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Transcript of Store24 (Eddy)
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7/28/2019 Store24 (Eddy)
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Nmero de
meses
Promedio
Antigedad
de Directivos
Nmero de
meses
Promedio
Antigedad
de Personal
Poblacin en
un radio de
media milla
Nmero de
competidores pr
10mil personas
en un radio de
media milla
store Sales Profit MTenure CTenure Pop Comp
2 1619874 424007 86.22219 6.63655 8630 4.235555
3 1099921 222735 23.88854 5.026694 9695 4.494666
5 1227841 300480 3.87737 6.86653 20335 1.651364
6 1703140 469050 149.9359 11.35113 16926 3.184613
7 1809256 476355 62.5308 7.326488 17754 3.3779
9 2113089 474725 108.9935 6.061602 26519 2.63763
10 1080979 278625 31.47899 23.19507 16381 2.270771
11 1583446 389886 44.81977 2.036961 21550 3.272398
12 1444714 329020 277.9877 6.63655 11160 4.903895
14 1171491 261571 87.37226 2.956879 6898 4.233057
16 883864 196277 23.65853 4.681725 6872 3.344703
17 1095695 265584 31.709 3.646817 14477 2.561704
18 1704826 394039 239.9698 33.77413 3807 3.994713
19 1127332 261495 3.417343 16.98563 4669 2.75361620 1320950 269235 65.06095 5.946612 15377 4.148495
21 1237518 282584 24.11856 7.211499 14022 4.020201
22 1433440 367036 18.36822 25.95483 8280 4.46436
23 1351972 277414 12.38787 3.416838 13797 3.594539
24 1071307 267354 44.81977 3.416838 9069 3.28059
27 985862 230194 50.11008 17.44559 8153 3.719806
28 1141465 273036 23.88854 16.98563 14673 3.193422
29 924782 263956 19.51829 23.54004 11350 5.392077
30 1874873 333607 73.34144 23.42505 1116 3.578323
32 828918 149033 36.07926 6.63655 9697 4.641468
33 1369092 292745 51.72017 3.876797 8177 5.309016
34 1557084 382199 29.17885 19.74538 10923 2.361195
35 1443230 322624 36.99931 14.80082 14361 3.613021
36 1016950 219292 41.59958 20.89528 3218 3.929021
37 1202917 187765 23.1985 1.347023 8870 4.491863
38 991524 203184 15.60806 1.577002 6557 4.225993
39 979361 221130 34.69918 5.486653 8896 5.046338
40 1042664 222913 122.7943 16.75565 2521 11.12788
41 744211 147327 14.91802 11.92608 9701 4.3646
42 1273855 264072 2.497289 86.09446 2106 3.231049
43 1296711 337233 177.5704 5.486653 3495 3.653641
44 1807740 439781 182.2364 114.1519 20624 3.628561
45 1602362 410149 47.64565 9.166325 17808 3.472609
46 1339214 315780 6.177505 5.256673 9285 3.144458
47 1665657 387853 12.8479 6.63655 23623 2.422707
48 1243167 284169 31.47899 8.246407 8491 4.848749
49 983296 195276 55.40039 14.68583 1863 3.71387150 935257 251013 12.8479 16.06571 14653 1.751638
51 1027035 237344 3.417343 7.096509 3126 2.447474
52 1073008 169201 24.11856 3.416838 14859 6.585143
53 1355684 365018 57.24049 8.246407 6909 3.156869
54 811190 159792 6.670391 3.876797 3747 3.756011
55 925744 147672 6.670391 18.3655 10532 6.389294
56 916197 189235 4.797424 2.726899 13740 4.597269
57 699306 122180 24.34857 2.956879 3642 2.973376
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58 989760 227601 4.56741 4.106776 8477 3.993874
59 1334898 303069 13.30792 13.76591 6231 3.301353
60 1433624 356071 33.51625 6.406571 8845 2.719548
61 716589 177046 21.81842 13.30595 3014 3.263994
62 942915 202641 12.15786 6.86653 9820 4.20145
63 1045264 239036 8.247626 6.86653 7581 4.13658
65 1349972 301641 150.2317 23.42505 1075 3.21896
66 879581 146058 115.2039 3.876797 1046 6.56979
67 1228052 362067 5.257451 3.416838 11552 3.583143
68 1018195 236339 17.44816 2.26694 9018 3.50481
69 1574290 375393 44.12973 26.75975 5050 3.949484
70 1207204 254203 14.91802 3.876797 19809 3.122484
71 977566 198529 43.89972 38.37372 3265 3.856324
72 848140 196772 126.4745 27.44969 3151 3.680586
73 1115450 279193 41.13955 6.406571 6276 4.180132
74 1782957 518998 171.0972 29.51951 10913 2.31985
75 1321870 296826 2.267276 8.706366 8966 1.886111
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Visibilidad Trfico de peatones
Visibility 1 Visibility 2 Visibility 3 Visibility 4 Visibility 5 PedCount 1 PedCount 2
0 0 0 1 0 0 0
0 0 1 0 0 0 0
0 1 0 0 0 0 0
0 0 1 0 0 0 0
0 1 0 0 0 0 0
0 1 0 0 0 0 0
0 0 0 1 0 0 0
0 1 0 0 0 0 0
0 0 0 1 0 0 0
0 0 0 1 0 0 1
0 0 1 0 0 0 0
0 0 1 0 0 0 0
0 0 0 0 1 0 0
0 1 0 0 0 0 00 0 1 0 0 0 1
0 0 1 0 0 0 0
0 0 0 1 0 0 0
0 0 1 0 0 0 0
0 1 0 0 0 0 0
0 0 1 0 0 0 1
0 0 1 0 0 0 0
0 0 1 0 0 0 1
0 0 1 0 0 0 1
0 0 1 0 0 0 0
0 0 1 0 0 0 1
0 0 0 1 0 0 0
0 0 0 1 0 0 0
0 0 1 0 0 0 1
0 0 1 0 0 0 0
0 0 1 0 0 0 1
0 1 0 0 0 0 0
0 0 1 0 0 0 0
0 1 0 0 0 0 0
0 0 1 0 0 0 1
0 0 0 1 0 0 0
0 0 1 0 0 0 0
0 0 0 0 1 0 0
0 0 0 1 0 0 0
0 1 0 0 0 0 0
0 0 1 0 0 0 1
0 0 0 1 0 1 00 0 1 0 0 0 0
0 1 0 0 0 0 0
0 0 1 0 0 0 0
0 1 0 0 0 0 1
0 0 1 0 0 0 1
0 0 0 1 0 0 0
0 1 0 0 0 0 0
0 0 1 0 0 0 1
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0 0 0 1 0 0 1
0 0 1 0 0 0 0
0 0 1 0 0 0 0
0 0 1 0 0 1 0
0 0 1 0 0 0 0
0 0 1 0 0 0 0
0 0 1 0 0 1 0
0 1 0 0 0 0 0
0 0 1 0 0 0 0
0 0 0 1 0 0 1
0 0 1 0 0 0 0
0 0 1 0 0 0 0
0 1 0 0 0 1 0
0 1 0 0 0 1 0
0 0 0 1 0 0 0
0 0 1 0 0 0 0
0 0 0 1 0 0 0
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PedCount 3 PedCount 4 PedCount 5 Res Hours24 ServQual mskill
1 0 0 1 1 94.7351 3.556667
1 0 0 1 1 78.94776 4.116667
0 0 1 0 1 68.42164 2.588889
0 1 0 1 0 94.7351 4.605556
0 0 1 1 1 81.57837 3.1
0 1 0 1 1 100 3.583333
1 0 0 1 0 100 3.561111
0 0 1 1 1 100 3.2
0 1 0 1 0 100 3.238889
0 0 0 1 1 100 4.89
1 0 0 1 0 97.36939 3
0 1 0 1 1 78.94776 3
1 0 0 1 1 97.36939 3.866667
1 0 0 1 1 68.42164 3.0833330 0 0 1 1 100 3.894444
1 0 0 1 1 94.7351 3.677778
1 0 0 1 1 100 3.973333
0 1 0 1 1 100 4.588889
1 0 0 1 0 100 3.083333
0 0 0 1 1 100 3.543333
0 1 0 1 0 84.20898 2.988889
0 0 0 1 1 100 3.61
0 0 0 1 1 100 3.473333
1 0 0 1 0 73.68654 3.55
0 0 0 1 1 96.05408 3.088889
0 1 0 1 1 97.36939 3.577778
1 0 0 1 1 100 3.916667
0 0 0 1 1 100 4.244444
1 0 0 1 1 73.68654 4.016667
0 0 0 1 1 100 4.494444
0 1 0 1 1 81.57837 3.872222
0 1 0 1 1 78.94776 4.194445
1 0 0 1 1 81.13993 3.672222
0 0 0 1 1 98.68839 3.656667
1 0 0 1 1 94.7351 3.608233
0 1 0 0 1 86.84327 4.172222
1 0 0 1 1 100 4.622222
1 0 0 1 1 60.52612 4.444445
0 0 1 1 1 99.80105 2.95
0 0 0 1 1 97.36939 3.872222
0 0 0 1 1 81.58205 3.5766670 1 0 1 0 76.31715 3.016667
0 1 0 1 1 60.52612 3.15
1 0 0 1 1 94.7351 3.833333
0 0 0 1 1 94.7351 3.683333
0 0 0 1 1 65.78734 3.933333
1 0 0 1 1 76.31346 3.477778
1 0 0 1 0 64.35046 2.8
0 0 0 1 1 84.21266 2.956667
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0 0 0 1 1 57.89552 3.05
1 0 0 1 1 100 3.233333
0 1 0 1 1 57.89552 3.344445
0 0 0 1 1 73.68654 3.126667
0 1 0 1 0 61.40299 3.3
1 0 0 1 1 100 3.666667
0 0 0 1 1 63.15673 3.44
1 0 0 1 1 80.26675 2.673333
1 0 0 1 1 97.36939 3.15
0 0 0 1 1 81.31677 3
1 0 0 1 1 92.89294 3.94
0 1 0 1 0 78.94407 3.538889
0 0 0 1 1 79.94253 3.466667
0 0 0 1 1 73.68654 4.416667
1 0 0 1 1 85.9664 4.083333
0 1 0 1 0 94.73878 4.405556
0 1 0 0 1 89.47388 3.344445
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Anlisis de regresin: Profit vs. MTenure,
cskill
3.2 La ecuacin de regresin es
3.8 Profit = 239602 + 895 MTenure + 5.62 Pop
3.65 + 58875 Hours24
3.58
3.94
3.22 Coef.
3.54 Predictor Coef de EE T P
3.43 Constante 239602 35934 6.67 0.000
3.35 MTenure 895.1 133.8 6.69 0.000
2.54 Pop 5.617 1.462 3.84 0.000
3.05 Comp -26452 5961 -4.44 0.000
3.2 PedCount 1 -75920 31333 -2.42 0.018
3.18 Hours24 58875 20482 2.87 0.006
3.653.8
3.6 S = 60920.2 R-cuad. = 59.2% R-cuad.(a
3.3
3.65
2.4 Anlisis de varianza
4.03
3.55 Fuente GL SC MC F
3.46 Regresin 5 3.23133E+11 64626662
3.52 Error residual 60 2.22676E+11 3711272
3.28 Total 65 5.45810E+11
3.56
3.58
3.9 Fuente GL SC sec.
3.5 MTenure 1 98139741208
3.38 Pop 1 1.25047E+11
3.68 Comp 1 52086133565
3.9 PedCount 1 1 17196537040
3.45 Hours24 1 30664147068
3.03
3.44
3.73 Observaciones poco comunes
4.06
3.58 Residuo
3.4 Obs MTenure Profit Ajuste Ajuste SE R
4.23 9 278 329020 421404 32884 -92
3.42 17 18 367036 243338 10123 12
3.23 32 123 222913 128197 41097 94.64 49 24 122180 262078 14922 -13
3.66 65 171 518998 392691 24484 12
3.83
3.63 R denota una observacin con un residuo
3.08 X denota una observacin cuyo valor X le
3.49
3.1 * NOTA * Todos los valores de la columna
3.35
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2.93
3.22
3.37
3.07
3.08
3.38
3.73
4.03
3.37
2.83
3.56
3.24
3.88
3.73
3.2
3.5
3.57
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op, ...
- 26452 Comp - 75920 PedCount 1
justado) = 55.8%
P
674 17.41 0.000
326
esiduo estndar
384 -1.80 X
698 2.06R
716 2.11RX898 -2.37R
6307 2.26R
estandarizado grande.
oncede gran influencia.
son idnticos.
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Nmero de
meses
Promedio
Antigedad
de Directivos
Nmero de
meses
Promedio
Antigedad
de Personal
Poblacin en
un radio de
media milla
Nmero de
competidores pr
10mil personas
en un radio de
media milla
store Sales Profit MTenure CTenure Pop Comp
1 1060294 265014 0 24.80493 7535 2.797888
2 1619874 424007 86.22219 6.63655 8630 4.235555
3 1099921 222735 23.88854 5.026694 9695 4.494666
5 1227841 300480 3.87737 6.86653 20335 1.651364
6 1703140 469050 149.9359 11.35113 16926 3.184613
7 1809256 476355 62.5308 7.326488 17754 3.3779
9 2113089 474725 108.9935 6.061602 26519 2.63763
10 1080979 278625 31.47899 23.19507 16381 2.270771
11 1583446 389886 44.81977 2.036961 21550 3.272398
12 1444714 329020 277.9877 6.63655 11160 4.903895
14 1171491 261571 87.37226 2.956879 6898 4.233057
15 1005627 203951 0 8.476386 8684 3.84422
16 883864 196277 23.65853 4.681725 6872 3.344703
17 1095695 265584 31.709 3.646817 14477 2.56170418 1704826 394039 239.9698 33.77413 3807 3.994713
19 1127332 261495 3.417343 16.98563 4669 2.753616
20 1320950 269235 65.06095 5.946612 15377 4.148495
21 1237518 282584 24.11856 7.211499 14022 4.020201
22 1433440 367036 18.36822 25.95483 8280 4.46436
23 1351972 277414 12.38787 3.416838 13797 3.594539
24 1071307 267354 44.81977 3.416838 9069 3.28059
27 985862 230194 50.11008 17.44559 8153 3.719806
28 1141465 273036 23.88854 16.98563 14673 3.193422
29 924782 263956 19.51829 23.54004 11350 5.392077
30 1874873 333607 73.34144 23.42505 1116 3.578323
31 993597 211885 0 10.77618 2578 3.100689
32 828918 149033 36.07926 6.63655 9697 4.641468
33 1369092 292745 51.72017 3.876797 8177 5.30901634 1557084 382199 29.17885 19.74538 10923 2.361195
35 1443230 322624 36.99931 14.80082 14361 3.613021
36 1016950 219292 41.59958 20.89528 3218 3.929021
37 1202917 187765 23.1985 1.347023 8870 4.491863
38 991524 203184 15.60806 1.577002 6557 4.225993
39 979361 221130 34.69918 5.486653 8896 5.046338
40 1042664 222913 122.7943 16.75565 2521 11.12788
41 744211 147327 14.91802 11.92608 9701 4.3646
42 1273855 264072 2.497289 86.09446 2106 3.231049
43 1296711 337233 177.5704 5.486653 3495 3.653641
44 1807740 439781 182.2364 114.1519 20624 3.628561
45 1602362 410149 47.64565 9.166325 17808 3.472609
46 1339214 315780 6.177505 5.256673 9285 3.14445847 1665657 387853 12.8479 6.63655 23623 2.422707
48 1243167 284169 31.47899 8.246407 8491 4.848749
49 983296 195276 55.40039 14.68583 1863 3.713871
50 935257 251013 12.8479 16.06571 14653 1.751638
51 1027035 237344 3.417343 7.096509 3126 2.447474
52 1073008 169201 24.11856 3.416838 14859 6.585143
53 1355684 365018 57.24049 8.246407 6909 3.156869
54 811190 159792 6.670391 3.876797 3747 3.756011
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55 925744 147672 6.670391 18.3655 10532 6.389294
56 916197 189235 4.797424 2.726899 13740 4.597269
57 699306 122180 24.34857 2.956879 3642 2.973376
58 989760 227601 4.56741 4.106776 8477 3.993874
59 1334898 303069 13.30792 13.76591 6231 3.301353
60 1433624 356071 33.51625 6.406571 8845 2.719548
61 716589 177046 21.81842 13.30595 3014 3.263994
62 942915 202641 12.15786 6.86653 9820 4.20145
63 1045264 239036 8.247626 6.86653 7581 4.13658
64 969509 221157 0 0.8870637 17110 2.378613
65 1349972 301641 150.2317 23.42505 1075 3.21896
66 879581 146058 115.2039 3.876797 1046 6.56979
67 1228052 362067 5.257451 3.416838 11552 3.583143
68 1018195 236339 17.44816 2.26694 9018 3.50481
69 1574290 375393 44.12973 26.75975 5050 3.949484
70 1207204 254203 14.91802 3.876797 19809 3.122484
71 977566 198529 43.89972 38.37372 3265 3.856324
72 848140 196772 126.4745 27.44969 3151 3.680586
73 1115450 279193 41.13955 6.406571 6276 4.180132
74 1782957 518998 171.0972 29.51951 10913 2.31985
75 1321870 296826 2.267276 8.706366 8966 1.886111
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Visibilidad Trfico de peatones
Visibility 1 Visibility 2 Visibility 3 Visibility 4 Visibility 5 PedCount 1 PedCount 2
0 0 1 0 0 0 0
0 0 0 1 0 0 0
0 0 1 0 0 0 0
0 1 0 0 0 0 0
0 0 1 0 0 0 0
0 1 0 0 0 0 0
0 1 0 0 0 0 0
0 0 0 1 0 0 0
0 1 0 0 0 0 0
0 0 0 1 0 0 0
0 0 0 1 0 0 1
0 0 1 0 0 0 0
0 0 1 0 0 0 0
0 0 1 0 0 0 00 0 0 0 1 0 0
0 1 0 0 0 0 0
0 0 1 0 0 0 1
0 0 1 0 0 0 0
0 0 0 1 0 0 0
0 0 1 0 0 0 0
0 1 0 0 0 0 0
0 0 1 0 0 0 1
0 0 1 0 0 0 0
0 0 1 0 0 0 1
0 0 1 0 0 0 1
0 1 0 0 0 0 1
0 0 1 0 0 0 0
0 0 1 0 0 0 10 0 0 1 0 0 0
0 0 0 1 0 0 0
0 0 1 0 0 0 1
0 0 1 0 0 0 0
0 0 1 0 0 0 1
0 1 0 0 0 0 0
0 0 1 0 0 0 0
0 1 0 0 0 0 0
0 0 1 0 0 0 1
0 0 0 1 0 0 0
0 0 1 0 0 0 0
0 0 0 0 1 0 0
0 0 0 1 0 0 00 1 0 0 0 0 0
0 0 1 0 0 0 1
0 0 0 1 0 1 0
0 0 1 0 0 0 0
0 1 0 0 0 0 0
0 0 1 0 0 0 0
0 1 0 0 0 0 1
0 0 1 0 0 0 1
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0 0 0 1 0 0 0
0 1 0 0 0 0 0
0 0 1 0 0 0 1
0 0 0 1 0 0 1
0 0 1 0 0 0 0
0 0 1 0 0 0 0
0 0 1 0 0 1 0
0 0 1 0 0 0 0
0 0 1 0 0 0 0
0 0 0 1 0 0 0
0 0 1 0 0 1 0
0 1 0 0 0 0 0
0 0 1 0 0 0 0
0 0 0 1 0 0 1
0 0 1 0 0 0 0
0 0 1 0 0 0 0
0 1 0 0 0 1 0
0 1 0 0 0 1 0
0 0 0 1 0 0 0
0 0 1 0 0 0 0
0 0 0 1 0 0 0
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PedCount 3 PedCount 4 PedCount 5 Res Hours24 ServQual mskill
1 0 0 1 1 86.84327 3.15
1 0 0 1 1 94.7351 3.556667
1 0 0 1 1 78.94776 4.116667
0 0 1 0 1 68.42164 2.588889
0 1 0 1 0 94.7351 4.605556
0 0 1 1 1 81.57837 3.1
0 1 0 1 1 100 3.583333
1 0 0 1 0 100 3.561111
0 0 1 1 1 100 3.2
0 1 0 1 0 100 3.238889
0 0 0 1 1 100 4.89
0 1 0 1 1 94.7351 3.427778
1 0 0 1 0 97.36939 3
0 1 0 1 1 78.94776 31 0 0 1 1 97.36939 3.866667
1 0 0 1 1 68.42164 3.083333
0 0 0 1 1 100 3.894444
1 0 0 1 1 94.7351 3.677778
1 0 0 1 1 100 3.973333
0 1 0 1 1 100 4.588889
1 0 0 1 0 100 3.083333
0 0 0 1 1 100 3.543333
0 1 0 1 0 84.20898 2.988889
0 0 0 1 1 100 3.61
0 0 0 1 1 100 3.473333
0 0 0 1 1 88.9286 2.673333
1 0 0 1 0 73.68654 3.55
0 0 0 1 1 96.05408 3.0888890 1 0 1 1 97.36939 3.577778
1 0 0 1 1 100 3.916667
0 0 0 1 1 100 4.244444
1 0 0 1 1 73.68654 4.016667
0 0 0 1 1 100 4.494444
0 1 0 1 1 81.57837 3.872222
0 1 0 1 1 78.94776 4.194445
1 0 0 1 1 81.13993 3.672222
0 0 0 1 1 98.68839 3.656667
1 0 0 1 1 94.7351 3.608233
0 1 0 0 1 86.84327 4.172222
1 0 0 1 1 100 4.622222
1 0 0 1 1 60.52612 4.4444450 0 1 1 1 99.80105 2.95
0 0 0 1 1 97.36939 3.872222
0 0 0 1 1 81.58205 3.576667
0 1 0 1 0 76.31715 3.016667
0 1 0 1 1 60.52612 3.15
1 0 0 1 1 94.7351 3.833333
0 0 0 1 1 94.7351 3.683333
0 0 0 1 1 65.78734 3.933333
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1 0 0 1 1 76.31346 3.477778
1 0 0 1 0 64.35046 2.8
0 0 0 1 1 84.21266 2.956667
0 0 0 1 1 57.89552 3.05
1 0 0 1 1 100 3.233333
0 1 0 1 1 57.89552 3.344445
0 0 0 1 1 73.68654 3.126667
0 1 0 1 0 61.40299 3.3
1 0 0 1 1 100 3.666667
1 0 0 1 1 89.47388 3.311111
0 0 0 1 1 63.15673 3.44
1 0 0 1 1 80.26675 2.673333
1 0 0 1 1 97.36939 3.15
0 0 0 1 1 81.31677 3
1 0 0 1 1 92.89294 3.94
0 1 0 1 0 78.94407 3.538889
0 0 0 1 1 79.94253 3.466667
0 0 0 1 1 73.68654 4.416667
1 0 0 1 1 85.9664 4.083333
0 1 0 1 0 94.73878 4.405556
0 1 0 0 1 89.47388 3.344445
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Anlisis de regresin: Profit vs. MTenure,
cskill
3.56 La ecuacin de regresin es
3.2 Profit = 203699 + 666 MTenure - 25728 C
3.8 - 142567 PedCount 2 - 116529 PedC
3.65 + 1402 ServQual + 37389 mskill
3.58
3.94
3.22 Coef.
3.54 Predictor Coef de EE T P
3.43 Constante 203699 69156 2.95 0.005
3.35 MTenure 665.6 139.4 4.77 0.000
2.54 Comp -25728 5715 -4.50 0.000
3.5 PedCount 1 -190689 42702 -4.47 0.000
3.05 PedCount 2 -142567 35051 -4.07 0.000
3.2 PedCount 3 -116529 33635 -3.46 0.0013.18 PedCount 4 -95281 34713 -2.74 0.008
3.65 ServQual 1402.1 625.4 2.24 0.029
3.8 mskill 37389 15271 2.45 0.017
3.6
3.3
3.65 S = 59316.2 R-cuad. = 61.7% R-cuad.(a
2.4
4.03
3.55 Anlisis de varianza
3.46
3.52 Fuente GL SC MC F
2.86 Regresin 8 3.45402E+11 43175218
3.28 Error residual 61 2.14623E+11 3518411
3.56 Total 69 5.60025E+113.58
3.9
3.5 Fuente GL SC sec.
3.38 MTenure 1 1.08311E+11
3.68 Comp 1 94658617323
3.9 PedCount 1 1 51348150063
3.45 PedCount 2 1 10925990599
3.03 PedCount 3 1 8098179820
3.44 PedCount 4 1 21149603985
3.73 ServQual 1 29818706710
4.06 mskill 1 21091492086
3.58
3.44.23 Observaciones poco comunes
3.42
3.23 Residuo
4.64 Obs MTenure Profit Ajuste Ajuste SE R
3.66 2 86 424007 301401 13242 122
3.83 10 278 329020 428602 33308 -9
3.63 35 123 222913 171374 43642 51
3.08
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3.49 R denota una observacin con un residuo
3.1 X denota una observacin cuyo valor X le
3.35
2.93
3.22
3.37
3.07
3.08
3.38
3.28
3.73
4.03
3.37
2.83
3.56
3.24
3.88
3.73
3.2
3.5
3.57
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omp, ...
mp - 190689 PedCount 1
ount 3 - 95281 PedCount 4
justado) = 56.7%
P
065 12.27 0.000
449
esiduo estndar
606 2.12R
582 -2.03R
539 1.28 X
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estandarizado grande.
oncede gran influencia
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Nmero de
meses
Promedio
Antigedad
de Directivos
Nmero de
meses
Promedio
Antigedad
de Personal
Poblacin en
un radio de
media milla
Nmero de
competidores pr
10mil personas
en un radio de
media milla
store Sales Profit MTenure CTenure Pop Comp
1 1060294 265014 0 24.80493 7535 2.797888
2 1619874 424007 86.22219 6.63655 8630 4.235555
3 1099921 222735 23.88854 5.026694 9695 4.494666
4 1053860 210122 0 5.371663 2797 4.253946
5 1227841 300480 3.87737 6.86653 20335 1.651364
6 1703140 469050 149.9359 11.35113 16926 3.184613
7 1809256 476355 62.5308 7.326488 17754 3.3779
8 1378482 361115 0 56.77208 20824 2.895114
9 2113089 474725 108.9935 6.061602 26519 2.63763
10 1080979 278625 31.47899 23.19507 16381 2.270771
11 1583446 389886 44.81977 2.036961 21550 3.272398
12 1444714 329020 277.9877 6.63655 11160 4.903895
13 857843 152513 0.6571813 1.577002 14186 4.435671
14 1171491 261571 87.37226 2.956879 6898 4.23305715 1005627 203951 0 8.476386 8684 3.84422
16 883864 196277 23.65853 4.681725 6872 3.344703
17 1095695 265584 31.709 3.646817 14477 2.561704
18 1704826 394039 239.9698 33.77413 3807 3.994713
19 1127332 261495 3.417343 16.98563 4669 2.753616
20 1320950 269235 65.06095 5.946612 15377 4.148495
21 1237518 282584 24.11856 7.211499 14022 4.020201
22 1433440 367036 18.36822 25.95483 8280 4.46436
23 1351972 277414 12.38787 3.416838 13797 3.594539
24 1071307 267354 44.81977 3.416838 9069 3.28059
25 1282886 282124 0 10.31622 6183 3.51702
26 898548 211912 0.6571813 20.43532 9999 4.178195
27 985862 230194 50.11008 17.44559 8153 3.719806
28 1141465 273036 23.88854 16.98563 14673 3.19342229 924782 263956 19.51829 23.54004 11350 5.392077
30 1874873 333607 73.34144 23.42505 1116 3.578323
31 993597 211885 0 10.77618 2578 3.100689
32 828918 149033 36.07926 6.63655 9697 4.641468
33 1369092 292745 51.72017 3.876797 8177 5.309016
34 1557084 382199 29.17885 19.74538 10923 2.361195
35 1443230 322624 36.99931 14.80082 14361 3.613021
36 1016950 219292 41.59958 20.89528 3218 3.929021
37 1202917 187765 23.1985 1.347023 8870 4.491863
38 991524 203184 15.60806 1.577002 6557 4.225993
39 979361 221130 34.69918 5.486653 8896 5.046338
40 1042664 222913 122.7943 16.75565 2521 11.12788
41 744211 147327 14.91802 11.92608 9701 4.364642 1273855 264072 2.497289 86.09446 2106 3.231049
43 1296711 337233 177.5704 5.486653 3495 3.653641
44 1807740 439781 182.2364 114.1519 20624 3.628561
45 1602362 410149 47.64565 9.166325 17808 3.472609
46 1339214 315780 6.177505 5.256673 9285 3.144458
47 1665657 387853 12.8479 6.63655 23623 2.422707
48 1243167 284169 31.47899 8.246407 8491 4.848749
49 983296 195276 55.40039 14.68583 1863 3.713871
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50 935257 251013 12.8479 16.06571 14653 1.751638
51 1027035 237344 3.417343 7.096509 3126 2.447474
52 1073008 169201 24.11856 3.416838 14859 6.585143
53 1355684 365018 57.24049 8.246407 6909 3.156869
54 811190 159792 6.670391 3.876797 3747 3.756011
55 925744 147672 6.670391 18.3655 10532 6.389294
56 916197 189235 4.797424 2.726899 13740 4.597269
57 699306 122180 24.34857 2.956879 3642 2.973376
58 989760 227601 4.56741 4.106776 8477 3.993874
59 1334898 303069 13.30792 13.76591 6231 3.301353
60 1433624 356071 33.51625 6.406571 8845 2.719548
61 716589 177046 21.81842 13.30595 3014 3.263994
62 942915 202641 12.15786 6.86653 9820 4.20145
63 1045264 239036 8.247626 6.86653 7581 4.13658
64 969509 221157 0 0.8870637 17110 2.378613
65 1349972 301641 150.2317 23.42505 1075 3.21896
66 879581 146058 115.2039 3.876797 1046 6.56979
67 1228052 362067 5.257451 3.416838 11552 3.583143
68 1018195 236339 17.44816 2.26694 9018 3.50481
69 1574290 375393 44.12973 26.75975 5050 3.949484
70 1207204 254203 14.91802 3.876797 19809 3.12248471 977566 198529 43.89972 38.37372 3265 3.856324
72 848140 196772 126.4745 27.44969 3151 3.680586
73 1115450 279193 41.13955 6.406571 6276 4.180132
74 1782957 518998 171.0972 29.51951 10913 2.31985
75 1321870 296826 2.267276 8.706366 8966 1.886111
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Visibilidad Trfico de peatones
Visibility 1 Visibility 2 Visibility 3 Visibility 4 Visibility 5 PedCount 1 PedCount 2
0 0 1 0 0 0 0
0 0 0 1 0 0 0
0 0 1 0 0 0 0
0 0 0 1 0 0 1
0 1 0 0 0 0 0
0 0 1 0 0 0 0
0 1 0 0 0 0 0
0 0 0 1 0 0 0
0 1 0 0 0 0 0
0 0 0 1 0 0 0
0 1 0 0 0 0 0
0 0 0 1 0 0 0
0 0 1 0 0 0 1
0 0 0 1 0 0 10 0 1 0 0 0 0
0 0 1 0 0 0 0
0 0 1 0 0 0 0
0 0 0 0 1 0 0
0 1 0 0 0 0 0
0 0 1 0 0 0 1
0 0 1 0 0 0 0
0 0 0 1 0 0 0
0 0 1 0 0 0 0
0 1 0 0 0 0 0
0 0 1 0 0 0 0
0 0 1 0 0 0 1
0 0 1 0 0 0 1
0 0 1 0 0 0 00 0 1 0 0 0 1
0 0 1 0 0 0 1
0 1 0 0 0 0 1
0 0 1 0 0 0 0
0 0 1 0 0 0 1
0 0 0 1 0 0 0
0 0 0 1 0 0 0
0 0 1 0 0 0 1
0 0 1 0 0 0 0
0 0 1 0 0 0 1
0 1 0 0 0 0 0
0 0 1 0 0 0 0
0 1 0 0 0 0 00 0 1 0 0 0 1
0 0 0 1 0 0 0
0 0 1 0 0 0 0
0 0 0 0 1 0 0
0 0 0 1 0 0 0
0 1 0 0 0 0 0
0 0 1 0 0 0 1
0 0 0 1 0 1 0
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0 0 1 0 0 0 0
0 1 0 0 0 0 0
0 0 1 0 0 0 0
0 1 0 0 0 0 1
0 0 1 0 0 0 1
0 0 0 1 0 0 0
0 1 0 0 0 0 0
0 0 1 0 0 0 1
0 0 0 1 0 0 1
0 0 1 0 0 0 0
0 0 1 0 0 0 0
0 0 1 0 0 1 0
0 0 1 0 0 0 0
0 0 1 0 0 0 0
0 0 0 1 0 0 0
0 0 1 0 0 1 0
0 1 0 0 0 0 0
0 0 1 0 0 0 0
0 0 0 1 0 0 1
0 0 1 0 0 0 0
0 0 1 0 0 0 00 1 0 0 0 1 0
0 1 0 0 0 1 0
0 0 0 1 0 0 0
0 0 1 0 0 0 0
0 0 0 1 0 0 0
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PedCount 3 PedCount 4 PedCount 5 Res Hours24 ServQual mskill
1 0 0 1 1 86.84327 3.15
1 0 0 1 1 94.7351 3.556667
1 0 0 1 1 78.94776 4.116667
0 0 0 1 1 100
0 0 1 0 1 68.42164 2.588889
0 1 0 1 0 94.7351 4.605556
0 0 1 1 1 81.57837 3.1
1 0 0 1 1 78.94776
0 1 0 1 1 100 3.583333
1 0 0 1 0 100 3.561111
0 0 1 1 1 100 3.2
0 1 0 1 0 100 3.238889
0 0 0 1 1 76.30609
0 0 0 1 1 100 4.890 1 0 1 1 94.7351 3.427778
1 0 0 1 0 97.36939 3
0 1 0 1 1 78.94776 3
1 0 0 1 1 97.36939 3.866667
1 0 0 1 1 68.42164 3.083333
0 0 0 1 1 100 3.894444
1 0 0 1 1 94.7351 3.677778
1 0 0 1 1 100 3.973333
0 1 0 1 1 100 4.588889
1 0 0 1 0 100 3.083333
1 0 0 1 1 86.84327
0 0 0 1 1 97.36939
0 0 0 1 1 100 3.543333
0 1 0 1 0 84.20898 2.9888890 0 0 1 1 100 3.61
0 0 0 1 1 100 3.473333
0 0 0 1 1 88.9286 2.673333
1 0 0 1 0 73.68654 3.55
0 0 0 1 1 96.05408 3.088889
0 1 0 1 1 97.36939 3.577778
1 0 0 1 1 100 3.916667
0 0 0 1 1 100 4.244444
1 0 0 1 1 73.68654 4.016667
0 0 0 1 1 100 4.494444
0 1 0 1 1 81.57837 3.872222
0 1 0 1 1 78.94776 4.194445
1 0 0 1 1 81.13993 3.6722220 0 0 1 1 98.68839 3.656667
1 0 0 1 1 94.7351 3.608233
0 1 0 0 1 86.84327 4.172222
1 0 0 1 1 100 4.622222
1 0 0 1 1 60.52612 4.444445
0 0 1 1 1 99.80105 2.95
0 0 0 1 1 97.36939 3.872222
0 0 0 1 1 81.58205 3.576667
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0 1 0 1 0 76.31715 3.016667
0 1 0 1 1 60.52612 3.15
1 0 0 1 1 94.7351 3.833333
0 0 0 1 1 94.7351 3.683333
0 0 0 1 1 65.78734 3.933333
1 0 0 1 1 76.31346 3.477778
1 0 0 1 0 64.35046 2.8
0 0 0 1 1 84.21266 2.956667
0 0 0 1 1 57.89552 3.05
1 0 0 1 1 100 3.233333
0 1 0 1 1 57.89552 3.344445
0 0 0 1 1 73.68654 3.126667
0 1 0 1 0 61.40299 3.3
1 0 0 1 1 100 3.666667
1 0 0 1 1 89.47388 3.311111
0 0 0 1 1 63.15673 3.44
1 0 0 1 1 80.26675 2.673333
1 0 0 1 1 97.36939 3.15
0 0 0 1 1 81.31677 3
1 0 0 1 1 92.89294 3.94
0 1 0 1 0 78.94407 3.5388890 0 0 1 1 79.94253 3.466667
0 0 0 1 1 73.68654 4.416667
1 0 0 1 1 85.9664 4.083333
0 1 0 1 0 94.73878 4.405556
0 1 0 0 1 89.47388 3.344445
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Anlisis de regresin: Profit vs. MTenure, Comp, ...
cskill
3.56 La ecuacin de regresin es
3.2 Profit = 203699 + 666 MTenure - 25728 Comp - 190689
3.8 - 142567 PedCount 2 - 116529 PedCount 3 - 952
2.06 + 1402 ServQual + 37389 mskill
3.65
3.58
3.94 70 casos utilizados, 5 casos contienen valores faltantes
3.98
3.22
3.54 Coef.
3.43 Predictor Coef de EE T P
3.35 Constante 203699 69156 2.95 0.005
4.1 MTenure 665.6 139.4 4.77 0.000
2.54 Comp -25728 5715 -4.50 0.0003.5 PedCount 1 -190689 42702 -4.47 0.000
3.05 PedCount 2 -142567 35051 -4.07 0.000
3.2 PedCount 3 -116529 33635 -3.46 0.001
3.18 PedCount 4 -95281 34713 -2.74 0.008
3.65 ServQual 1402.1 625.4 2.24 0.029
3.8 mskill 37389 15271 2.45 0.017
3.6
3.3
3.65 S = 59316.2 R-cuad. = 61.7% R-cuad.(ajustado) = 56.
2.4
2.93
3.52 Anlisis de varianza
4.03
3.55 Fuente GL SC MC F P3.46 Regresin 8 3.45402E+11 43175218065 12.27 0.
3.52 Error residual 61 2.14623E+11 3518411449
2.86 Total 69 5.60025E+11
3.28
3.56
3.58 Fuente GL SC sec.
3.9 MTenure 1 1.08311E+11
3.5 Comp 1 94658617323
3.38 PedCount 1 1 51348150063
3.68 PedCount 2 1 10925990599
3.9 PedCount 3 1 8098179820
3.45 PedCount 4 1 21149603985
3.03 ServQual 1 298187067103.44 mskill 1 21091492086
3.73
4.06
3.58 Observaciones poco comunes
3.4
4.23 Residuo
3.42 Obs MTenure Profit Ajuste Ajuste SE Residuo estn
3.23 2 86 424007 301401 13242 122606 2.12R
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4.64 12 278 329020 428602 33308 -99582 -2.03R
3.66 40 123 222913 171374 43642 51539 1.28 X
3.83
3.63 R denota una observacin con un residuo estandarizado
3.08 X denota una observacin cuyo valor X le concede gran i
3.49
3.1
3.35
2.93
3.22
3.37
3.07
3.08
3.38
3.28
3.73
4.03
3.37
2.83
3.56
3.243.88
3.73
3.2
3.5
3.57
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PedCount 1
1 PedCount 4
%
00
ar
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grande.
nfluencia.
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Nmero de
meses
Promedio
Antigedad
de Directivos
Nmero de
meses
Promedio
Antigedad
de Personal
Poblacin en
un radio de
media milla
Nmero de
competidores pr
10mil personas
en un radio de
media milla
store Sales Profit MTenure CTenure Pop Comp
1 1060294 265014 0 24.80493 7535 2.797888
2 1619874 424007 86.22219 6.63655 8630 4.235555
3 1099921 222735 23.88854 5.026694 9695 4.494666
4 1053860 210122 0 5.371663 2797 4.253946
5 1227841 300480 3.87737 6.86653 20335 1.651364
6 1703140 469050 149.9359 11.35113 16926 3.184613
7 1809256 476355 62.5308 7.326488 17754 3.3779
8 1378482 361115 0 56.77208 20824 2.895114
9 2113089 474725 108.9935 6.061602 26519 2.63763
10 1080979 278625 31.47899 23.19507 16381 2.270771
11 1583446 389886 44.81977 2.036961 21550 3.272398
12 1444714 329020 277.9877 6.63655 11160 4.903895
13 857843 152513 0.6571813 1.577002 14186 4.435671
14 1171491 261571 87.37226 2.956879 6898 4.23305715 1005627 203951 0 8.476386 8684 3.84422
16 883864 196277 23.65853 4.681725 6872 3.344703
17 1095695 265584 31.709 3.646817 14477 2.561704
18 1704826 394039 239.9698 33.77413 3807 3.994713
19 1127332 261495 3.417343 16.98563 4669 2.753616
20 1320950 269235 65.06095 5.946612 15377 4.148495
21 1237518 282584 24.11856 7.211499 14022 4.020201
22 1433440 367036 18.36822 25.95483 8280 4.46436
23 1351972 277414 12.38787 3.416838 13797 3.594539
24 1071307 267354 44.81977 3.416838 9069 3.28059
25 1282886 282124 0 10.31622 6183 3.51702
26 898548 211912 0.6571813 20.43532 9999 4.178195
27 985862 230194 50.11008 17.44559 8153 3.719806
28 1141465 273036 23.88854 16.98563 14673 3.19342229 924782 263956 19.51829 23.54004 11350 5.392077
30 1874873 333607 73.34144 23.42505 1116 3.578323
31 993597 211885 0 10.77618 2578 3.100689
32 828918 149033 36.07926 6.63655 9697 4.641468
33 1369092 292745 51.72017 3.876797 8177 5.309016
34 1557084 382199 29.17885 19.74538 10923 2.361195
35 1443230 322624 36.99931 14.80082 14361 3.613021
36 1016950 219292 41.59958 20.89528 3218 3.929021
37 1202917 187765 23.1985 1.347023 8870 4.491863
38 991524 203184 15.60806 1.577002 6557 4.225993
39 979361 221130 34.69918 5.486653 8896 5.046338
40 1042664 222913 122.7943 16.75565 2521 11.12788
41 744211 147327 14.91802 11.92608 9701 4.364642 1273855 264072 2.497289 86.09446 2106 3.231049
43 1296711 337233 177.5704 5.486653 3495 3.653641
44 1807740 439781 182.2364 114.1519 20624 3.628561
45 1602362 410149 47.64565 9.166325 17808 3.472609
46 1339214 315780 6.177505 5.256673 9285 3.144458
47 1665657 387853 12.8479 6.63655 23623 2.422707
48 1243167 284169 31.47899 8.246407 8491 4.848749
49 983296 195276 55.40039 14.68583 1863 3.713871
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50 935257 251013 12.8479 16.06571 14653 1.751638
51 1027035 237344 3.417343 7.096509 3126 2.447474
52 1073008 169201 24.11856 3.416838 14859 6.585143
53 1355684 365018 57.24049 8.246407 6909 3.156869
54 811190 159792 6.670391 3.876797 3747 3.756011
55 925744 147672 6.670391 18.3655 10532 6.389294
56 916197 189235 4.797424 2.726899 13740 4.597269
57 699306 122180 24.34857 2.956879 3642 2.973376
58 989760 227601 4.56741 4.106776 8477 3.993874
59 1334898 303069 13.30792 13.76591 6231 3.301353
60 1433624 356071 33.51625 6.406571 8845 2.719548
61 716589 177046 21.81842 13.30595 3014 3.263994
62 942915 202641 12.15786 6.86653 9820 4.20145
63 1045264 239036 8.247626 6.86653 7581 4.13658
64 969509 221157 0 0.8870637 17110 2.378613
65 1349972 301641 150.2317 23.42505 1075 3.21896
66 879581 146058 115.2039 3.876797 1046 6.56979
67 1228052 362067 5.257451 3.416838 11552 3.583143
68 1018195 236339 17.44816 2.26694 9018 3.50481
69 1574290 375393 44.12973 26.75975 5050 3.949484
70 1207204 254203 14.91802 3.876797 19809 3.12248471 977566 198529 43.89972 38.37372 3265 3.856324
72 848140 196772 126.4745 27.44969 3151 3.680586
73 1115450 279193 41.13955 6.406571 6276 4.180132
74 1782957 518998 171.0972 29.51951 10913 2.31985
75 1321870 296826 2.267276 8.706366 8966 1.886111
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Visibilidad Trfico de peatones
Visibility 1 Visibility 2 Visibility 3 Visibility 4 Visibility 5 PedCount 1 PedCount 2
0 0 1 0 0 0 0
0 0 0 1 0 0 0
0 0 1 0 0 0 0
0 0 0 1 0 0 1
0 1 0 0 0 0 0
0 0 1 0 0 0 0
0 1 0 0 0 0 0
0 0 0 1 0 0 0
0 1 0 0 0 0 0
0 0 0 1 0 0 0
0 1 0 0 0 0 0
0 0 0 1 0 0 0
0 0 1 0 0 0 1
0 0 0 1 0 0 10 0 1 0 0 0 0
0 0 1 0 0 0 0
0 0 1 0 0 0 0
0 0 0 0 1 0 0
0 1 0 0 0 0 0
0 0 1 0 0 0 1
0 0 1 0 0 0 0
0 0 0 1 0 0 0
0 0 1 0 0 0 0
0 1 0 0 0 0 0
0 0 1 0 0 0 0
0 0 1 0 0 0 1
0 0 1 0 0 0 1
0 0 1 0 0 0 00 0 1 0 0 0 1
0 0 1 0 0 0 1
0 1 0 0 0 0 1
0 0 1 0 0 0 0
0 0 1 0 0 0 1
0 0 0 1 0 0 0
0 0 0 1 0 0 0
0 0 1 0 0 0 1
0 0 1 0 0 0 0
0 0 1 0 0 0 1
0 1 0 0 0 0 0
0 0 1 0 0 0 0
0 1 0 0 0 0 00 0 1 0 0 0 1
0 0 0 1 0 0 0
0 0 1 0 0 0 0
0 0 0 0 1 0 0
0 0 0 1 0 0 0
0 1 0 0 0 0 0
0 0 1 0 0 0 1
0 0 0 1 0 1 0
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0 0 1 0 0 0 0
0 1 0 0 0 0 0
0 0 1 0 0 0 0
0 1 0 0 0 0 1
0 0 1 0 0 0 1
0 0 0 1 0 0 0
0 1 0 0 0 0 0
0 0 1 0 0 0 1
0 0 0 1 0 0 1
0 0 1 0 0 0 0
0 0 1 0 0 0 0
0 0 1 0 0 1 0
0 0 1 0 0 0 0
0 0 1 0 0 0 0
0 0 0 1 0 0 0
0 0 1 0 0 1 0
0 1 0 0 0 0 0
0 0 1 0 0 0 0
0 0 0 1 0 0 1
0 0 1 0 0 0 0
0 0 1 0 0 0 00 1 0 0 0 1 0
0 1 0 0 0 1 0
0 0 0 1 0 0 0
0 0 1 0 0 0 0
0 0 0 1 0 0 0
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PedCount 3 PedCount 4 PedCount 5 Res Hours24
1 0 0 1 1
1 0 0 1 1
1 0 0 1 1
0 0 0 1 1
0 0 1 0 1
0 1 0 1 0
0 0 1 1 1
1 0 0 1 1
0 1 0 1 1
1 0 0 1 0
0 0 1 1 1
0 1 0 1 0
0 0 0 1 1
0 0 0 1 10 1 0 1 1
1 0 0 1 0
0 1 0 1 1
1 0 0 1 1
1 0 0 1 1
0 0 0 1 1
1 0 0 1 1
1 0 0 1 1
0 1 0 1 1
1 0 0 1 0
1 0 0 1 1
0 0 0 1 1
0 0 0 1 1
0 1 0 1 00 0 0 1 1
0 0 0 1 1
0 0 0 1 1
1 0 0 1 0
0 0 0 1 1
0 1 0 1 1
1 0 0 1 1
0 0 0 1 1
1 0 0 1 1
0 0 0 1 1
0 1 0 1 1
0 1 0 1 1
1 0 0 1 10 0 0 1 1
1 0 0 1 1
0 1 0 0 1
1 0 0 1 1
1 0 0 1 1
0 0 1 1 1
0 0 0 1 1
0 0 0 1 1
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0 1 0 1 0
0 1 0 1 1
1 0 0 1 1
0 0 0 1 1
0 0 0 1 1
1 0 0 1 1
1 0 0 1 0
0 0 0 1 1
0 0 0 1 1
1 0 0 1 1
0 1 0 1 1
0 0 0 1 1
0 1 0 1 0
1 0 0 1 1
1 0 0 1 1
0 0 0 1 1
1 0 0 1 1
1 0 0 1 1
0 0 0 1 1
1 0 0 1 1
0 1 0 1 00 0 0 1 1
0 0 0 1 1
1 0 0 1 1
0 1 0 1 0
0 1 0 0 1
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Nmero de
meses
Promedio
Antigedad
de Directivos
Nmero de
meses
Promedio
Antigedad
de Personal
Poblacin en
un radio de
media milla
Nmero de
competidores pr
10mil personas
en un radio de
media milla
store Sales Profit MTenure CTenure Pop Comp
1 1060294 265014 0 24.80493 7535 2.797888
2 1619874 424007 86.22219 6.63655 8630 4.235555
3 1099921 222735 23.88854 5.026694 9695 4.494666
4 1053860 210122 0 5.371663 2797 4.253946
5 1227841 300480 3.87737 6.86653 20335 1.651364
6 1703140 469050 149.9359 11.35113 16926 3.184613
7 1809256 476355 62.5308 7.326488 17754 3.3779
8 1378482 361115 0 56.77208 20824 2.895114
9 2113089 474725 108.9935 6.061602 26519 2.63763
10 1080979 278625 31.47899 23.19507 16381 2.270771
11 1583446 389886 44.81977 2.036961 21550 3.272398
12 1444714 329020 277.9877 6.63655 11160 4.903895
13 857843 152513 0.6571813 1.577002 14186 4.435671
14 1171491 261571 87.37226 2.956879 6898 4.23305715 1005627 203951 0 8.476386 8684 3.84422
16 883864 196277 23.65853 4.681725 6872 3.344703
17 1095695 265584 31.709 3.646817 14477 2.561704
18 1704826 394039 239.9698 33.77413 3807 3.994713
19 1127332 261495 3.417343 16.98563 4669 2.753616
20 1320950 269235 65.06095 5.946612 15377 4.148495
21 1237518 282584 24.11856 7.211499 14022 4.020201
22 1433440 367036 18.36822 25.95483 8280 4.46436
23 1351972 277414 12.38787 3.416838 13797 3.594539
24 1071307 267354 44.81977 3.416838 9069 3.28059
25 1282886 282124 0 10.31622 6183 3.51702
26 898548 211912 0.6571813 20.43532 9999 4.178195
27 985862 230194 50.11008 17.44559 8153 3.719806
28 1141465 273036 23.88854 16.98563 14673 3.19342229 924782 263956 19.51829 23.54004 11350 5.392077
30 1874873 333607 73.34144 23.42505 1116 3.578323
31 993597 211885 0 10.77618 2578 3.100689
32 828918 149033 36.07926 6.63655 9697 4.641468
33 1369092 292745 51.72017 3.876797 8177 5.309016
34 1557084 382199 29.17885 19.74538 10923 2.361195
35 1443230 322624 36.99931 14.80082 14361 3.613021
36 1016950 219292 41.59958 20.89528 3218 3.929021
37 1202917 187765 23.1985 1.347023 8870 4.491863
38 991524 203184 15.60806 1.577002 6557 4.225993
39 979361 221130 34.69918 5.486653 8896 5.046338
40 1042664 222913 122.7943 16.75565 2521 11.12788
41 744211 147327 14.91802 11.92608 9701 4.364642 1273855 264072 2.497289 86.09446 2106 3.231049
43 1296711 337233 177.5704 5.486653 3495 3.653641
44 1807740 439781 182.2364 114.1519 20624 3.628561
45 1602362 410149 47.64565 9.166325 17808 3.472609
46 1339214 315780 6.177505 5.256673 9285 3.144458
47 1665657 387853 12.8479 6.63655 23623 2.422707
48 1243167 284169 31.47899 8.246407 8491 4.848749
49 983296 195276 55.40039 14.68583 1863 3.713871
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50 935257 251013 12.8479 16.06571 14653 1.751638
51 1027035 237344 3.417343 7.096509 3126 2.447474
52 1073008 169201 24.11856 3.416838 14859 6.585143
53 1355684 365018 57.24049 8.246407 6909 3.156869
54 811190 159792 6.670391 3.876797 3747 3.756011
55 925744 147672 6.670391 18.3655 10532 6.389294
56 916197 189235 4.797424 2.726899 13740 4.597269
57 699306 122180 24.34857 2.956879 3642 2.973376
58 989760 227601 4.56741 4.106776 8477 3.993874
59 1334898 303069 13.30792 13.76591 6231 3.301353
60 1433624 356071 33.51625 6.406571 8845 2.719548
61 716589 177046 21.81842 13.30595 3014 3.263994
62 942915 202641 12.15786 6.86653 9820 4.20145
63 1045264 239036 8.247626 6.86653 7581 4.13658
64 969509 221157 0 0.8870637 17110 2.378613
65 1349972 301641 150.2317 23.42505 1075 3.21896
66 879581 146058 115.2039 3.876797 1046 6.56979
67 1228052 362067 5.257451 3.416838 11552 3.583143
68 1018195 236339 17.44816 2.26694 9018 3.50481
69 1574290 375393 44.12973 26.75975 5050 3.949484
70 1207204 254203 14.91802 3.876797 19809 3.12248471 977566 198529 43.89972 38.37372 3265 3.856324
72 848140 196772 126.4745 27.44969 3151 3.680586
73 1115450 279193 41.13955 6.406571 6276 4.180132
74 1782957 518998 171.0972 29.51951 10913 2.31985
75 1321870 296826 2.267276 8.706366 8966 1.886111
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Visibilidad
Visibility 1 Visibility 2 Visibility 3 Visibility 4 Visibility 5
3 0 0 1 0 0 3
4 0 0 0 1 0 3
3 0 0 1 0 0 3
4 0 0 0 1 0 2
2 0 1 0 0 0 5
3 0 0 1 0 0 4
2 0 1 0 0 0 5
4 0 0 0 1 0 3
2 0 1 0 0 0 4
4 0 0 0 1 0 3
2 0 1 0 0 0 5
4 0 0 0 1 0 4
3 0 0 1 0 0 2
4 0 0 0 1 0 23 0 0 1 0 0 4
3 0 0 1 0 0 3
3 0 0 1 0 0 4
5 0 0 0 0 1 3
2 0 1 0 0 0 3
3 0 0 1 0 0 2
3 0 0 1 0 0 3
4 0 0 0 1 0 3
3 0 0 1 0 0 4
2 0 1 0 0 0 3
3 0 0 1 0 0 3
3 0 0 1 0 0 2
3 0 0 1 0 0 2
3 0 0 1 0 0 43 0 0 1 0 0 2
3 0 0 1 0 0 2
2 0 1 0 0 0 2
3 0 0 1 0 0 3
3 0 0 1 0 0 2
4 0 0 0 1 0 4
4 0 0 0 1 0 3
3 0 0 1 0 0 2
3 0 0 1 0 0 3
3 0 0 1 0 0 2
2 0 1 0 0 0 4
3 0 0 1 0 0 4
2 0 1 0 0 0 33 0 0 1 0 0 2
4 0 0 0 1 0 3
3 0 0 1 0 0 4
5 0 0 0 0 1 3
4 0 0 0 1 0 3
2 0 1 0 0 0 5
3 0 0 1 0 0 2
4 0 0 0 1 0 1
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3 0 0 1 0 0 4
2 0 1 0 0 0 4
3 0 0 1 0 0 3
2 0 1 0 0 0 2
3 0 0 1 0 0 2
4 0 0 0 1 0 3
2 0 1 0 0 0 3
3 0 0 1 0 0 2
4 0 0 0 1 0 2
3 0 0 1 0 0 3
3 0 0 1 0 0 4
3 0 0 1 0 0 1
3 0 0 1 0 0 4
3 0 0 1 0 0 3
4 0 0 0 1 0 3
3 0 0 1 0 0 1
2 0 1 0 0 0 3
3 0 0 1 0 0 3
4 0 0 0 1 0 2
3 0 0 1 0 0 3
3 0 0 1 0 0 42 0 1 0 0 0 1
2 0 1 0 0 0 1
4 0 0 0 1 0 3
3 0 0 1 0 0 4
4 0 0 0 1 0 4
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Trfico de peatones
PedCount 1 PedCount 2 PedCount 3 PedCount 4 PedCount 5 Res Hours24
0 0 1 0 0 1 1
0 0 1 0 0 1 1
0 0 1 0 0 1 1
0 1 0 0 0 1 1
0 0 0 0 1 0 1
0 0 0 1 0 1 0
0 0 0 0 1 1 1
0 0 1 0 0 1 1
0 0 0 1 0 1 1
0 0 1 0 0 1 0
0 0 0 0 1 1 1
0 0 0 1 0 1 0
0 1 0 0 0 1 1
0 1 0 0 0 1 10 0 0 1 0 1 1
0 0 1 0 0 1 0
0 0 0 1 0 1 1
0 0 1 0 0 1 1
0 0 1 0 0 1 1
0 1 0 0 0 1 1
0 0 1 0 0 1 1
0 0 1 0 0 1 1
0 0 0 1 0 1 1
0 0 1 0 0 1 0
0 0 1 0 0 1 1
0 1 0 0 0 1 1
0 1 0 0 0 1 1
0 0 0 1 0 1 00 1 0 0 0 1 1
0 1 0 0 0 1 1
0 1 0 0 0 1 1
0 0 1 0 0 1 0
0 1 0 0 0 1 1
0 0 0 1 0 1 1
0 0 1 0 0 1 1
0 1 0 0 0 1 1
0 0 1 0 0 1 1
0 1 0 0 0 1 1
0 0 0 1 0 1 1
0 0 0 1 0 1 1
0 0 1 0 0 1 10 1 0 0 0 1 1
0 0 1 0 0 1 1
0 0 0 1 0 0 1
0 0 1 0 0 1 1
0 0 1 0 0 1 1
0 0 0 0 1 1 1
0 1 0 0 0 1 1
1 0 0 0 0 1 1
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0 0 0 1 0 1 0
0 0 0 1 0 1 1
0 0 1 0 0 1 1
0 1 0 0 0 1 1
0 1 0 0 0 1 1
0 0 1 0 0 1 1
0 0 1 0 0 1 0
0 1 0 0 0 1 1
0 1 0 0 0 1 1
0 0 1 0 0 1 1
0 0 0 1 0 1 1
1 0 0 0 0 1 1
0 0 0 1 0 1 0
0 0 1 0 0 1 1
0 0 1 0 0 1 1
1 0 0 0 0 1 1
0 0 1 0 0 1 1
0 0 1 0 0 1 1
0 1 0 0 0 1 1
0 0 1 0 0 1 1
0 0 0 1 0 1 01 0 0 0 0 1 1
1 0 0 0 0 1 1
0 0 1 0 0 1 1
0 0 0 1 0 1 0
0 0 0 1 0 0 1
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store ServQual mskill cskill
1 86.84327 3.15 3.56
2 94.7351 3.556667 3.2
3 78.94776 4.116667 3.8
4 100 2.06
5 68.42164 2.588889 3.65
6 94.7351 4.605556 3.587 81.57837 3.1 3.94
8 78.94776 3.98
9 100 3.583333 3.22
10 100 3.561111 3.54
11 100 3.2 3.43
12 100 3.238889 3.35
13 76.30609 4.1
14 100 4.89 2.54
15 94.7351 3.427778 3.5
16 97.36939 3 3.05
17 78.94776 3 3.2
18 97.36939 3.866667 3.1819 68.42164 3.083333 3.65
20 100 3.894444 3.8
21 94.7351 3.677778 3.6
22 100 3.973333 3.3
23 100 4.588889 3.65
24 100 3.083333 2.4
25 86.84327 2.93
26 97.36939 3.52
27 100 3.543333 4.03
28 84.20898 2.988889 3.55
29 100 3.61 3.46
30 100 3.473333 3.52
31 88.9286 2.673333 2.86
32 73.68654 3.55 3.28
33 96.05408 3.088889 3.56
34 97.36939 3.577778 3.58
35 100 3.916667 3.9
36 100 4.244444 3.5
37 73.68654 4.016667 3.38
38 100 4.494444 3.68
39 81.57837 3.872222 3.9
40 78.94776 4.194445 3.45
41 81.13993 3.672222 3.03
42 98.68839 3.656667 3.44
43 94.7351 3.608233 3.7344 86.84327 4.172222 4.06
45 100 4.622222 3.58
46 60.52612 4.444445 3.4
47 99.80105 2.95 4.23
48 97.36939 3.872222 3.42
49 81.58205 3.576667 3.23
50 76.31715 3.016667 4.64
51 60.52612 3.15 3.66
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52 94.7351 3.833333 3.83
53 94.7351 3.683333 3.63
54 65.78734 3.933333 3.08
55 76.31346 3.477778 3.49
56 64.35046 2.8 3.1
57 84.21266 2.956667 3.35
58 57.89552 3.05 2.9359 100 3.233333 3.22
60 57.89552 3.344445 3.37
61 73.68654 3.126667 3.07
62 61.40299 3.3 3.08
63 100 3.666667 3.38
64 89.47388 3.311111 3.28
65 63.15673 3.44 3.73
66 80.26675 2.673333 4.03
67 97.36939 3.15 3.37
68 81.31677 3 2.83
69 92.89294 3.94 3.56
70 78.94407 3.538889 3.2471 79.94253 3.466667 3.88
72 73.68654 4.416667 3.73
73 85.9664 4.083333 3.2
74 94.73878 4.405556 3.5
75 89.47388 3.344445 3.57
