25.21 13.17
## 745 20.73 50.00 25.90
## 746 28.33 58.23 31.17
## 747 8.81 23.81 6.23
## 748 56.79 80.27 43.08
## 749 19.52 40.21 18.10
## 750 13.67 75.48 34.73
## 751 32.40 74.31 37.54
## 752 258.19 305.75 184.77
## 753 48.81 65.00 22.12
## 754 0.00 30.10 30.88
## 755 48.60 98.29 45.58
## 756 37.79 65.88 29.60
## 757 47.17 75.92 42.46
## 758 96.04 172.46 112.17
## 759 148.83 238.42 168.00
## 760 84.88 233.44 136.02
## 761 17.27 59.52 32.19
## 762 23.98 65.90 29.92
## 763 0.90 20.06 9.87
## 764 58.54 165.65 97.60
## 765 46.94 117.81 63.06
## 766 0.74 34.22 22.07
## 767 51.12 85.21 46.25
## 768 22.69 52.69 19.02
## 769 18.42 72.29 24.83
## 770 31.48 68.37 30.00
## 771 52.98 105.87 68.38
## takeHomePotato_units kingBars_units flatWater_units psd591Ml_units
## 1 7.71 17.87 56.54 39.71
## 2 33.46 47.44 98.42 38.73
## 3 19.90 45.21 130.27 47.31
## 4 22.10 45.33 132.77 39.87
## 5 42.33 79.81 204.06 50.29
## 7 136.79 114.50 328.63 112.38
## 8 16.58 36.54 111.79 34.85
## 9 73.40 93.77 193.12 70.15
## 10 46.12 89.67 323.42 73.83
## 11 37.12 75.37 267.08 68.37
## 12 18.96 51.90 91.90 39.73
## 13 13.88 31.75 132.08 29.85
## 14 29.63 54.44 74.56 41.02
## 15 21.08 29.44 58.73 26.50
## 16 33.10 50.04 77.23 33.15
## 17 1.81 18.71 19.25 13.15
## 18 50.12 98.60 196.17 87.65
## 19 3.19 7.50 16.31 7.38
## 20 21.69 49.29 67.56 44.62
## 21 4.90 28.88 69.08 24.46
## 22 67.10 61.69 62.17 49.50
## 23 21.98 44.98 82.94 42.50
## 24 30.10 64.75 117.19 54.23
## 25 13.83 35.35 69.21 37.67
## 26 13.33 26.12 92.88 19.08
## 27 11.29 16.58 84.10 17.52
## 28 13.08 36.48 83.12 28.10
## 29 39.56 92.44 191.73 74.96
## 30 53.25 79.52 175.75 61.60
## 31 37.65 77.42 261.79 64.44
## 32 17.00 33.98 103.25 39.67
## 33 29.42 43.90 94.79 37.15
## 34 0.00 38.00 89.54 59.62
## 35 26.02 41.67 110.56 39.58
## 36 38.42 63.87 191.67 37.81
## 37 3.58 17.38 71.02 27.96
## 38 24.54 34.77 118.00 29.90
## 39 17.88 55.10 183.85 56.88
## 40 52.17 78.67 125.04 55.73
## 41 23.90 60.67 154.21 39.88
## 42 63.67 105.60 118.50 63.42
## 43 37.06 54.75 102.48 31.81
## 44 35.15 45.40 103.96 60.40
## 45 108.58 117.52 215.92 101.62
## 46 40.33 67.27 135.15 80.52
## 47 7.75 34.85 49.38 28.29
## 48 57.08 93.92 165.08 75.69
## 49 46.23 69.88 170.75 95.06
## 50 13.13 39.48 62.71 33.40
## 51 13.25 50.58 65.31 55.77
## 52 45.52 62.38 90.21 56.52
## 53 33.31 57.13 178.23 49.98
## 54 0.00 7.23 35.04 19.13
## 55 45.38 59.12 95.50 64.75
## 56 28.85 43.31 164.31 54.21
## 57 14.50 46.60 151.81 47.56
## 58 22.42 40.94 110.40 28.79
## 59 31.48 49.02 109.69 29.75
## 60 19.77 40.98 126.88 35.60
## 61 12.35 41.81 106.98 30.46
## 62 13.58 48.19 188.54 46.98
## 63 18.46 45.29 163.38 48.06
## 64 12.50 33.02 58.40 33.56
## 65 8.73 21.37 45.38 19.13
## 66 32.33 65.13 109.27 53.92
## 67 19.17 51.23 73.46 38.13
## 68 1.58 8.83 15.42 9.50
## 69 26.38 59.44 177.94 24.98
## 70 17.04 37.75 145.67 30.21
## 71 79.44 54.92 225.46 63.13
## 72 21.10 43.00 148.50 34.10
## 73 51.08 84.15 347.04 76.63
## 74 44.73 64.17 264.23 67.52
## 75 17.85 42.65 111.19 26.35
## 76 17.62 40.38 158.31 31.65
## 77 28.88 34.33 128.33 43.69
## 78 29.79 60.00 187.56 31.71
## 79 17.52 27.04 139.94 46.83
## 80 17.37 40.52 148.88 34.88
## 81 11.56 40.75 61.06 32.38
## 82 2.67 13.69 27.13 8.69
## 83 32.79 58.40 204.44 41.06
## 84 19.50 44.50 165.21 31.71
## 85 29.98 51.58 86.75 52.79
## 86 36.81 82.23 297.35 56.67
## 87 31.77 43.00 145.83 27.06
## 88 7.73 34.29 87.18 17.96
## 89 22.25 35.58 51.08 36.67
## 90 24.44 50.62 98.00 33.90
## 91 13.40 38.75 77.65 18.35
## 92 30.42 46.13 111.69 72.21
## 93 24.73 29.04 85.75 51.77
## 94 11.02 25.38 92.12 17.65
## 95 12.96 48.67 151.94 48.65
## 96 34.42 74.44 143.29 43.17
## 97 25.10 42.27 73.17 32.87
## 98 30.17 46.60 82.58 31.46
## 99 16.56 24.83 64.38 33.40
## 100 41.42 58.96 236.67 48.21
## 101 14.12 28.71 112.52 19.83
## 102 12.17 33.56 49.44 27.60
## 103 23.87 37.90 93.13 24.48
## 104 87.85 91.29 154.27 88.17
## 105 4.33 14.67 37.38 19.58
## 106 25.79 56.54 104.62 32.13
## 107 27.79 48.77 87.37 42.31
## 108 44.69 72.58 145.67 45.73
## 109 26.38 34.44 75.56 30.81
## 110 4.71 16.23 45.83 21.44
## 111 14.58 36.33 116.21 63.67
## 112 39.52 67.54 150.21 87.81
## 113 35.06 82.08 151.81 98.63
## 114 31.65 61.17 182.40 78.10
## 115 49.50 59.92 176.37 99.40
## 116 33.21 51.42 160.12 53.35
## 117 20.16 57.63 121.53 53.76
## 118 18.62 34.29 111.58 41.38
## 119 13.29 30.60 122.56 31.00
## 120 126.08 122.88 234.23 143.79
## 121 12.00 64.40 83.27 61.65
## 122 25.44 29.85 113.33 68.63
## 123 118.92 136.35 231.52 70.73
## 124 73.67 98.04 309.98 82.79
## 125 102.12 120.94 289.52 80.23
## 126 102.31 106.92 197.12 125.46
## 127 15.60 48.25 64.25 37.65
## 128 34.04 54.77 173.81 58.42
## 129 11.08 24.65 71.94 12.12
## 130 17.54 44.50 115.31 67.67
## 131 4.50 13.85 34.42 9.37
## 132 43.73 65.48 126.37 112.94
## 133 19.13 52.65 147.33 73.40
## 134 60.56 79.13 220.90 60.21
## 135 138.94 154.90 749.69 177.79
## 136 82.21 105.40 262.06 159.77
## 137 8.35 19.00 87.83 29.31
## 138 16.06 16.85 81.88 35.19
## 139 44.19 81.08 225.21 108.48
## 140 67.58 98.90 232.60 102.13
## 141 139.71 122.92 182.71 177.44
## 142 6.23 33.98 148.37 88.90
## 143 32.94 74.06 107.42 70.48
## 144 13.60 49.50 77.92 43.00
## 145 218.92 199.50 456.62 121.92
## 146 40.50 35.37 88.25 76.83
## 147 7.71 17.90 63.50 14.69
## 148 185.65 257.23 780.54 277.92
## 149 15.79 22.10 43.87 31.35
## 150 29.38 47.50 163.85 38.88
## 151 3.46 10.23 47.38 22.67
## 152 7.71 18.94 18.88 10.35
## 153 10.69 29.06 44.88 22.40
## 154 16.79 33.00 197.23 48.75
## 155 6.23 10.96 52.15 19.46
## 156 17.15 16.88 53.31 42.46
## 157 38.02 52.56 123.27 46.27
## 158 14.17 21.92 47.79 23.87
## 159 35.48 40.92 213.87 42.02
## 160 147.52 165.40 415.87 188.92
## 161 54.71 79.08 197.00 89.27
## 162 20.60 23.35 72.65 20.42
## 163 38.13 69.73 107.69 97.98
## 164 19.58 49.06 83.10 39.04
## 165 26.83 61.00 131.37 75.71
## 166 13.75 34.62 79.88 30.06
## 167 34.58 94.77 186.67 109.25
## 168 0.00 11.94 38.25 26.31
## 170 57.51 43.90 355.27 75.51
## 171 32.87 54.12 167.85 36.63
## 172 5.73 14.94 62.54 25.88
## 174 5.63 14.81 35.00 29.67
## 175 0.00 12.67 26.37 17.50
## 176 23.33 57.48 103.21 38.38
## 178 6.60 16.29 57.00 20.10
## 179 14.04 30.12 50.77 25.04
## 180 10.27 30.13 61.52 18.04
## 181 57.75 102.12 172.37 70.33
## 183 7.40 26.88 54.48 18.65
## 184 11.04 44.17 82.43 28.36
## 185 24.65 74.02 246.29 65.25
## 186 0.00 9.21 15.83 9.56
## 187 16.19 97.77 163.54 49.79
## 188 23.73 54.62 105.52 39.31
## 189 22.67 55.17 109.48 33.52
## 190 16.88 64.62 169.33 66.56
## 192 0.08 15.98 65.46 22.96
## 194 28.12 84.88 220.10 57.73
## 197 26.06 43.27 169.21 31.02
## 199 40.31 65.06 144.27 47.31
## 200 29.71 59.23 133.56 52.50
## 201 6.40 3.63 110.62 33.37
## 202 45.71 78.06 82.25 66.48
## 203 7.88 30.15 61.12 26.17
## 205 17.67 64.38 154.15 55.23
## 206 31.29 47.62 112.15 39.06
## 207 20.75 49.79 57.92 31.33
## 208 6.35 20.17 35.75 20.19
## 209 16.81 59.79 127.33 50.04
## 210 19.02 37.10 69.15 38.88
## 211 28.15 52.50 51.37 77.92
## 212 17.62 30.15 39.98 45.15
## 213 41.17 69.50 91.71 71.21
## 214 10.44 45.90 158.90 57.23
## 215 79.38 45.77 90.57 42.36
## 216 40.06 55.06 105.38 52.44
## 217 57.92 52.25 207.42 62.98
## 218 36.38 49.13 125.29 31.19
## 219 28.62 37.27 92.87 24.31
## 220 39.85 44.29 177.08 87.02
## 221 18.54 31.38 95.38 23.46
## 222 36.02 34.77 237.98 103.42
## 223 46.02 47.63 145.90 56.12
## 224 140.35 139.23 493.13 206.81
## 225 107.90 91.13 452.25 135.35
## 226 76.81 42.48 114.33 70.10
## 227 20.36 24.86 79.88 40.84
## 228 36.92 82.29 108.92 115.27
## 229 24.67 36.50 124.79 69.85
## 230 12.85 38.27 69.29 59.83
## 231 34.79 67.21 65.40 109.15
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## 240 44.35 77.06 326.42 55.62
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## 242 28.12 79.13 260.52 65.15
## 243 32.83 47.67 230.75 39.35
## 244 46.76 60.76 279.53 47.84
## 245 52.48 89.08 217.63 103.13
## 246 67.15 80.38 194.71 51.06
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## 251 34.50 71.48 164.44 49.38
## 252 10.02 20.44 91.13 31.06
## 253 5.80 33.69 78.73 18.14
## 254 30.96 33.17 84.46 37.02
## 255 0.29 25.10 77.63 29.25
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## 257 30.42 28.42 136.58 46.79
## 258 24.44 37.58 166.92 46.92
## 259 38.90 53.21 165.90 51.50
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## 261 92.13 83.71 243.04 88.90
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## 265 19.71 20.08 91.87 55.06
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## 268 51.71 81.90 288.19 62.94
## 269 64.40 79.13 198.73 37.98
## 270 15.56 32.46 128.50 29.54
## 271 25.31 46.21 133.65 27.27
## 272 28.62 36.23 127.88 38.56
## 273 29.27 39.08 96.67 57.31
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## 283 25.88 32.62 114.12 53.56
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## 285 55.48 59.54 133.02 71.21
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## 299 116.04 112.29 327.90 166.06
## 300 61.13 65.42 256.79 60.67
## 301 0.00 20.92 50.35 19.98
## 302 20.92 43.48 107.12 30.06
## 303 28.37 47.12 138.85 43.56
## 304 40.12 27.65 88.33 49.37
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## 306 59.44 74.73 284.19 79.50
## 307 54.56 58.10 191.63 72.23
## 308 69.06 61.83 116.08 51.81
## 309 45.90 32.23 100.15 52.33
## 310 41.60 46.50 165.44 53.98
## 311 41.90 39.71 135.60 42.19
## 312 79.21 89.92 145.94 111.88
## 313 16.33 30.65 50.81 48.27
## 314 43.31 40.38 195.87 36.75
## 315 7.21 16.42 72.79 28.87
## 316 52.42 54.52 151.02 78.27
## 317 80.58 73.98 159.52 102.17
## 318 78.62 75.10 211.65 77.52
## 319 87.10 79.02 174.79 67.94
## 320 25.21 49.21 130.75 101.71
## 321 27.35 24.58 79.04 42.40
## 322 20.37 33.38 144.48 41.96
## 323 6.73 36.73 34.64 43.36
## 324 31.20 30.00 138.14 75.72
## 325 49.12 39.62 133.52 37.29
## 326 80.75 65.19 278.04 122.35
## 327 23.67 61.42 203.67 66.08
## 328 33.38 35.63 74.50 42.69
## 329 70.77 78.44 231.50 78.62
## 330 16.15 20.42 82.33 25.90
## 331 45.71 47.08 232.44 110.85
## 332 60.77 124.96 332.98 150.06
## 333 27.69 58.71 168.33 133.69
## 334 82.53 72.82 301.53 98.78
## 335 102.21 53.90 272.21 64.96
## 336 29.40 44.83 157.04 48.21
## 337 29.46 51.12 168.88 42.96
## 338 43.04 44.58 254.85 59.50
## 339 117.31 88.35 457.60 88.37
## 340 107.10 67.92 225.29 74.94
## 341 37.29 52.40 198.04 70.77
## 342 6.23 45.85 96.15 42.33
## 343 12.44 36.13 75.12 29.56
## 344 65.63 74.94 227.62 73.42
## 345 51.25 46.40 147.12 38.90
## 346 34.07 34.16 127.86 39.27
## 347 98.33 135.58 252.90 110.67
## 348 71.83 66.17 263.60 78.40
## 349 48.71 45.52 138.31 71.62
## 350 57.46 33.88 148.73 72.40
## 351 53.83 59.35 190.77 93.56
## 352 32.65 34.81 84.29 51.81
## 353 53.31 56.21 160.21 80.23
## 354 58.21 35.92 275.13 80.13
## 355 94.58 76.50 166.81 110.48
## 356 59.06 53.60 149.85 68.44
## 357 73.25 51.85 170.73 83.06
## 358 50.37 49.13 203.56 77.08
## 359 0.04 28.60 88.25 15.54
## 360 31.06 51.38 126.12 41.00
## 361 13.50 37.37 67.02 28.87
## 362 12.71 36.40 69.90 45.87
## 363 34.63 28.63 156.65 35.25
## 364 18.77 45.88 63.88 39.75
## 365 8.33 38.77 78.96 26.52
## 366 18.90 60.52 150.17 53.25
## 367 14.00 44.67 79.60 41.19
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## 369 13.37 21.42 51.92 32.92
## 370 15.48 31.15 70.77 36.08
## 371 2.98 20.81 38.46 13.73
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## 374 22.63 46.75 89.79 72.12
## 375 5.87 32.85 66.04 38.06
## 376 15.50 37.04 79.71 23.79
## 377 42.71 59.85 114.17 49.90
## 378 1.94 17.52 35.08 19.19
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## 381 3.79 22.15 47.60 19.75
## 382 30.83 43.35 208.65 51.21
## 383 3.73 26.48 52.46 19.58
## 384 20.15 53.25 153.58 74.10
## 386 33.50 42.50 89.04 39.33
## 387 10.10 16.65 38.83 21.77
## 388 23.35 53.40 122.27 43.65
## 389 17.54 63.73 165.48 56.19
## 390 43.88 52.31 134.00 54.56
## 391 16.90 42.44 153.50 46.77
## 392 20.02 33.96 44.50 25.12
## 393 28.35 51.46 190.65 23.75
## 394 11.08 19.90 61.33 37.63
## 395 19.13 27.35 80.69 48.29
## 396 5.92 16.10 33.08 11.23
## 397 19.31 25.38 110.27 22.46
## 398 30.02 41.13 94.50 40.88
## 399 38.85 50.92 141.46 23.79
## 400 27.21 59.94 99.94 45.31
## 401 25.69 70.29 110.69 41.96
## 402 11.37 33.08 64.23 18.38
## 403 38.10 49.98 114.04 34.10
## 404 22.65 55.53 81.71 57.84
## 405 25.00 56.54 162.21 55.31
## 406 42.13 65.65 116.90 48.31
## 407 45.87 85.58 198.87 63.23
## 408 14.98 21.40 58.10 42.31
## 409 33.88 76.58 149.69 67.15
## 410 25.62 79.15 141.46 44.12
## 411 31.31 41.29 84.42 55.12
## 412 34.63 69.12 106.52 50.69
## 413 22.33 48.38 75.06 38.88
## 414 29.62 56.83 119.02 32.21
## 415 34.94 61.50 151.46 49.54
## 416 24.08 61.04 148.96 31.12
## 417 22.56 64.13 95.81 28.79
## 418 41.29 66.83 100.00 60.54
## 419 47.65 82.60 170.54 75.04
## 420 60.85 91.50 179.98 66.56
## 421 52.25 94.31 154.87 62.21
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## 423 34.46 48.96 109.58 25.33
## 424 48.02 61.44 111.46 61.58
## 425 46.88 70.33 194.31 36.15
## 426 46.98 72.52 258.13 69.19
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## 428 95.67 109.10 206.75 72.44
## 429 39.06 57.96 170.96 50.44
## 430 48.71 55.98 182.21 62.75
## 431 0.00 23.90 45.23 22.85
## 432 26.17 35.83 72.00 22.22
## 433 41.23 58.46 234.87 59.12
## 434 34.46 66.88 115.46 47.06
## 435 21.31 40.79 142.65 24.17
## 436 44.40 84.04 162.90 54.23
## 437 46.10 64.12 126.77 33.44
## 438 37.19 39.12 240.88 52.96
## 439 131.54 81.77 223.73 81.88
## 440 21.31 40.27 116.12 35.33
## 441 80.46 82.60 187.87 85.62
## 442 125.00 193.31 389.42 217.65
## 443 30.27 26.17 150.71 35.44
## 444 56.56 90.92 195.69 60.33
## 445 10.40 29.15 66.62 19.37
## 446 5.02 32.85 52.15 35.44
## 447 1.29 13.21 44.19 17.38
## 448 29.96 66.08 222.25 108.73
## 449 87.73 105.87 206.31 120.44
## 450 19.19 29.52 109.52 53.35
## 451 0.63 8.48 25.52 24.13
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## 454 14.06 33.02 132.94 32.31
## 455 1.98 13.06 41.69 30.58
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## 457 17.54 37.60 142.71 64.79
## 458 210.00 251.33 788.77 325.29
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## 460 110.88 101.37 276.46 181.69
## 461 71.25 105.79 270.25 138.81
## 462 29.16 36.94 180.53 45.82
## 463 82.62 152.08 674.71 301.75
## 464 56.77 84.83 124.17 79.19
## 465 77.96 103.98 153.46 149.83
## 466 89.31 76.63 171.50 135.15
## 467 129.23 122.90 230.73 115.71
## 468 111.71 171.15 536.54 221.37
## 469 5.65 13.83 52.42 10.77
## 470 62.50 94.54 310.27 163.46
## 471 74.04 91.87 214.90 101.44
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## 473 40.67 60.52 184.33 71.38
## 474 85.98 105.92 229.00 129.81
## 475 17.15 47.58 147.79 74.15
## 476 9.00 35.44 114.75 71.48
## 477 33.02 72.00 183.62 67.44
## 478 92.96 163.73 479.19 211.15
## 479 26.42 41.38 82.33 42.44
## 480 9.52 41.10 65.50 40.42
## 481 57.00 99.67 276.90 121.46
## 482 52.92 71.37 175.19 90.88
## 483 72.15 55.04 169.67 78.60
## 484 66.50 128.79 299.50 103.63
## 485 74.60 68.08 195.94 75.02
## 486 158.77 285.88 815.17 364.63
## 487 109.75 110.12 186.19 146.08
## 488 52.65 76.88 266.25 122.25
## 489 31.27 52.56 146.62 50.65
## 490 53.25 91.27 273.42 94.96
## 491 86.79 121.73 318.35 124.33
## 492 29.94 80.02 296.15 106.21
## 493 37.37 72.48 290.75 98.67
## 494 42.58 65.87 193.04 60.00
## 495 11.67 52.98 132.67 75.96
## 496 187.94 238.44 953.06 338.52
## 497 45.54 71.46 173.00 60.60
## 498 85.65 127.85 403.12 172.44
## 499 44.00 78.29 196.63 89.65
## 500 162.37 471.19 1054.44 390.38
## 501 153.17 109.17 206.35 139.56
## 502 138.52 143.13 390.04 170.52
## 503 86.38 149.88 580.29 227.10
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## 505 99.65 168.96 376.65 157.17
## 506 55.50 61.50 120.25 65.00
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## 508 16.56 21.98 75.08 11.75
## 509 12.75 36.48 77.25 27.69
## 510 53.63 136.86 254.04 112.65
## 511 0.71 10.62 28.88 10.87
## 512 80.63 121.83 138.90 73.15
## 513 18.36 45.69 111.38 31.38
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## 515 1.69 8.46 25.94 12.42
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## 517 4.46 10.65 23.08 19.13
## 518 20.38 42.58 62.54 41.00
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## 524 26.31 80.19 151.25 59.44
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## 528 48.10 96.73 246.48 80.73
## 529 13.69 35.35 71.65 26.27
## 530 32.23 53.81 192.17 72.04
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## 533 26.90 46.33 76.37 27.06
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## 535 62.63 70.23 131.50 82.13
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## 540 23.52 54.21 103.71 57.77
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## 543 3.50 25.73 63.23 29.19
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## 545 15.63 36.73 115.35 24.40
## 546 37.88 76.83 192.79 50.38
## 547 24.67 35.73 81.48 27.33
## 548 41.08 52.42 142.40 34.27
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## 550 26.12 67.13 222.23 64.87
## 551 22.12 40.54 118.29 22.90
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## 555 90.87 138.75 376.56 76.31
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## 558 39.21 41.48 164.79 48.46
## 559 4.73 25.19 74.79 15.56
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## 584 0.04 20.69 37.96 8.31
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## 597 33.27 45.33 107.29 47.92
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## 610 71.58 88.29 234.08 87.73
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## 622 16.69 54.17 94.54 37.96
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## 624 37.60 82.00 200.42 40.04
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## 650 2.52 18.77 28.06 14.87
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## 652 35.58 72.87 186.85 112.98
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## 656 5.94 13.19 64.35 12.54
## 657 0.83 6.96 26.00 20.13
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## 659 56.60 108.21 552.54 66.06
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## 664 152.00 156.37 491.77 82.42
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## 669 65.90 76.54 173.00 46.83
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## 671 30.54 80.40 162.15 79.35
## 672 51.10 74.20 147.31 63.63
## 673 79.13 116.25 368.40 78.65
## 674 11.08 27.83 59.06 23.33
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## 676 75.02 78.00 168.31 97.21
## 677 62.00 85.08 175.38 87.96
## 678 5.31 21.54 64.75 24.67
## 679 41.71 52.96 163.87 42.46
## 680 30.10 49.87 165.54 64.21
## 681 62.31 107.46 328.94 205.40
## 682 36.48 59.35 178.50 86.98
## 683 48.56 44.38 216.17 113.58
## 684 6.19 16.77 45.63 26.96
## 685 15.77 56.60 107.46 77.33
## 686 152.67 135.00 734.75 273.19
## 687 64.54 78.38 196.38 89.90
## 688 79.13 159.06 467.98 191.12
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## 690 70.28 109.90 273.00 104.52
## 691 60.25 88.15 253.77 107.92
## 692 42.15 44.23 131.15 60.31
## 693 6.71 15.02 39.85 21.52
## 694 25.62 12.63 109.77 68.67
## 695 14.17 19.77 98.15 29.33
## 696 71.96 99.12 340.44 91.73
## 697 5.67 16.25 46.13 23.54
## 698 40.40 92.54 221.69 116.10
## 699 27.81 54.63 111.04 79.10
## 700 65.13 89.12 243.37 153.04
## 701 82.10 99.46 473.40 116.19
## 702 12.85 28.42 69.42 45.56
## 703 40.90 57.31 207.75 69.75
## 704 37.10 67.30 190.00 75.70
## 705 360.19 336.73 1424.27 342.37
## 706 58.04 50.96 430.27 93.00
## 707 50.94 50.62 255.17 103.67
## 708 71.63 101.19 284.17 115.85
## 709 117.40 156.23 323.27 185.23
## 710 37.62 43.37 267.02 81.40
## 711 128.27 218.48 659.10 208.27
## 712 16.13 32.06 126.10 71.63
## 713 81.90 124.08 223.04 136.00
## 714 139.58 133.73 309.17 174.52
## 715 42.56 52.33 226.00 94.19
## 716 20.53 28.27 107.22 47.82
## 717 59.12 95.83 229.15 120.63
## 718 36.40 73.52 177.23 80.29
## 719 88.77 95.92 266.56 130.58
## 720 96.17 69.77 185.60 133.46
## 721 104.53 135.61 273.51 142.49
## 722 24.83 34.15 74.37 36.13
## 723 2.52 13.60 39.87 8.63
## 724 3.96 21.52 52.71 18.40
## 725 13.72 32.94 59.98 24.09
## 726 14.73 36.27 85.65 44.86
## 727 9.21 33.42 92.58 20.27
## 728 30.73 41.79 232.56 45.71
## 729 15.94 29.81 119.21 29.44
## 730 88.00 102.65 247.46 89.73
## 731 27.67 34.17 92.44 32.60
## 732 28.37 67.81 131.65 44.56
## 733 22.85 40.19 78.73 41.12
## 734 46.98 61.83 166.52 52.17
## 735 5.67 22.21 44.31 7.27
## 736 18.04 49.25 169.54 39.04
## 737 27.06 41.63 217.38 52.85
## 738 11.38 21.25 53.71 15.79
## 739 24.37 58.48 123.00 32.92
## 740 113.98 105.87 167.04 133.37
## 741 51.00 134.67 327.48 108.88
## 742 12.15 34.73 84.90 26.75
## 743 102.50 117.42 405.79 124.77
## 744 0.08 15.37 37.19 15.35
## 745 12.88 23.48 89.21 18.19
## 746 19.23 34.81 131.77 29.69
## 747 6.77 15.19 45.92 15.12
## 748 22.42 39.06 156.87 48.92
## 749 7.88 19.40 73.67 20.65
## 750 9.62 30.06 83.35 42.12
## 751 24.31 50.42 133.96 51.29
## 752 198.42 306.40 792.15 203.65
## 753 16.52 51.31 65.15 41.90
## 754 7.46 34.31 73.29 23.37
## 755 25.06 46.98 161.81 47.25
## 756 19.35 30.77 86.02 32.75
## 757 29.13 54.62 128.98 35.69
## 758 66.54 92.40 230.58 71.15
## 759 99.44 126.88 425.58 108.62
## 760 54.31 117.54 353.42 97.17
## 761 13.96 40.79 117.25 37.58
## 762 14.63 24.42 116.15 26.04
## 763 3.60 17.00 52.38 10.69
## 764 36.06 84.77 255.46 105.79
## 765 24.60 45.35 183.83 50.17
## 766 3.15 32.93 49.00 18.00
## 767 30.15 74.52 110.79 43.27
## 768 14.58 22.52 73.54 32.15
## 769 7.60 26.60 86.15 24.88
## 770 27.44 38.67 93.10 59.35
## 771 38.83 47.79 195.31 37.75df1$df_low <- ifelse(df1$revenue < mean(df1$revenue),1,0)
df1$df_high <- ifelse(df1$revenue >= mean(df1$revenue),1,0)
df1 %>% group_by(df_low,df_high) %>% summarise(Total=n(),Average_size=round(mean(size),2), Avg_Revenue=round(mean(revenue),2))## `summarise()` has grouped output by 'df_low'. You can override using the
## `.groups` argument.## # A tibble: 2 × 5
## # Groups: df_low [2]
## df_low df_high Total Average_size Avg_Revenue
## <dbl> <dbl> <int> <dbl> <dbl>
## 1 0 1 281 882. 5969.
## 2 1 0 474 680. 2241.Comment about the relationship between revenue and size by discussing means.
6 - Correlation betweeen revenue and size
ggplot(df, aes(x=size, y=revenue )) + geom_point(data = df, aes(size, revenue)) library(“ggpubr”) library(“ggcorrplot”)
library("ggpubr")
library("ggplot2")
library("ggcorrplot")
res <- cor.test(df1$size, df1$revenue,
method = "pearson")
res##
## Pearson's product-moment correlation
##
## data: df1$size and df1$revenue
## t = 21.543, df = 753, p-value < 2.2e-16
## alternative hypothesis: true correlation is not equal to 0
## 95 percent confidence interval:
## 0.5713269 0.6597866
## sample estimates:
## cor
## 0.6175055res1 <- cor.test(df1$size, df1$revenue,
method = "kendall")
res1##
## Kendall's rank correlation tau
##
## data: df1$size and df1$revenue
## z = 23.686, p-value < 2.2e-16
## alternative hypothesis: true tau is not equal to 0
## sample estimates:
## tau
## 0.5765648ggscatter(df1, x = "size", y = "revenue",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Store Size", ylab = "Store Revenue")## `geom_smooth()` using formula 'y ~ x'
mydata <- df1[, -c(1,2,3,4)]
corr <- round(cor(mydata), 1)
# argument lab = TRUE
ggcorrplot(corr,
hc.order = TRUE,
type = "lower",
lab = TRUE)
Comment on the output from above.
7 - Boxplots of revenue for each region
rev <- ggplot(df1, aes(x=region, y=revenue, color=region)) +
geom_boxplot()
rev
Comment on the distribution of revenue within each region.
8 - Bar chart of gross_profit for each province
df_new<-df1 %>% group_by(province) %>% summarise(Total_proit=sum(gross_profit))
p<-ggplot(data=df_new, aes(x=province, y=Total_proit)) +
geom_bar(stat="identity", fill="steelblue")+
theme_minimal()
p
Comment about the findings from the chart above.
9 - Correlation matrix of average store sales for product categories
df1$sell<-df1$units * df1$cost
df1 %>% select(store,sell) %>% arrange(desc(sell)) %>% head(2)## store sell
## 1 85527 138245476
## 2 38996 108508036df1 %>% select(store,sell) %>% arrange(sell) %>% head(2)## store sell
## 1 5463 31317.12
## 2 769 51072.67- Product categories that sell together the least.
- Product categories that sell together the most.