HW3-Data.xlsx
Question 1
| Sales Person | Intelligence | Extroversion | $ Sales/Week |
| 1 | 89 | 21 | 2625 |
| 2 | 93 | 24 | 2700 |
| 3 | 91 | 21 | 3100 |
| 4 | 122 | 23 | 3150 |
| 5 | 115 | 27 | 3175 |
| 6 | 100 | 18 | 3100 |
| 7 | 98 | 19 | 2700 |
| 8 | 105 | 16 | 2475 |
| 9 | 112 | 23 | 3625 |
| 10 | 109 | 28 | 3525 |
| 11 | 130 | 20 | 3225 |
| 12 | 104 | 25 | 3450 |
| 13 | 104 | 20 | 2425 |
| 14 | 111 | 26 | 3025 |
| 15 | 97 | 28 | 3625 |
| 16 | 115 | 29 | 2750 |
| 17 | 113 | 25 | 3150 |
| 18 | 88 | 23 | 2600 |
| 19 | 108 | 19 | 2525 |
| 20 | 101 | 16 | 2650 |
Question 2
| height | weight | sat | gmat | salary |
| 72.00 | 175.00 | 1450.00 | 730.00 | 200000.00 |
| 64.00 | 125.00 | 1200.00 | 630.00 | 100000.00 |
| 65.00 | 165.00 | 1170.00 | 620.00 | 85000.00 |
| 67.00 | 100.00 | 1350.00 | 650.00 | 150000.00 |
| 75.00 | 168.00 | 1220.00 | 640.00 | 100000.00 |
| 61.00 | 118.00 | 1340.00 | 720.00 | 85000.00 |
| 67.00 | 185.00 | 1300.00 | 680.00 | 100000.00 |
| 70.00 | 160.00 | 1360.00 | 720.00 | 500000.00 |
| 73.00 | 195.00 | 1200.00 | 650.00 | 300000.00 |
| 67.00 | 142.00 | 1370.00 | 650.00 | 150000.00 |
| 74.00 | 175.00 | 1350.00 | 720.00 | 200000.00 |
| 70.00 | 150.00 | 1220.00 | 660.00 | 425000.00 |
| 69.00 | 155.00 | 1440.00 | 790.00 | 125000.00 |
| 74.00 | 185.00 | 1200.00 | 680.00 | 150000.00 |
| 66.00 | 125.00 | 1400.00 | 670.00 | 120000.00 |
| 70.00 | 160.00 | 1480.00 | 720.00 | 350000.00 |
| 63.00 | 140.00 | 1460.00 | 730.00 | 200000.00 |
| 74.00 | 195.00 | 1560.00 | 700.00 | 200000.00 |
| 73.00 | 165.00 | 1290.00 | 720.00 | 300000.00 |
| 72.00 | 185.00 | 1160.00 | 680.00 | 250000.00 |
| 72.00 | 200.00 | 1270.00 | 680.00 | 50000.00 |
| 63.00 | 115.00 | 1400.00 | 670.00 | 75000.00 |
| 75.00 | 190.00 | 1250.00 | 700.00 | 200000.00 |
| 74.00 | 195.00 | 1240.00 | 670.00 | 200000.00 |
| 66.00 | 124.00 | 1100.00 | 630.00 | 80000.00 |
| 71.00 | 165.00 | 1340.00 | 700.00 | 100000.00 |
| 65.00 | 138.00 | 1320.00 | 670.00 | 225000.00 |
| 73.00 | 170.00 | 1100.00 | 650.00 | 170000.00 |
| 67.00 | 122.00 | 1380.00 | 680.00 | 175000.00 |
| 72.00 | 170.00 | 1000.00 | 600.00 | 300000.00 |
| 70.00 | 155.00 | 1300.00 | 730.00 | 200000.00 |
| 70.50 | 185.00 | 1140.00 | 690.00 | 250000.00 |
| 70.00 | 190.00 | 1300.00 | 690.00 | 125000.00 |
| 70.00 | 156.00 | 1450.00 | 760.00 | 120000.00 |
| 73.00 | 215.00 | 1520.00 | 700.00 | 125000.00 |
| 70.00 | 163.00 | 1380.00 | 710.00 | 250000.00 |
| 70.50 | 159.00 | 1290.00 | 670.00 | 100000.00 |
| 67.00 | 160.00 | 1420.00 | 710.00 | 150000.00 |
Question 3
| food | decor | service | price |
| 18.00 | 22.00 | 17.00 | 41.00 |
| 24.00 | 22.00 | 22.00 | 54.00 |
| 18.00 | 17.00 | 14.00 | 32.00 |
| 18.00 | 9.00 | 13.00 | 20.00 |
| 21.00 | 12.00 | 16.00 | 25.00 |
| 27.00 | 24.00 | 26.00 | 53.00 |
| 16.00 | 16.00 | 17.00 | 27.00 |
| 21.00 | 12.00 | 19.00 | 29.00 |
| 20.00 | 17.00 | 18.00 | 40.00 |
| 19.00 | 8.00 | 13.00 | 15.00 |
| 17.00 | 14.00 | 18.00 | 20.00 |
| 20.00 | 22.00 | 21.00 | 29.00 |
| 18.00 | 11.00 | 14.00 | 18.00 |
| 14.00 | 23.00 | 13.00 | 28.00 |
| 23.00 | 22.00 | 21.00 | 50.00 |
| 19.00 | 17.00 | 20.00 | 32.00 |
| 17.00 | 18.00 | 15.00 | 26.00 |
| 17.00 | 12.00 | 12.00 | 15.00 |
| 21.00 | 19.00 | 19.00 | 31.00 |
| 18.00 | 14.00 | 18.00 | 32.00 |
| 16.00 | 7.00 | 14.00 | 16.00 |
| 23.00 | 15.00 | 21.00 | 36.00 |
| 14.00 | 17.00 | 14.00 | 27.00 |
| 21.00 | 14.00 | 18.00 | 41.00 |
| 19.00 | 18.00 | 18.00 | 38.00 |
| 22.00 | 8.00 | 16.00 | 18.00 |
| 19.00 | 26.00 | 20.00 | 46.00 |
| 22.00 | 19.00 | 23.00 | 40.00 |
| 21.00 | 17.00 | 20.00 | 27.00 |
| 16.00 | 16.00 | 15.00 | 25.00 |
| 19.00 | 15.00 | 19.00 | 34.00 |
| 19.00 | 17.00 | 18.00 | 40.00 |
| 20.00 | 13.00 | 14.00 | 23.00 |
| 21.00 | 6.00 | 13.00 | 11.00 |
| 16.00 | 20.00 | 20.00 | 23.00 |
| 19.00 | 14.00 | 17.00 | 25.00 |
| 19.00 | 14.00 | 16.00 | 26.00 |
| 24.00 | 19.00 | 20.00 | 33.00 |
| 20.00 | 19.00 | 20.00 | 39.00 |
| 21.00 | 22.00 | 20.00 | 41.00 |
| 22.00 | 20.00 | 21.00 | 44.00 |
| 18.00 | 16.00 | 19.00 | 35.00 |
| 18.00 | 15.00 | 18.00 | 25.00 |
| 20.00 | 23.00 | 16.00 | 44.00 |
| 26.00 | 27.00 | 26.00 | 65.00 |
| 21.00 | 11.00 | 16.00 | 34.00 |
| 21.00 | 14.00 | 19.00 | 41.00 |
| 18.00 | 14.00 | 16.00 | 20.00 |
| 20.00 | 15.00 | 19.00 | 42.00 |
| 14.00 | 21.00 | 17.00 | 36.00 |
| 19.00 | 18.00 | 16.00 | 36.00 |
| 14.00 | 13.00 | 10.00 | 19.00 |
| 22.00 | 20.00 | 21.00 | 46.00 |
| 17.00 | 15.00 | 15.00 | 29.00 |
| 16.00 | 17.00 | 15.00 | 23.00 |
| 22.00 | 20.00 | 21.00 | 42.00 |
| 18.00 | 13.00 | 15.00 | 22.00 |
| 16.00 | 18.00 | 15.00 | 33.00 |
| 23.00 | 16.00 | 21.00 | 32.00 |
| 20.00 | 19.00 | 16.00 | 34.00 |
| 19.00 | 14.00 | 17.00 | 29.00 |
| 20.00 | 12.00 | 17.00 | 22.00 |
| 21.00 | 17.00 | 20.00 | 44.00 |
| 17.00 | 16.00 | 14.00 | 21.00 |
| 20.00 | 16.00 | 17.00 | 45.00 |
| 17.00 | 17.00 | 16.00 | 26.00 |
| 20.00 | 22.00 | 20.00 | 35.00 |
| 22.00 | 20.00 | 19.00 | 42.00 |
| 18.00 | 13.00 | 20.00 | 30.00 |
| 23.00 | 9.00 | 16.00 | 30.00 |
| 20.00 | 18.00 | 20.00 | 48.00 |
| 21.00 | 21.00 | 19.00 | 33.00 |
| 19.00 | 14.00 | 16.00 | 34.00 |
| 17.00 | 16.00 | 16.00 | 22.00 |
| 19.00 | 12.00 | 18.00 | 37.00 |
| 20.00 | 18.00 | 18.00 | 26.00 |
| 21.00 | 19.00 | 20.00 | 42.00 |
| 24.00 | 17.00 | 20.00 | 39.00 |
| 18.00 | 15.00 | 17.00 | 25.00 |
| 21.00 | 10.00 | 15.00 | 14.00 |
| 19.00 | 15.00 | 18.00 | 30.00 |
| 21.00 | 2.00 | 16.00 | 22.00 |
| 15.00 | 22.00 | 15.00 | 11.00 |
| 18.00 | 15.00 | 16.00 | 21.00 |
| 21.00 | 16.00 | 19.00 | 29.00 |
| 24.00 | 20.00 | 21.00 | 55.00 |
| 16.00 | 22.00 | 14.00 | 37.00 |
| 23.00 | 21.00 | 21.00 | 56.00 |
| 21.00 | 16.00 | 18.00 | 47.00 |
| 22.00 | 22.00 | 19.00 | 44.00 |
| 18.00 | 17.00 | 18.00 | 34.00 |
| 19.00 | 16.00 | 18.00 | 25.00 |
| 17.00 | 13.00 | 15.00 | 27.00 |
| 21.00 | 15.00 | 18.00 | 29.00 |
| 21.00 | 18.00 | 19.00 | 43.00 |
| 19.00 | 18.00 | 19.00 | 37.00 |
| 24.00 | 20.00 | 21.00 | 46.00 |
| 19.00 | 16.00 | 17.00 | 29.00 |
| 20.00 | 21.00 | 19.00 | 33.00 |
| 20.00 | 15.00 | 19.00 | 41.00 |
| 21.00 | 16.00 | 19.00 | 31.00 |
| 21.00 | 21.00 | 19.00 | 33.00 |
| 21.00 | 28.00 | 23.00 | 64.00 |
| 24.00 | 14.00 | 21.00 | 53.00 |
| 22.00 | 19.00 | 18.00 | 44.00 |
| 23.00 | 23.00 | 23.00 | 56.00 |
| 17.00 | 8.00 | 12.00 | 22.00 |
| 18.00 | 16.00 | 20.00 | 28.00 |
| 17.00 | 9.00 | 14.00 | 21.00 |
| 20.00 | 21.00 | 18.00 | 40.00 |
| 18.00 | 14.00 | 16.00 | 30.00 |
| 17.00 | 17.00 | 18.00 | 34.00 |
| 20.00 | 22.00 | 21.00 | 51.00 |
| 19.00 | 14.00 | 15.00 | 23.00 |
Question 4
| ClassRank | GPA |
| 4 | 3.24 |
| 4 | 2.95 |
| 1 | 3.66 |
| 3 | 3.45 |
| 4 | 3.33 |
| 1 | 3.20 |
| 2 | 2.83 |
| 3 | 3.80 |
| 2 | 3.43 |
| 1 | 3.90 |
| 4 | 3.66 |
| 4 | 2.60 |
| 1 | 2.41 |
| 3 | 3.43 |
| 3 | 3.73 |
| 4 | 3.60 |
| 1 | 3.49 |
| 3 | 3.84 |
| 3 | 2.54 |
| 2 | 2.94 |
| 4 | 3.27 |
| 2 | 2.45 |
| 4 | 3.75 |
| 4 | 3.71 |
| 1 | 3.74 |
| 1 | 2.93 |
| 1 | 3.33 |
| 1 | 3.22 |
| 4 | 2.87 |
| 1 | 3.95 |
| 2 | 2.52 |
| 2 | 3.68 |
| 1 | 2.50 |
| 3 | 2.96 |
| 1 | 3.03 |
| 2 | 2.53 |
| 4 | 3.16 |
| 4 | 3.11 |
| 4 | 2.59 |
| 3 | 2.60 |
| 1 | 3.32 |
| 1 | 3.20 |
| 2 | 2.79 |
| 1 | 2.61 |
| 2 | 2.49 |
| 2 | 3.09 |
| 4 | 2.71 |
| 2 | 2.75 |
| 2 | 3.86 |
| 4 | 3.43 |
| 1 | 2.49 |
| 4 | 2.66 |
| 4 | 3.47 |
| 3 | 2.55 |
| 3 | 3.78 |
| 4 | 2.69 |
| 3 | 2.45 |
| 4 | 2.76 |
| 1 | 2.95 |
| 4 | 3.16 |
| 1 | 3.22 |
| 3 | 2.99 |
| 3 | 2.45 |
| 3 | 2.65 |
| 1 | 2.85 |
| 4 | 3.42 |
| 3 | 2.84 |
| 4 | 3.03 |
| 3 | 3.38 |
| 2 | 3.58 |
| 2 | 3.40 |
| 3 | 2.80 |
| 4 | 2.94 |
| 4 | 2.89 |
| 2 | 2.71 |
| 1 | 3.57 |
| 4 | 2.73 |
| 4 | 2.64 |
| 1 | 3.97 |
| 1 | 4.00 |
| 3 | 3.24 |
| 3 | 2.87 |
| 4 | 3.27 |
| 1 | 3.30 |
| 3 | 3.73 |
| 3 | 3.06 |
| 1 | 3.30 |
| 3 | 3.59 |
| 2 | 2.58 |
| 4 | 2.60 |
| 1 | 2.46 |
| 2 | 3.59 |
| 3 | 2.99 |
| 1 | 2.92 |
| 2 | 3.62 |
| 3 | 3.53 |
| 3 | 2.60 |
| 2 | 2.51 |
| 2 | 2.70 |
| 2 | 2.78 |
| 1 | 3.73 |
| 3 | 2.61 |
| 1 | 3.72 |
| 2 | 3.72 |
| 1 | 3.37 |
| 2 | 3.16 |
| 1 | 3.71 |
| 1 | 3.65 |
| 4 | 3.73 |
| 1 | 2.83 |
| 4 | 3.34 |
| 1 | 3.07 |
| 3 | 2.91 |
| 2 | 2.68 |
| 3 | 3.45 |
| 2 | 2.54 |
| 3 | 3.67 |
Question 5
| ownPrice | competitorPrice | Sales |
| 5.13567 | 5.2042 | 144.49 |
| 3.49546 | 8.0597 | 637.25 |
| 7.27534 | 11.676 | 620.79 |
| 4.66282 | 8.3644 | 549.01 |
| 3.58454 | 2.1503 | 20.43 |
| 5.16792 | 10.153 | 713.01 |
| 3.38409 | 4.9466 | 346.71 |
| 4.29306 | 7.7606 | 595.78 |
| 4.36909 | 7.4289 | 457.65 |
| 7.2266 | 10.7113 | 591.45 |
| 7.43643 | 12.4483 | 745.23 |
| 4.35665 | 4.3073 | 177.4 |
| 4.86475 | 11.0556 | 856.25 |
| 6.96966 | 9.745 | 449.19 |
| 5.48986 | 7.9044 | 481.93 |
| 5.46023 | 7.6302 | 443.34 |
| 8.45962 | 14.8897 | 911.86 |
| 5.23121 | 8.1032 | 507.66 |
| 3.49585 | 9.9692 | 847.43 |
| 8.80711 | 14.1371 | 812.64 |
| 5.45605 | 8.8422 | 572.46 |
| 4.325 | 6.471 | 379.81 |
| 5.23705 | 7.0961 | 354 |
| 4.61478 | 6.9579 | 445.97 |
| 4.8088 | 6.8521 | 399.89 |
| 3.8296 | 6.6789 | 466.11 |
| 4.91714 | 10.6093 | 759.89 |
| 5.96973 | 12.5892 | 880.07 |
| 3.36004 | 5.2346 | 290.19 |
| 4.50369 | 10.1673 | 805.51 |
| 4.70028 | 9.4272 | 666.96 |
| 5.42889 | 8.2601 | 494.04 |
| 4.82462 | 7.8154 | 535.65 |
| 4.77565 | 10.3393 | 765.17 |
| 1.67795 | 2.572 | 284.73 |
| 4.09735 | 2.6367 | 43.96 |
| 4.94351 | 7.1008 | 435.57 |
| 6.34616 | 8.0416 | 404.03 |
| 5.73615 | 8.7319 | 512.79 |
| 6.0395 | 9.4089 | 548.78 |
| 3.76536 | 3.3578 | 176.64 |
| 5.4907 | 7.2457 | 349.23 |
| 5.73368 | 6.4362 | 259.62 |
| 4.60315 | 6.4325 | 337.97 |
| 2.13686 | 0.7337 | -43.68 |
| 6.09998 | 10.1357 | 596.66 |
| 5.5207 | 11.3468 | 751.41 |
| 2.51308 | 5.74 | 512.88 |
| 5.12549 | 8.0809 | 452.47 |
| 6.1765 | 11.4716 | 710.9 |
| 3.94825 | 5.3026 | 292.72 |
| 5.2788 | 6.8068 | 367.46 |
| 1.99072 | 5.1921 | 510.9 |
| 6.47039 | 10.4509 | 628.37 |
| 6.38963 | 10.4061 | 609.69 |
| 4.53539 | 5.7201 | 281.11 |
| 3.92085 | 9.6856 | 792.16 |
| 1.35945 | 3.1703 | 343.88 |
| 6.46952 | 10.7416 | 645.53 |
| 6.76722 | 11.0022 | 633.87 |
| 5.294 | 10.0941 | 693.54 |
| 4.864 | 9.7121 | 664.89 |
| 5.73444 | 11.9226 | 864.94 |
| 2.63174 | 6.1496 | 576.46 |
| 4.20874 | 10.2859 | 841.3 |
| 5.10869 | 9.7362 | 691.47 |
| 2.0161 | 5.0815 | 462.9 |
| 4.1162 | 4.7868 | 219.66 |
| 3.20347 | 5.9175 | 415.57 |
| 1.9652 | 4.0777 | 404.53 |
| 8.69792 | 13.6441 | 800.65 |
| 7.05065 | 9.9138 | 495.75 |
| 4.58623 | 9.7792 | 688.27 |
| 4.91741 | 6.3876 | 334.36 |
| 7.08949 | 13.4635 | 897 |
| 4.77727 | 4.6437 | 106.14 |
| 7.20496 | 13.5573 | 927.12 |
| 7.79692 | 12.0858 | 682.15 |
| 0.47244 | 0.9041 | 178.85 |
| 2.3962 | 9.3071 | 883.11 |
| 5.0874 | 10.4219 | 745.34 |
| 2.85361 | 7.6922 | 680.23 |
| 3.74802 | 6.2279 | 432.72 |
| 7.21676 | 11.9934 | 715.64 |
| 4.41862 | 7.8028 | 520.01 |
| 5.16239 | 6.4206 | 296.7 |
| 1.0391 | -1.2589 | -128.1 |
| 4.43248 | 2.8593 | -20.34 |
| 2.4088 | 5.3087 | 477.39 |
| 7.10072 | 8.3304 | 324.61 |
| 1.10558 | 3.1707 | 287.36 |
| 3.47381 | 6.4331 | 445.56 |
| 4.23023 | 12.6986 | 1130.88 |
| 3.91041 | 7.035 | 482.82 |
| 2.5424 | 2.9536 | 179.57 |
| 6.06947 | 8.8234 | 516.93 |
| 4.22226 | 10.5961 | 875.2 |
| 7.50482 | 14.8819 | 1018.1 |
| 5.78936 | 7.7333 | 382.2 |
| 4.73001 | 6.4888 | 357.14 |