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It is a 16 variable dataset with n=315 records that you have seen and worked with previously. The data was obtained from medical record information

It is a 16 variable dataset with n=315 records that you have seen and worked with previously. The data was obtained from medical record information and observational self-report of adults. The dataset consists of categorical, continuous, and composite scores of different types. A data dictionary is not available for this dataset, but the qualities measured can easily be inferred from the variable and categorical names for most of the variables. As such, higher scores for the composite variables translate into having more of that quality. The QUETELET variable is essentially a body mass index. It can be googled for more detailed information. It is the ratio of BodyWeight (in lbs) divided by (Height (in inch))^2. Then the ratio is adjusted with an adjustment factor so that the numbers become meaningful. Specifically, QUETELET above 25 is considered overweight, while a QUETELET above 30 is considered obese. There is no other information available about this data.

As stated above, if the QUETELET variable is above 30, the person is considered obese. Above 25, the person is considered overweight. Is this sample, on average, from a population of over weight or obese people? Formulate a hypothesis to test these situations. Obtain a confidence interval on the population mean QUETELET and interpret the results.

An average woman needs to eat about2000 calories per day to maintain, and 1500 caloriesto lose one pound of weight per week. An average man needs2500 caloriesto maintain, and2000 to lose one pound of weight per week. Since the population is about 50% women and 50% men, the population associated with our sample should eat about 2250 calories per day to maintain weight, and 1750 per day to lose weight, on average. Formulate a hypothesis to test this situation. Obtain a confidence interval on the population mean calorie consumption and interpret the results. You are NOT to delineate or evaluate gender differences here. This is a ONE sample assignment.

For the FAT, FIBER, ALCOHOL, and CHOLESTEROL variables, obtain 95% confidence intervals on the population mean. Use whatever outside information you can obtain to interpret the results.

Conduct any additional analysis on the variables of the Nutrition Study that you deem beneficial. Your only limitation is that you must use one sample hypothesis tests and/or confidence intervals for this analysis.

Look across all of the graphs, tests, confidence intervals, and statistics you've come up with in this assignment, then synthesize what you have observed and interpreted to further construct a story about the health of the people in the population from which this sample was obtained. In other words, what kind of story seems to emerge now as you look at the statistics relative to basic health markers? There is not a right or wrong answer. It is your story and description based on results from this data. You are welcome to bring in information from your prior knowledge and experience to embellish this story. Is the analysis sufficient so far for your story, or is something missing? What should be done next? Write up your synthesis description of what this data set seems to be saying and where we should go from here.

You Need to Use this data set in R-Studio

ID Age Smoke Quetelet Calories Fat Fiber Alcohol Cholesterol BetaDiet RetinolDiet BetaPlasma RetinolPlasma Gender VitaminUse PriorSmoke
1 64 No 21.4838 1298.8 57 6.3 0 170.3 1945 890 200 915 Female Regular 2
2 76 No 23.8763 1032.5 50.1 15.8 0 75.8 2653 451 124 727 Female Regular 1
3 38 No 20.0108 2372.3 83.6 19.1 14.1 257.9 6321 660 328 721 Female Occasional 2
4 40 No 25.1406 2449.5 97.5 26.5 0.5 332.6 1061 864 153 615 Female No 2
5 72 No 20.985 1952.1 82.6 16.2 0 170.8 2863 1209 92 799 Female Regular 1
6 40 No 27.5214 1366.9 56 9.6 1.3 154.6 1729 1439 148 654 Female No 2
7 65 No 22.0115 2213.9 52 28.7 0 255.1 5371 802 258 834 Female Occasional 1
8 58 No 28.757 1595.6 63.4 10.9 0 214.1 823 2571 64 825 Female Regular 1
9 35 No 23.0766 1800.5 57.8 20.3 0.6 233.6 2895 944 218 517 Female No 1
10 55 No 34.9699 1263.6 39.6 15.5 0 171.9 3307 493 81 562 Female No 2
11 66 No 20.9465 1460.8 58 18.2 1 137.4 1714 535 184 935 Female Regular 2
12 40 No 36.4316 1638.2 49.3 14.9 0 130.7 2031 492 91 741 Female Occasional 1
13 57 No 31.7304 2072.9 106.7 9.6 0.9 420 1982 1105 120 679 Male No 1
14 66 No 21.7885 987.5 35.6 10.3 0 254.9 2120 1047 61 507 Female Regular 1
15 66 No 27.3192 1574.3 75 7.1 0 361.5 1388 980 108 852 Male No 1
16 64 No 31.4467 2868.5 128.8 15 20 379.5 3888 1545 211 1249 Male No 2
17 62 No 25.9025 1751.1 80.7 8.4 14.1 160.3 2194 242 235 1035 Male Regular 2
18 75 No 29.1526 1407.6 35 20.8 7 144.1 3470 479 288 1262 Male Regular 2
19 68 No 38.1873 1628.5 78.6 11.6 0 512.3 2108 921 102 904 Female No 1
20 57 No 25.8967 1101.4 48.5 8.5 5 197.2 1157 445 113 1727 Male No 2
21 56 No 24.4588 2433.6 127.6 19.9 7.1 271.2 1739 926 74 684 Male No 2
22 30 No 22.7212 1437.3 61.5 8.8 2.3 160.9 1008 695 129 537 Female No 2
23 34 No 24.0812 2062.7 81.1 13.6 18 190.5 606 944 140 760 Female No 1
24 53 No 23.1598 1276.5 50.1 9 4.7 143.5 1380 708 138 809 Female Occasional 2
25 60 No 49.1203 2114.8 77.6 14.9 0.5 239.9 4916 1150 143 697 Female Regular 1
26 50 No 23.0766 1113 32.8 12.9 3 104.8 4451 554 416 676 Female Regular 1
27 62 No 33.7244 1323 60.8 11.4 0 155.8 5983 320 212 822 Female Occasional 2
28 61 No 25.1827 2837.3 84.2 33.8 0 192.1 2413 656 786 691 Female Regular 1
29 65 No 28.9498 2055.9 111.8 15.9 0 226.5 3087 1199 35 599 Male No 1
30 71 No 24.68 1285.8 55.4 10.6 2 353.4 521 975 122 901 Male No 2
31 43 No 28.4015 1786.9 93.9 10.6 0 247 2431 914 119 818 Female No 2
32 33 No 20.5696 3144.8 155 17.6 4.1 308.8 3141 1579 182 623 Female Occasional 2
33 74 Yes 16.3311 1241 53.1 10.8 0.1 206.1 1668 1618 186 624 Female No 3
34 41 No 21.0312 2419.3 122.7 16.2 0.3 325.2 4366 1759 216 526 Female No 1
35 56 No 22.6438 2712.7 145.3 13.4 8 242.6 494 608 751 1002 Male Occasional 2
36 44 Yes 25.8787 1810 95.3 17.5 0 253.1 7026 508 39 179 Female Regular 3
37 37 No 35.3601 1778.1 75.9 10.8 0.5 332.6 1529 517 107 564 Female Occasional 2
38 37 No 25.94 1147.9 47.6 7.3 0.1 117 241 314 74 456 Female No 2
39 39 Yes 21.9991 1951.4 109.1 4.7 0 461.1 998 588 418 665 Male Regular 3
40 37 No 22.5121 2035.5 65.7 22.1 0.7 205.3 6082 674 1415 632 Female Regular 1
41 53 No 27.4927 1248.6 56.9 8.2 0 223.2 2741 419 400 502 Female No 1
42 66 No 27.4961 3184.8 199 16.8 0.2 362.6 2100 1083 102 838 Female No 2
43 58 No 24.1797 1538.1 78.7 14.2 0.9 231.2 2359 834 135 574 Female Occasional 2
44 31 Yes 23.3459 1456.5 56.6 8.5 1 182.7 603 473 97 611 Female Occasional 3
45 49 No 21.6784 1656.3 59.5 13.3 0.1 180.3 1625 707 124 476 Female Occasional 1
46 75 No 21.3291 1396.8 53.3 13.2 3.2 99.3 2888 323 195 546 Female Regular 1
47 62 No 33.7442 1588.1 88.9 7.4 0 362.6 1099 651 107 411 Female Regular 1
48 56 No 32.0748 1566.5 95.2 6.5 7.2 408 2103 855 53 475 Female No 1
49 69 No 31.6684 827.9 32.8 8.7 0 79.8 2260 264 148 321 Male Regular 2
50 50 Yes 25.1119 2340.4 110.4 11.3 14 260.7 452 550 77 388 Female No 3
51 50 No 20.4034 1902.9 72.9 35.4 7.3 175.6 3549 969 316 586 Female No 1
52 72 No 39.2229 1111.9 47.2 10.2 0.2 69.4 2204 239 77 648 Female Regular 1
53 60 No 19.9326 1333.8 37.1 16.9 6.5 84 4964 374 266 550 Female Occasional 1
54 55 No 21.6362 1896.1 82.2 9.3 10 296.8 1052 605 39 783 Male No 2
55 43 No 29.0047 1472.7 61.8 12.2 0 216.3 3572 809 225 258 Female Regular 1
56 29 No 18.834 2237.4 77.6 22.6 0.7 180.6 2902 1065 173 299 Female Regular 1
57 44 Yes 29.1135 1446.2 63.2 9.5 3.2 208.8 1788 677 79 384 Female Occasional 3
58 48 No 32.3483 2908.5 139.1 16.4 0.2 511.6 5111 1359 102 692 Female Regular 2
59 38 No 23.8573 2190.7 96.9 17.7 1.3 192.1 1378 685 158 634 Female Occasional 1
60 33 No 19.409 1878.2 81.6 9.6 4.9 265.8 1431 724 159 592 Female Occasional 1
61 56 No 16.6367 1436.8 57.2 9.4 0 183.3 1727 898 157 383 Female Regular 1
62 65 Yes 23.3762 6662.2 164.3 11.3 203 603 2893 1364 96 317 Male No 3
63 48 No 30.295 2893.3 125.8 18.8 1.7 256.7 2524 1250 160 247 Female Regular 1
64 66 No 22.5743 1902.4 76.7 17.7 3.1 216.7 2533 592 100 730 Male Regular 2
65 78 No 26.3675 1531.6 69.5 5.4 0 168 982 854 293 587 Female Regular 2
66 65 No 23.5424 1220.7 34.6 16.5 5.6 152.8 1535 493 171 407 Male No 1
67 72 No 22.0119 1247.7 46.8 10.2 0 347.9 326 407 89 831 Female No 2
68 31 Yes 21.0778 1631.5 75.2 8.5 0.7 277.1 1487 1120 109 531 Female Occasional 3
69 74 No 25.7393 818.1 34.3 6.6 3.7 55.4 1114 453 129 560 Female No 2
70 61 No 25.1827 1570.1 58.7 19.3 2 158.3 1080 724 87 397 Female No 1
71 83 No 25.2068 1331.2 50.6 7.7 0.3 380.7 2492 1310 328 768 Female Occasional 1
72 46 No 30.7096 2052.4 120.4 10.2 0 195.2 1349 860 298 393 Female Occasional 2
73 62 No 23.9217 1823 80.3 17.4 6.2 256.8 6948 417 379 810 Female Regular 2
74 56 Yes 20.641 1743.8 85.3 13.2 7.2 349.6 1086 464 204 624 Female No 3
75 33 No 26.6369 3457.2 166 17.5 10.5 452.8 2629 1470 75 227 Male Regular 1
76 45 No 22.3611 1126.7 20.4 12.5 7.2 71.8 1307 178 127 525 Female No 2
77 41 No 23.0939 3258.3 101.2 26.2 0.5 341.7 1306 1163 131 542 Female Regular 2
78 73 No 24.68 2833.7 119.9 14.6 18.2 365 3465 743 21 558 Male No 2
79 31 No 21.3314 2264.3 105.5 13.4 3.2 396.5 1846 760 233 504 Female Occasional 2
80 50 No 25.1199 2026 85.5 11.2 21 268.2 1334 486 73 1031 Male Regular 1
81 65 No 28.402 1747.6 83.6 10.9 0 244.8 4848 1005 25 187 Female No 1
82 35 Yes 21.834 1575.5 53.9 7 1 216.2 1734 1215 137 677 Female Regular 3
83 42 No 29.0357 1785.4 94.1 10 0.7 288 1120 619 82 783 Male Regular 2
84 19 No 29.2415 2558.9 116.1 12.3 0 324.5 1498 1066 327 693 Female Regular 1
85 37 No 19.9861 839 29.2 4.7 6.4 66.5 330 394 142 511 Female Regular 1
86 44 No 24.0812 2391.3 95.4 20.6 0 283.3 5909 1702 86 435 Female Regular 2
87 36 No 23.3459 1887.4 110.2 6 0.1 211.7 3326 928 150 362 Female No 2
88 53 Yes 25.1406 2798.2 125.9 17.7 7 239 2110 1458 53 592 Male No 3
89 69 Yes 27.2289 2654.9 126 23.3 0 248 2719 1323 112 360 Male No 3
90 74 No 27.9862 1202 46.6 11.4 0 59.2 2309 578 104 476 Female Regular 1
91 70 No 22.5331 1235.9 51.1 9.6 3 142 1153 1048 170 369 Female Regular 1
92 56 No 26.3173 2225.1 111.5 10.4 6.8 283.7 1432 1006 150 619 Female No 2
93 77 No 27.7905 866.9 31 9.8 0.2 59.7 2493 640 282 472 Female Regular 1
94 73 No 24.4172 1666.8 76.5 13.3 0 747.5 3054 4041 91 426 Male Regular 2
95 43 No 23.0381 3711 202.7 14.9 18 469.2 1861 783 125 592 Female Regular 2
96 41 No 23.6169 1055 33.2 12.9 0.9 220 4268 341 282 426 Male Occasional 1
97 22 No 27.0053 2733 123.8 5.1 0.3 440.3 1652 1525 16 799 Female Regular 2
98 44 No 23.4605 1660.1 80.3 13.6 0.1 89 1802 233 129 497 Female Regular 2
99 51 No 25.1571 1952.7 63.8 17.9 11 201.3 2308 1838 180 622 Female No 2
100 46 Yes 35.2597 2667.5 131.6 10.1 0 550.5 1210 1291 39 549 Male No 3
101 25 Yes 20.641 1517.4 59.1 5.9 0 127.6 214 914 54 539 Female Regular 3
102 69 No 23.0056 1711.4 98.2 10.8 0.3 332.4 1370 695 78 522 Male Occasional 2
103 69 No 25.2317 1756.4 82.3 8.8 0 500.3 2354 842 34 551 Male No 2
104 58 No 27.3369 2186.2 99.3 14.9 0.2 263.8 2446 881 95 466 Female Occasional 1
105 77 No 25.8813 2075.2 75.6 21.4 0 228.8 3473 1326 174 423 Male Occasional 1
106 67 No 24.7353 2021.2 94.8 13.3 8 417.6 3359 1060 95 797 Male No 2
107 37 No 29.3256 1653.2 77.3 12.5 1 162.6 1062 1070 97 532 Female Occasional 2
108 47 No 21.1882 1076.6 33.4 22.5 4.1 138.8 1489 490 204 422 Female Occasional 2
109 60 Yes 19.6773 1506.7 76.3 14.6 0 239.2 3982 350 25 421 Female No 3
110 49 No 25.07 1511.7 54.4 16.1 4.2 200.5 1656 652 270 527 Female Occasional 2
111 83 No 25.5977 1933.6 98.8 11.1 0 224.7 768 719 285 512 Male Regular 2
112 56 No 22.0119 1830 52.8 13.8 8.5 689.4 1496 546 110 756 Female Regular 1
113 39 No 30.2913 1256.7 43.7 5.3 0.3 133.6 683 627 162 456 Female No 1
114 41 No 41.8559 1823.7 54.7 14.6 0 188 885 687 179 456 Female Occasional 1
115 37 Yes 28.3357 1902.8 81.7 8.2 0 178.6 1662 779 131 449 Female No 3
116 66 No 26.5081 958.5 37.7 8.3 0 108.6 1552 326 86 406 Female No 1
117 55 No 21.0778 2328.3 112.6 13.9 2.9 281.9 2144 815 225 519 Female Occasional 1
118 49 No 39.465 1574 74.6 14.1 0 440.6 3567 963 249 464 Female Regular 2
119 31 No 18.9836 1646.2 52.2 13.2 5 174.9 1423 1845 254 523 Female Regular 2
120 64 No 18.8783 1828 63.4 14.7 0 87.9 1293 1101 189 588 Female Regular 1
121 57 No 23.2212 1288.7 63.2 10.6 0 200.2 2111 950 108 564 Female Regular 1
122 42 Yes 26.8491 1084.3 25.2 21.8 1 105.7 2874 159 121 927 Female Regular 3
123 40 No 25.8813 2431.9 93.7 17.8 0.1 364.6 1699 2263 238 953 Male Regular 2
124 73 Yes 19.409 2453.5 118.5 10.3 0 516.5 954 1328 127 516 Male No 3
125 37 No 19.5708 1645.7 76 6.6 4 225.9 1368 427 141 669 Female Occasional 1
126 43 No 20.297 2075.9 96.5 17.3 7 271.8 3318 651 427 572 Female No 1
127 66 No 26.4205 1563.7 73.3 12 1.1 300.9 2247 728 305 727 Female Occasional 1
128 26 No 20.3795 1663.3 64.6 7.6 2 124.7 910 605 74 544 Female No 1
129 45 No 29.2415 1601.4 93.9 8.8 0 255.8 1171 453 156 917 Female Regular 2
130 74 No 30.295 1718.9 57.9 15 1.2 272.7 2077 1374 168 586 Female Occasional 1
131 49 No 21.479 1010.6 29.4 9.1 6.2 98.8 1210 555 116 516 Female No 1
132 41 No 19.409 1372.7 61.6 9.5 0 182.5 1826 386 290 404 Female Regular 2
133 74 No 27.3192 1837 76.9 13.6 0 383.6 2628 966 304 709 Male No 1
134 38 Yes 21.8451 1662.7 58.7 15.7 3.7 163.7 561 947 198 429 Female No 3
135 83 No 22.2224 1534.7 54.9 26.3 0 77.5 1893 426 253 629 Male Regular 1
136 70 No 28.047 2005.8 89.5 8.5 0.1 121.2 1312 688 148 1139 Female Regular 1
137 39 No 26.0943 1187.8 32.8 11.6 0 154.9 1913 1048 492 466 Female Occasional 2
138 65 No 21.5851 1446.2 56.8 10.8 0 127.9 924 684 156 372 Female Regular 1
139 72 No 21.0312 976.7 68.4 3.1 0 99.6 728 797 27 558 Female Regular 2
140 46 No 23.6773 2706.7 104.9 16.8 22 416 4387 926 52 476 Male No 2
141 46 No 30.0587 1546 73.6 10.3 7 284.8 1976 417 210 418 Female No 1
142 51 No 34.1851 1324 46 12.7 0 151 2422 208 83 564 Female No 1
143 39 No 24.0812 1368.9 61.6 14.4 6.7 314.9 1407 1335 182 431 Female Regular 1
144 33 Yes 20.1613 3228 141.1 14.4 0 718.8 1301 307 40 485 Female No 3
145 49 No 31.7263 2825.8 97.8 7.5 35 374.3 1112 735 69 733 Male No 2
146 44 No 23.3932 1220.9 35.1 14 0 99.2 1052 441 172 402 Female No 1
147 69 No 24.2613 1174.7 47.4 9.9 0.1 89.9 1008 783 253 760 Female No 1
148 52 No 27.8335 828.2 52.3 6.1 1.2 141.1 1054 366 435 659 Female No 2
149 82 No 20.2177 1708.1 94.2 15.1 2 224.7 1484 790 429 599 Female Regular 1
150 46 No 23.4786 1182.9 60.2 5.2 0.2 164.5 657 441 326 495 Female No 1
151 25 No 22.7051 928.4 29.7 6 0.5 120.7 604 432 75 436 Female Occasional 1
152 54 No 37.8687 4373.6 235.9 22.9 0.1 814.7 2912 2104 121 416 Female Regular 1
153 70 No 25.7393 1387.7 55.2 11.2 0 114 869 1595 292 701 Female Occasional 1
154 35 No 18.4385 1555.6 72.8 11.5 0 174.1 1578 689 207 553 Female Occasional 1
155 46 No 33.1948 1581.7 64.1 12.3 0.1 170.1 1210 795 118 652 Female Occasional 1
156 70 No 29.5966 1397.4 60.5 9.2 0 228.5 1554 675 108 621 Male No 1
157 71 No 22.1532 1305.4 43.3 10.2 0 72.7 3445 1015 385 617 Female Regular 2
158 59 No 26.8868 1249.6 24.2 14.7 0 97.2 3014 1340 408 784 Female Regular 1
159 42 No 20.5412 2347.3 104.4 12.5 0 249.3 1666 859 97 352 Female Regular 1
160 46 No 39.4062 1207.1 42.8 11.6 0 155.1 1462 868 118 677 Female No 1
161 37 No 33.3723 1688.1 45 17.1 0.8 141.1 1272 145 60 520 Female Regular 2
162 39 No 21.9409 1719.3 49.7 18.4 11 164.6 5296 554 357 474 Female Occasional 2
163 43 No 25.5828 2501.6 121.1 19.5 0 343 5605 858 858 643 Female Regular 2
164 23 No 20.1259 2219.1 120.9 13.1 2 415.8 2430 746 104 400 Female Regular 1
165 45 No 20.2398 1827.7 71.2 10.4 2 267.5 2375 1284 219 627 Female Regular 2
166 63 No 23.9217 1282.3 26.4 13.6 0.1 100.6 3753 649 296 701 Female Regular 1
167 44 Yes 28.3486 1427.2 60.6 8.3 0.2 195 695 270 164 566 Female Occasional 3
168 43 No 20.4034 2000.8 86.7 14.8 0.9 200.9 1649 751 487 453 Female Regular 1
169 33 No 27.8695 1622.4 71.5 12.9 1 214.8 2317 437 70 428 Female No 2
170 35 No 34.0818 3114 160.2 14.9 0.2 432.3 1702 1224 43 434 Female No 2
171 50 No 23.0716 2012 112.9 14.3 6.5 456.9 1007 6901 274 592 Female No 1
172 50 No 29.0157 2106.4 97 12.9 0 344.3 2308 982 231 413 Female Occasional 2
173 59 No 25.5977 1546.6 72.9 15.1 0.7 192.8 4694 864 346 849 Female Regular 2
174 38 No 23.0766 1149 43.6 8.6 10.5 122.5 2749 329 181 727 Female No 2
175 60 No 29.7475 659.3 22.2 7 0.1 102 1497 244 116 700 Female No 2
176 54 No 19.177 1580.6 82.9 9.4 5.2 98.3 1171 465 391 499 Female Regular 2
177 71 No 24.4634 1850.5 75.9 16.1 7.2 247.9 3054 629 85 853 Male No 2
178 48 No 22.5319 1242.1 37.5 13.3 1 148.4 1488 706 800 532 Female Regular 2
179 49 No 32.0177 1099.4 56.9 5.2 0.5 169.9 829 887 286 561 Female Regular 1
180 27 Yes 29.2415 1127.6 59.4 7.4 0 183.4 1037 239 87 378 Female No 3
181 27 Yes 25.4454 2919.5 125.3 14.3 1 370 846 2118 74 419 Female Occasional 3
182 75 No 21.5278 1049.1 51.7 8 0 188.9 1382 222 460 694 Female Regular 1
183 45 No 26.4205 1366.6 42.5 12.9 2.5 141.2 3407 532 154 437 Female Occasional 1
184 35 No 30.4455 1884.8 91.6 11.1 5 518 758 454 206 657 Female No 1
185 56 No 33.5921 1494.5 59.1 6.8 0 111.5 599 845 19 396 Female Regular 2
186 41 Yes 27.5214 1444.6 89.1 6.8 0 280.1 1073 486 168 569 Female Occasional 3
187 48 No 32.9913 445.2 14.4 5 0 102.8 862 160 108 493 Female Regular 1
188 48 No 21.8351 1849.8 80.6 13.8 3.2 549.1 4291 661 274 344 Female Regular 1
189 32 No 20.1579 1678.2 54.3 12.9 1.5 147.3 1668 666 120 620 Female Occasional 2
190 38 No 46.7376 1390.4 55.7 10.8 0 195.1 2809 482 53 277 Female Occasional 1
191 52 No 33.2962 1749.9 81.3 12.1 0 226.5 2373 1816 105 464 Female Occasional 1
192 40 No 24.0103 742.3 36.5 5.9 2.1 133.9 1850 309 159 542 Female No 1
193 44 No 23.0716 1148.5 50.3 7.1 0.1 139.2 1352 455 83 824 Female No 1
194 70 No 22.4821 1730.6 72.9 14.4 0.2 363.1 2315 1196 425 602 Female Regular 1
195 55 Yes 29.0357 1162.5 54 5.6 0.2 175.2 1417 451 99 670 Female No 3
196 48 No 20.2177 1738.9 63.5 12.2 0.5 205.9 4504 294 159 569 Female Regular 1
197 38 No 20.7176 1432.1 58.5 6.3 0.2 131.9 998 699 111 443 Female No 2
198 49 No 20.4034 3098.9 106.2 25.2 1.2 447.6 4430 632 316 399 Female Regular 1
199 36 No 32.9594 2342.3 95.8 19.2 1.7 389.4 3201 1574 105 489 Female Occasional 2
200 64 No 21.5011 2319.9 97.6 22.3 0 155.3 3686 523 317 491 Female Regular 1
201 49 No 23.6794 1292.8 43.1 10.6 11 180.7 2131 227 372 1443 Female Occasional 2
202 49 Yes 22.7216 784.4 40.6 4.9 3 97.4 852 311 116 602 Female Regular 3
203 43 No 22.9146 2038.5 80.7 17.1 0 232.3 2781 757 229 748 Female Occasional 1
204 33 No 23.9378 1366.8 55.9 6.2 0 196 1151 498 51 602 Female Occasional 1
205 38 No 26.0943 1550 66.8 12.1 0 253.2 3970 390 286 502 Female Regular 1
206 36 No 19.7664 1240.7 50.9 6.9 0.3 116 808 349 110 527 Female Occasional 1
207 33 No 21.6734 2814.6 111.2 16.8 0 399.3 843 1616 143 470 Female Occasional 2
208 47 No 20.813 1612.5 45.5 9 15 149.9 2537 295 1212 566 Female Regular 2
209 53 No 40.6892 1576.3 54.8 13.5 0.1 308.9 2205 824 174 491 Female Regular 1
210 41 No 29.1423 1197.7 54.5 4.9 0 135.6 587 215 86 663 Female Regular 1
211 36 No 21.0778 2045.3 84.8 13.2 0.7 271.9 3591 1178 132 526 Female Regular 1
212 32 No 35.9753 3328.4 163.3 20 4.1 425.5 3434 2167 58 556 Female Occasional 2
213 57 No 26.9429 2513.3 98.9 10.6 0 428.1 2869 741 77 394 Female Regular 2
214 42 No 21.6784 1737.4 62.1 16.3 0.2 211.7 2515 1340 237 737 Female Regular 1
215 37 Yes 27.2655 1034.4 34.5 8.9 0 118.5 807 141 41 573 Female Regular 3
216 52 No 32.6718 2083.9 93.1 8.8 0 328.1 766 604 103 713 Female Regular 1
217 45 Yes 28.7254 1481.8 75.3 10.4 0.2 336.9 720 701 193 777 Female Occasional 3
218 42 No 20.769 1051.2 44 10.9 0.2 165.5 516 730 153 437 Female No 1
219 42 No 21.2065 1730.1 58.3 16.6 4.5 196.1 3785 642 1391 609 Female Regular 1
220 41 Yes 20.7176 1102.8 56.6 5.3 0 329.8 1436 522 89 481 Female No 3
221 41 No 26.3117 1496.7 64.6 5.9 1 239.8 613 509 84 471 Female Regular 1
222 26 Yes 20.5412 1987.2 76.6 9.8 0 156.1 1460 322 36 296 Female Regular 3
223 70 No 20.1613 2017.2 136 7.6 0 195.8 2251 1404 494 499 Female No 1
224 44 No 26.3675 1525.6 85.4 7.9 0.1 179.4 2029 898 78 559 Female Regular 1
225 46 No 28.402 1342.2 69.7 5.9 1 215.4 8046 453 102 701 Female No 1
226 22 No 50.4033 1511.7 64.4 10.2 0 190.3 1074 399 50 332 Female No 1
227 46 Yes 21.6784 1570.1 74.1 13.7 0.9 145.7 3556 577 211 388 Female No 3
228 32 No 20.056 2703.4 120.6 11.4 0.1 284.3 1218 978 159 879 Female Regular 1
229 27 No 23.8763 1200.6 61.5 8.7 1.5 208.7 2199 481 89 323 Female No 2
230 52 No 37.1113 1891.6 73.8 17.6 0 226 5810 840 108 625 Female No 1
231 42 No 36.5973 1434.9 59.3 11.2 0 281.1 1214 1119 188 614 Female Regular 1
232 34 No 28.5795 2118.1 93 20.1 0 170 2215 1450 75 525 Female No 1
233 36 No 40.2953 1414.6 51.2 13.7 0 135.8 1678 1307 14 432 Female Occasional 1
234 59 No 24.804 2192.3 78.7 14.2 0 173.5 2579 1026 165 734 Female Regular 2
235 75 No 36.4737 1380.6 54.5 13.5 0.1 201.6 925 707 143 364 Female Occasional 1
236 43 No 45.8581 1626.3 72.2 7.9 0 157.5 404 1050 241 387 Female Regular 1
237 56 No 30.4824 2210.7 113.1 10.5 6.1 340.1 2008 638 97 709 Male No 2
238 48 No 19.7039 1600.7 77.7 11.2 7.2 180.1 2469 538 76 561 Female No 2
239 34 Yes 21.9638 1076.2 52.7 6.1 0 78.3 755 417 169 418 Female No 3
240 37 No 23.3459 2094.5 78.9 17.3 1 193.4 1718 1052 222 413 Female Occasional 1
241 41 No 31.8216 1823 74.8 12.1 1.3 196.9 2133 728 82 506 Female Occasional 2
242 74 No 23.3459 1512.1 73.8 8.7 5.7 182.8 1167 1169 324 628 Female Regular 1
243 73 No 21.0113 840.6 34.3 8.2 0.1 81.1 619 79 146 578 Female No 1
244 53 Yes 19.781 1996.1 98.8 9.2 0 436.8 908 1478 126 486 Female Occasional 3
245 74 No 21.1364 2171.6 76.6 20.4 0 176.3 3690 1113 293 875 Male No 1
246 77 No 24.3272 1481.4 55 11.2 0 191.7 3425 859 183 817 Female Regular 2
247 39 No 21.1781 1829.2 79 15.6 0 178.4 2787 1210 170 647 Female Regular 1
248 29 No 18.6003 1041.6 45.4 6 3 139.5 675 403 129 820 Female Occasional 1
249 37 No 44.9106 2010.4 101.2 16 0.1 362.4 2142 601 129 557 Female Occasional 1
250 47 No 23.9642 2120.8 77.4 17 8.4 185.9 2299 1529 92 520 Female No 1
251 64 No 21.2065 1008.4 35.4 5.6 14 37.7 544 30 44 521 Female No 1
252 36 No 42.8886 798.2 30.6 7.9 2.4 46.3 604 378 51 498 Female No 2
253 42 No 20.4172 3099.2 134.9 19 0.8 469.3 6558 816 103 436 Female No 2
254 64 No 25.6599 2055.7 114.4 13 0 248.4 2661 854 101 291 Female Occasional 2
255 38 No 20.7029 2585.3 129.8 21.1 4 429.5 7362 964 372 293 Female Regular 2
256 39 No 28.4015 1906.5 86.4 10.4 15.5 265.9 2583 632 78 600 Female Occasional 1
257 40 No 31.2422 3014.9 165.7 14.4 0 900.7 1028 3061 0 254 Female Regular 1
258 29 No 37.94 1631 55.6 13.8 0.5 189.5 3435 1104 84 644 Female Regular 1
259 71 No 24.9883 1399.5 66.5 9.6 8 260 1527 822 161 636 Female No 2
260 45 No 23.4316 2319 122.1 13.4 0.1 305.7 2047 1125 331 684 Female Regular 1
261 63 No 18.9209 1655.9 70.8 15.1 0.1 177.3 2897 505 366 535 Female No 1
262 46 No 24.2613 1422.8 58.3 7.8 7.1 206.3 1987 608 990 584 Female Occasional 2
263 75 No 21.6784 2511.5 92.3 36.8 0.6 228.3 4271 916 1010 473 Female Regular 1
264 46 No 35.1907 740.6 38.5 5.3 0 113.9 868 106 236 647 Female Occasional 1
265 44 No 22.544 1292.6 49.4 10.4 1.2 186.5 578 319 175 880 Female Occasional 2
266 24 No 31.9972 3021.9 171 11.4 0.1 466.3 953 1176 67 376 Female No 1
267 32 No 22.5121 1918.4 63.1 16.1 5 202.2 1048 991 129 864 Female Regular 1
268 66 No 22.6438 2086.6 72.3 16 0 112.8 1439 476 317 589 Female No 1
269 43 No 26.3475 3449.7 172.8 20.5 1.4 381.3 3324 1558 168 510 Female

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