applications of statistical methods assignment.
n123
Assign4Data.xlsx
Location Analysis
| Location ID Number | Operating Margin | Number | Nearest | Enrollment | Income | Distance | Quality | High Speed Internet | Gym | Operating Margin New |
| 2801 | 39.3 | 3591 | 2.0 | 18.5 | 29 | 7.6 | 2 | 1 | 1 | 39.3 |
| 2608 | 49.5 | 2726 | 1.2 | 19.0 | 36 | 9.3 | 3 | 2 | 2 | 49.5 |
| 3191 | 49.0 | 2890 | 2.4 | 20.0 | 35 | 2.6 | 3 | 1 | 2 | 49.0 |
| 3210 | 45.1 | 2172 | 1.4 | 7.0 | 35 | 9.2 | 3 | 2 | 2 | 45.1 |
| 3701 | 41.9 | 3517 | 2.9 | 6.0 | 38 | 9.1 | 2 | 2 | 1 | 41.9 |
| 2547 | 43.5 | 2910 | 1.4 | 12.5 | 35 | 1.8 | 2 | 2 | 1 | 43.5 |
| 2670 | 40.3 | 2848 | 2.5 | 19.0 | 30 | 8.4 | 2 | 1 | 2 | 40.3 |
| 2664 | 42.8 | 3003 | 2.2 | 19.5 | 39 | 12.0 | 2 | 1 | 1 | 42.8 |
| 2492 | 57.3 | 2601 | 3.1 | 18.5 | 39 | 11.0 | 4 | 2 | 2 | 57.3 |
| 2649 | 52.1 | 3140 | 2.2 | 23.5 | 34 | 3.7 | 3 | 2 | 2 | 52.1 |
| 3066 | 25.1 | 1613 | 1.7 | 21.5 | 29 | 4.1 | 4 | 2 | 2 |
| 2193 | 54.4 | 3234 | 3.2 | 19.5 | 39 | 8.3 | 4 | 2 | 2 | 54.4 |
| 2793 | 47.3 | 2761 | 3.4 | 16.0 | 39 | 6.6 | 3 | 1 | 2 | 47.3 |
| 3620 | 57.4 | 2687 | 0.9 | 15.5 | 42 | 6.9 | 4 | 2 | 2 | 57.4 |
| 2538 | 38.4 | 3264 | 2.7 | 22.5 | 29 | 10.4 | 2 | 1 | 1 | 38.4 |
| 3730 | 56.5 | 2045 | 1.5 | 15.0 | 38 | 4.3 | 4 | 2 | 2 | 56.5 |
| 3120 | 35.2 | 3251 | 1.7 | 13.0 | 35 | 4.3 | 1 | 1 | 1 | 35.2 |
| 2389 | 39.3 | 3159 | 2.7 | 11.0 | 34 | 0.2 | 2 | 1 | 1 | 39.3 |
| 3053 | 47.3 | 2642 | 1.8 | 9.0 | 30 | 4.8 | 3 | 1 | 2 | 47.3 |
| 3304 | 44.2 | 3471 | 2.2 | 12.0 | 39 | 5.4 | 3 | 2 | 1 | 44.2 |
| 3770 | 54.4 | 2756 | 3.2 | 14.5 | 39 | 7.9 | 4 | 2 | 1 | 54.4 |
| 3380 | 51.5 | 3069 | 3.3 | 20.5 | 37 | 7.7 | 3 | 2 | 2 | 51.5 |
| 2795 | 46.2 | 2244 | 3.6 | 15.5 | 36 | 5.9 | 3 | 1 | 1 | 46.2 |
| 2315 | 49.8 | 2859 | 1.7 | 14.5 | 39 | 3.0 | 3 | 2 | 2 | 49.8 |
| 2682 | 41.1 | 3098 | 2.3 | 11.5 | 34 | 7.7 | 2 | 1 | 2 | 41.1 |
| 2789 | 51.1 | 3227 | 1.9 | 11.0 | 37 | 6.0 | 3 | 2 | 2 | 51.1 |
| 2847 | 52.2 | 2879 | 2.1 | 19.5 | 36 | 2.9 | 3 | 2 | 2 | 52.2 |
| 2372 | 49.9 | 3255 | 2.2 | 22.5 | 36 | 8.7 | 3 | 2 | 2 | 49.9 |
| 3349 | 39.8 | 3823 | 3.6 | 17.0 | 38 | 4.8 | 2 | 1 | 2 | 39.8 |
| 3704 | 43.5 | 3198 | 1.8 | 17.0 | 36 | 4.6 | 2 | 2 | 1 | 43.5 |
| 2872 | 45.4 | 2443 | 0.1 | 10.5 | 36 | 7.5 | 3 | 2 | 1 | 45.4 |
| 2570 | 58.5 | 2210 | 2.7 | 17.5 | 35 | 2.7 | 4 | 2 | 2 | 58.5 |
| 2956 | 46.0 | 2655 | 1.1 | 22.0 | 34 | 8.1 | 3 | 1 | 1 | 46.0 |
| 3098 | 81.5 | 4214 | 2.4 | 16.0 | 34 | 5.6 | 1 | 1 | 1 |
| 3256 | 41.0 | 3480 | 1.9 | 18.0 | 31 | 11.0 | 2 | 1 | 2 | 41.0 |
| 2486 | 46.0 | 2341 | 2.3 | 23.0 | 29 | 7.4 | 3 | 2 | 2 | 46.0 |
| 3466 | 48.8 | 2935 | 3.9 | 20.0 | 35 | 6.1 | 3 | 1 | 2 | 48.8 |
| 2912 | 53.5 | 3285 | 2.0 | 23.5 | 42 | 2.9 | 3 | 2 | 2 | 53.5 |
| 3200 | 54.1 | 2862 | 2.9 | 16.5 | 41 | 11.8 | 3 | 2 | 1 | 54.1 |
| 3208 | 34.3 | 3548 | 2.5 | 13.5 | 31 | 8.3 | 1 | 1 | 2 | 34.3 |
| 3799 | 50.2 | 3021 | 1.7 | 8.5 | 41 | 5.5 | 3 | 1 | 2 | 50.2 |
| 3450 | 43.3 | 3383 | 2.2 | 11.5 | 33 | 9.5 | 2 | 2 | 1 | 43.3 |
| 2403 | 40.8 | 2676 | 3.3 | 25.0 | 41 | 5.1 | 2 | 1 | 1 | 40.8 |
| 2555 | 49.0 | 2826 | 4.2 | 17.0 | 34 | 1.2 | 3 | 2 | 2 | 49.0 |
| 3056 | 52.0 | 3354 | 2.0 | 26.5 | 37 | 7.2 | 3 | 2 | 2 | 52.0 |
| 2331 | 51.2 | 3082 | 1.5 | 22.0 | 40 | 11.2 | 3 | 2 | 2 | 51.2 |
| 2806 | 52.7 | 3378 | 3.3 | 10.0 | 34 | 7.6 | 3 | 2 | 2 | 52.7 |
| 2802 | 35.7 | 3591 | 1.4 | 9.5 | 43 | 5.0 | 1 | 1 | 1 | 35.7 |
| 2501 | 40.0 | 3397 | 1.6 | 19.5 | 32 | 3.1 | 2 | 1 | 1 | 40.0 |
| 2636 | 60.1 | 2619 | 2.9 | 12.0 | 31 | 6.8 | 4 | 2 | 2 | 60.1 |
| 3016 | 48.2 | 2429 | 2.3 | 20.0 | 33 | 7.6 | 3 | 1 | 2 | 48.2 |
| 3581 | 36.8 | 3006 | 2.5 | 15.5 | 37 | 4.2 | 2 | 1 | 1 | 36.8 |
| 2395 | 55.4 | 2790 | 1.6 | 12.0 | 37 | 9.1 | 4 | 2 | 1 | 55.4 |
| 2365 | 33.8 | 2810 | 2.8 | 17.5 | 35 | 14.4 | 1 | 1 | 1 | 33.8 |
| 3152 | 51.2 | 2775 | 2.5 | 15.0 | 39 | 5.6 | 3 | 1 | 2 | 51.2 |
| 3071 | 42.9 | 3838 | 2.4 | 10.0 | 40 | 2.9 | 2 | 1 | 1 | 42.9 |
| 2698 | 36.1 | 2962 | 0.9 | 12.5 | 41 | 8.6 | 1 | 1 | 1 | 36.1 |
| 3026 | 47.5 | 3080 | 1.9 | 13.5 | 43 | 8.1 | 3 | 1 | 2 | 47.5 |
| 2785 | 33.2 | 2629 | 1.4 | 20.0 | 35 | 7.2 | 1 | 1 | 1 | 33.2 |
| 2973 | 54.2 | 2484 | 2.8 | 16.0 | 33 | 0.6 | 3 | 2 | 1 | 54.2 |
| 2785 | 32.4 | 3124 | 1.6 | 17.0 | 29 | 7.3 | 1 | 1 | 1 | 32.4 |
| 2834 | 54.1 | 2432 | 2.9 | 17.5 | 35 | 10.3 | 3 | 2 | 1 | 54.1 |
| 2146 | 49.0 | 1998 | 3.6 | 19.0 | 41 | 4.9 | 3 | 2 | 2 | 49.0 |
| 3625 | 46.3 | 2554 | 2.1 | 10.0 | 32 | 9.9 | 3 | 1 | 1 | 46.3 |
| 3328 | 41.6 | 2776 | 2.1 | 16.0 | 31 | 7.3 | 2 | 1 | 2 | 41.6 |
| 3358 | 43.2 | 2724 | 1.2 | 14.5 | 42 | 0.3 | 2 | 2 | 1 | 43.2 |
| 2230 | 54.4 | 3241 | 2.2 | 21.5 | 44 | 5.1 | 4 | 2 | 2 | 54.4 |
| 2662 | 42.5 | 2403 | 1.0 | 19.0 | 32 | 8.2 | 2 | 1 | 1 | 42.5 |
| 3736 | 45.0 | 3697 | 2.1 | 20.5 | 40 | 9.0 | 3 | 1 | 1 | 45.0 |
| 3227 | 33.5 | 3657 | 1.5 | 18.0 | 28 | 3.5 | 1 | 1 | 1 | 33.5 |
| 2718 | 35.9 | 2786 | 1.9 | 15.5 | 37 | 8.5 | 1 | 1 | 1 | 35.9 |
| 3675 | 38.1 | 3568 | 2.3 | 16.5 | 37 | 3.7 | 2 | 1 | 1 | 38.1 |
| 2960 | 44.0 | 2813 | 3.8 | 15.0 | 33 | 11.8 | 2 | 1 | 1 | 44.0 |
| 3405 | 71.2 | 3567 | 2.5 | 13.5 | 32 | 9.1 | 1 | 1 | 2 |
| 2793 | 37.8 | 2980 | 3.2 | 12.0 | 32 | 6.6 | 2 | 1 | 1 | 37.8 |
| 2675 | 43.7 | 2915 | 1.6 | 13.5 | 36 | 5.3 | 2 | 2 | 1 | 43.7 |
| 2874 | 40.2 | 3670 | 2.8 | 17.5 | 37 | 9.9 | 2 | 1 | 1 | 40.2 |
| 3467 | 55.5 | 3203 | 4.2 | 8.0 | 37 | 2.7 | 4 | 2 | 2 | 55.5 |
| 3593 | 44.9 | 3003 | 0.9 | 15.5 | 37 | 10.2 | 3 | 2 | 1 | 44.9 |
| 2596 | 38.8 | 3330 | 2.7 | 13.5 | 41 | 4.0 | 2 | 1 | 1 | 38.8 |
| 3341 | 52.6 | 3013 | 3.7 | 20.0 | 41 | 14.1 | 3 | 2 | 1 | 52.6 |
| 3479 | 53.0 | 2844 | 3.5 | 13.5 | 30 | 10.8 | 3 | 2 | 1 | 53.0 |
| 2656 | 58.0 | 2382 | 3.2 | 12.0 | 39 | 1.3 | 4 | 2 | 2 | 58.0 |
| 2617 | 54.2 | 3018 | 3.1 | 20.0 | 39 | 8.2 | 3 | 2 | 1 | 54.2 |
| 2114 | 60.5 | 2932 | 1.8 | 19.5 | 39 | 6.1 | 4 | 2 | 2 | 60.5 |
| 3287 | 47.6 | 2751 | 3.0 | 10.5 | 36 | 9.1 | 3 | 2 | 2 | 47.6 |
| 3531 | 36.9 | 2923 | 1.2 | 14.0 | 40 | 7.6 | 2 | 1 | 1 | 36.9 |
| 3562 | 34.5 | 2730 | 0.3 | 17.0 | 33 | 4.3 | 1 | 1 | 1 | 34.5 |
| 3648 | 30.8 | 3622 | 2.3 | 15.0 | 34 | 7.6 | 1 | 1 | 1 | 30.8 |
| 3569 | 49.0 | 3759 | 2.9 | 19.0 | 33 | 10.8 | 3 | 2 | 2 | 49.0 |
| 3038 | 45.5 | 2691 | 3.2 | 13.5 | 46 | 5.7 | 3 | 2 | 2 | 45.5 |
| 2663 | 51.4 | 2640 | 3.8 | 19.5 | 37 | 7.6 | 3 | 2 | 2 | 51.4 |
| 2971 | 49.6 | 3359 | 1.6 | 10.5 | 44 | 2.6 | 3 | 2 | 2 | 49.6 |
| 3116 | 31.9 | 3422 | 3.3 | 15.5 | 38 | 12.1 | 1 | 1 | 1 | 31.9 |
| 2546 | 53.4 | 2772 | 0.8 | 14.5 | 45 | 11.3 | 3 | 2 | 2 | 53.4 |
| 2118 | 48.8 | 2825 | 1.1 | 13.0 | 40 | 9.0 | 3 | 1 | 2 | 48.8 |
| 2117 | 39.2 | 2996 | 1.3 | 15.5 | 38 | 8.5 | 2 | 1 | 1 | 39.2 |
| 3794 | 43.4 | 3597 | 3.9 | 15.5 | 35 | 13.2 | 2 | 1 | 1 | 43.4 |
| 2910 | 41.0 | 2846 | 3.1 | 20.5 | 31 | 8.8 | 2 | 1 | 2 | 41.0 |
| 3504 | 49.6 | 2922 | 1.9 | 19.5 | 32 | 4.4 | 3 | 1 | 2 | 49.6 |
Investment Portfolio
| Company A | Company B |
| 1.31 | 0.38 |
| -0.26 | 1.27 |
| 0.88 | 0.56 |
| 0.48 | 0.62 |
| -0.49 | -0.55 |
| 0.37 | -1.24 |
| -0.22 | -1.87 |
| 1.34 | 1.30 |
| 0.21 | -0.19 |
| 0.92 | 0.42 |
| 0.76 | -1.06 |
| -0.53 | -1.07 |
| -0.72 | 0.58 |
| 0.06 | 0.65 |
| 0.20 | 0.76 |
| 0.41 | 0.85 |
| 0.26 | 0.74 |
| 1.46 | 0.83 |
| 0.53 | 0.83 |
| 1.28 | 0.36 |
| 0.12 | 0.18 |
| -0.52 | -1.08 |
| -0.73 | -0.91 |
| 1.06 | 1.87 |
| 1.33 | 2.85 |
| -0.18 | -0.53 |
| 2.04 | 1.79 |
| 1.57 | 2.73 |
| -0.50 | -0.76 |
| 0.91 | 1.33 |
| -0.25 | -0.50 |
| 0.62 | 1.93 |
| -2.04 | -0.10 |
| 0.46 | -0.95 |
| 1.69 | 0.40 |
| 0.11 | 0.18 |
| -0.55 | -2.59 |
| 1.13 | 1.18 |
| 0.91 | -0.73 |
| -1.19 | -1.71 |
| -1.33 | -3.11 |
| 0.89 | 0.77 |