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Regression_Assignment_data.xlsx

Q1 data

Day 24oz units 12oz units Size change Label change Total minutes
1 4400 7650 7 6 178
2 9600 4430 3 9 136
3 7440 4060 5 7 88
4 9800 8035 2 5 124
5 11500 6140 9 10 241
6 6280 6900 8 12 202
7 8320 6770 4 2 111
8 10500 5300 4 8 146
9 11450 4560 10 14 263
10 2830 3830 7 7 177
11 10850 6880 6 9 200
12 2680 3920 11 14 269
13 7400 7160 14 16 318
14 3720 8700 6 11 199
15 4580 8500 8 9 191
16 3770 5050 9 13 247
17 2820 3220 2 4 60
18 5070 6400 8 12 200
19 7300 8900 7 8 181
20 7060 6640 3 3 117
21 3050 7740 7 9 199
22 10480 6400 10 12 271
23 3800 6000 4 4 114
24 6570 6800 9 9 212
25 6140 7000 7 12 189
26 10370 8600 6 7 195
27 4060 7000 5 5 139
28 3470 7200 8 12 223
29 10130 6900 10 10 246
30 11300 8450 6 9 195

Q2 data

Property # Profit Size Advertexp Mgrperf Neighbors Attract
1 166.855 0 12.72 3 8 1
2 299.980 0 42.50 3 5 2
3 840.615 1 32.35 4 28 3
4 201.433 0 10.09 5 4 2
5 872.874 1 20.27 4 31 3
6 186.493 1 23.70 2 9 3
7 300.901 1 19.11 3 9 4
8 755.746 1 32.87 4 19 3
9 808.764 1 40.37 4 17 3
10 332.976 0 25.37 4 13 2
11 590.922 1 46.40 3 6 2
12 329.644 0 39.47 2 12 1
13 829.321 1 38.99 5 7 3
14 713.162 1 42.72 4 13 4
15 341.979 0 29.17 3 24 2
16 322.471 0 43.33 3 6 2
17 608.782 1 40.95 3 3 2
18 134.128 0 26.01 3 9 1
19 194.545 0 22.53 5 11 1
20 494.896 1 21.52 4 12 3
21 206.774 1 27.91 3 4 3
22 565.189 1 31.51 4 8 3
23 279.658 0 33.81 3 7 3
24 89.235 0 43.45 1 6 2
25 372.522 1 17.41 4 2 2
26 89.877 0 29.45 4 7 3
27 91.116 0 23.86 2 11 1
28 201.996 0 32.04 5 6 2
29 673.770 1 44.16 5 11 2
30 326.183 0 45.10 4 7 4
31 382.848 0 28.69 4 14 1
32 730.514 1 43.87 4 13 2
33 457.112 1 24.84 3 12 1
34 823.807 1 49.36 3 20 3
35 425.945 1 32.73 3 9 4
36 530.593 1 14.23 3 20 3
37 449.527 1 27.69 3 9 3
38 297.237 0 35.02 3 6 3
39 198.809 0 45.02 2 10 2
40 420.942 1 13.65 4 9 1
41 581.784 1 48.10 3 9 5
42 229.914 0 15.01 4 17 2
43 683.982 1 49.55 4 10 3
44 801.843 1 41.93 5 11 3
45 203.803 1 11.46 2 10 3
46 101.432 0 18.82 3 13 3
47 254.989 1 40.94 3 -0 2
48 432.992 0 46.02 3 17 3
49 496.599 1 24.53 4 12 3
50 204.977 1 23.36 4 5 3
51 -5.541 1 16.78 1 4 2
52 645.317 1 27.97 5 11 3
53 707.284 1 36.58 2 20 4
54 372.360 0 14.59 3 26 2
55 190.481 1 17.92 3 8 2
56 421.723 0 49.20 4 9 3
57 172.960 0 11.54 4 9 3
58 413.843 0 36.03 4 13 1
59 761.802 0 47.79 4 26 2
60 1322.114 1 37.38 5 29 4

Profit = annual profit in thousands Size = small (0) or large (1) design Advertexp = annual spending on local advertising, in thousands Mgrperf = Performance rating of local manager, on scale where 5 = best and 1 = worst Attract = Rating of physical attractiveness of property (location, architecture, etc.) on a scale where 4 is best Neighbors = Quantity and quality of nearby attractions: restaurants, shopping, arts venues, etc. Scale from 0 to 30, where 30 is best