Bài tiểu luận cuối kì
Nguyễn Thị Mỹ Linh
2023-08-01
#LỜI MỞ ĐẦU
Lí do chọn đề tài
Khoảng 85% các trường hợp đột quỵ là do tắc nghẽn động mạch não gây ra bởi cục máu đông, làm máu ngừng lưu thông dẫn đến cơn đột quỵ do thiếu máu cục bộ. Nguyên nhân chính là sự tích tụ của các chất lắng đọng cholesterol trên thành mạch làm thu hẹp đường kính của động mạch và thúc đẩy sự tắc nghẽn. Sự thu hẹp này, được gọi là xơ vữa động mạch, đôi khi khu trú trong não nhưng cũng có thể xảy ra trường hợp một mảnh cholesterol lắng đọng, hiện diện bên ngoài, tách ra và di chuyển qua dòng máu vào động mạch não. Trong 15% trường hợp còn lại là xuất huyết, nghĩa là do vỡ động mạch não, suy yếu bởi sự tăng huyết áp (nguyên nhân chính), dị tật, các khối u và các rối loạn chảy máu khác nhau. Đột quỵ xuất huyết là do chảy máu trong não hoặc dưới màng não (màng não) xảy ra sau khi mạch máu bị vỡ. Xuất huyết não có thể do huyết áp cao không kiểm soát được hoặc trong một số trường hợp có liên quan đến những bất thường trong cấu trúc mạch máu gọi là chứng phình động mạch. Đây là những biến dạng của động mạch tạo thành một túi nhỏ có thành mỏng manh cuối cùng sẽ gây ra “vỡ phình động mạch”.Trong một cơn đột quỵ do thiếu máu cục bộ, các tế bào, đặc biệt là các tế bào thần kinh của vùng não bị ảnh hưởng ở trong tình trạng thiếu oxy, nghĩa là chúng không còn nhận đủ oxy và đường cần thiết cho sự sống (thường được cung cấp bởi dòng máu). Khi tình trạng này kéo dài, các tế bào sẽ chết làm mất các chức năng của não liên quan đến các vùng bị ảnh hưởng.
##MỤC TIÊU NGHIÊN CỨU
Làm rõ cơ sở lý luận, thực tiễn của hoạt động nghiên cứu rủi ro tới nguy cơ bị đột quỵ Đo lường mức độ ảnh hưởng của đột quỵ tới con người
##ĐỐI TƯỢNG NGHIÊN CỨU
Các nguyên nhân gây ra đột quỵ
#CHƯƠNG 1 : GIỚI THIỆU VỀ DỮ LIỆU
Theo Tổ chức Y tế Thế giới (WHO) đột quỵ là nguyên nhân gây tử vong đứng thứ 2 trên toàn cầu, chiếm khoảng 11% tổng số ca tử vong.Bộ dữ liệu này được sử dụng để dự đoán liệu một bệnh nhân có khả năng bị đột quỵ hay không dựa trên các thông số đầu vào như giới tính, tuổi tác, các bệnh khác nhau và tình trạng hút thuốc. Mỗi hàng trong dữ liệu cung cấp thông tin liên quan về bệnh nhân. Bộ dữ liệu nghiên cứu bao gồm 2699 quan sát với 12 biến bao gồm 7 biến định lượng và 5 biến định tính.
id: định danh duy nhất
giới tính: “Nam”, “Nữ”
tuổi: tuổi của bệnh nhân
tăng huyết áp: 0 nếu bệnh nhân không tăng huyết áp, 1 nếu bệnh nhân tăng huyết áp
heart_disease: 0 nếu bệnh nhân không mắc bệnh tim, 1 nếu bệnh nhân mắc bệnh tim
ever_married: “No” hoặc “Yes”
work_type: “children”, “Govt_jov”, “Never_worked”, “Tư nhân” hoặc “Tự kinh doanh”
Residence_type: “Nông thôn” hoặc “Thành thị”
avg_glucose_level: mức đường huyết trung bình
bmi: chỉ số khối cơ thể
smoking_status: “đã từng hút thuốc”, “chưa bao giờ hút thuốc”,“smokes” hoặc “Unknown”*
đột quỵ: 1 nếu bệnh nhân bị đột quỵ hoặc 0 nếu không
setwd("C:/Users/LENOVO/Desktop")
D <- read.csv("ĐQ.csv")
D## id gender age hypertension heart_disease ever_married work_type
## 1 9046 Male 67.00 0 1 Yes Private
## 2 51676 Female 61.00 0 0 Yes Self-employed
## 3 31112 Male 80.00 0 1 Yes Private
## 4 60182 Female 49.00 0 0 Yes Private
## 5 1665 Female 79.00 1 0 Yes Self-employed
## 6 56669 Male 81.00 0 0 Yes Private
## 7 53882 Male 74.00 1 1 Yes Private
## 8 10434 Female 69.00 0 0 No Private
## 9 27419 Female 59.00 0 0 Yes Private
## 10 60491 Female 78.00 0 0 Yes Private
## 11 12109 Female 81.00 1 0 Yes Private
## 12 12095 Female 61.00 0 1 Yes Govt_job
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## 14 8213 Male 78.00 0 1 Yes Private
## 15 5317 Female 79.00 0 1 Yes Private
## 16 58202 Female 50.00 1 0 Yes Self-employed
## 17 56112 Male 64.00 0 1 Yes Private
## 18 34120 Male 75.00 1 0 Yes Private
## 19 27458 Female 60.00 0 0 No Private
## 20 25226 Male 57.00 0 1 No Govt_job
## 21 70630 Female 71.00 0 0 Yes Govt_job
## 22 13861 Female 52.00 1 0 Yes Self-employed
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## 25 4219 Male 71.00 0 0 Yes Private
## 26 70822 Male 80.00 0 0 Yes Self-employed
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## 29 54827 Male 69.00 0 1 Yes Self-employed
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## 33 39373 Female 82.00 1 0 Yes Self-employed
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## 59 58631 Male 73.00 1 0 Yes Self-employed
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## 63 65842 Female 67.00 1 0 Yes Self-employed
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## 80 42117 Male 43.00 0 0 Yes Self-employed
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## 82 26015 Female 66.00 0 0 Yes Self-employed
## 83 26727 Female 79.00 0 0 No Private
## 84 66638 Female 68.00 1 0 No Self-employed
## 85 70042 Male 58.00 0 0 Yes Private
## 86 32399 Male 54.00 0 0 Yes Private
## 87 3253 Male 61.00 0 1 Yes Private
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## 90 49130 Male 74.00 0 0 Yes Private
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## 93 66315 Female 57.00 0 0 No Self-employed
## 94 37726 Female 80.00 1 0 Yes Self-employed
## 95 54385 Male 45.00 0 0 Yes Private
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## 99 8154 Male 57.00 1 0 Yes Govt_job
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## 115 71639 Female 68.00 0 0 No Govt_job
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## 191 24905 Female 65.00 0 0 Yes Private
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## 193 36255 Male 59.00 0 0 Yes Self-employed
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## 200 491 Female 74.00 0 0 Yes Self-employed
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## 2520 11394 Male 73.00 0 1 Yes Private
## 2521 12298 Male 26.00 0 0 No Self-employed
## 2522 70845 Male 73.00 0 1 Yes Private
## 2523 44494 Female 38.00 0 0 Yes Private
## 2524 30953 Male 75.00 1 1 Yes Private
## 2525 47861 Male 81.00 0 0 Yes Private
## 2526 13465 Female 20.00 0 0 No Private
## 2527 62454 Female 12.00 0 0 No children
## 2528 52593 Male 78.00 0 1 Yes Private
## 2529 91 Female 42.00 0 0 No Private
## 2530 22056 Female 71.00 1 0 Yes Private
## 2531 45469 Male 16.00 0 0 No children
## 2532 41284 Male 4.00 0 0 No children
## 2533 20112 Male 79.00 0 1 Yes Private
## 2534 45627 Male 60.00 0 0 Yes Private
## 2535 4174 Female 45.00 1 0 Yes Private
## 2536 31660 Male 23.00 0 0 No Private
## 2537 36196 Male 21.00 0 0 No Private
## 2538 19769 Female 67.00 0 0 Yes Self-employed
## 2539 8341 Male 10.00 0 0 No children
## 2540 42172 Female 24.00 0 0 Yes Self-employed
## 2541 14372 Male 50.00 0 0 Yes Self-employed
## 2542 61252 Male 79.00 0 1 Yes Private
## 2543 15251 Male 14.00 0 0 No children
## 2544 67800 Female 13.00 0 0 No children
## 2545 10416 Male 71.00 0 1 Yes Private
## 2546 19504 Female 66.00 0 0 Yes Private
## 2547 7476 Male 32.00 0 0 No Govt_job
## 2548 55526 Male 46.00 0 0 Yes Govt_job
## 2549 452 Male 48.00 1 0 Yes Private
## 2550 55790 Female 45.00 0 0 Yes Private
## 2551 38541 Male 55.00 0 0 Yes Private
## 2552 23748 Female 31.00 0 0 Yes Private
## 2553 18790 Male 25.00 0 0 No Private
## 2554 45751 Male 73.00 1 0 Yes Self-employed
## 2555 72369 Female 14.00 0 0 No children
## 2556 7171 Female 56.00 0 0 Yes Govt_job
## 2557 52826 Male 60.00 0 0 Yes Private
## 2558 42556 Male 27.00 0 0 Yes Private
## 2559 507 Female 28.00 0 0 Yes Private
## 2560 56746 Male 46.00 1 0 Yes Private
## 2561 54072 Female 11.00 0 0 No children
## 2562 49760 Female 63.00 0 0 Yes Private
## 2563 61821 Female 59.00 0 0 Yes Private
## 2564 65481 Male 57.00 0 0 Yes Private
## 2565 6174 Female 35.00 0 0 No Private
## 2566 68224 Male 54.00 0 0 Yes Private
## 2567 61559 Male 7.00 0 0 No children
## 2568 65564 Female 48.00 0 0 Yes Private
## 2569 18890 Male 69.00 1 0 Yes Private
## 2570 58936 Male 59.00 0 0 Yes Private
## 2571 67667 Female 72.00 1 0 Yes Self-employed
## 2572 68138 Male 49.00 0 0 Yes Private
## 2573 50363 Female 73.00 1 0 Yes Private
## 2574 4740 Female 24.00 0 0 No Private
## 2575 39683 Male 26.00 0 0 No Private
## 2576 49903 Male 27.00 0 0 No Private
## 2577 63457 Female 78.00 0 1 No Self-employed
## 2578 18595 Female 77.00 0 0 Yes Private
## 2579 64912 Female 59.00 0 0 Yes Self-employed
## 2580 68382 Male 0.32 0 0 No children
## 2581 69510 Male 39.00 0 0 Yes Private
## 2582 29872 Female 35.00 0 0 Yes Private
## 2583 1924 Male 54.00 0 0 Yes Private
## 2584 67243 Female 75.00 0 1 Yes Private
## 2585 3494 Female 80.00 0 0 Yes Private
## 2586 37307 Female 35.00 0 0 Yes Private
## 2587 41175 Female 22.00 0 0 No Govt_job
## 2588 48303 Male 39.00 0 0 Yes Private
## 2589 31473 Male 6.00 0 0 No children
## 2590 31402 Female 62.00 0 0 Yes Self-employed
## 2591 18996 Female 13.00 0 0 No children
## 2592 2573 Male 56.00 0 0 Yes Govt_job
## 2593 60683 Male 53.00 0 1 Yes Govt_job
## 2594 70537 Male 5.00 0 0 No children
## 2595 63193 Female 44.00 0 0 Yes Private
## 2596 12228 Male 13.00 0 0 No children
## 2597 58107 Female 59.00 0 0 Yes Private
## 2598 28647 Female 35.00 0 0 Yes Private
## 2599 57086 Female 52.00 0 0 Yes Private
## 2600 5505 Female 76.00 0 0 Yes Private
## 2601 44112 Female 51.00 0 0 Yes Self-employed
## 2602 56645 Female 79.00 0 0 Yes Govt_job
## 2603 16652 Female 69.00 0 0 Yes Self-employed
## 2604 32445 Female 78.00 0 0 Yes Self-employed
## 2605 18752 Male 60.00 0 0 Yes Private
## 2606 35152 Male 10.00 0 0 No children
## 2607 70081 Male 42.00 1 0 Yes Self-employed
## 2608 72340 Male 21.00 0 0 No Private
## 2609 67112 Female 56.00 0 0 Yes Private
## 2610 42323 Male 59.00 0 0 Yes Govt_job
## 2611 35022 Female 69.00 0 0 Yes Private
## 2612 21625 Female 25.00 0 0 Yes Private
## 2613 49972 Male 63.00 0 0 Yes Self-employed
## 2614 44142 Male 25.00 0 0 No Private
## 2615 364 Female 58.00 0 0 Yes Private
## 2616 59669 Female 28.00 0 0 Yes Private
## 2617 69900 Female 46.00 0 0 Yes Govt_job
## 2618 12753 Male 53.00 0 0 Yes Private
## 2619 10273 Female 37.00 0 0 Yes Private
## 2620 30824 Male 12.00 0 0 No children
## 2621 587 Female 14.00 0 0 No children
## 2622 55856 Female 60.00 0 0 Yes Private
## 2623 47196 Male 42.00 0 0 Yes Private
## 2624 67724 Female 65.00 0 0 Yes Private
## 2625 23488 Male 80.00 1 0 Yes Self-employed
## 2626 2849 Male 32.00 0 0 Yes Private
## 2627 12134 Female 53.00 0 0 Yes Govt_job
## 2628 24058 Female 50.00 0 0 Yes Govt_job
## 2629 15117 Female 23.00 0 0 No Private
## 2630 72915 Female 45.00 0 0 Yes Private
## 2631 61836 Female 0.80 0 0 No children
## 2632 13116 Male 49.00 0 0 Yes Private
## 2633 48146 Male 70.00 0 1 Yes Private
## 2634 72819 Female 82.00 0 0 Yes Self-employed
## 2635 20070 Male 23.00 0 0 No Private
## 2636 8778 Female 79.00 0 0 Yes Self-employed
## 2637 13764 Female 74.00 0 0 Yes Private
## 2638 2005 Male 78.00 0 1 Yes Self-employed
## 2639 8616 Female 50.00 0 0 Yes Private
## 2640 51524 Female 34.00 0 0 Yes Private
## 2641 50541 Male 47.00 0 0 Yes Govt_job
## 2642 21971 Female 52.00 0 0 Yes Govt_job
## 2643 32183 Female 67.00 0 0 Yes Private
## 2644 30145 Female 62.00 0 0 Yes Private
## 2645 30482 Female 18.00 0 0 No Private
## 2646 30790 Female 75.00 1 0 Yes Govt_job
## 2647 63337 Female 42.00 0 0 Yes Private
## 2648 66264 Male 29.00 0 0 Yes Govt_job
## 2649 641 Male 52.00 0 0 Yes Govt_job
## 2650 42412 Female 18.00 0 0 No Private
## 2651 65693 Male 67.00 0 0 Yes Govt_job
## 2652 3746 Female 66.00 0 0 Yes Private
## 2653 71304 Male 5.00 0 0 No children
## 2654 34935 Female 18.00 0 0 No Govt_job
## 2655 29173 Male 52.00 0 0 Yes Govt_job
## 2656 26474 Female 44.00 0 0 Yes Govt_job
## 2657 56857 Male 46.00 1 0 Yes Govt_job
## 2658 13529 Female 36.00 0 0 Yes Govt_job
## 2659 61979 Female 61.00 0 0 Yes Govt_job
## 2660 70886 Female 7.00 0 0 No children
## 2661 27693 Female 15.00 0 0 No children
## 2662 59762 Male 61.00 0 0 Yes Private
## 2663 57308 Male 20.00 0 0 No Private
## 2664 3701 Female 2.00 0 0 No children
## 2665 61339 Male 47.00 0 0 Yes Self-employed
## 2666 24965 Female 25.00 0 0 No Govt_job
## 2667 33952 Male 66.00 1 0 Yes Private
## 2668 39042 Male 2.00 0 0 No children
## 2669 43039 Female 63.00 0 0 Yes Private
## 2670 59915 Female 53.00 0 0 No Private
## 2671 4727 Female 33.00 0 0 Yes Govt_job
## 2672 16481 Female 23.00 0 0 No Govt_job
## 2673 15018 Female 23.00 0 0 No Govt_job
## 2674 49702 Female 81.00 0 0 Yes Self-employed
## 2675 48017 Male 55.00 0 0 Yes Private
## 2676 15313 Female 69.00 1 0 Yes Govt_job
## 2677 22231 Male 58.00 0 0 Yes Private
## 2678 45461 Female 70.00 0 0 Yes Private
## 2679 30678 Female 48.00 0 0 Yes Private
## 2680 57904 Male 15.00 0 0 No Private
## 2681 67483 Male 31.00 1 0 Yes Private
## 2682 5646 Female 2.00 0 0 No children
## 2683 67911 Male 80.00 0 0 No Self-employed
## 2684 16856 Female 69.00 0 0 Yes Private
## 2685 37972 Female 52.00 0 0 Yes Private
## 2686 62414 Male 80.00 1 0 Yes Self-employed
## 2687 50485 Male 54.00 0 0 Yes Private
## 2688 47405 Female 2.00 0 0 No children
## 2689 70928 Male 39.00 0 0 Yes Govt_job
## 2690 4679 Female 38.00 0 0 Yes Private
## 2691 15070 Male 76.00 0 1 Yes Private
## 2692 25625 Female 45.00 0 0 No Private
## 2693 35123 Female 1.24 0 0 No children
## 2694 20165 Female 77.00 0 0 Yes Private
## 2695 41730 Female 46.00 0 0 No Govt_job
## 2696 38761 Female 50.00 0 0 Yes Private
## 2697 4797 Female 52.00 0 0 Yes Private
## 2698 19199 Female 73.00 1 0 Yes Private
## 2699 30402 Male 41.00 0 0 Yes Private
## Residence_type avg_glucose_level bmi smoking_status stroke
## 1 Urban 228.69 36.6 formerly smoked 1
## 2 Rural 202.21 N/A never smoked 1
## 3 Rural 105.92 32.5 never smoked 1
## 4 Urban 171.23 34.4 smokes 1
## 5 Rural 174.12 24 never smoked 1
## 6 Urban 186.21 29 formerly smoked 1
## 7 Rural 70.09 27.4 never smoked 1
## 8 Urban 94.39 22.8 never smoked 1
## 9 Rural 76.15 N/A Unknown 1
## 10 Urban 58.57 24.2 Unknown 1
## 11 Rural 80.43 29.7 never smoked 1
## 12 Rural 120.46 36.8 smokes 1
## 13 Urban 104.51 27.3 smokes 1
## 14 Urban 219.84 N/A Unknown 1
## 15 Urban 214.09 28.2 never smoked 1
## 16 Rural 167.41 30.9 never smoked 1
## 17 Urban 191.61 37.5 smokes 1
## 18 Urban 221.29 25.8 smokes 1
## 19 Urban 89.22 37.8 never smoked 1
## 20 Urban 217.08 N/A Unknown 1
## 21 Rural 193.94 22.4 smokes 1
## 22 Urban 233.29 48.9 never smoked 1
## 23 Urban 228.70 26.6 never smoked 1
## 24 Rural 208.30 32.5 Unknown 1
## 25 Urban 102.87 27.2 formerly smoked 1
## 26 Rural 104.12 23.5 never smoked 1
## 27 Rural 100.98 28.2 formerly smoked 1
## 28 Rural 189.84 N/A Unknown 1
## 29 Urban 195.23 28.3 smokes 1
## 30 Rural 211.78 N/A formerly smoked 1
## 31 Urban 212.08 44.2 smokes 1
## 32 Rural 83.41 25.4 Unknown 1
## 33 Urban 196.92 22.2 never smoked 1
## 34 Urban 252.72 30.5 formerly smoked 1
## 35 Urban 84.20 29.7 never smoked 1
## 36 Rural 84.03 26.5 formerly smoked 1
## 37 Rural 219.72 33.7 formerly smoked 1
## 38 Rural 74.63 23.1 formerly smoked 1
## 39 Rural 92.62 32 Unknown 1
## 40 Urban 60.91 29.9 never smoked 1
## 41 Rural 78.03 23.9 formerly smoked 1
## 42 Urban 71.22 28.5 never smoked 1
## 43 Urban 144.90 26.4 smokes 1
## 44 Urban 90.90 N/A formerly smoked 1
## 45 Urban 213.03 20.2 smokes 1
## 46 Rural 243.58 33.6 never smoked 1
## 47 Urban 109.78 N/A Unknown 1
## 48 Urban 107.26 38.6 formerly smoked 1
## 49 Urban 99.33 33.7 never smoked 1
## 50 Rural 58.09 39.2 smokes 1
## 51 Urban 89.96 N/A Unknown 1
## 52 Urban 75.32 N/A formerly smoked 1
## 53 Rural 127.29 27.7 never smoked 1
## 54 Urban 124.13 31.4 never smoked 1
## 55 Urban 197.54 N/A never smoked 1
## 56 Rural 196.71 36.5 formerly smoked 1
## 57 Rural 59.32 33.2 never smoked 1
## 58 Urban 237.75 N/A formerly smoked 1
## 59 Urban 194.99 32.8 never smoked 1
## 60 Urban 180.93 27.7 never smoked 1
## 61 Urban 185.17 40.4 formerly smoked 1
## 62 Rural 74.90 22.2 never smoked 1
## 63 Rural 61.94 25.3 smokes 1
## 64 Rural 93.72 30.2 formerly smoked 1
## 65 Urban 104.72 N/A Unknown 1
## 66 Urban 113.01 24 never smoked 1
## 67 Urban 221.58 47.5 never smoked 1
## 68 Urban 104.47 20.3 Unknown 1
## 69 Urban 86.23 30 formerly smoked 1
## 70 Rural 72.67 28.9 never smoked 1
## 71 Rural 62.57 N/A formerly smoked 1
## 72 Rural 179.12 28.1 formerly smoked 1
## 73 Rural 116.55 31.1 formerly smoked 1
## 74 Rural 228.56 27.4 never smoked 1
## 75 Rural 96.59 26.4 never smoked 1
## 76 Rural 66.72 21.7 formerly smoked 1
## 77 Urban 240.09 27 never smoked 1
## 78 Urban 110.85 24.1 formerly smoked 1
## 79 Urban 165.31 N/A never smoked 1
## 80 Urban 143.43 45.9 Unknown 1
## 81 Rural 96.16 44.1 Unknown 1
## 82 Urban 101.45 N/A Unknown 1
## 83 Rural 88.92 22.9 never smoked 1
## 84 Urban 79.79 29.7 never smoked 1
## 85 Urban 71.20 N/A Unknown 1
## 86 Rural 96.97 29.1 smokes 1
## 87 Rural 111.81 27.3 smokes 1
## 88 Rural 59.35 32.3 formerly smoked 1
## 89 Urban 86.94 41.1 formerly smoked 1
## 90 Urban 98.55 25.6 Unknown 1
## 91 Urban 226.98 29.8 never smoked 1
## 92 Urban 72.81 26.3 never smoked 1
## 93 Urban 68.02 37.5 never smoked 1
## 94 Urban 68.56 26.2 Unknown 1
## 95 Rural 64.14 29.4 never smoked 1
## 96 Rural 235.63 32.3 never smoked 1
## 97 Rural 76.34 24.4 formerly smoked 1
## 98 Rural 240.59 31.4 smokes 1
## 99 Urban 78.92 27.7 formerly smoked 1
## 100 Urban 82.81 28 never smoked 1
## 101 Urban 74.10 28.8 Unknown 1
## 102 Rural 190.32 31.4 never smoked 1
## 103 Rural 231.61 34.6 formerly smoked 1
## 104 Rural 78.70 19.4 Unknown 1
## 105 Urban 110.52 28.5 Unknown 1
## 106 Urban 82.30 N/A smokes 1
## 107 Rural 73.18 30.3 formerly smoked 1
## 108 Rural 191.82 40.4 smokes 1
## 109 Rural 93.05 24.2 never smoked 1
## 110 Urban 64.17 41.5 never smoked 1
## 111 Rural 129.98 22.6 formerly smoked 1
## 112 Urban 68.53 24.2 smokes 1
## 113 Urban 106.41 N/A formerly smoked 1
## 114 Rural 224.10 56.6 never smoked 1
## 115 Urban 82.10 27.1 Unknown 1
## 116 Rural 216.94 30.9 never smoked 1
## 117 Rural 76.11 27.3 smokes 1
## 118 Urban 72.96 31.3 smokes 1
## 119 Urban 82.28 24 formerly smoked 1
## 120 Urban 105.22 31 never smoked 1
## 121 Rural 59.86 28 formerly smoked 1
## 122 Urban 62.55 30.3 Unknown 1
## 123 Rural 259.63 31.7 smokes 1
## 124 Rural 249.31 35.8 never smoked 1
## 125 Urban 219.91 N/A Unknown 1
## 126 Urban 131.41 28.4 never smoked 1
## 127 Urban 93.13 N/A formerly smoked 1
## 128 Urban 73.54 24 Unknown 1
## 129 Urban 200.59 29 formerly smoked 1
## 130 Urban 62.48 N/A Unknown 1
## 131 Rural 190.14 36.5 never smoked 1
## 132 Urban 130.54 20.1 never smoked 1
## 133 Rural 182.99 36.5 never smoked 1
## 134 Rural 101.45 N/A formerly smoked 1
## 135 Rural 206.09 26.7 never smoked 1
## 136 Urban 263.32 38.7 never smoked 1
## 137 Urban 140.10 29.9 formerly smoked 1
## 138 Urban 207.28 34.9 Unknown 1
## 139 Rural 194.37 27 formerly smoked 1
## 140 Rural 199.20 26.6 Unknown 1
## 141 Rural 103.68 25 never smoked 1
## 142 Rural 116.44 23.8 smokes 1
## 143 Urban 70.28 21.8 never smoked 1
## 144 Urban 72.17 36.8 never smoked 1
## 145 Urban 221.79 30 never smoked 1
## 146 Urban 151.16 27.5 formerly smoked 1
## 147 Urban 68.43 N/A formerly smoked 1
## 148 Urban 67.29 24.6 never smoked 1
## 149 Rural 67.41 32.9 never smoked 1
## 150 Rural 239.07 26.1 never smoked 1
## 151 Rural 169.67 N/A Unknown 1
## 152 Urban 223.83 31.9 formerly smoked 1
## 153 Urban 76.57 34.1 never smoked 1
## 154 Urban 77.82 27.5 smokes 1
## 155 Rural 92.98 25.6 never smoked 1
## 156 Rural 231.56 36.9 never smoked 1
## 157 Rural 102.16 31.4 smokes 1
## 158 Urban 221.89 37.3 smokes 1
## 159 Urban 195.71 34.1 formerly smoked 1
## 160 Rural 74.02 25 never smoked 1
## 161 Urban 57.92 N/A formerly smoked 1
## 162 Urban 81.76 N/A smokes 1
## 163 Urban 70.37 N/A Unknown 1
## 164 Urban 203.87 45.7 never smoked 1
## 165 Urban 89.13 34.2 formerly smoked 1
## 166 Urban 133.19 23.6 formerly smoked 1
## 167 Rural 162.23 27.3 Unknown 1
## 168 Rural 75.02 N/A never smoked 1
## 169 Urban 98.02 22.3 formerly smoked 1
## 170 Rural 91.54 31.4 never smoked 1
## 171 Rural 111.98 N/A formerly smoked 1
## 172 Rural 60.94 N/A never smoked 1
## 173 Urban 97.43 26.4 smokes 1
## 174 Rural 91.02 32.9 formerly smoked 1
## 175 Rural 60.67 N/A formerly smoked 1
## 176 Rural 185.49 37.1 never smoked 1
## 177 Urban 64.44 45 never smoked 1
## 178 Rural 56.11 25.5 formerly smoked 1
## 179 Urban 110.66 N/A Unknown 1
## 180 Urban 213.22 26.1 Unknown 1
## 181 Urban 78.18 30.8 never smoked 1
## 182 Urban 111.04 32 formerly smoked 1
## 183 Rural 76.13 29.9 smokes 1
## 184 Urban 81.32 N/A Unknown 1
## 185 Urban 112.24 37.4 smokes 1
## 186 Rural 137.30 31.7 formerly smoked 1
## 187 Urban 116.69 34.5 formerly smoked 1
## 188 Urban 215.94 27.9 formerly smoked 1
## 189 Rural 86.62 29.5 formerly smoked 1
## 190 Urban 209.86 N/A Unknown 1
## 191 Urban 205.77 46 formerly smoked 1
## 192 Urban 112.16 42.5 formerly smoked 1
## 193 Rural 118.03 35.5 smokes 1
## 194 Rural 271.74 31.1 smokes 1
## 195 Rural 97.92 26.9 smokes 1
## 196 Urban 200.62 35.8 formerly smoked 1
## 197 Rural 242.52 45.5 formerly smoked 1
## 198 Rural 93.81 28.5 Unknown 1
## 199 Rural 114.77 N/A formerly smoked 1
## 200 Urban 74.96 26.6 never smoked 1
## 201 Urban 167.13 N/A Unknown 1
## 202 Urban 175.29 31.5 formerly smoked 1
## 203 Rural 90.00 32 never smoked 1
## 204 Rural 109.47 30.8 never smoked 1
## 205 Rural 87.85 31.1 smokes 1
## 206 Urban 106.74 33 formerly smoked 1
## 207 Rural 80.13 23.4 never smoked 1
## 208 Urban 90.19 26.9 never smoked 1
## 209 Rural 134.80 33.6 Unknown 1
## 210 Rural 106.58 23.9 Unknown 1
## 211 Urban 83.24 26.3 never smoked 1
## 212 Rural 103.43 27.3 formerly smoked 1
## 213 Urban 208.65 30.7 never smoked 1
## 214 Urban 74.11 20.5 never smoked 1
## 215 Urban 95.84 21.5 never smoked 1
## 216 Urban 205.33 31 smokes 1
## 217 Urban 116.10 27.1 never smoked 1
## 218 Urban 210.40 40 smokes 1
## 219 Urban 199.86 N/A smokes 1
## 220 Rural 219.73 28.6 never smoked 1
## 221 Urban 250.89 28.1 smokes 1
## 222 Rural 72.73 28.4 never smoked 1
## 223 Rural 205.35 42.2 formerly smoked 1
## 224 Urban 70.30 25.8 smokes 1
## 225 Rural 104.86 31.9 smokes 1
## 226 Urban 216.58 31 Unknown 1
## 227 Rural 184.40 27.5 never smoked 1
## 228 Rural 60.98 N/A never smoked 1
## 229 Urban 97.76 29.6 smokes 1
## 230 Urban 66.03 35.4 never smoked 1
## 231 Rural 81.95 16.9 never smoked 1
## 232 Urban 97.73 21.5 smokes 1
## 233 Urban 70.94 34.4 never smoked 1
## 234 Urban 199.84 28 formerly smoked 1
## 235 Urban 218.46 26.8 Unknown 1
## 236 Rural 211.06 39.3 Unknown 1
## 237 Urban 86.30 31.7 Unknown 1
## 238 Rural 162.14 32.6 formerly smoked 1
## 239 Urban 88.20 28.4 never smoked 1
## 240 Urban 91.92 35.9 smokes 1
## 241 Rural 76.46 21.2 formerly smoked 1
## 242 Rural 197.28 34.5 formerly smoked 1
## 243 Rural 233.94 42.4 never smoked 1
## 244 Urban 247.51 40.5 formerly smoked 1
## 245 Rural 84.96 36.7 Unknown 1
## 246 Rural 57.93 30.9 Unknown 1
## 247 Rural 78.80 29.3 formerly smoked 1
## 248 Rural 87.80 N/A Unknown 1
## 249 Rural 78.81 19.6 Unknown 1
## 250 Rural 95.12 18 Unknown 0
## 251 Urban 87.96 39.2 never smoked 0
## 252 Urban 110.89 17.6 Unknown 0
## 253 Rural 69.04 35.9 formerly smoked 0
## 254 Rural 161.28 19.1 Unknown 0
## 255 Urban 210.95 50.1 Unknown 0
## 256 Urban 77.59 17.7 formerly smoked 0
## 257 Rural 243.53 27 never smoked 0
## 258 Rural 77.67 32.3 smokes 0
## 259 Urban 205.84 54.6 never smoked 0
## 260 Urban 77.08 35 Unknown 0
## 261 Urban 57.08 22 formerly smoked 0
## 262 Rural 162.96 39.4 never smoked 0
## 263 Rural 73.50 26.1 formerly smoked 0
## 264 Rural 95.04 42.4 never smoked 0
## 265 Rural 85.37 33 never smoked 0
## 266 Urban 84.62 19.7 smokes 0
## 267 Rural 82.67 22.5 never smoked 0
## 268 Urban 57.33 24.6 smokes 0
## 269 Urban 67.84 25.2 smokes 0
## 270 Rural 75.70 41.8 Unknown 0
## 271 Rural 129.54 60.9 smokes 0
## 272 Rural 60.22 31.5 smokes 0
## 273 Urban 198.21 27.3 formerly smoked 0
## 274 Urban 109.82 23.7 never smoked 0
## 275 Urban 60.84 24.5 never smoked 0
## 276 Rural 94.61 28.4 smokes 0
## 277 Rural 97.49 26.9 never smoked 0
## 278 Rural 206.72 26.7 never smoked 0
## 279 Rural 214.45 31.2 never smoked 0
## 280 Urban 82.90 25 Unknown 0
## 281 Urban 103.26 25.4 Unknown 0
## 282 Urban 55.78 27.5 smokes 0
## 283 Urban 73.74 16 Unknown 0
## 284 Urban 149.75 27 Unknown 0
## 285 Urban 82.34 31.6 Unknown 0
## 286 Rural 62.60 25.1 formerly smoked 0
## 287 Urban 94.09 30.9 never smoked 0
## 288 Urban 55.42 24.8 Unknown 0
## 289 Urban 82.18 23.4 Unknown 0
## 290 Urban 117.92 29.4 smokes 0
## 291 Urban 114.84 18.3 Unknown 0
## 292 Rural 79.17 20 Unknown 0
## 293 Rural 110.63 19.5 Unknown 0
## 294 Urban 190.70 36 formerly smoked 0
## 295 Rural 79.81 27.7 Unknown 0
## 296 Urban 113.63 27.5 smokes 0
## 297 Rural 141.24 28.5 never smoked 0
## 298 Rural 56.96 26.8 smokes 0
## 299 Rural 203.04 33.6 never smoked 0
## 300 Rural 94.30 29.1 Unknown 0
## 301 Urban 81.51 28.5 Unknown 0
## 302 Urban 137.74 34.9 formerly smoked 0
## 303 Rural 81.84 25.1 never smoked 0
## 304 Rural 242.30 35.3 smokes 0
## 305 Rural 102.64 26.4 smokes 0
## 306 Urban 146.01 31.5 smokes 0
## 307 Urban 75.42 40.1 Unknown 0
## 308 Urban 220.49 43.1 Unknown 0
## 309 Urban 61.45 36.7 smokes 0
## 310 Rural 88.19 29.3 formerly smoked 0
## 311 Rural 115.22 21.2 Unknown 0
## 312 Urban 97.93 31.2 Unknown 0
## 313 Rural 85.60 21.4 Unknown 0
## 314 Rural 79.83 27.9 smokes 0
## 315 Urban 218.46 34.3 never smoked 0
## 316 Rural 62.20 31 formerly smoked 0
## 317 Urban 69.15 27.7 formerly smoked 0
## 318 Rural 127.71 36 never smoked 0
## 319 Rural 216.70 38.7 formerly smoked 0
## 320 Urban 71.89 27.6 never smoked 0
## 321 Rural 103.56 25.1 Unknown 0
## 322 Rural 79.03 16.5 Unknown 0
## 323 Urban 69.94 22.8 Unknown 0
## 324 Rural 90.12 35.4 Unknown 0
## 325 Urban 95.10 24.3 formerly smoked 0
## 326 Rural 234.58 34.3 formerly smoked 0
## 327 Rural 235.85 40.1 never smoked 0
## 328 Rural 78.05 25.7 Unknown 0
## 329 Rural 89.44 21.9 smokes 0
## 330 Rural 111.38 38.4 smokes 0
## 331 Urban 243.50 26.1 never smoked 0
## 332 Urban 182.20 30.5 formerly smoked 0
## 333 Urban 229.92 25.9 smokes 0
## 334 Urban 82.24 54.7 formerly smoked 0
## 335 Rural 89.84 29.9 Unknown 0
## 336 Rural 90.69 18.6 Unknown 0
## 337 Urban 84.38 27.1 Unknown 0
## 338 Urban 215.60 24.9 never smoked 0
## 339 Rural 91.61 25.2 never smoked 0
## 340 Rural 138.16 19.4 never smoked 0
## 341 Urban 75.23 29 never smoked 0
## 342 Rural 75.18 48.2 formerly smoked 0
## 343 Urban 106.23 N/A formerly smoked 0
## 344 Urban 239.64 34.6 formerly smoked 0
## 345 Urban 58.95 24.6 never smoked 0
## 346 Urban 99.92 25.8 never smoked 0
## 347 Rural 116.23 26.1 never smoked 0
## 348 Urban 118.82 29 formerly smoked 0
## 349 Rural 66.30 27.2 never smoked 0
## 350 Urban 101.41 20.7 smokes 0
## 351 Urban 200.28 30 formerly smoked 0
## 352 Urban 136.80 37.3 never smoked 0
## 353 Rural 96.57 34.1 never smoked 0
## 354 Rural 66.42 23.6 never smoked 0
## 355 Urban 98.09 25.2 smokes 0
## 356 Rural 205.23 39.5 never smoked 0
## 357 Urban 86.78 23.5 smokes 0
## 358 Rural 126.82 23.3 never smoked 0
## 359 Urban 78.40 64.8 never smoked 0
## 360 Urban 63.69 28.1 smokes 0
## 361 Urban 209.58 N/A never smoked 0
## 362 Rural 89.86 24.4 never smoked 0
## 363 Rural 110.99 29.8 formerly smoked 0
## 364 Urban 83.82 24.9 Unknown 0
## 365 Urban 137.96 35.1 Unknown 0
## 366 Rural 210.78 32.3 formerly smoked 0
## 367 Rural 118.89 43.6 never smoked 0
## 368 Rural 72.55 21 never smoked 0
## 369 Rural 107.41 47.3 never smoked 0
## 370 Rural 93.25 16.6 Unknown 0
## 371 Rural 74.91 37.5 never smoked 0
## 372 Urban 80.05 24.2 never smoked 0
## 373 Urban 99.80 31.6 never smoked 0
## 374 Rural 91.97 21.6 formerly smoked 0
## 375 Rural 64.40 31 smokes 0
## 376 Rural 73.02 31.1 never smoked 0
## 377 Rural 88.11 15.5 Unknown 0
## 378 Urban 138.29 27.3 Unknown 0
## 379 Rural 72.36 20.5 Unknown 0
## 380 Rural 68.76 35.6 formerly smoked 0
## 381 Rural 106.22 16.7 Unknown 0
## 382 Urban 101.52 41.8 never smoked 0
## 383 Rural 109.51 41.9 never smoked 0
## 384 Rural 85.84 16.4 Unknown 0
## 385 Rural 110.15 17.1 Unknown 0
## 386 Urban 91.72 29.2 never smoked 0
## 387 Urban 251.60 27.1 never smoked 0
## 388 Urban 123.10 37.9 never smoked 0
## 389 Rural 97.40 44.6 formerly smoked 0
## 390 Rural 68.34 22.8 formerly smoked 0
## 391 Urban 80.81 33.2 never smoked 0
## 392 Rural 120.31 22.3 smokes 0
## 393 Rural 83.51 26.4 never smoked 0
## 394 Urban 74.09 39.6 never smoked 0
## 395 Urban 91.60 28.1 never smoked 0
## 396 Urban 87.52 39.2 never smoked 0
## 397 Rural 213.37 36 never smoked 0
## 398 Rural 75.39 37.8 never smoked 0
## 399 Rural 122.41 40.3 smokes 0
## 400 Rural 223.36 41.5 formerly smoked 0
## 401 Rural 84.59 17.7 Unknown 0
## 402 Urban 70.16 21.2 never smoked 0
## 403 Rural 107.52 41.6 Unknown 0
## 404 Urban 80.88 23.8 smokes 0
## 405 Rural 93.48 23.7 Unknown 0
## 406 Urban 70.21 24.8 never smoked 0
## 407 Rural 86.67 39 Unknown 0
## 408 Rural 101.37 37.9 never smoked 0
## 409 Rural 105.22 31.1 never smoked 0
## 410 Rural 70.31 23.2 Unknown 0
## 411 Rural 64.06 18.9 Unknown 0
## 412 Rural 178.29 36.1 never smoked 0
## 413 Rural 81.60 36.3 smokes 0
## 414 Urban 147.48 40.5 Unknown 0
## 415 Urban 86.86 25.4 never smoked 0
## 416 Rural 71.16 46.5 smokes 0
## 417 Urban 73.20 16.8 Unknown 0
## 418 Urban 203.81 46.6 never smoked 0
## 419 Rural 82.00 26.4 never smoked 0
## 420 Urban 97.55 26.2 never smoked 0
## 421 Urban 94.29 35.2 Unknown 0
## 422 Rural 75.22 20.9 Unknown 0
## 423 Urban 90.07 36.8 Unknown 0
## 424 Urban 73.73 34.4 formerly smoked 0
## 425 Urban 79.58 22.2 never smoked 0
## 426 Urban 77.88 13.8 Unknown 0
## 427 Rural 205.26 40.3 never smoked 0
## 428 Rural 58.63 28.4 smokes 0
## 429 Rural 139.90 31.7 smokes 0
## 430 Urban 211.03 34.2 formerly smoked 0
## 431 Urban 72.79 54.7 never smoked 0
## 432 Rural 91.65 24.6 formerly smoked 0
## 433 Rural 79.92 N/A smokes 0
## 434 Rural 225.47 36.9 never smoked 0
## 435 Urban 94.48 31.1 never smoked 0
## 436 Urban 82.34 31.9 never smoked 0
## 437 Urban 180.63 31.8 formerly smoked 0
## 438 Rural 92.48 18 Unknown 0
## 439 Rural 116.66 28.5 formerly smoked 0
## 440 Urban 112.09 29.5 never smoked 0
## 441 Urban 130.34 22 never smoked 0
## 442 Urban 82.59 29.4 never smoked 0
## 443 Rural 123.87 28.8 Unknown 0
## 444 Rural 98.70 26.2 Unknown 0
## 445 Rural 227.10 26.9 Unknown 0
## 446 Rural 55.39 23.2 Unknown 0
## 447 Urban 66.07 27.9 Unknown 0
## 448 Rural 104.21 36.8 never smoked 0
## 449 Urban 145.15 28.9 Unknown 0
## 450 Urban 68.19 31 never smoked 0
## 451 Rural 97.53 29.4 smokes 0
## 452 Urban 122.31 15.3 never smoked 0
## 453 Urban 83.51 37.1 never smoked 0
## 454 Urban 86.46 30.5 Unknown 0
## 455 Rural 112.06 38.2 never smoked 0
## 456 Urban 92.14 23.2 never smoked 0
## 457 Rural 201.76 30.2 formerly smoked 0
## 458 Urban 74.44 45.2 smokes 0
## 459 Rural 95.93 21.8 Unknown 0
## 460 Rural 87.51 24.4 Unknown 0
## 461 Rural 72.35 17 Unknown 0
## 462 Rural 113.47 19.5 Unknown 0
## 463 Rural 103.78 49.8 formerly smoked 0
## 464 Rural 115.43 27.8 never smoked 0
## 465 Rural 95.59 25.1 never smoked 0
## 466 Rural 101.52 26.8 smokes 0
## 467 Rural 170.05 60.2 smokes 0
## 468 Rural 217.30 27.5 never smoked 0
## 469 Urban 196.01 28.1 never smoked 0
## 470 Urban 92.21 27.3 Unknown 0
## 471 Rural 100.09 27.4 never smoked 0
## 472 Rural 93.88 22.2 never smoked 0
## 473 Rural 75.05 22.9 smokes 0
## 474 Rural 70.08 26.6 never smoked 0
## 475 Urban 74.20 23 smokes 0
## 476 Rural 69.01 32.6 never smoked 0
## 477 Rural 96.17 22.1 Unknown 0
## 478 Urban 184.15 N/A Unknown 0
## 479 Urban 87.24 22.5 formerly smoked 0
## 480 Rural 198.69 N/A smokes 0
## 481 Urban 82.58 25.5 Unknown 0
## 482 Rural 96.88 31.4 Unknown 0
## 483 Urban 73.32 26 Unknown 0
## 484 Rural 94.59 20 Unknown 0
## 485 Rural 132.08 31.6 smokes 0
## 486 Urban 98.99 31.2 never smoked 0
## 487 Rural 104.48 21.7 never smoked 0
## 488 Rural 98.01 24.2 Unknown 0
## 489 Rural 79.14 25 formerly smoked 0
## 490 Urban 89.32 36.7 Unknown 0
## 491 Rural 65.24 28.9 Unknown 0
## 492 Rural 80.98 29.7 formerly smoked 0
## 493 Urban 186.17 44.3 Unknown 0
## 494 Rural 69.24 51 never smoked 0
## 495 Rural 111.19 39.7 formerly smoked 0
## 496 Urban 93.28 34.7 never smoked 0
## 497 Rural 122.19 35 Unknown 0
## 498 Rural 129.53 21.3 never smoked 0
## 499 Rural 114.53 29.1 Unknown 0
## 500 Urban 93.73 23.9 smokes 0
## 501 Urban 77.49 36 formerly smoked 0
## 502 Urban 65.38 41.2 formerly smoked 0
## 503 Urban 94.18 27.1 never smoked 0
## 504 Urban 118.70 33.2 Unknown 0
## 505 Urban 96.29 25.4 smokes 0
## 506 Rural 74.64 30.7 smokes 0
## 507 Urban 96.99 34.8 formerly smoked 0
## 508 Rural 100.61 19.2 Unknown 0
## 509 Rural 97.08 31.7 Unknown 0
## 510 Rural 84.79 35.7 never smoked 0
## 511 Rural 78.75 37.8 formerly smoked 0
## 512 Rural 82.93 29.7 smokes 0
## 513 Urban 88.78 35.8 smokes 0
## 514 Urban 122.10 23.6 smokes 0
## 515 Rural 74.81 39.7 smokes 0
## 516 Urban 183.45 40.5 smokes 0
## 517 Urban 114.94 21.4 never smoked 0
## 518 Rural 104.38 40.8 formerly smoked 0
## 519 Urban 102.91 24.7 Unknown 0
## 520 Rural 108.79 21 Unknown 0
## 521 Urban 73.31 45 never smoked 0
## 522 Urban 68.52 26.2 never smoked 0
## 523 Rural 89.77 N/A smokes 0
## 524 Urban 102.64 28.3 never smoked 0
## 525 Urban 70.92 41.6 never smoked 0
## 526 Rural 86.11 19 Unknown 0
## 527 Urban 129.16 32.4 never smoked 0
## 528 Urban 113.85 34 never smoked 0
## 529 Rural 79.35 39.4 formerly smoked 0
## 530 Rural 80.79 28.7 Unknown 0
## 531 Urban 114.01 31.8 formerly smoked 0
## 532 Rural 93.74 31.2 never smoked 0
## 533 Rural 90.65 20.9 Unknown 0
## 534 Urban 98.41 32.1 never smoked 0
## 535 Urban 127.18 31 Unknown 0
## 536 Urban 138.06 23.1 Unknown 0
## 537 Urban 89.44 26.7 never smoked 0
## 538 Urban 105.61 27.9 Unknown 0
## 539 Rural 155.43 27.3 never smoked 0
## 540 Rural 80.83 51.5 Unknown 0
## 541 Urban 80.19 20.4 never smoked 0
## 542 Urban 60.34 29.6 formerly smoked 0
## 543 Urban 79.30 30.6 formerly smoked 0
## 544 Urban 98.44 33.6 Unknown 0
## 545 Rural 210.48 71.9 never smoked 0
## 546 Rural 70.34 24.2 Unknown 0
## 547 Urban 122.22 17.7 Unknown 0
## 548 Rural 75.29 22.6 smokes 0
## 549 Rural 100.35 28.1 never smoked 0
## 550 Urban 193.83 26.5 never smoked 0
## 551 Urban 126.96 28.7 Unknown 0
## 552 Urban 183.34 39.5 formerly smoked 0
## 553 Urban 247.69 35.1 Unknown 0
## 554 Rural 76.20 27.9 never smoked 0
## 555 Rural 71.43 19.3 Unknown 0
## 556 Rural 93.36 28.4 never smoked 0
## 557 Urban 61.29 26.7 never smoked 0
## 558 Urban 103.62 40.9 Unknown 0
## 559 Rural 100.52 17.2 Unknown 0
## 560 Rural 191.47 28.3 never smoked 0
## 561 Urban 67.06 16.1 Unknown 0
## 562 Urban 144.10 27.6 never smoked 0
## 563 Urban 58.26 16.5 Unknown 0
## 564 Urban 239.82 35.8 never smoked 0
## 565 Rural 73.71 16.2 Unknown 0
## 566 Rural 88.53 24.6 never smoked 0
## 567 Urban 114.79 32 Unknown 0
## 568 Rural 113.80 35.3 formerly smoked 0
## 569 Urban 71.91 19.2 Unknown 0
## 570 Urban 65.30 40.4 never smoked 0
## 571 Urban 189.57 30.7 never smoked 0
## 572 Urban 114.25 24.3 formerly smoked 0
## 573 Urban 81.26 26.4 formerly smoked 0
## 574 Urban 87.88 34.7 smokes 0
## 575 Urban 112.17 31.7 Unknown 0
## 576 Rural 99.97 35.6 never smoked 0
## 577 Urban 207.58 22.8 smokes 0
## 578 Urban 109.16 28 smokes 0
## 579 Urban 74.46 35.6 formerly smoked 0
## 580 Rural 118.51 40.6 never smoked 0
## 581 Urban 107.47 29.3 formerly smoked 0
## 582 Rural 182.86 21 Unknown 0
## 583 Rural 59.17 20 Unknown 0
## 584 Rural 215.64 26.7 formerly smoked 0
## 585 Rural 163.70 18.4 Unknown 0
## 586 Rural 196.36 34.5 formerly smoked 0
## 587 Rural 139.77 27.7 Unknown 0
## 588 Urban 141.23 21.1 never smoked 0
## 589 Urban 89.99 24.4 formerly smoked 0
## 590 Urban 108.53 19.4 smokes 0
## 591 Urban 63.61 42.3 Unknown 0
## 592 Urban 85.54 32.2 smokes 0
## 593 Urban 100.83 26.8 never smoked 0
## 594 Urban 59.82 25.4 never smoked 0
## 595 Urban 105.95 23.5 smokes 0
## 596 Rural 188.11 50.2 smokes 0
## 597 Urban 71.15 26.1 formerly smoked 0
## 598 Rural 60.53 17.5 Unknown 0
## 599 Rural 205.50 24.2 never smoked 0
## 600 Urban 204.86 30.8 never smoked 0
## 601 Rural 115.03 23.4 never smoked 0
## 602 Rural 79.87 30.9 never smoked 0
## 603 Rural 97.89 23.6 never smoked 0
## 604 Urban 125.26 18.7 never smoked 0
## 605 Rural 114.32 27.7 smokes 0
## 606 Urban 92.23 16.7 Unknown 0
## 607 Urban 83.51 31.2 never smoked 0
## 608 Urban 102.34 17 Unknown 0
## 609 Rural 144.48 29.8 smokes 0
## 610 Rural 88.39 19.7 Unknown 0
## 611 Rural 228.08 29.1 Unknown 0
## 612 Urban 93.79 27.2 never smoked 0
## 613 Rural 147.14 22.3 Unknown 0
## 614 Rural 106.43 27 smokes 0
## 615 Rural 88.04 42.1 never smoked 0
## 616 Urban 92.20 34.2 Unknown 0
## 617 Urban 219.53 40.9 never smoked 0
## 618 Rural 75.56 29.4 smokes 0
## 619 Urban 158.31 32.8 formerly smoked 0
## 620 Urban 111.43 21.9 smokes 0
## 621 Rural 219.97 39.6 never smoked 0
## 622 Rural 148.91 28.3 never smoked 0
## 623 Urban 69.40 47.8 never smoked 0
## 624 Rural 68.34 39.3 Unknown 0
## 625 Urban 58.37 28 smokes 0
## 626 Urban 71.20 27.1 never smoked 0
## 627 Rural 101.50 31.2 smokes 0
## 628 Urban 92.04 23.1 never smoked 0
## 629 Rural 73.00 20.8 never smoked 0
## 630 Urban 111.15 34.1 smokes 0
## 631 Rural 58.65 30.1 never smoked 0
## 632 Urban 100.54 35.8 never smoked 0
## 633 Rural 111.73 34.6 never smoked 0
## 634 Urban 97.78 29.8 Unknown 0
## 635 Rural 85.79 26.7 Unknown 0
## 636 Rural 98.54 30.2 never smoked 0
## 637 Urban 94.62 29.7 formerly smoked 0
## 638 Rural 112.43 54.6 never smoked 0
## 639 Urban 99.67 23.3 formerly smoked 0
## 640 Urban 67.39 35.6 Unknown 0
## 641 Urban 95.12 27 never smoked 0
## 642 Rural 85.06 21.6 never smoked 0
## 643 Rural 214.05 29.4 formerly smoked 0
## 644 Urban 79.09 22.8 never smoked 0
## 645 Urban 98.09 17.3 never smoked 0
## 646 Urban 76.36 29.8 Unknown 0
## 647 Urban 98.42 36.4 formerly smoked 0
## 648 Urban 82.01 34.7 formerly smoked 0
## 649 Rural 56.11 28.7 smokes 0
## 650 Rural 111.85 26.7 never smoked 0
## 651 Urban 92.39 22.1 never smoked 0
## 652 Urban 112.54 27.7 formerly smoked 0
## 653 Urban 63.71 40.5 formerly smoked 0
## 654 Urban 70.35 23 formerly smoked 0
## 655 Urban 94.65 25.3 formerly smoked 0
## 656 Rural 64.64 22.1 never smoked 0
## 657 Rural 57.27 28 Unknown 0
## 658 Urban 107.25 12 Unknown 0
## 659 Rural 77.12 28.4 never smoked 0
## 660 Urban 55.32 29.6 smokes 0
## 661 Rural 69.37 36.2 Unknown 0
## 662 Urban 57.57 22.8 never smoked 0
## 663 Urban 87.43 55.7 Unknown 0
## 664 Rural 98.73 24.3 never smoked 0
## 665 Rural 81.18 26.9 never smoked 0
## 666 Rural 56.23 25.3 never smoked 0
## 667 Rural 69.61 35.3 never smoked 0
## 668 Rural 59.49 18.3 Unknown 0
## 669 Rural 118.14 N/A formerly smoked 0
## 670 Rural 100.26 26 Unknown 0
## 671 Rural 56.75 21 never smoked 0
## 672 Urban 88.27 N/A never smoked 0
## 673 Urban 67.81 55.7 never smoked 0
## 674 Rural 77.46 27.6 never smoked 0
## 675 Urban 76.26 20.5 never smoked 0
## 676 Rural 86.39 30.2 never smoked 0
## 677 Urban 116.38 21.9 formerly smoked 0
## 678 Rural 75.74 28.8 smokes 0
## 679 Rural 92.14 36.2 Unknown 0
## 680 Rural 149.95 25.9 never smoked 0
## 681 Urban 92.11 N/A never smoked 0
## 682 Rural 74.98 21.4 never smoked 0
## 683 Urban 55.25 20.4 never smoked 0
## 684 Rural 79.89 31.6 Unknown 0
## 685 Urban 130.61 14.4 Unknown 0
## 686 Urban 94.26 23.7 Unknown 0
## 687 Urban 94.34 30.2 formerly smoked 0
## 688 Urban 109.03 19.5 formerly smoked 0
## 689 Rural 81.03 32.6 never smoked 0
## 690 Rural 99.82 34.2 never smoked 0
## 691 Urban 140.08 43 never smoked 0
## 692 Urban 59.54 42.2 Unknown 0
## 693 Urban 80.33 19.7 never smoked 0
## 694 Urban 131.51 41.7 never smoked 0
## 695 Rural 89.21 21.6 formerly smoked 0
## 696 Rural 91.45 24.2 never smoked 0
## 697 Rural 90.58 19.2 Unknown 0
## 698 Urban 91.45 25.8 Unknown 0
## 699 Rural 89.63 23.2 smokes 0
## 700 Urban 124.06 20.8 never smoked 0
## 701 Rural 99.47 28.4 never smoked 0
## 702 Urban 88.97 30.2 never smoked 0
## 703 Rural 80.93 23.1 never smoked 0
## 704 Urban 102.07 16.7 smokes 0
## 705 Rural 91.69 39.5 Unknown 0
## 706 Urban 63.71 33.8 smokes 0
## 707 Rural 200.49 34.6 smokes 0
## 708 Rural 75.30 25 formerly smoked 0
## 709 Urban 240.71 43.9 formerly smoked 0
## 710 Urban 60.50 27.1 formerly smoked 0
## 711 Rural 131.85 25.9 Unknown 0
## 712 Rural 134.39 22.7 formerly smoked 0
## 713 Urban 56.18 27.1 never smoked 0
## 714 Rural 113.64 25.6 formerly smoked 0
## 715 Rural 156.57 28.4 Unknown 0
## 716 Rural 80.40 57.5 never smoked 0
## 717 Urban 59.26 35.8 smokes 0
## 718 Rural 63.26 19.5 Unknown 0
## 719 Urban 86.24 31.2 never smoked 0
## 720 Urban 197.10 43.6 formerly smoked 0
## 721 Urban 90.90 31.2 formerly smoked 0
## 722 Rural 84.59 23.5 Unknown 0
## 723 Rural 121.80 18.7 Unknown 0
## 724 Rural 77.65 24.4 smokes 0
## 725 Urban 64.41 29.4 smokes 0
## 726 Urban 75.19 37 smokes 0
## 727 Rural 67.97 29.4 smokes 0
## 728 Urban 119.34 38.5 never smoked 0
## 729 Rural 94.92 23.5 never smoked 0
## 730 Rural 107.42 N/A never smoked 0
## 731 Rural 85.02 16.3 Unknown 0
## 732 Urban 103.51 35.9 never smoked 0
## 733 Urban 114.50 35.9 formerly smoked 0
## 734 Urban 70.78 20.3 Unknown 0
## 735 Rural 95.01 32.3 smokes 0
## 736 Urban 84.11 27.9 never smoked 0
## 737 Urban 74.02 22.3 never smoked 0
## 738 Urban 78.49 31.8 smokes 0
## 739 Urban 74.22 29.7 Unknown 0
## 740 Urban 55.34 27.1 smokes 0
## 741 Rural 75.04 24.5 never smoked 0
## 742 Rural 109.73 28.9 never smoked 0
## 743 Urban 95.81 N/A Unknown 0
## 744 Rural 96.78 24.6 smokes 0
## 745 Urban 194.62 31.6 never smoked 0
## 746 Rural 70.02 32.3 never smoked 0
## 747 Urban 222.21 41.1 smokes 0
## 748 Rural 62.41 30 never smoked 0
## 749 Urban 55.83 26.4 never smoked 0
## 750 Rural 65.12 30 never smoked 0
## 751 Rural 73.62 20.8 Unknown 0
## 752 Urban 85.83 44 formerly smoked 0
## 753 Urban 103.86 30.6 Unknown 0
## 754 Urban 60.98 17.2 Unknown 0
## 755 Rural 82.69 29.1 Unknown 0
## 756 Rural 250.20 27.4 Unknown 0
## 757 Rural 128.97 23.5 Unknown 0
## 758 Rural 84.31 31.8 never smoked 0
## 759 Rural 74.80 23.5 never smoked 0
## 760 Urban 97.06 28.5 formerly smoked 0
## 761 Urban 77.54 32.7 Unknown 0
## 762 Rural 92.78 54.2 never smoked 0
## 763 Rural 173.43 25.6 smokes 0
## 764 Urban 79.08 41.2 never smoked 0
## 765 Urban 106.18 27 smokes 0
## 766 Rural 114.21 21.3 never smoked 0
## 767 Rural 91.08 34.3 never smoked 0
## 768 Urban 105.77 29.5 Unknown 0
## 769 Rural 74.88 31.6 smokes 0
## 770 Rural 123.15 26.1 smokes 0
## 771 Rural 184.25 27.5 never smoked 0
## 772 Rural 117.69 26.5 never smoked 0
## 773 Rural 55.26 33.2 Unknown 0
## 774 Urban 106.51 40.2 never smoked 0
## 775 Rural 55.27 32.5 formerly smoked 0
## 776 Urban 98.42 23.4 Unknown 0
## 777 Rural 99.20 32.5 never smoked 0
## 778 Urban 98.92 23.9 formerly smoked 0
## 779 Rural 92.70 29.5 never smoked 0
## 780 Rural 106.70 24 never smoked 0
## 781 Urban 152.81 17.7 Unknown 0
## 782 Urban 82.59 26.2 formerly smoked 0
## 783 Urban 91.00 33.3 never smoked 0
## 784 Urban 93.88 17.4 Unknown 0
## 785 Urban 76.99 29 never smoked 0
## 786 Rural 254.60 21.7 Unknown 0
## 787 Rural 93.99 37.8 formerly smoked 0
## 788 Urban 109.68 41.8 never smoked 0
## 789 Rural 92.04 24.2 never smoked 0
## 790 Rural 111.41 31.1 never smoked 0
## 791 Rural 97.92 23.1 never smoked 0
## 792 Urban 65.61 25.1 Unknown 0
## 793 Urban 62.37 41.3 never smoked 0
## 794 Urban 101.28 22.7 never smoked 0
## 795 Rural 88.31 24 smokes 0
## 796 Rural 103.55 20.5 formerly smoked 0
## 797 Urban 60.26 20.4 never smoked 0
## 798 Urban 79.39 27.6 never smoked 0
## 799 Urban 122.01 27 smokes 0
## 800 Rural 78.09 26.4 Unknown 0
## 801 Urban 89.70 34.9 smokes 0
## 802 Rural 95.10 35 never smoked 0
## 803 Rural 112.64 28.5 formerly smoked 0
## 804 Rural 79.80 32.3 formerly smoked 0
## 805 Urban 82.20 23.9 Unknown 0
## 806 Urban 108.89 52.3 Unknown 0
## 807 Rural 114.32 26.4 never smoked 0
## 808 Rural 116.14 20.9 never smoked 0
## 809 Urban 122.74 23.3 Unknown 0
## 810 Urban 94.04 32.7 never smoked 0
## 811 Rural 86.60 26.5 never smoked 0
## 812 Rural 82.32 27.9 Unknown 0
## 813 Rural 83.83 30.3 never smoked 0
## 814 Urban 106.98 27.6 never smoked 0
## 815 Urban 93.88 14.6 Unknown 0
## 816 Urban 70.53 40.9 smokes 0
## 817 Rural 212.01 28.4 never smoked 0
## 818 Rural 65.88 23.7 Unknown 0
## 819 Rural 106.97 27.9 formerly smoked 0
## 820 Urban 126.35 25.2 never smoked 0
## 821 Urban 129.16 34.4 Unknown 0
## 822 Rural 88.66 36.7 formerly smoked 0
## 823 Rural 112.95 22.2 formerly smoked 0
## 824 Urban 81.59 27.2 never smoked 0
## 825 Rural 76.82 27.3 never smoked 0
## 826 Rural 73.75 27.3 smokes 0
## 827 Urban 91.56 42.2 never smoked 0
## 828 Rural 104.55 26.4 never smoked 0
## 829 Urban 84.84 39.4 Unknown 0
## 830 Rural 86.06 34.8 never smoked 0
## 831 Rural 109.10 20 Unknown 0
## 832 Rural 68.35 34.1 never smoked 0
## 833 Urban 121.04 31.4 Unknown 0
## 834 Rural 160.83 17.8 Unknown 0
## 835 Rural 85.62 46.1 smokes 0
## 836 Urban 74.23 28.1 formerly smoked 0
## 837 Urban 110.76 24.7 formerly smoked 0
## 838 Urban 79.44 22.7 never smoked 0
## 839 Rural 119.52 34.6 never smoked 0
## 840 Rural 90.42 21.4 never smoked 0
## 841 Urban 109.32 27.4 Unknown 0
## 842 Rural 78.16 36.6 never smoked 0
## 843 Rural 79.13 32.9 formerly smoked 0
## 844 Urban 84.06 24.7 never smoked 0
## 845 Rural 89.30 21.4 Unknown 0
## 846 Urban 69.21 33.1 never smoked 0
## 847 Rural 186.45 26.7 never smoked 0
## 848 Urban 58.47 24.4 never smoked 0
## 849 Rural 189.49 25.8 Unknown 0
## 850 Urban 99.60 34.3 formerly smoked 0
## 851 Rural 126.18 18.1 Unknown 0
## 852 Urban 186.32 43.8 smokes 0
## 853 Rural 62.49 26.9 never smoked 0
## 854 Rural 74.51 36.6 never smoked 0
## 855 Urban 94.63 24.9 never smoked 0
## 856 Rural 91.98 27.6 smokes 0
## 857 Rural 56.77 20.9 Unknown 0
## 858 Urban 75.87 30.3 never smoked 0
## 859 Rural 77.19 37.4 smokes 0
## 860 Urban 135.75 35.9 smokes 0
## 861 Rural 100.15 50.3 smokes 0
## 862 Urban 95.08 31.5 never smoked 0
## 863 Urban 125.38 24.4 smokes 0
## 864 Urban 111.71 38.9 formerly smoked 0
## 865 Rural 94.64 28.6 never smoked 0
## 866 Urban 226.70 N/A smokes 0
## 867 Urban 112.96 27.5 never smoked 0
## 868 Rural 183.10 N/A never smoked 0
## 869 Urban 105.36 43.7 Unknown 0
## 870 Urban 84.13 27 never smoked 0
## 871 Rural 102.47 29.3 formerly smoked 0
## 872 Rural 77.04 34.7 never smoked 0
## 873 Rural 83.23 N/A never smoked 0
## 874 Rural 87.01 39.9 never smoked 0
## 875 Rural 56.99 26.7 never smoked 0
## 876 Rural 73.01 24.8 formerly smoked 0
## 877 Urban 106.35 29.7 never smoked 0
## 878 Rural 80.63 15.9 Unknown 0
## 879 Urban 103.61 31.4 never smoked 0
## 880 Urban 91.35 N/A formerly smoked 0
## 881 Urban 194.04 27.8 never smoked 0
## 882 Rural 111.99 35.5 formerly smoked 0
## 883 Rural 57.51 31.7 smokes 0
## 884 Rural 68.49 33.2 never smoked 0
## 885 Urban 60.20 27.7 formerly smoked 0
## 886 Urban 160.00 31.9 formerly smoked 0
## 887 Urban 86.96 25.8 never smoked 0
## 888 Rural 237.15 27.7 never smoked 0
## 889 Rural 99.06 23.4 never smoked 0
## 890 Urban 56.31 24.3 formerly smoked 0
## 891 Urban 84.31 30.3 smokes 0
## 892 Rural 90.92 29.1 never smoked 0
## 893 Rural 104.33 20.1 never smoked 0
## 894 Urban 62.61 21.2 Unknown 0
## 895 Urban 231.19 31.6 formerly smoked 0
## 896 Rural 94.30 41.6 Unknown 0
## 897 Rural 104.48 36.4 smokes 0
## 898 Urban 72.62 30.5 never smoked 0
## 899 Urban 81.64 32.8 Unknown 0
## 900 Rural 90.78 32.3 never smoked 0
## 901 Urban 70.71 30.1 never smoked 0
## 902 Urban 72.36 34.7 smokes 0
## 903 Urban 59.76 29.7 Unknown 0
## 904 Urban 83.76 N/A smokes 0
## 905 Rural 63.64 31.3 formerly smoked 0
## 906 Rural 76.26 35.6 never smoked 0
## 907 Rural 82.06 35.2 formerly smoked 0
## 908 Urban 110.91 27.6 never smoked 0
## 909 Rural 77.16 35.2 smokes 0
## 910 Rural 69.58 28.1 Unknown 0
## 911 Urban 96.26 31.8 Unknown 0
## 912 Rural 87.27 23.3 smokes 0
## 913 Urban 65.36 28.8 formerly smoked 0
## 914 Rural 109.51 19.5 Unknown 0
## 915 Urban 89.03 30 smokes 0
## 916 Urban 91.34 25.5 formerly smoked 0
## 917 Rural 57.82 28.8 formerly smoked 0
## 918 Urban 81.15 40.2 formerly smoked 0
## 919 Rural 115.29 32.9 Unknown 0
## 920 Urban 111.02 22.4 Unknown 0
## 921 Urban 111.61 36.9 smokes 0
## 922 Rural 109.02 19.8 Unknown 0
## 923 Urban 106.51 12.3 Unknown 0
## 924 Rural 207.32 32.4 smokes 0
## 925 Urban 87.11 24.8 never smoked 0
## 926 Urban 61.68 16.4 Unknown 0
## 927 Rural 119.04 35.9 Unknown 0
## 928 Urban 86.05 23 Unknown 0
## 929 Urban 70.03 78 smokes 0
## 930 Urban 207.64 30.5 formerly smoked 0
## 931 Rural 236.84 26.8 never smoked 0
## 932 Urban 78.11 35.3 never smoked 0
## 933 Rural 100.97 27.9 never smoked 0
## 934 Urban 99.21 22.1 never smoked 0
## 935 Urban 113.21 38.3 never smoked 0
## 936 Urban 92.95 41 never smoked 0
## 937 Urban 110.16 N/A never smoked 0
## 938 Rural 142.57 22.8 Unknown 0
## 939 Rural 92.87 30.1 never smoked 0
## 940 Rural 111.48 20.8 Unknown 0
## 941 Urban 123.00 31.7 never smoked 0
## 942 Urban 100.54 30.1 never smoked 0
## 943 Urban 106.68 30.8 never smoked 0
## 944 Urban 86.40 42.6 never smoked 0
## 945 Urban 61.81 37.1 Unknown 0
## 946 Rural 128.28 34.2 never smoked 0
## 947 Rural 204.63 43.4 never smoked 0
## 948 Urban 89.98 18.7 smokes 0
## 949 Urban 232.89 34 smokes 0
## 950 Rural 98.58 23.2 never smoked 0
## 951 Urban 57.94 41.7 Unknown 0
## 952 Rural 123.21 15.1 Unknown 0
## 953 Urban 76.34 20.6 smokes 0
## 954 Rural 92.98 18.9 Unknown 0
## 955 Rural 92.81 26.6 never smoked 0
## 956 Urban 85.16 30.1 smokes 0
## 957 Urban 90.10 32.1 never smoked 0
## 958 Urban 65.15 15.1 Unknown 0
## 959 Urban 104.62 33.5 smokes 0
## 960 Urban 113.25 23.4 never smoked 0
## 961 Urban 59.28 43.2 never smoked 0
## 962 Urban 93.07 19.1 Unknown 0
## 963 Rural 77.42 26.1 Unknown 0
## 964 Rural 73.69 17.3 never smoked 0
## 965 Rural 74.90 32.1 never smoked 0
## 966 Urban 88.27 N/A formerly smoked 0
## 967 Urban 58.39 30.4 never smoked 0
## 968 Rural 102.05 29.9 never smoked 0
## 969 Rural 112.47 32.8 smokes 0
## 970 Rural 72.84 22.7 never smoked 0
## 971 Urban 195.03 28.7 formerly smoked 0
## 972 Urban 170.95 35.2 never smoked 0
## 973 Urban 87.98 22.4 never smoked 0
## 974 Rural 65.81 32.3 Unknown 0
## 975 Urban 124.60 18.6 Unknown 0
## 976 Rural 83.65 42.1 smokes 0
## 977 Rural 88.81 38 formerly smoked 0
## 978 Urban 86.75 22.3 Unknown 0
## 979 Rural 123.36 33.4 never smoked 0
## 980 Rural 89.68 23.2 smokes 0
## 981 Rural 69.87 18 Unknown 0
## 982 Rural 109.22 20.1 never smoked 0
## 983 Rural 157.57 19.2 Unknown 0
## 984 Urban 110.73 28.7 smokes 0
## 985 Urban 99.14 28.1 never smoked 0
## 986 Urban 59.15 22.6 never smoked 0
## 987 Rural 165.11 18 Unknown 0
## 988 Rural 77.44 21.4 formerly smoked 0
## 989 Rural 100.33 27.8 Unknown 0
## 990 Urban 57.93 27.6 Unknown 0
## 991 Rural 148.24 32.2 formerly smoked 0
## 992 Urban 91.96 24.9 Unknown 0
## 993 Rural 72.93 27.1 formerly smoked 0
## 994 Rural 84.27 24.6 Unknown 0
## 995 Rural 124.45 24.6 never smoked 0
## 996 Urban 90.51 18.9 Unknown 0
## 997 Rural 118.87 16.3 Unknown 0
## 998 Rural 56.42 31.8 never smoked 0
## 999 Urban 73.67 21 Unknown 0
## 1000 Rural 89.11 20.1 Unknown 0
## 1001 Rural 74.04 29.1 never smoked 0
## 1002 Urban 145.23 32.3 never smoked 0
## 1003 Rural 100.80 29.4 never smoked 0
## 1004 Urban 85.22 50.2 never smoked 0
## 1005 Rural 72.49 44.9 formerly smoked 0
## 1006 Urban 82.61 28.5 smokes 0
## 1007 Rural 72.07 19.5 Unknown 0
## 1008 Rural 79.85 45 Unknown 0
## 1009 Rural 84.86 22.8 Unknown 0
## 1010 Urban 131.89 25.5 Unknown 0
## 1011 Urban 89.17 31.5 never smoked 0
## 1012 Rural 227.91 31.6 formerly smoked 0
## 1013 Urban 131.77 31 Unknown 0
## 1014 Urban 102.01 29.5 Unknown 0
## 1015 Urban 128.63 23.1 Unknown 0
## 1016 Urban 144.10 30.7 smokes 0
## 1017 Urban 143.15 44.7 formerly smoked 0
## 1018 Rural 116.67 33.5 never smoked 0
## 1019 Rural 85.60 25.9 Unknown 0
## 1020 Urban 142.12 28.3 never smoked 0
## 1021 Urban 100.81 26.8 Unknown 0
## 1022 Urban 69.17 27.8 never smoked 0
## 1023 Rural 58.38 36 never smoked 0
## 1024 Urban 86.34 22.1 never smoked 0
## 1025 Urban 95.44 38.4 never smoked 0
## 1026 Urban 94.78 30.1 Unknown 0
## 1027 Rural 109.59 26.2 formerly smoked 0
## 1028 Rural 79.26 26.6 smokes 0
## 1029 Urban 78.46 32.6 never smoked 0
## 1030 Rural 85.29 27 never smoked 0
## 1031 Rural 156.18 25.3 smokes 0
## 1032 Urban 69.52 31.9 never smoked 0
## 1033 Urban 65.32 18.4 Unknown 0
## 1034 Urban 108.47 30.4 smokes 0
## 1035 Urban 105.63 28.2 smokes 0
## 1036 Urban 77.93 35.7 formerly smoked 0
## 1037 Urban 95.20 35 never smoked 0
## 1038 Rural 78.52 27.2 never smoked 0
## 1039 Urban 114.89 23 never smoked 0
## 1040 Rural 95.43 25 Unknown 0
## 1041 Rural 84.08 24.5 Unknown 0
## 1042 Rural 110.55 30.9 smokes 0
## 1043 Urban 82.21 26 never smoked 0
## 1044 Urban 82.38 27.2 formerly smoked 0
## 1045 Urban 93.89 30.4 never smoked 0
## 1046 Rural 75.08 21.7 Unknown 0
## 1047 Urban 76.72 29.1 Unknown 0
## 1048 Rural 84.93 17.6 Unknown 0
## 1049 Urban 76.50 29.2 formerly smoked 0
## 1050 Urban 65.47 28.1 never smoked 0
## 1051 Urban 99.16 26.6 smokes 0
## 1052 Rural 63.53 26.9 never smoked 0
## 1053 Rural 78.65 36.2 formerly smoked 0
## 1054 Urban 63.78 25.9 never smoked 0
## 1055 Urban 77.52 40.9 formerly smoked 0
## 1056 Rural 111.64 31.5 never smoked 0
## 1057 Urban 97.84 23.3 Unknown 0
## 1058 Urban 113.01 37.6 never smoked 0
## 1059 Urban 56.48 39.8 never smoked 0
## 1060 Rural 204.50 35.1 formerly smoked 0
## 1061 Rural 96.02 21.9 never smoked 0
## 1062 Rural 206.25 53.4 formerly smoked 0
## 1063 Rural 115.52 34.4 Unknown 0
## 1064 Rural 60.69 24 smokes 0
## 1065 Urban 93.67 29.3 Unknown 0
## 1066 Urban 67.79 26 formerly smoked 0
## 1067 Rural 56.07 31.3 never smoked 0
## 1068 Rural 254.63 31 never smoked 0
## 1069 Rural 96.63 26.5 Unknown 0
## 1070 Rural 84.30 16 Unknown 0
## 1071 Rural 246.34 21.1 never smoked 0
## 1072 Rural 195.16 42.2 Unknown 0
## 1073 Rural 93.34 27.7 never smoked 0
## 1074 Urban 162.30 23.6 never smoked 0
## 1075 Urban 106.40 18.3 Unknown 0
## 1076 Urban 110.25 44.3 never smoked 0
## 1077 Rural 69.70 27.3 never smoked 0
## 1078 Urban 87.03 55.2 formerly smoked 0
## 1079 Urban 112.98 44.7 never smoked 0
## 1080 Rural 82.47 33.1 smokes 0
## 1081 Urban 75.88 30 never smoked 0
## 1082 Urban 84.63 40.1 Unknown 0
## 1083 Rural 109.56 23.1 never smoked 0
## 1084 Rural 89.45 30.3 formerly smoked 0
## 1085 Rural 91.65 30.5 never smoked 0
## 1086 Urban 121.14 22.8 never smoked 0
## 1087 Rural 87.77 42 Unknown 0
## 1088 Rural 106.56 29.9 never smoked 0
## 1089 Rural 93.88 24 formerly smoked 0
## 1090 Rural 153.76 36.7 Unknown 0
## 1091 Urban 88.65 22.2 never smoked 0
## 1092 Urban 111.22 25.5 Unknown 0
## 1093 Urban 223.68 34.3 formerly smoked 0
## 1094 Rural 55.86 16 Unknown 0
## 1095 Rural 63.73 25.6 smokes 0
## 1096 Rural 103.94 23.3 never smoked 0
## 1097 Rural 92.49 41.6 Unknown 0
## 1098 Urban 229.20 35.6 formerly smoked 0
## 1099 Rural 75.06 22 Unknown 0
## 1100 Urban 85.57 26.8 Unknown 0
## 1101 Urban 68.61 31.9 never smoked 0
## 1102 Urban 56.30 19.7 Unknown 0
## 1103 Rural 193.22 N/A smokes 0
## 1104 Urban 65.98 31.1 Unknown 0
## 1105 Rural 204.57 34.4 Unknown 0
## 1106 Urban 64.99 33.2 never smoked 0
## 1107 Rural 66.12 N/A never smoked 0
## 1108 Urban 73.40 21.6 never smoked 0
## 1109 Urban 82.83 25.4 Unknown 0
## 1110 Urban 93.55 41.6 never smoked 0
## 1111 Rural 90.40 33.1 formerly smoked 0
## 1112 Rural 98.10 21.8 never smoked 0
## 1113 Rural 142.02 30 Unknown 0
## 1114 Rural 251.46 35.2 smokes 0
## 1115 Rural 89.96 35.6 never smoked 0
## 1116 Urban 71.73 N/A Unknown 0
## 1117 Urban 82.44 27.8 smokes 0
## 1118 Urban 80.85 29.3 formerly smoked 0
## 1119 Rural 220.52 37.2 smokes 0
## 1120 Urban 86.73 26.1 Unknown 0
## 1121 Urban 76.93 21.6 never smoked 0
## 1122 Urban 113.10 22.7 never smoked 0
## 1123 Rural 96.84 30.2 formerly smoked 0
## 1124 Urban 100.91 18 Unknown 0
## 1125 Urban 116.50 27.8 Unknown 0
## 1126 Rural 57.26 23.5 never smoked 0
## 1127 Urban 129.31 41.2 Unknown 0
## 1128 Rural 56.47 22.7 never smoked 0
## 1129 Urban 86.06 29.2 formerly smoked 0
## 1130 Rural 86.97 42.2 never smoked 0
## 1131 Urban 78.78 24 formerly smoked 0
## 1132 Rural 195.04 45.5 never smoked 0
## 1133 Rural 103.25 19.4 Unknown 0
## 1134 Rural 134.59 28.2 smokes 0
## 1135 Rural 93.74 20.1 Unknown 0
## 1136 Urban 90.66 27.2 Unknown 0
## 1137 Urban 91.68 26.5 Unknown 0
## 1138 Urban 75.79 17.6 Unknown 0
## 1139 Urban 91.68 42.8 formerly smoked 0
## 1140 Rural 106.68 29.3 never smoked 0
## 1141 Rural 82.31 21.3 never smoked 0
## 1142 Rural 90.06 29.8 Unknown 0
## 1143 Rural 65.47 24.1 smokes 0
## 1144 Rural 58.03 35.2 Unknown 0
## 1145 Rural 83.09 18.8 never smoked 0
## 1146 Urban 88.60 17.4 Unknown 0
## 1147 Urban 63.18 31.5 Unknown 0
## 1148 Rural 78.42 29.9 never smoked 0
## 1149 Urban 65.08 27.3 formerly smoked 0
## 1150 Urban 79.47 28.1 never smoked 0
## 1151 Rural 95.52 28.9 never smoked 0
## 1152 Urban 73.00 25.2 smokes 0
## 1153 Rural 138.07 24.3 never smoked 0
## 1154 Rural 86.99 37.9 never smoked 0
## 1155 Urban 112.07 28.2 never smoked 0
## 1156 Rural 105.76 18.4 Unknown 0
## 1157 Urban 55.67 23.1 smokes 0
## 1158 Urban 90.55 39.4 formerly smoked 0
## 1159 Rural 218.65 29.5 never smoked 0
## 1160 Rural 111.21 18.3 Unknown 0
## 1161 Urban 83.56 28.7 smokes 0
## 1162 Urban 116.76 32.9 formerly smoked 0
## 1163 Rural 83.50 26.7 Unknown 0
## 1164 Urban 69.30 20.1 never smoked 0
## 1165 Urban 67.55 17.6 formerly smoked 0
## 1166 Rural 80.28 43.7 never smoked 0
## 1167 Urban 211.49 41.1 Unknown 0
## 1168 Urban 67.96 26.8 Unknown 0
## 1169 Urban 99.29 31.2 never smoked 0
## 1170 Rural 140.52 27.4 never smoked 0
## 1171 Rural 75.62 25.1 smokes 0
## 1172 Rural 120.06 33 never smoked 0
## 1173 Rural 117.45 30.7 smokes 0
## 1174 Rural 224.71 42.9 never smoked 0
## 1175 Rural 122.75 14.3 Unknown 0
## 1176 Urban 82.39 33.2 never smoked 0
## 1177 Rural 57.02 43 formerly smoked 0
## 1178 Urban 115.98 22.3 never smoked 0
## 1179 Rural 226.11 32.8 formerly smoked 0
## 1180 Rural 97.59 30.5 smokes 0
## 1181 Rural 82.57 36 formerly smoked 0
## 1182 Urban 79.34 26.5 formerly smoked 0
## 1183 Rural 125.68 20.1 Unknown 0
## 1184 Rural 102.06 N/A Unknown 0
## 1185 Urban 65.59 28.1 never smoked 0
## 1186 Urban 120.85 16.2 Unknown 0
## 1187 Urban 101.65 30 never smoked 0
## 1188 Urban 210.94 31.3 never smoked 0
## 1189 Rural 77.92 26.7 never smoked 0
## 1190 Rural 230.68 37.7 Unknown 0
## 1191 Urban 62.68 35.8 never smoked 0
## 1192 Urban 55.22 27 never smoked 0
## 1193 Rural 78.94 20.7 never smoked 0
## 1194 Rural 109.69 22.2 smokes 0
## 1195 Urban 79.63 N/A Unknown 0
## 1196 Rural 79.33 41.5 never smoked 0
## 1197 Urban 79.91 33.5 never smoked 0
## 1198 Rural 84.46 21.8 Unknown 0
## 1199 Urban 68.40 22.1 formerly smoked 0
## 1200 Rural 78.43 30.2 smokes 0
## 1201 Urban 198.02 38.7 Unknown 0
## 1202 Urban 85.35 32.1 smokes 0
## 1203 Rural 204.17 41.3 formerly smoked 0
## 1204 Urban 82.71 20.1 formerly smoked 0
## 1205 Urban 121.19 22.1 never smoked 0
## 1206 Rural 106.02 24.9 smokes 0
## 1207 Urban 66.36 23 Unknown 0
## 1208 Urban 267.76 29.3 formerly smoked 0
## 1209 Rural 107.18 22.8 never smoked 0
## 1210 Rural 74.58 31.6 Unknown 0
## 1211 Urban 80.92 19.4 Unknown 0
## 1212 Rural 90.77 22.5 never smoked 0
## 1213 Rural 90.84 31.6 never smoked 0
## 1214 Rural 59.20 29.1 Unknown 0
## 1215 Rural 217.71 N/A formerly smoked 0
## 1216 Urban 133.76 43.4 smokes 0
## 1217 Urban 61.36 26.5 formerly smoked 0
## 1218 Rural 118.62 29.7 Unknown 0
## 1219 Rural 77.91 21.8 Unknown 0
## 1220 Urban 68.98 23.4 formerly smoked 0
## 1221 Rural 112.08 23 never smoked 0
## 1222 Urban 96.20 21.5 never smoked 0
## 1223 Rural 93.11 14.6 Unknown 0
## 1224 Rural 115.54 28.5 Unknown 0
## 1225 Urban 88.57 29 smokes 0
## 1226 Urban 180.76 26.9 Unknown 0
## 1227 Urban 83.12 29.6 formerly smoked 0
## 1228 Urban 94.89 28.5 never smoked 0
## 1229 Rural 239.52 25.5 never smoked 0
## 1230 Rural 99.15 30.5 formerly smoked 0
## 1231 Urban 124.16 23 never smoked 0
## 1232 Rural 86.38 22.8 Unknown 0
## 1233 Rural 93.68 31.4 never smoked 0
## 1234 Rural 229.86 35.2 smokes 0
## 1235 Rural 78.73 23.3 never smoked 0
## 1236 Rural 115.92 N/A formerly smoked 0
## 1237 Rural 93.71 31.2 formerly smoked 0
## 1238 Rural 76.66 24.8 never smoked 0
## 1239 Rural 112.38 25.8 Unknown 0
## 1240 Rural 89.30 48.4 smokes 0
## 1241 Rural 103.44 43.1 formerly smoked 0
## 1242 Rural 79.69 N/A formerly smoked 0
## 1243 Rural 61.61 27.8 never smoked 0
## 1244 Rural 94.12 21.4 Unknown 0
## 1245 Urban 62.40 22.1 Unknown 0
## 1246 Urban 210.96 31.8 never smoked 0
## 1247 Urban 76.25 20.1 Unknown 0
## 1248 Urban 103.48 29.1 smokes 0
## 1249 Urban 96.42 22.6 Unknown 0
## 1250 Rural 78.59 25.1 Unknown 0
## 1251 Rural 195.25 33.3 never smoked 0
## 1252 Rural 103.76 15.9 Unknown 0
## 1253 Rural 68.52 20.8 Unknown 0
## 1254 Urban 92.17 19.5 Unknown 0
## 1255 Rural 81.02 39 never smoked 0
## 1256 Rural 94.33 23.1 never smoked 0
## 1257 Rural 78.43 18.8 never smoked 0
## 1258 Rural 217.39 50.6 Unknown 0
## 1259 Urban 82.77 36.3 Unknown 0
## 1260 Rural 88.13 32.8 never smoked 0
## 1261 Urban 102.77 35.8 smokes 0
## 1262 Rural 101.75 26.7 smokes 0
## 1263 Rural 113.34 26.3 formerly smoked 0
## 1264 Urban 63.33 26.5 smokes 0
## 1265 Urban 69.34 43.7 never smoked 0
## 1266 Rural 118.81 24.7 Unknown 0
## 1267 Urban 66.13 46.2 never smoked 0
## 1268 Urban 67.53 49.5 formerly smoked 0
## 1269 Urban 96.58 43.3 never smoked 0
## 1270 Urban 57.89 30.9 formerly smoked 0
## 1271 Rural 78.38 38.7 Unknown 0
## 1272 Urban 94.15 28.6 never smoked 0
## 1273 Urban 89.53 30.2 Unknown 0
## 1274 Urban 127.75 30.5 never smoked 0
## 1275 Rural 76.79 33.9 Unknown 0
## 1276 Rural 141.15 28.6 never smoked 0
## 1277 Urban 88.63 24.5 never smoked 0
## 1278 Urban 201.25 N/A Unknown 0
## 1279 Urban 130.15 17.2 Unknown 0
## 1280 Urban 108.03 27.2 never smoked 0
## 1281 Rural 104.07 19.3 formerly smoked 0
## 1282 Urban 88.83 18.5 Unknown 0
## 1283 Rural 197.79 32 Unknown 0
## 1284 Urban 150.45 44.5 formerly smoked 0
## 1285 Rural 100.39 37 never smoked 0
## 1286 Rural 79.92 30.8 formerly smoked 0
## 1287 Urban 96.79 24.7 Unknown 0
## 1288 Rural 86.84 18.3 Unknown 0
## 1289 Rural 61.27 44 Unknown 0
## 1290 Rural 72.61 27.6 never smoked 0
## 1291 Rural 82.41 45.4 smokes 0
## 1292 Urban 74.72 28.5 never smoked 0
## 1293 Rural 57.37 17.6 Unknown 0
## 1294 Rural 73.72 N/A smokes 0
## 1295 Urban 88.34 27.5 never smoked 0
## 1296 Rural 101.34 32.8 never smoked 0
## 1297 Rural 119.01 29.5 never smoked 0
## 1298 Rural 71.98 36.4 never smoked 0
## 1299 Urban 84.91 26.1 Unknown 0
## 1300 Rural 91.63 35.3 Unknown 0
## 1301 Urban 214.77 N/A Unknown 0
## 1302 Rural 145.71 18.1 Unknown 0
## 1303 Rural 167.31 27.1 never smoked 0
## 1304 Urban 63.65 23 Unknown 0
## 1305 Rural 79.63 55 Unknown 0
## 1306 Rural 87.49 26.6 never smoked 0
## 1307 Rural 98.74 N/A never smoked 0
## 1308 Rural 92.82 24.1 never smoked 0
## 1309 Urban 72.20 30.3 formerly smoked 0
## 1310 Rural 181.23 32.2 formerly smoked 0
## 1311 Urban 63.37 26.5 never smoked 0
## 1312 Urban 74.82 30.6 never smoked 0
## 1313 Rural 97.60 25.8 Unknown 0
## 1314 Rural 93.04 41.9 smokes 0
## 1315 Rural 97.12 29.2 never smoked 0
## 1316 Rural 82.81 44.3 never smoked 0
## 1317 Urban 134.45 29.1 never smoked 0
## 1318 Rural 98.67 17.5 Unknown 0
## 1319 Urban 85.82 31.9 never smoked 0
## 1320 Rural 189.45 32.2 never smoked 0
## 1321 Rural 144.16 26 smokes 0
## 1322 Rural 82.56 25.4 formerly smoked 0
## 1323 Urban 206.40 54.8 never smoked 0
## 1324 Urban 67.97 27.9 never smoked 0
## 1325 Urban 84.86 N/A Unknown 0
## 1326 Urban 71.70 32.8 never smoked 0
## 1327 Urban 72.02 34 formerly smoked 0
## 1328 Urban 61.81 25.5 Unknown 0
## 1329 Urban 103.09 35.6 Unknown 0
## 1330 Urban 73.75 28.3 never smoked 0
## 1331 Rural 156.70 36.9 never smoked 0
## 1332 Urban 70.87 22.1 formerly smoked 0
## 1333 Rural 138.47 31.5 never smoked 0
## 1334 Rural 64.66 26.7 formerly smoked 0
## 1335 Rural 91.88 24.9 formerly smoked 0
## 1336 Rural 74.79 32.4 never smoked 0
## 1337 Rural 78.18 32.2 never smoked 0
## 1338 Rural 77.82 30.3 Unknown 0
## 1339 Rural 112.23 28.7 never smoked 0
## 1340 Urban 178.76 24.1 never smoked 0
## 1341 Rural 121.43 25.3 never smoked 0
## 1342 Rural 94.22 24.8 never smoked 0
## 1343 Rural 67.27 N/A formerly smoked 0
## 1344 Rural 197.58 34.8 formerly smoked 0
## 1345 Rural 86.37 39.2 smokes 0
## 1346 Urban 112.09 24.7 smokes 0
## 1347 Urban 199.96 28.6 never smoked 0
## 1348 Urban 85.33 27.7 never smoked 0
## 1349 Rural 86.33 33.1 never smoked 0
## 1350 Urban 80.47 27.3 smokes 0
## 1351 Urban 62.46 20.3 formerly smoked 0
## 1352 Rural 78.85 33.9 never smoked 0
## 1353 Rural 72.09 N/A smokes 0
## 1354 Rural 103.81 28.3 never smoked 0
## 1355 Urban 78.04 32.4 smokes 0
## 1356 Rural 94.67 19.7 Unknown 0
## 1357 Rural 62.25 33.7 never smoked 0
## 1358 Urban 155.17 35.5 never smoked 0
## 1359 Urban 83.28 20 Unknown 0
## 1360 Urban 132.41 16.3 Unknown 0
## 1361 Rural 62.78 36.4 Unknown 0
## 1362 Urban 89.96 28.1 Unknown 0
## 1363 Rural 103.25 26.9 formerly smoked 0
## 1364 Rural 126.99 29.4 formerly smoked 0
## 1365 Rural 102.27 17.2 never smoked 0
## 1366 Rural 113.63 26.5 Unknown 0
## 1367 Urban 86.09 19.5 Unknown 0
## 1368 Rural 108.08 30.6 formerly smoked 0
## 1369 Urban 108.34 31.9 never smoked 0
## 1370 Rural 56.07 26.6 never smoked 0
## 1371 Urban 82.91 19.9 Unknown 0
## 1372 Urban 94.75 18 Unknown 0
## 1373 Rural 101.79 26.7 Unknown 0
## 1374 Rural 88.41 25.3 formerly smoked 0
## 1375 Urban 101.05 31.4 Unknown 0
## 1376 Urban 85.07 21.1 never smoked 0
## 1377 Rural 108.10 17.9 never smoked 0
## 1378 Rural 93.17 27.5 smokes 0
## 1379 Urban 158.89 37.6 smokes 0
## 1380 Rural 205.77 24.1 never smoked 0
## 1381 Urban 112.34 18.1 Unknown 0
## 1382 Urban 119.03 31 never smoked 0
## 1383 Urban 237.21 26.6 smokes 0
## 1384 Urban 89.68 38.7 never smoked 0
## 1385 Rural 246.53 27.2 formerly smoked 0
## 1386 Urban 89.05 27.8 formerly smoked 0
## 1387 Rural 81.74 28.3 Unknown 0
## 1388 Rural 98.12 27.5 never smoked 0
## 1389 Rural 105.59 43.3 smokes 0
## 1390 Rural 86.00 20.1 formerly smoked 0
## 1391 Urban 65.51 25.9 Unknown 0
## 1392 Urban 61.78 25.8 Unknown 0
## 1393 Rural 109.56 16.4 Unknown 0
## 1394 Urban 65.82 29.4 never smoked 0
## 1395 Urban 90.16 28.9 smokes 0
## 1396 Urban 64.45 26.7 never smoked 0
## 1397 Urban 91.85 27.8 never smoked 0
## 1398 Rural 97.89 38.7 formerly smoked 0
## 1399 Rural 206.33 26.8 never smoked 0
## 1400 Rural 74.29 36.1 never smoked 0
## 1401 Rural 107.40 26.7 smokes 0
## 1402 Urban 87.72 27 Unknown 0
## 1403 Rural 85.99 21.2 Unknown 0
## 1404 Urban 100.84 21 never smoked 0
## 1405 Urban 124.61 37.4 Unknown 0
## 1406 Urban 86.55 26.5 Unknown 0
## 1407 Rural 90.42 28.9 Unknown 0
## 1408 Rural 100.85 29.5 smokes 0
## 1409 Urban 87.74 17.7 Unknown 0
## 1410 Rural 80.15 34.9 formerly smoked 0
## 1411 Urban 107.29 28.1 never smoked 0
## 1412 Urban 206.98 36.8 smokes 0
## 1413 Rural 227.28 33.3 never smoked 0
## 1414 Rural 80.43 29.2 Unknown 0
## 1415 Urban 228.70 34 Unknown 0
## 1416 Urban 120.07 33.9 smokes 0
## 1417 Rural 93.47 28.7 never smoked 0
## 1418 Urban 80.77 21.1 never smoked 0
## 1419 Rural 150.27 38.2 smokes 0
## 1420 Urban 81.94 27.7 smokes 0
## 1421 Urban 70.75 35.8 Unknown 0
## 1422 Urban 83.83 27.1 Unknown 0
## 1423 Urban 73.66 20.5 never smoked 0
## 1424 Urban 102.37 35.6 never smoked 0
## 1425 Rural 77.83 15.6 Unknown 0
## 1426 Urban 70.01 43 Unknown 0
## 1427 Rural 119.88 17.8 Unknown 0
## 1428 Rural 78.29 N/A smokes 0
## 1429 Rural 169.97 25.8 never smoked 0
## 1430 Rural 123.79 20.5 Unknown 0
## 1431 Urban 80.98 19.9 Unknown 0
## 1432 Rural 84.21 24.4 never smoked 0
## 1433 Urban 101.31 18.3 Unknown 0
## 1434 Urban 86.26 35.1 formerly smoked 0
## 1435 Urban 92.86 35.1 formerly smoked 0
## 1436 Urban 140.28 37.1 formerly smoked 0
## 1437 Rural 244.28 29.4 formerly smoked 0
## 1438 Urban 124.16 31.7 never smoked 0
## 1439 Rural 93.55 31.4 never smoked 0
## 1440 Urban 99.34 33.1 never smoked 0
## 1441 Urban 59.87 28.5 smokes 0
## 1442 Rural 72.76 24 formerly smoked 0
## 1443 Rural 68.34 18 Unknown 0
## 1444 Urban 61.10 27.6 smokes 0
## 1445 Rural 120.77 16.9 never smoked 0
## 1446 Rural 60.39 16.4 Unknown 0
## 1447 Urban 126.34 35.1 never smoked 0
## 1448 Rural 93.24 28.8 never smoked 0
## 1449 Rural 154.75 17.6 never smoked 0
## 1450 Rural 62.81 21.3 never smoked 0
## 1451 Rural 65.96 19.7 Unknown 0
## 1452 Rural 79.53 37.3 never smoked 0
## 1453 Rural 96.85 35.5 never smoked 0
## 1454 Urban 251.99 25.5 never smoked 0
## 1455 Rural 115.13 30 smokes 0
## 1456 Urban 102.30 21.9 Unknown 0
## 1457 Urban 78.99 45.5 never smoked 0
## 1458 Rural 191.79 N/A smokes 0
## 1459 Rural 68.80 34.9 never smoked 0
## 1460 Rural 83.84 19.3 formerly smoked 0
## 1461 Urban 94.66 32.1 formerly smoked 0
## 1462 Rural 107.98 26.9 never smoked 0
## 1463 Rural 61.01 32.5 Unknown 0
## 1464 Urban 135.64 19.5 never smoked 0
## 1465 Urban 92.65 31.7 never smoked 0
## 1466 Rural 121.11 21 Unknown 0
## 1467 Rural 163.56 N/A formerly smoked 0
## 1468 Urban 107.69 20.3 Unknown 0
## 1469 Rural 216.88 N/A smokes 0
## 1470 Rural 70.15 21.5 Unknown 0
## 1471 Urban 83.02 40.4 Unknown 0
## 1472 Urban 87.94 N/A Unknown 0
## 1473 Urban 222.29 30.1 never smoked 0
## 1474 Urban 139.43 40.2 formerly smoked 0
## 1475 Urban 213.11 34.7 never smoked 0
## 1476 Rural 77.23 25.9 smokes 0
## 1477 Urban 58.48 23.7 never smoked 0
## 1478 Rural 87.33 34.3 never smoked 0
## 1479 Rural 102.34 34.3 never smoked 0
## 1480 Rural 151.30 26.3 never smoked 0
## 1481 Urban 144.23 22.1 formerly smoked 0
## 1482 Rural 110.60 33.3 formerly smoked 0
## 1483 Urban 80.28 37.3 never smoked 0
## 1484 Rural 111.02 20.5 Unknown 0
## 1485 Rural 114.88 19.1 Unknown 0
## 1486 Urban 227.51 34.7 formerly smoked 0
## 1487 Urban 111.65 16.3 Unknown 0
## 1488 Urban 201.01 28 never smoked 0
## 1489 Urban 129.01 17.2 Unknown 0
## 1490 Rural 124.08 41.1 Unknown 0
## 1491 Rural 107.91 25 Unknown 0
## 1492 Rural 95.40 27.5 never smoked 0
## 1493 Rural 65.90 21.5 never smoked 0
## 1494 Urban 78.98 15.1 Unknown 0
## 1495 Rural 111.33 29.6 formerly smoked 0
## 1496 Rural 104.36 30.2 never smoked 0
## 1497 Urban 123.87 34.9 Unknown 0
## 1498 Rural 210.00 30.7 formerly smoked 0
## 1499 Rural 86.86 36.5 Unknown 0
## 1500 Rural 113.96 21.5 Unknown 0
## 1501 Rural 81.28 33.2 smokes 0
## 1502 Rural 102.50 50.2 never smoked 0
## 1503 Rural 78.05 22.3 never smoked 0
## 1504 Urban 237.58 N/A formerly smoked 0
## 1505 Urban 86.07 27.3 Unknown 0
## 1506 Rural 59.05 28.3 formerly smoked 0
## 1507 Rural 95.88 31.9 Unknown 0
## 1508 Rural 70.18 24.9 Unknown 0
## 1509 Rural 111.13 32.7 formerly smoked 0
## 1510 Urban 79.30 26.4 Unknown 0
## 1511 Urban 65.84 24.8 smokes 0
## 1512 Rural 123.49 30.7 smokes 0
## 1513 Rural 207.45 25.4 smokes 0
## 1514 Rural 143.45 32 smokes 0
## 1515 Rural 89.11 24.4 never smoked 0
## 1516 Rural 58.30 20.4 never smoked 0
## 1517 Urban 78.68 29.5 never smoked 0
## 1518 Urban 98.91 24.4 never smoked 0
## 1519 Rural 67.92 22.8 smokes 0
## 1520 Rural 73.00 20 never smoked 0
## 1521 Rural 97.50 36.3 formerly smoked 0
## 1522 Urban 108.43 32.8 smokes 0
## 1523 Urban 90.43 34.4 formerly smoked 0
## 1524 Urban 76.30 30.5 never smoked 0
## 1525 Rural 121.27 29.7 smokes 0
## 1526 Urban 119.67 36.9 Unknown 0
## 1527 Urban 226.93 34.2 smokes 0
## 1528 Rural 76.11 37 Unknown 0
## 1529 Urban 93.23 N/A smokes 0
## 1530 Urban 253.16 47.5 Unknown 0
## 1531 Urban 101.02 24.2 smokes 0
## 1532 Rural 238.53 30.6 never smoked 0
## 1533 Rural 79.18 52.8 formerly smoked 0
## 1534 Urban 207.79 38.6 never smoked 0
## 1535 Rural 196.20 32.8 never smoked 0
## 1536 Urban 231.76 42.9 never smoked 0
## 1537 Rural 93.30 25.9 Unknown 0
## 1538 Urban 110.47 24.7 smokes 0
## 1539 Rural 77.52 35.8 never smoked 0
## 1540 Urban 91.23 N/A smokes 0
## 1541 Rural 216.92 31.2 Unknown 0
## 1542 Urban 157.01 26.1 smokes 0
## 1543 Urban 93.51 30.8 never smoked 0
## 1544 Rural 102.54 40.5 never smoked 0
## 1545 Rural 87.78 25.2 formerly smoked 0
## 1546 Urban 126.67 28.7 smokes 0
## 1547 Rural 93.60 N/A never smoked 0
## 1548 Rural 194.98 30.4 Unknown 0
## 1549 Rural 99.96 15.2 Unknown 0
## 1550 Urban 58.87 36.6 never smoked 0
## 1551 Urban 77.67 34.5 Unknown 0
## 1552 Urban 83.14 23.7 never smoked 0
## 1553 Urban 69.18 35.7 smokes 0
## 1554 Rural 218.54 38.9 smokes 0
## 1555 Urban 71.22 40 never smoked 0
## 1556 Urban 82.41 18.4 Unknown 0
## 1557 Rural 82.07 29 never smoked 0
## 1558 Urban 73.00 20.6 never smoked 0
## 1559 Rural 127.25 28.2 Unknown 0
## 1560 Rural 72.63 66.8 Unknown 0
## 1561 Rural 108.20 26.2 never smoked 0
## 1562 Urban 123.95 34.8 formerly smoked 0
## 1563 Urban 58.71 34.5 never smoked 0
## 1564 Rural 98.46 30.6 never smoked 0
## 1565 Rural 68.78 55.1 formerly smoked 0
## 1566 Rural 133.63 18.8 Unknown 0
## 1567 Rural 101.43 29.1 Unknown 0
## 1568 Rural 65.30 22.1 smokes 0
## 1569 Urban 72.49 28.9 smokes 0
## 1570 Urban 65.49 34.7 Unknown 0
## 1571 Urban 63.40 20.3 smokes 0
## 1572 Rural 105.29 25.1 formerly smoked 0
## 1573 Urban 64.08 18.2 Unknown 0
## 1574 Urban 78.34 25.5 never smoked 0
## 1575 Rural 66.32 34.4 formerly smoked 0
## 1576 Rural 168.15 48.5 never smoked 0
## 1577 Rural 93.48 25.2 formerly smoked 0
## 1578 Urban 79.20 32.5 never smoked 0
## 1579 Rural 107.45 42.1 formerly smoked 0
## 1580 Rural 83.86 19.5 never smoked 0
## 1581 Rural 119.96 27.7 never smoked 0
## 1582 Rural 70.58 25.1 never smoked 0
## 1583 Rural 87.70 29.6 never smoked 0
## 1584 Urban 65.29 32.9 never smoked 0
## 1585 Urban 97.14 55.9 never smoked 0
## 1586 Urban 110.68 25.1 formerly smoked 0
## 1587 Urban 91.93 24.7 smokes 0
## 1588 Urban 88.54 17.5 Unknown 0
## 1589 Urban 183.00 20.8 Unknown 0
## 1590 Rural 115.93 23.3 never smoked 0
## 1591 Urban 99.13 22.8 Unknown 0
## 1592 Rural 69.24 26.6 never smoked 0
## 1593 Rural 102.28 25.5 never smoked 0
## 1594 Urban 71.31 25.8 never smoked 0
## 1595 Rural 89.75 25.4 never smoked 0
## 1596 Urban 87.66 57.3 never smoked 0
## 1597 Rural 237.17 N/A Unknown 0
## 1598 Urban 81.11 20.2 Unknown 0
## 1599 Urban 178.33 27.7 never smoked 0
## 1600 Rural 81.38 23.1 Unknown 0
## 1601 Urban 109.56 14.3 Unknown 0
## 1602 Rural 70.45 23.3 smokes 0
## 1603 Rural 73.44 23.4 Unknown 0
## 1604 Urban 146.44 22.8 formerly smoked 0
## 1605 Urban 65.04 30.9 never smoked 0
## 1606 Rural 151.25 28.4 Unknown 0
## 1607 Rural 106.41 41.9 smokes 0
## 1608 Urban 197.09 34.3 Unknown 0
## 1609 Urban 93.58 25.1 smokes 0
## 1610 Rural 122.04 10.3 Unknown 0
## 1611 Rural 80.06 31.8 Unknown 0
## 1612 Urban 84.93 31.8 Unknown 0
## 1613 Urban 68.40 23 never smoked 0
## 1614 Urban 62.99 25.4 formerly smoked 0
## 1615 Urban 139.67 14.1 Unknown 0
## 1616 Urban 113.40 35.1 smokes 0
## 1617 Urban 101.92 26.9 Unknown 0
## 1618 Urban 65.98 33 formerly smoked 0
## 1619 Urban 84.30 22.1 Unknown 0
## 1620 Urban 61.42 20.8 Unknown 0
## 1621 Rural 85.52 30 never smoked 0
## 1622 Urban 83.79 44 Unknown 0
## 1623 Urban 73.83 16.6 Unknown 0
## 1624 Rural 69.38 28.4 never smoked 0
## 1625 Urban 66.11 26.3 never smoked 0
## 1626 Urban 149.62 39.4 formerly smoked 0
## 1627 Urban 242.84 15.7 smokes 0
## 1628 Urban 202.66 34.1 smokes 0
## 1629 Rural 216.90 29.8 formerly smoked 0
## 1630 Urban 103.78 23.6 Unknown 0
## 1631 Rural 114.88 18.3 formerly smoked 0
## 1632 Urban 75.94 28.3 never smoked 0
## 1633 Rural 55.51 18.5 Unknown 0
## 1634 Rural 93.74 18.4 Unknown 0
## 1635 Urban 71.44 24.1 smokes 0
## 1636 Urban 58.29 25.5 formerly smoked 0
## 1637 Urban 115.83 25.3 never smoked 0
## 1638 Urban 102.71 39.9 formerly smoked 0
## 1639 Urban 99.69 28.8 smokes 0
## 1640 Rural 102.89 37.2 formerly smoked 0
## 1641 Urban 79.05 N/A Unknown 0
## 1642 Rural 56.63 49.8 never smoked 0
## 1643 Rural 87.34 34.3 formerly smoked 0
## 1644 Rural 109.51 29 never smoked 0
## 1645 Urban 81.43 N/A formerly smoked 0
## 1646 Urban 78.59 37.2 never smoked 0
## 1647 Urban 101.22 N/A formerly smoked 0
## 1648 Urban 78.26 19.4 Unknown 0
## 1649 Rural 105.47 26.2 never smoked 0
## 1650 Urban 68.19 21.1 never smoked 0
## 1651 Urban 210.00 N/A never smoked 0
## 1652 Rural 114.47 31.6 smokes 0
## 1653 Urban 66.85 29.3 Unknown 0
## 1654 Rural 94.71 28.4 smokes 0
## 1655 Urban 208.05 35.3 smokes 0
## 1656 Rural 222.60 40.1 smokes 0
## 1657 Urban 80.81 39 formerly smoked 0
## 1658 Rural 64.51 31.5 never smoked 0
## 1659 Urban 151.56 28.5 Unknown 0
## 1660 Urban 199.14 28.5 never smoked 0
## 1661 Rural 73.41 56 smokes 0
## 1662 Urban 109.65 28.6 formerly smoked 0
## 1663 Rural 69.11 35.2 never smoked 0
## 1664 Urban 114.41 32.5 never smoked 0
## 1665 Urban 103.46 35.9 never smoked 0
## 1666 Rural 95.36 25.1 never smoked 0
## 1667 Urban 57.33 16.8 Unknown 0
## 1668 Rural 191.48 27.9 smokes 0
## 1669 Rural 71.63 16.3 Unknown 0
## 1670 Urban 94.00 N/A Unknown 0
## 1671 Rural 93.77 N/A Unknown 0
## 1672 Urban 84.75 21.4 Unknown 0
## 1673 Rural 89.24 32.7 formerly smoked 0
## 1674 Urban 70.13 23.6 never smoked 0
## 1675 Urban 82.26 19.8 formerly smoked 0
## 1676 Urban 200.16 33.1 never smoked 0
## 1677 Urban 80.73 28.1 smokes 0
## 1678 Urban 75.09 38.9 formerly smoked 0
## 1679 Urban 80.57 23.8 never smoked 0
## 1680 Rural 77.04 33.8 formerly smoked 0
## 1681 Urban 145.26 26.7 Unknown 0
## 1682 Urban 190.40 N/A formerly smoked 0
## 1683 Urban 82.08 32.2 formerly smoked 0
## 1684 Rural 103.35 28.1 formerly smoked 0
## 1685 Urban 97.46 21.3 Unknown 0
## 1686 Urban 123.65 44 smokes 0
## 1687 Urban 87.96 21.5 formerly smoked 0
## 1688 Urban 85.92 37.3 smokes 0
## 1689 Urban 80.80 44.8 never smoked 0
## 1690 Rural 99.30 21.4 never smoked 0
## 1691 Rural 62.56 32.3 never smoked 0
## 1692 Urban 144.20 35.4 smokes 0
## 1693 Urban 71.38 19.7 never smoked 0
## 1694 Urban 95.50 31.3 Unknown 0
## 1695 Urban 67.06 35.5 never smoked 0
## 1696 Rural 70.16 25.8 formerly smoked 0
## 1697 Urban 104.24 32.8 Unknown 0
## 1698 Rural 122.48 35.9 smokes 0
## 1699 Urban 215.90 41.8 smokes 0
## 1700 Rural 108.56 27.3 formerly smoked 0
## 1701 Urban 69.88 27.7 Unknown 0
## 1702 Rural 91.54 13.4 Unknown 0
## 1703 Rural 65.85 17 Unknown 0
## 1704 Rural 60.74 20 never smoked 0
## 1705 Rural 233.52 40.9 never smoked 0
## 1706 Urban 110.70 38.5 never smoked 0
## 1707 Rural 78.93 30.9 formerly smoked 0
## 1708 Urban 124.50 33.4 Unknown 0
## 1709 Urban 57.95 17.1 Unknown 0
## 1710 Rural 92.82 28.6 Unknown 0
## 1711 Rural 58.25 24 smokes 0
## 1712 Rural 213.54 32 never smoked 0
## 1713 Urban 74.86 28.4 never smoked 0
## 1714 Urban 78.35 20.3 Unknown 0
## 1715 Urban 101.26 33.8 Unknown 0
## 1716 Urban 86.87 43.2 Unknown 0
## 1717 Rural 124.01 22.7 Unknown 0
## 1718 Urban 83.41 29.9 never smoked 0
## 1719 Urban 188.69 N/A formerly smoked 0
## 1720 Rural 86.51 N/A formerly smoked 0
## 1721 Rural 70.65 29.9 Unknown 0
## 1722 Rural 92.40 22.7 Unknown 0
## 1723 Urban 73.36 16.1 never smoked 0
## 1724 Urban 219.50 33.8 formerly smoked 0
## 1725 Rural 105.73 22.6 never smoked 0
## 1726 Rural 83.79 25.5 smokes 0
## 1727 Urban 58.02 22.5 Unknown 0
## 1728 Rural 61.94 27.9 formerly smoked 0
## 1729 Rural 99.71 23.5 Unknown 0
## 1730 Rural 63.19 32.2 never smoked 0
## 1731 Rural 107.11 N/A smokes 0
## 1732 Urban 56.84 29.9 smokes 0
## 1733 Rural 217.66 28.7 formerly smoked 0
## 1734 Rural 77.19 37.2 smokes 0
## 1735 Rural 76.22 22.2 formerly smoked 0
## 1736 Rural 155.32 26.6 formerly smoked 0
## 1737 Urban 70.67 24.6 smokes 0
## 1738 Urban 227.16 41.7 never smoked 0
## 1739 Rural 58.69 26.2 formerly smoked 0
## 1740 Urban 88.85 27.1 Unknown 0
## 1741 Urban 137.94 41.8 never smoked 0
## 1742 Urban 60.60 34.2 never smoked 0
## 1743 Rural 93.67 19.2 never smoked 0
## 1744 Urban 79.56 25.2 never smoked 0
## 1745 Rural 122.46 18.7 never smoked 0
## 1746 Urban 92.32 43 never smoked 0
## 1747 Rural 80.63 28.2 smokes 0
## 1748 Urban 92.32 34.7 smokes 0
## 1749 Urban 59.89 25.5 never smoked 0
## 1750 Urban 80.57 39.8 smokes 0
## 1751 Urban 88.52 20.8 formerly smoked 0
## 1752 Urban 88.82 28.2 formerly smoked 0
## 1753 Rural 102.08 31 smokes 0
## 1754 Urban 71.38 N/A formerly smoked 0
## 1755 Rural 84.90 21.6 never smoked 0
## 1756 Urban 82.21 26.2 Unknown 0
## 1757 Rural 209.90 N/A smokes 0
## 1758 Urban 74.05 26 Unknown 0
## 1759 Urban 90.46 22.5 Unknown 0
## 1760 Rural 176.48 24 formerly smoked 0
## 1761 Urban 94.07 31.5 never smoked 0
## 1762 Urban 85.12 36.3 formerly smoked 0
## 1763 Urban 71.81 25.4 Unknown 0
## 1764 Rural 111.93 32.2 never smoked 0
## 1765 Urban 94.40 39.8 Unknown 0
## 1766 Urban 70.00 18.6 Unknown 0
## 1767 Rural 95.57 30.7 smokes 0
## 1768 Urban 91.98 16.4 Unknown 0
## 1769 Urban 66.29 20.5 smokes 0
## 1770 Rural 211.88 28.7 never smoked 0
## 1771 Rural 76.55 29 smokes 0
## 1772 Urban 56.67 24.4 never smoked 0
## 1773 Rural 100.52 29.9 Unknown 0
## 1774 Rural 58.96 25.3 Unknown 0
## 1775 Rural 81.66 23.5 formerly smoked 0
## 1776 Rural 96.77 20.5 never smoked 0
## 1777 Rural 91.63 33.5 smokes 0
## 1778 Urban 97.51 22 Unknown 0
## 1779 Rural 225.60 29 never smoked 0
## 1780 Rural 95.58 N/A smokes 0
## 1781 Rural 210.23 30.7 never smoked 0
## 1782 Urban 92.82 37.4 never smoked 0
## 1783 Rural 234.82 51.8 never smoked 0
## 1784 Rural 65.67 16.6 Unknown 0
## 1785 Urban 74.51 29.5 Unknown 0
## 1786 Rural 81.99 27.3 formerly smoked 0
## 1787 Urban 87.69 27.5 formerly smoked 0
## 1788 Rural 125.29 33.9 never smoked 0
## 1789 Rural 111.64 27.9 Unknown 0
## 1790 Urban 70.93 22.9 never smoked 0
## 1791 Urban 89.93 32.1 never smoked 0
## 1792 Rural 137.45 18.2 Unknown 0
## 1793 Rural 72.06 30.2 formerly smoked 0
## 1794 Rural 97.90 31.3 formerly smoked 0
## 1795 Urban 84.85 20.3 Unknown 0
## 1796 Rural 230.59 23.2 formerly smoked 0
## 1797 Rural 92.81 30.8 Unknown 0
## 1798 Urban 168.15 22.9 never smoked 0
## 1799 Urban 224.63 42.8 never smoked 0
## 1800 Urban 108.12 22.2 Unknown 0
## 1801 Rural 85.17 28.7 smokes 0
## 1802 Urban 84.14 32.3 never smoked 0
## 1803 Rural 85.57 24.2 formerly smoked 0
## 1804 Urban 82.81 23.9 never smoked 0
## 1805 Urban 110.53 34.2 never smoked 0
## 1806 Rural 61.88 29 Unknown 0
## 1807 Urban 85.04 29.9 never smoked 0
## 1808 Urban 140.40 23 smokes 0
## 1809 Urban 62.27 17.3 Unknown 0
## 1810 Rural 99.44 21 never smoked 0
## 1811 Rural 88.90 34.3 Unknown 0
## 1812 Urban 64.10 19.8 Unknown 0
## 1813 Urban 97.58 24.3 Unknown 0
## 1814 Rural 58.66 16.4 never smoked 0
## 1815 Urban 88.24 32.6 Unknown 0
## 1816 Urban 61.32 23.7 smokes 0
## 1817 Urban 185.71 N/A Unknown 0
## 1818 Rural 62.99 27 formerly smoked 0
## 1819 Urban 86.04 25.6 smokes 0
## 1820 Rural 83.30 34 formerly smoked 0
## 1821 Urban 208.17 24.9 never smoked 0
## 1822 Rural 133.20 26.3 Unknown 0
## 1823 Rural 81.54 43.1 Unknown 0
## 1824 Rural 146.61 39.6 never smoked 0
## 1825 Urban 79.33 15.2 Unknown 0
## 1826 Rural 84.56 41.8 never smoked 0
## 1827 Rural 103.44 20.1 never smoked 0
## 1828 Urban 185.31 39.3 never smoked 0
## 1829 Urban 102.53 28.3 formerly smoked 0
## 1830 Urban 65.78 27.5 Unknown 0
## 1831 Rural 62.60 33.9 never smoked 0
## 1832 Rural 81.18 20 Unknown 0
## 1833 Rural 76.68 34.8 smokes 0
## 1834 Urban 92.86 20.7 formerly smoked 0
## 1835 Urban 90.95 24.6 smokes 0
## 1836 Urban 85.66 39.4 never smoked 0
## 1837 Urban 88.20 N/A smokes 0
## 1838 Urban 203.04 N/A smokes 0
## 1839 Rural 68.37 29.4 smokes 0
## 1840 Urban 77.32 24.8 Unknown 0
## 1841 Rural 187.87 32.3 never smoked 0
## 1842 Rural 213.87 25.3 never smoked 0
## 1843 Rural 119.62 39 Unknown 0
## 1844 Urban 222.85 29.4 formerly smoked 0
## 1845 Rural 100.82 31.9 Unknown 0
## 1846 Rural 136.10 26.4 Unknown 0
## 1847 Rural 149.42 20.6 Unknown 0
## 1848 Rural 79.99 26.3 never smoked 0
## 1849 Rural 118.21 23.6 Unknown 0
## 1850 Rural 56.30 18 Unknown 0
## 1851 Rural 84.49 26.4 never smoked 0
## 1852 Rural 89.61 22 never smoked 0
## 1853 Rural 100.09 30.5 Unknown 0
## 1854 Urban 198.36 29.1 smokes 0
## 1855 Rural 93.61 24.9 never smoked 0
## 1856 Rural 75.43 36.4 smokes 0
## 1857 Urban 100.31 31.2 smokes 0
## 1858 Rural 105.63 32.8 never smoked 0
## 1859 Rural 82.84 31.6 never smoked 0
## 1860 Urban 58.88 35.8 Unknown 0
## 1861 Urban 92.27 35.2 formerly smoked 0
## 1862 Urban 115.23 28 never smoked 0
## 1863 Urban 196.25 24.9 smokes 0
## 1864 Rural 85.97 35.7 Unknown 0
## 1865 Urban 114.33 30.7 smokes 0
## 1866 Rural 72.52 33.9 never smoked 0
## 1867 Rural 99.87 N/A formerly smoked 0
## 1868 Rural 63.47 27.8 Unknown 0
## 1869 Urban 90.58 23.2 Unknown 0
## 1870 Rural 92.26 17.1 Unknown 0
## 1871 Urban 113.74 31.6 smokes 0
## 1872 Urban 72.79 23.8 smokes 0
## 1873 Rural 94.71 29.6 smokes 0
## 1874 Rural 194.53 45 never smoked 0
## 1875 Urban 72.65 25.6 Unknown 0
## 1876 Urban 86.68 27.7 formerly smoked 0
## 1877 Rural 140.39 25.5 never smoked 0
## 1878 Rural 77.87 18.3 Unknown 0
## 1879 Rural 104.70 21 formerly smoked 0
## 1880 Urban 95.82 28.6 never smoked 0
## 1881 Urban 204.05 23.5 never smoked 0
## 1882 Urban 130.56 36.1 Unknown 0
## 1883 Urban 67.78 29.2 smokes 0
## 1884 Urban 105.29 27.6 formerly smoked 0
## 1885 Urban 135.19 36 smokes 0
## 1886 Urban 116.12 20.4 smokes 0
## 1887 Rural 59.63 19.9 never smoked 0
## 1888 Rural 56.43 29.2 formerly smoked 0
## 1889 Rural 199.18 27.9 never smoked 0
## 1890 Rural 209.26 38.1 formerly smoked 0
## 1891 Urban 91.21 24.1 never smoked 0
## 1892 Urban 95.16 37.8 formerly smoked 0
## 1893 Urban 217.11 29.1 never smoked 0
## 1894 Urban 222.46 35.7 never smoked 0
## 1895 Rural 70.96 N/A Unknown 0
## 1896 Rural 82.44 34.5 never smoked 0
## 1897 Rural 74.11 34.1 smokes 0
## 1898 Urban 131.23 21.1 Unknown 0
## 1899 Urban 187.52 57.7 never smoked 0
## 1900 Rural 83.26 22.2 never smoked 0
## 1901 Rural 99.07 20.5 Unknown 0
## 1902 Urban 76.63 26.2 never smoked 0
## 1903 Rural 65.09 23.5 never smoked 0
## 1904 Urban 142.31 29.1 smokes 0
## 1905 Urban 80.99 39.8 Unknown 0
## 1906 Rural 237.74 21.2 never smoked 0
## 1907 Urban 74.26 N/A formerly smoked 0
## 1908 Rural 154.08 20.2 formerly smoked 0
## 1909 Rural 78.29 30.8 never smoked 0
## 1910 Urban 164.67 33.8 Unknown 0
## 1911 Rural 59.61 17.1 Unknown 0
## 1912 Urban 67.75 21.3 formerly smoked 0
## 1913 Urban 92.73 N/A never smoked 0
## 1914 Urban 90.35 22.3 never smoked 0
## 1915 Rural 77.86 28.9 never smoked 0
## 1916 Rural 71.88 26.7 never smoked 0
## 1917 Urban 118.82 41 smokes 0
## 1918 Urban 67.33 16.7 Unknown 0
## 1919 Urban 121.66 29.1 smokes 0
## 1920 Rural 111.92 23.6 Unknown 0
## 1921 Urban 92.82 27.8 formerly smoked 0
## 1922 Rural 95.46 31.4 smokes 0
## 1923 Urban 59.99 28.2 never smoked 0
## 1924 Rural 68.96 30.8 Unknown 0
## 1925 Urban 90.26 36.1 never smoked 0
## 1926 Rural 91.90 32.7 formerly smoked 0
## 1927 Urban 91.08 26.4 never smoked 0
## 1928 Rural 118.55 20.7 Unknown 0
## 1929 Rural 102.04 18.5 Unknown 0
## 1930 Rural 65.52 33.5 Unknown 0
## 1931 Urban 82.09 14.1 never smoked 0
## 1932 Rural 149.90 23.4 Unknown 0
## 1933 Rural 100.33 23.2 never smoked 0
## 1934 Urban 91.25 36 Unknown 0
## 1935 Rural 89.81 35.6 never smoked 0
## 1936 Urban 97.32 21.8 smokes 0
## 1937 Rural 75.53 34.9 never smoked 0
## 1938 Rural 121.44 20.4 never smoked 0
## 1939 Urban 83.52 25 never smoked 0
## 1940 Rural 57.92 22.3 Unknown 0
## 1941 Rural 75.27 27.3 never smoked 0
## 1942 Urban 80.24 28.9 never smoked 0
## 1943 Urban 88.69 30.4 Unknown 0
## 1944 Urban 69.09 36.9 formerly smoked 0
## 1945 Rural 62.67 27.7 never smoked 0
## 1946 Urban 98.74 44.4 never smoked 0
## 1947 Rural 56.51 28.2 smokes 0
## 1948 Rural 65.95 35 never smoked 0
## 1949 Urban 129.07 20.6 Unknown 0
## 1950 Urban 62.47 26.5 never smoked 0
## 1951 Urban 69.82 25.1 never smoked 0
## 1952 Urban 99.68 22.2 Unknown 0
## 1953 Urban 223.35 27.3 formerly smoked 0
## 1954 Rural 74.36 27.3 never smoked 0
## 1955 Rural 102.97 41.9 formerly smoked 0
## 1956 Urban 153.38 38.8 never smoked 0
## 1957 Rural 87.10 18.3 never smoked 0
## 1958 Urban 113.40 19.5 Unknown 0
## 1959 Rural 94.88 17.2 Unknown 0
## 1960 Urban 82.73 20.8 Unknown 0
## 1961 Rural 67.80 23.8 Unknown 0
## 1962 Urban 84.85 24.7 never smoked 0
## 1963 Rural 135.89 23.1 formerly smoked 0
## 1964 Urban 106.13 22.4 never smoked 0
## 1965 Rural 74.33 29.9 smokes 0
## 1966 Rural 109.40 20 Unknown 0
## 1967 Rural 75.40 28.7 Unknown 0
## 1968 Rural 87.69 26.2 formerly smoked 0
## 1969 Urban 95.85 29.6 smokes 0
## 1970 Urban 90.36 30.8 formerly smoked 0
## 1971 Rural 63.45 32.7 formerly smoked 0
## 1972 Rural 201.07 21.8 Unknown 0
## 1973 Urban 122.91 35.7 never smoked 0
## 1974 Rural 55.41 25.4 Unknown 0
## 1975 Urban 60.99 32.8 Unknown 0
## 1976 Rural 111.77 21.1 Unknown 0
## 1977 Urban 77.63 31.7 never smoked 0
## 1978 Urban 70.61 20 never smoked 0
## 1979 Urban 124.34 34.7 formerly smoked 0
## 1980 Urban 103.44 28 never smoked 0
## 1981 Urban 124.50 16.4 Unknown 0
## 1982 Urban 208.06 N/A smokes 0
## 1983 Urban 75.50 24.6 never smoked 0
## 1984 Urban 98.85 24.6 never smoked 0
## 1985 Rural 96.06 30.3 Unknown 0
## 1986 Rural 93.74 23.7 Unknown 0
## 1987 Urban 65.60 33.5 never smoked 0
## 1988 Urban 113.24 24.9 Unknown 0
## 1989 Rural 94.77 48.9 Unknown 0
## 1990 Urban 145.22 31.4 Unknown 0
## 1991 Urban 112.92 18.4 Unknown 0
## 1992 Rural 84.79 24.2 formerly smoked 0
## 1993 Urban 103.28 34.3 smokes 0
## 1994 Urban 109.00 N/A Unknown 0
## 1995 Rural 96.18 25.1 never smoked 0
## 1996 Rural 186.95 33.3 never smoked 0
## 1997 Urban 68.66 22.6 Unknown 0
## 1998 Rural 128.72 26.3 smokes 0
## 1999 Urban 85.04 29.7 formerly smoked 0
## 2000 Rural 146.97 18.5 Unknown 0
## 2001 Urban 65.69 21.4 never smoked 0
## 2002 Rural 97.52 45.5 formerly smoked 0
## 2003 Rural 90.43 34.2 never smoked 0
## 2004 Urban 81.71 32.7 Unknown 0
## 2005 Rural 198.24 38.1 never smoked 0
## 2006 Rural 90.51 26.7 never smoked 0
## 2007 Urban 97.78 22.6 smokes 0
## 2008 Urban 80.74 27.7 Unknown 0
## 2009 Rural 57.02 20.7 Unknown 0
## 2010 Rural 93.00 25.7 never smoked 0
## 2011 Rural 95.37 17.3 Unknown 0
## 2012 Rural 96.25 23.3 formerly smoked 0
## 2013 Rural 86.74 16.2 Unknown 0
## 2014 Urban 63.08 20.5 smokes 0
## 2015 Urban 129.16 33.6 smokes 0
## 2016 Urban 99.79 20.2 Unknown 0
## 2017 Urban 83.34 49.3 never smoked 0
## 2018 Urban 95.01 26.2 formerly smoked 0
## 2019 Urban 229.21 30.1 smokes 0
## 2020 Urban 80.08 25.1 never smoked 0
## 2021 Rural 62.00 32.7 smokes 0
## 2022 Rural 118.69 26.4 Unknown 0
## 2023 Rural 77.57 21 Unknown 0
## 2024 Rural 108.75 24.1 Unknown 0
## 2025 Urban 108.23 20.4 Unknown 0
## 2026 Rural 151.33 30.9 formerly smoked 0
## 2027 Rural 82.43 39.1 Unknown 0
## 2028 Rural 107.17 27.7 Unknown 0
## 2029 Rural 91.46 29.5 never smoked 0
## 2030 Urban 81.05 30.3 Unknown 0
## 2031 Urban 73.02 N/A Unknown 0
## 2032 Urban 114.37 37.8 Unknown 0
## 2033 Urban 100.29 30.2 never smoked 0
## 2034 Urban 68.37 24.2 smokes 0
## 2035 Rural 87.95 25.2 never smoked 0
## 2036 Urban 73.27 22.2 smokes 0
## 2037 Rural 131.43 17.7 Unknown 0
## 2038 Urban 107.29 29.6 never smoked 0
## 2039 Rural 68.24 32.2 Unknown 0
## 2040 Urban 74.01 28.7 smokes 0
## 2041 Urban 95.40 19.5 Unknown 0
## 2042 Rural 95.75 38.5 smokes 0
## 2043 Urban 104.51 20.6 Unknown 0
## 2044 Rural 108.87 21.5 Unknown 0
## 2045 Urban 209.06 43.8 Unknown 0
## 2046 Rural 86.57 18 Unknown 0
## 2047 Urban 120.25 28.2 Unknown 0
## 2048 Rural 85.51 26.6 smokes 0
## 2049 Rural 84.18 35.5 never smoked 0
## 2050 Urban 82.37 30.7 never smoked 0
## 2051 Rural 96.15 18.7 Unknown 0
## 2052 Rural 74.55 22.4 never smoked 0
## 2053 Urban 114.45 25.2 smokes 0
## 2054 Rural 113.68 24.2 never smoked 0
## 2055 Rural 107.91 20.5 never smoked 0
## 2056 Rural 83.85 24.5 never smoked 0
## 2057 Urban 101.30 24.8 Unknown 0
## 2058 Rural 72.13 42.6 never smoked 0
## 2059 Urban 94.98 23.8 never smoked 0
## 2060 Rural 228.42 42.3 formerly smoked 0
## 2061 Rural 93.90 42.2 never smoked 0
## 2062 Urban 93.13 26.1 Unknown 0
## 2063 Urban 121.60 22.8 never smoked 0
## 2064 Rural 84.40 42.3 formerly smoked 0
## 2065 Rural 82.13 28.5 never smoked 0
## 2066 Urban 73.33 23 never smoked 0
## 2067 Urban 75.88 32.8 Unknown 0
## 2068 Rural 212.97 49.8 formerly smoked 0
## 2069 Rural 100.41 23.8 never smoked 0
## 2070 Urban 202.05 31.7 smokes 0
## 2071 Urban 71.42 34.9 smokes 0
## 2072 Rural 107.50 54 never smoked 0
## 2073 Rural 55.57 26.8 formerly smoked 0
## 2074 Urban 58.14 21.3 never smoked 0
## 2075 Rural 78.53 19.8 Unknown 0
## 2076 Urban 78.79 42.4 smokes 0
## 2077 Urban 96.62 16.4 Unknown 0
## 2078 Rural 65.28 28.2 never smoked 0
## 2079 Rural 92.67 26.3 formerly smoked 0
## 2080 Rural 206.25 17 Unknown 0
## 2081 Urban 114.18 23.3 never smoked 0
## 2082 Rural 231.69 56.1 formerly smoked 0
## 2083 Rural 101.89 25.1 smokes 0
## 2084 Urban 107.22 35.3 smokes 0
## 2085 Rural 101.99 36.3 never smoked 0
## 2086 Rural 72.56 30.4 formerly smoked 0
## 2087 Urban 94.47 43.9 never smoked 0
## 2088 Urban 98.76 26.4 smokes 0
## 2089 Rural 116.93 28.3 never smoked 0
## 2090 Rural 219.96 42.3 never smoked 0
## 2091 Urban 75.77 38 never smoked 0
## 2092 Urban 124.35 32.7 Unknown 0
## 2093 Urban 88.97 28.8 never smoked 0
## 2094 Rural 72.49 38.5 never smoked 0
## 2095 Rural 107.27 30.1 Unknown 0
## 2096 Rural 97.96 31.3 never smoked 0
## 2097 Urban 197.69 28.4 smokes 0
## 2098 Rural 112.30 26.6 Unknown 0
## 2099 Urban 75.77 20.4 formerly smoked 0
## 2100 Urban 76.51 34.7 Unknown 0
## 2101 Urban 93.14 32.5 never smoked 0
## 2102 Rural 80.84 30.7 Unknown 0
## 2103 Rural 199.88 29.6 formerly smoked 0
## 2104 Rural 77.48 N/A formerly smoked 0
## 2105 Rural 65.34 39.4 never smoked 0
## 2106 Urban 81.96 N/A formerly smoked 0
## 2107 Urban 98.71 26.1 formerly smoked 0
## 2108 Rural 170.22 27.2 formerly smoked 0
## 2109 Urban 73.50 41.3 smokes 0
## 2110 Rural 72.39 N/A smokes 0
## 2111 Urban 102.96 20.9 formerly smoked 0
## 2112 Urban 80.72 41.5 formerly smoked 0
## 2113 Urban 74.19 31.1 formerly smoked 0
## 2114 Urban 77.12 24.5 formerly smoked 0
## 2115 Urban 81.20 23 Unknown 0
## 2116 Rural 114.76 24.7 never smoked 0
## 2117 Urban 109.97 19.3 Unknown 0
## 2118 Urban 92.87 37 never smoked 0
## 2119 Urban 113.05 31 smokes 0
## 2120 Urban 68.24 33.1 formerly smoked 0
## 2121 Rural 74.35 26.6 smokes 0
## 2122 Urban 91.08 27.7 never smoked 0
## 2123 Urban 88.83 40.3 smokes 0
## 2124 Rural 134.33 19.5 Unknown 0
## 2125 Rural 208.78 26.7 Unknown 0
## 2126 Rural 66.17 26.1 never smoked 0
## 2127 Rural 222.29 38.2 never smoked 0
## 2128 Rural 114.16 21.3 smokes 0
## 2129 Rural 61.67 97.6 Unknown 0
## 2130 Rural 220.36 40.9 formerly smoked 0
## 2131 Urban 76.03 27.3 never smoked 0
## 2132 Urban 73.06 20.9 never smoked 0
## 2133 Urban 187.88 29.2 formerly smoked 0
## 2134 Urban 79.89 17.9 Unknown 0
## 2135 Rural 79.02 38 Unknown 0
## 2136 Rural 191.66 26.1 smokes 0
## 2137 Urban 76.74 53.9 Unknown 0
## 2138 Urban 72.29 22.2 Unknown 0
## 2139 Urban 92.59 24.6 formerly smoked 0
## 2140 Rural 80.42 33.4 formerly smoked 0
## 2141 Rural 62.47 34.4 formerly smoked 0
## 2142 Rural 63.94 17.6 never smoked 0
## 2143 Rural 77.73 19.2 never smoked 0
## 2144 Rural 115.79 31.8 Unknown 0
## 2145 Urban 96.30 28.1 smokes 0
## 2146 Rural 107.46 32.1 never smoked 0
## 2147 Rural 108.33 17.4 never smoked 0
## 2148 Rural 89.37 20.2 never smoked 0
## 2149 Urban 93.64 23.4 Unknown 0
## 2150 Urban 217.75 39.5 never smoked 0
## 2151 Rural 83.44 21.5 Unknown 0
## 2152 Rural 93.88 24.3 smokes 0
## 2153 Urban 55.34 15.3 Unknown 0
## 2154 Rural 102.61 32.4 Unknown 0
## 2155 Rural 62.08 16.1 Unknown 0
## 2156 Rural 81.76 34.3 formerly smoked 0
## 2157 Urban 59.20 43.8 never smoked 0
## 2158 Urban 55.61 19.6 Unknown 0
## 2159 Urban 226.88 36.7 formerly smoked 0
## 2160 Urban 65.66 33.7 never smoked 0
## 2161 Urban 58.70 38.9 smokes 0
## 2162 Urban 186.40 28 never smoked 0
## 2163 Urban 122.32 23.9 Unknown 0
## 2164 Urban 59.05 16.6 Unknown 0
## 2165 Urban 149.13 42.9 smokes 0
## 2166 Urban 82.39 17.1 never smoked 0
## 2167 Rural 169.49 27.2 Unknown 0
## 2168 Rural 80.25 30.3 formerly smoked 0
## 2169 Urban 203.81 33.9 formerly smoked 0
## 2170 Urban 170.76 20 Unknown 0
## 2171 Rural 80.85 19.4 Unknown 0
## 2172 Rural 120.58 21.5 never smoked 0
## 2173 Rural 86.57 28.5 formerly smoked 0
## 2174 Urban 90.01 34.4 smokes 0
## 2175 Rural 68.84 43.7 formerly smoked 0
## 2176 Rural 155.14 13.7 Unknown 0
## 2177 Urban 158.48 33.7 formerly smoked 0
## 2178 Rural 92.56 18 Unknown 0
## 2179 Rural 90.15 27.9 formerly smoked 0
## 2180 Rural 80.09 21.8 never smoked 0
## 2181 Rural 189.44 35.8 never smoked 0
## 2182 Rural 70.03 23.1 smokes 0
## 2183 Rural 249.29 30.3 smokes 0
## 2184 Rural 72.52 32 Unknown 0
## 2185 Urban 96.93 25 smokes 0
## 2186 Urban 211.35 30.7 formerly smoked 0
## 2187 Rural 85.87 24.3 Unknown 0
## 2188 Rural 60.96 11.5 never smoked 0
## 2189 Urban 120.09 30.7 never smoked 0
## 2190 Urban 92.13 33.7 never smoked 0
## 2191 Urban 83.07 26.5 smokes 0
## 2192 Rural 77.67 17.6 Unknown 0
## 2193 Urban 109.51 N/A never smoked 0
## 2194 Urban 97.24 22.5 never smoked 0
## 2195 Rural 127.29 18.5 Unknown 0
## 2196 Urban 134.80 22.4 never smoked 0
## 2197 Urban 74.65 25.3 formerly smoked 0
## 2198 Urban 85.84 37.3 never smoked 0
## 2199 Urban 90.43 39.7 smokes 0
## 2200 Urban 74.35 28 never smoked 0
## 2201 Urban 206.59 41.4 smokes 0
## 2202 Urban 196.33 25.3 never smoked 0
## 2203 Rural 70.23 28.1 never smoked 0
## 2204 Urban 242.94 41.2 never smoked 0
## 2205 Rural 103.06 28.8 never smoked 0
## 2206 Urban 80.86 31 smokes 0
## 2207 Urban 114.32 28.3 smokes 0
## 2208 Urban 83.91 23.9 Unknown 0
## 2209 Rural 152.02 44.2 formerly smoked 0
## 2210 Rural 75.19 27.6 never smoked 0
## 2211 Urban 60.61 35.7 formerly smoked 0
## 2212 Rural 89.14 37.4 formerly smoked 0
## 2213 Urban 97.23 27.5 Unknown 0
## 2214 Rural 135.19 23.4 never smoked 0
## 2215 Urban 78.48 25.8 formerly smoked 0
## 2216 Rural 97.24 N/A Unknown 0
## 2217 Urban 75.92 22.8 never smoked 0
## 2218 Urban 93.30 19.5 Unknown 0
## 2219 Urban 97.39 38 Unknown 0
## 2220 Rural 134.61 23.4 never smoked 0
## 2221 Rural 104.02 29.5 never smoked 0
## 2222 Urban 56.90 28.2 never smoked 0
## 2223 Rural 112.66 14.2 Unknown 0
## 2224 Rural 226.75 28.9 Unknown 0
## 2225 Rural 76.28 31.4 formerly smoked 0
## 2226 Urban 90.01 32.4 formerly smoked 0
## 2227 Rural 107.84 22 formerly smoked 0
## 2228 Rural 71.06 26.4 never smoked 0
## 2229 Urban 185.00 26.1 never smoked 0
## 2230 Rural 104.42 37.6 smokes 0
## 2231 Urban 89.57 18.8 Unknown 0
## 2232 Rural 136.20 23.8 Unknown 0
## 2233 Urban 128.23 49.4 never smoked 0
## 2234 Rural 104.23 23.8 smokes 0
## 2235 Urban 133.82 20.4 never smoked 0
## 2236 Rural 80.82 40.3 never smoked 0
## 2237 Rural 102.35 23.6 never smoked 0
## 2238 Rural 88.48 34.3 never smoked 0
## 2239 Rural 88.81 32.7 Unknown 0
## 2240 Rural 75.09 28.7 never smoked 0
## 2241 Urban 199.83 24.5 Unknown 0
## 2242 Rural 73.69 24.8 Unknown 0
## 2243 Urban 111.27 23.2 Unknown 0
## 2244 Rural 68.44 23 smokes 0
## 2245 Urban 65.36 39.3 never smoked 0
## 2246 Urban 94.12 20.1 never smoked 0
## 2247 Rural 96.24 25.4 never smoked 0
## 2248 Rural 91.25 23.8 Unknown 0
## 2249 Rural 77.29 28.4 never smoked 0
## 2250 Rural 125.09 15.4 Unknown 0
## 2251 Urban 107.18 28.2 never smoked 0
## 2252 Urban 130.07 26 never smoked 0
## 2253 Urban 57.30 41.5 never smoked 0
## 2254 Rural 101.35 32.2 never smoked 0
## 2255 Rural 94.03 25.7 never smoked 0
## 2256 Urban 227.81 33 formerly smoked 0
## 2257 Urban 66.67 35 smokes 0
## 2258 Urban 240.81 27.4 never smoked 0
## 2259 Urban 88.02 16.4 Unknown 0
## 2260 Urban 152.87 31.5 Unknown 0
## 2261 Urban 96.04 29.2 Unknown 0
## 2262 Urban 60.35 25.9 formerly smoked 0
## 2263 Urban 118.66 32.3 never smoked 0
## 2264 Urban 89.03 N/A smokes 0
## 2265 Urban 58.51 30.4 formerly smoked 0
## 2266 Urban 96.04 45.1 formerly smoked 0
## 2267 Rural 110.92 25.9 Unknown 0
## 2268 Rural 92.72 36.6 never smoked 0
## 2269 Rural 108.23 18.6 Unknown 0
## 2270 Rural 56.34 27.5 Unknown 0
## 2271 Rural 61.83 31.3 never smoked 0
## 2272 Rural 131.99 37.5 never smoked 0
## 2273 Rural 136.81 23.1 smokes 0
## 2274 Rural 239.28 35 never smoked 0
## 2275 Urban 131.30 27 never smoked 0
## 2276 Rural 117.75 29.8 never smoked 0
## 2277 Urban 78.46 23.5 Unknown 0
## 2278 Rural 83.53 48.5 formerly smoked 0
## 2279 Rural 145.50 31.8 formerly smoked 0
## 2280 Urban 88.33 20 Unknown 0
## 2281 Rural 101.25 29.4 formerly smoked 0
## 2282 Urban 131.43 24.3 never smoked 0
## 2283 Rural 231.50 45.4 never smoked 0
## 2284 Rural 82.89 29.5 never smoked 0
## 2285 Rural 192.37 49.2 never smoked 0
## 2286 Rural 79.64 N/A smokes 0
## 2287 Rural 82.88 29.4 Unknown 0
## 2288 Rural 99.40 29.1 never smoked 0
## 2289 Urban 77.75 38.8 smokes 0
## 2290 Rural 75.03 23.4 never smoked 0
## 2291 Rural 220.47 48.7 never smoked 0
## 2292 Rural 196.91 19.7 Unknown 0
## 2293 Urban 180.80 20.3 never smoked 0
## 2294 Urban 247.48 33.5 smokes 0
## 2295 Urban 216.00 36.7 smokes 0
## 2296 Urban 75.64 24.4 never smoked 0
## 2297 Urban 95.07 38.8 formerly smoked 0
## 2298 Urban 129.97 44.2 smokes 0
## 2299 Urban 124.26 33.4 never smoked 0
## 2300 Urban 87.92 32.5 Unknown 0
## 2301 Rural 85.15 15.1 Unknown 0
## 2302 Rural 95.36 21.5 smokes 0
## 2303 Urban 87.16 30.4 formerly smoked 0
## 2304 Rural 219.39 33.4 smokes 0
## 2305 Urban 71.92 18.2 Unknown 0
## 2306 Urban 167.66 18.7 Unknown 0
## 2307 Rural 87.21 38.4 Unknown 0
## 2308 Rural 220.47 36.4 smokes 0
## 2309 Urban 80.47 20.6 Unknown 0
## 2310 Urban 89.95 48.9 formerly smoked 0
## 2311 Rural 111.32 18.2 Unknown 0
## 2312 Urban 65.01 17 Unknown 0
## 2313 Urban 110.07 31.8 never smoked 0
## 2314 Urban 60.56 33 never smoked 0
## 2315 Urban 89.83 24.7 smokes 0
## 2316 Rural 90.35 28.1 Unknown 0
## 2317 Urban 71.50 40.3 smokes 0
## 2318 Urban 71.71 35.2 smokes 0
## 2319 Urban 173.96 31.2 formerly smoked 0
## 2320 Urban 96.06 37.6 never smoked 0
## 2321 Urban 113.20 38.7 smokes 0
## 2322 Rural 106.03 N/A Unknown 0
## 2323 Rural 111.38 N/A smokes 0
## 2324 Rural 73.29 28.1 smokes 0
## 2325 Urban 65.71 29.2 smokes 0
## 2326 Rural 60.41 31.1 Unknown 0
## 2327 Urban 89.11 24.1 never smoked 0
## 2328 Urban 63.32 18.7 formerly smoked 0
## 2329 Urban 85.68 39.6 never smoked 0
## 2330 Urban 162.93 15.7 Unknown 0
## 2331 Rural 89.22 53.8 Unknown 0
## 2332 Rural 91.68 32.4 formerly smoked 0
## 2333 Urban 198.33 42.7 smokes 0
## 2334 Rural 85.81 18.6 Unknown 0
## 2335 Rural 79.59 31.4 smokes 0
## 2336 Rural 106.74 33.7 formerly smoked 0
## 2337 Urban 191.33 24.5 never smoked 0
## 2338 Rural 59.52 33.7 never smoked 0
## 2339 Rural 206.52 35.4 smokes 0
## 2340 Rural 80.07 N/A never smoked 0
## 2341 Rural 64.92 22.5 Unknown 0
## 2342 Urban 80.00 33.6 never smoked 0
## 2343 Urban 75.06 29.7 Unknown 0
## 2344 Urban 112.20 N/A never smoked 0
## 2345 Urban 91.18 25.7 never smoked 0
## 2346 Rural 85.81 20.2 formerly smoked 0
## 2347 Urban 148.37 22.7 never smoked 0
## 2348 Rural 64.55 17.4 Unknown 0
## 2349 Rural 97.31 22.2 Unknown 0
## 2350 Rural 111.15 23.8 never smoked 0
## 2351 Urban 80.97 28.7 never smoked 0
## 2352 Rural 89.88 33.1 formerly smoked 0
## 2353 Rural 62.66 28 formerly smoked 0
## 2354 Urban 122.25 16.7 Unknown 0
## 2355 Rural 87.08 27.1 never smoked 0
## 2356 Rural 85.00 26.4 smokes 0
## 2357 Urban 100.49 23.7 smokes 0
## 2358 Urban 145.37 33.3 Unknown 0
## 2359 Urban 112.19 18.9 Unknown 0
## 2360 Rural 79.73 25.5 smokes 0
## 2361 Rural 101.13 35.9 formerly smoked 0
## 2362 Urban 101.98 23.2 Unknown 0
## 2363 Rural 98.39 22.2 smokes 0
## 2364 Rural 128.04 34 smokes 0
## 2365 Urban 98.12 20.4 Unknown 0
## 2366 Urban 216.96 34.5 Unknown 0
## 2367 Rural 94.92 31.9 Unknown 0
## 2368 Rural 83.27 19.8 formerly smoked 0
## 2369 Rural 96.86 29 Unknown 0
## 2370 Rural 99.73 36.7 formerly smoked 0
## 2371 Rural 91.71 21.3 Unknown 0
## 2372 Rural 65.77 23.7 smokes 0
## 2373 Urban 161.57 25.7 smokes 0
## 2374 Rural 74.32 34 never smoked 0
## 2375 Rural 170.93 30.7 Unknown 0
## 2376 Urban 74.43 44.8 never smoked 0
## 2377 Rural 86.36 27.7 formerly smoked 0
## 2378 Rural 97.06 23.2 Unknown 0
## 2379 Rural 110.38 30.1 Unknown 0
## 2380 Rural 79.03 29.3 Unknown 0
## 2381 Rural 62.48 29.5 never smoked 0
## 2382 Rural 55.62 25.8 never smoked 0
## 2383 Rural 84.90 26.2 never smoked 0
## 2384 Rural 232.81 28.8 Unknown 0
## 2385 Rural 86.55 29.8 smokes 0
## 2386 Rural 118.61 26.5 never smoked 0
## 2387 Rural 80.21 27.8 formerly smoked 0
## 2388 Rural 65.96 29 never smoked 0
## 2389 Urban 61.34 19.1 Unknown 0
## 2390 Urban 116.60 17.1 Unknown 0
## 2391 Urban 85.13 24.6 Unknown 0
## 2392 Rural 86.32 18.3 Unknown 0
## 2393 Rural 69.22 42.8 never smoked 0
## 2394 Urban 140.93 46.5 Unknown 0
## 2395 Urban 83.43 38.4 Unknown 0
## 2396 Urban 207.95 26 formerly smoked 0
## 2397 Rural 134.29 26.8 smokes 0
## 2398 Urban 115.12 21.1 Unknown 0
## 2399 Urban 86.25 29 never smoked 0
## 2400 Rural 112.94 43 never smoked 0
## 2401 Rural 73.54 36.6 smokes 0
## 2402 Urban 80.86 27.5 Unknown 0
## 2403 Rural 83.91 40.2 Unknown 0
## 2404 Rural 69.91 37.1 never smoked 0
## 2405 Rural 95.62 32 smokes 0
## 2406 Urban 63.95 32.2 never smoked 0
## 2407 Rural 122.50 20.6 Unknown 0
## 2408 Rural 86.00 24.1 never smoked 0
## 2409 Urban 120.27 25 never smoked 0
## 2410 Urban 56.71 25.2 Unknown 0
## 2411 Rural 131.63 27.6 never smoked 0
## 2412 Urban 79.36 48.8 never smoked 0
## 2413 Urban 120.77 27.6 never smoked 0
## 2414 Rural 100.42 39.5 smokes 0
## 2415 Urban 155.86 27.2 smokes 0
## 2416 Rural 66.01 26.3 smokes 0
## 2417 Urban 86.99 28.9 smokes 0
## 2418 Urban 90.55 30 never smoked 0
## 2419 Rural 229.58 23.7 Unknown 0
## 2420 Urban 60.06 25.5 smokes 0
## 2421 Rural 65.66 24.6 formerly smoked 0
## 2422 Urban 104.70 20.7 smokes 0
## 2423 Urban 113.86 36.4 never smoked 0
## 2424 Rural 99.49 23.4 Unknown 0
## 2425 Urban 165.99 32.3 never smoked 0
## 2426 Urban 114.99 18.8 Unknown 0
## 2427 Urban 79.58 15.5 Unknown 0
## 2428 Rural 77.37 21.4 never smoked 0
## 2429 Urban 93.55 31.7 never smoked 0
## 2430 Urban 187.22 29.7 Unknown 0
## 2431 Rural 167.59 34.3 formerly smoked 0
## 2432 Urban 98.03 22.1 smokes 0
## 2433 Urban 88.79 21.5 Unknown 0
## 2434 Urban 92.90 30.4 smokes 0
## 2435 Urban 117.34 21.6 never smoked 0
## 2436 Urban 80.75 30.9 never smoked 0
## 2437 Rural 77.51 21.9 Unknown 0
## 2438 Urban 105.63 19.2 Unknown 0
## 2439 Urban 114.34 30.3 smokes 0
## 2440 Rural 227.04 23 smokes 0
## 2441 Urban 87.56 24.1 never smoked 0
## 2442 Urban 84.47 52.7 smokes 0
## 2443 Rural 96.26 27.6 Unknown 0
## 2444 Rural 116.64 23.9 Unknown 0
## 2445 Urban 79.57 26.9 never smoked 0
## 2446 Rural 78.44 23.9 never smoked 0
## 2447 Urban 64.15 40.5 never smoked 0
## 2448 Urban 74.50 32 never smoked 0
## 2449 Urban 70.32 20.5 Unknown 0
## 2450 Urban 84.48 44.5 never smoked 0
## 2451 Urban 144.08 16.2 formerly smoked 0
## 2452 Rural 78.14 35.8 never smoked 0
## 2453 Urban 133.58 24 never smoked 0
## 2454 Urban 214.42 33.9 formerly smoked 0
## 2455 Urban 80.63 36 smokes 0
## 2456 Rural 233.71 22.9 never smoked 0
## 2457 Urban 96.00 44.5 smokes 0
## 2458 Urban 74.52 17.5 Unknown 0
## 2459 Rural 131.40 32.3 never smoked 0
## 2460 Urban 216.40 30.3 never smoked 0
## 2461 Rural 108.80 33.5 Unknown 0
## 2462 Urban 97.06 30.9 never smoked 0
## 2463 Rural 266.59 25.5 never smoked 0
## 2464 Rural 55.58 30 never smoked 0
## 2465 Urban 65.87 32.2 formerly smoked 0
## 2466 Urban 89.28 21.7 smokes 0
## 2467 Urban 56.12 24.7 Unknown 0
## 2468 Urban 74.70 28.8 formerly smoked 0
## 2469 Urban 83.06 27 Unknown 0
## 2470 Urban 227.94 26 Unknown 0
## 2471 Rural 84.88 27.1 never smoked 0
## 2472 Urban 64.20 18.5 Unknown 0
## 2473 Rural 137.22 18.8 Unknown 0
## 2474 Urban 81.44 31.5 formerly smoked 0
## 2475 Rural 90.26 18.1 Unknown 0
## 2476 Urban 68.48 24.3 never smoked 0
## 2477 Urban 100.02 28 never smoked 0
## 2478 Urban 100.61 N/A Unknown 0
## 2479 Urban 156.82 17.3 Unknown 0
## 2480 Urban 81.66 17.2 Unknown 0
## 2481 Rural 112.22 26.9 Unknown 0
## 2482 Urban 90.62 22.4 Unknown 0
## 2483 Rural 72.49 25.8 never smoked 0
## 2484 Urban 107.47 21.3 Unknown 0
## 2485 Rural 92.11 43 never smoked 0
## 2486 Rural 70.54 24.4 formerly smoked 0
## 2487 Rural 205.00 30.1 never smoked 0
## 2488 Rural 126.39 21.3 smokes 0
## 2489 Rural 89.72 17.8 Unknown 0
## 2490 Urban 92.08 28.4 smokes 0
## 2491 Urban 85.38 23.4 Unknown 0
## 2492 Rural 95.25 24.3 never smoked 0
## 2493 Rural 75.91 27.8 Unknown 0
## 2494 Rural 203.44 30.5 formerly smoked 0
## 2495 Urban 243.73 N/A smokes 0
## 2496 Urban 88.23 25.8 Unknown 0
## 2497 Rural 97.47 26.7 never smoked 0
## 2498 Rural 59.28 28.1 never smoked 0
## 2499 Rural 101.15 22.2 Unknown 0
## 2500 Urban 68.38 25.1 Unknown 0
## 2501 Rural 55.46 20.9 never smoked 0
## 2502 Urban 113.87 28.9 never smoked 0
## 2503 Urban 67.03 N/A never smoked 0
## 2504 Rural 96.35 35.9 never smoked 0
## 2505 Urban 127.21 29.8 smokes 0
## 2506 Urban 78.90 26.7 never smoked 0
## 2507 Urban 59.91 28.4 formerly smoked 0
## 2508 Urban 160.94 26.7 smokes 0
## 2509 Rural 59.61 32.5 Unknown 0
## 2510 Urban 87.94 43.8 never smoked 0
## 2511 Rural 97.55 28.3 formerly smoked 0
## 2512 Urban 116.02 36.6 formerly smoked 0
## 2513 Rural 127.32 33.1 smokes 0
## 2514 Urban 75.50 27 smokes 0
## 2515 Urban 79.35 23.6 Unknown 0
## 2516 Rural 176.25 N/A never smoked 0
## 2517 Rural 108.56 21.8 never smoked 0
## 2518 Urban 168.06 23.5 smokes 0
## 2519 Urban 75.52 28.7 formerly smoked 0
## 2520 Rural 82.15 31.6 formerly smoked 0
## 2521 Urban 200.28 31.9 formerly smoked 0
## 2522 Rural 62.44 25.2 smokes 0
## 2523 Rural 84.31 25.9 smokes 0
## 2524 Rural 221.43 32.5 Unknown 0
## 2525 Urban 165.47 28.1 Unknown 0
## 2526 Rural 96.69 27.4 smokes 0
## 2527 Urban 63.98 21.2 formerly smoked 0
## 2528 Urban 145.03 26.8 formerly smoked 0
## 2529 Urban 98.53 18.5 never smoked 0
## 2530 Urban 105.55 N/A smokes 0
## 2531 Rural 134.23 30.6 Unknown 0
## 2532 Rural 62.48 19.9 Unknown 0
## 2533 Urban 213.38 N/A Unknown 0
## 2534 Rural 70.52 26.5 formerly smoked 0
## 2535 Urban 93.21 43.8 never smoked 0
## 2536 Rural 82.39 31.8 Unknown 0
## 2537 Rural 88.29 36.6 smokes 0
## 2538 Rural 80.18 22.9 formerly smoked 0
## 2539 Rural 84.02 18.7 never smoked 0
## 2540 Rural 69.72 29.6 never smoked 0
## 2541 Urban 192.16 43.6 never smoked 0
## 2542 Rural 82.27 N/A never smoked 0
## 2543 Urban 101.87 20.3 never smoked 0
## 2544 Rural 77.55 21.3 Unknown 0
## 2545 Urban 215.72 39.2 smokes 0
## 2546 Rural 87.84 52.8 Unknown 0
## 2547 Rural 91.93 30.2 never smoked 0
## 2548 Urban 58.63 35.3 never smoked 0
## 2549 Urban 173.14 37 smokes 0
## 2550 Urban 106.83 32.1 formerly smoked 0
## 2551 Urban 84.44 30.5 formerly smoked 0
## 2552 Urban 92.16 22.8 never smoked 0
## 2553 Urban 85.96 34.5 formerly smoked 0
## 2554 Rural 202.57 37.4 never smoked 0
## 2555 Rural 65.41 19.5 Unknown 0
## 2556 Urban 102.51 55.7 Unknown 0
## 2557 Rural 62.60 30.4 Unknown 0
## 2558 Urban 150.10 25.3 never smoked 0
## 2559 Rural 94.15 23.1 smokes 0
## 2560 Urban 65.50 30.7 never smoked 0
## 2561 Urban 81.31 18.8 never smoked 0
## 2562 Rural 78.96 28.6 never smoked 0
## 2563 Rural 123.47 27.5 Unknown 0
## 2564 Urban 90.40 26.5 never smoked 0
## 2565 Urban 71.59 40.3 never smoked 0
## 2566 Rural 209.50 37.9 formerly smoked 0
## 2567 Urban 86.60 17.1 Unknown 0
## 2568 Urban 57.43 53.5 formerly smoked 0
## 2569 Rural 87.93 33.6 never smoked 0
## 2570 Rural 203.16 43.4 Unknown 0
## 2571 Rural 112.12 30.5 never smoked 0
## 2572 Urban 92.02 38.1 never smoked 0
## 2573 Rural 60.98 29.9 formerly smoked 0
## 2574 Urban 86.35 32.7 never smoked 0
## 2575 Rural 71.26 28.6 Unknown 0
## 2576 Urban 72.61 38.5 never smoked 0
## 2577 Urban 110.78 22.9 never smoked 0
## 2578 Urban 99.78 38 never smoked 0
## 2579 Rural 201.45 43.8 smokes 0
## 2580 Urban 127.78 20.8 Unknown 0
## 2581 Rural 121.32 26.8 never smoked 0
## 2582 Urban 83.89 25.5 never smoked 0
## 2583 Rural 74.06 N/A never smoked 0
## 2584 Urban 206.15 25.4 never smoked 0
## 2585 Rural 102.90 26.7 Unknown 0
## 2586 Urban 65.48 50.5 never smoked 0
## 2587 Urban 123.23 21.3 Unknown 0
## 2588 Rural 71.30 34.7 never smoked 0
## 2589 Rural 79.05 17.9 Unknown 0
## 2590 Rural 102.21 36.3 never smoked 0
## 2591 Urban 105.22 18.4 Unknown 0
## 2592 Rural 84.58 34.5 Unknown 0
## 2593 Urban 77.30 33.4 never smoked 0
## 2594 Rural 74.79 19.4 Unknown 0
## 2595 Rural 88.75 25.6 Unknown 0
## 2596 Rural 97.97 24.5 never smoked 0
## 2597 Rural 79.18 30 Unknown 0
## 2598 Urban 81.33 28.9 never smoked 0
## 2599 Urban 126.68 28.1 never smoked 0
## 2600 Urban 196.61 23 never smoked 0
## 2601 Urban 219.92 33.5 formerly smoked 0
## 2602 Rural 79.16 34.8 formerly smoked 0
## 2603 Urban 99.68 17.6 formerly smoked 0
## 2604 Urban 79.55 21.1 formerly smoked 0
## 2605 Rural 87.86 29 formerly smoked 0
## 2606 Urban 76.92 15.8 Unknown 0
## 2607 Rural 77.24 41.2 Unknown 0
## 2608 Urban 120.94 29.7 formerly smoked 0
## 2609 Rural 77.66 40.8 never smoked 0
## 2610 Rural 231.95 33.2 never smoked 0
## 2611 Urban 111.48 37 smokes 0
## 2612 Urban 84.25 24.5 Unknown 0
## 2613 Rural 216.38 34.5 never smoked 0
## 2614 Rural 95.01 28 never smoked 0
## 2615 Urban 105.74 26.8 formerly smoked 0
## 2616 Rural 58.41 21 Unknown 0
## 2617 Urban 56.89 23.8 smokes 0
## 2618 Urban 86.25 29.3 never smoked 0
## 2619 Rural 86.49 24.4 Unknown 0
## 2620 Rural 115.47 22.6 Unknown 0
## 2621 Rural 92.22 22.8 Unknown 0
## 2622 Rural 83.16 29.7 smokes 0
## 2623 Rural 110.68 32.4 formerly smoked 0
## 2624 Rural 70.06 35.8 Unknown 0
## 2625 Urban 213.33 31.1 formerly smoked 0
## 2626 Urban 93.52 31.9 Unknown 0
## 2627 Rural 87.62 33.7 smokes 0
## 2628 Rural 77.67 25.6 never smoked 0
## 2629 Rural 95.66 19.9 smokes 0
## 2630 Urban 172.33 45.3 formerly smoked 0
## 2631 Urban 106.59 15.5 Unknown 0
## 2632 Urban 87.06 28.3 never smoked 0
## 2633 Rural 93.02 40.2 formerly smoked 0
## 2634 Urban 243.59 24.3 never smoked 0
## 2635 Urban 86.70 24.6 Unknown 0
## 2636 Rural 97.81 26.6 formerly smoked 0
## 2637 Urban 116.04 30.9 never smoked 0
## 2638 Urban 169.43 23.5 formerly smoked 0
## 2639 Rural 68.41 23.9 smokes 0
## 2640 Rural 94.44 34.2 Unknown 0
## 2641 Urban 73.48 34.9 smokes 0
## 2642 Rural 183.87 26.2 never smoked 0
## 2643 Rural 66.08 36.2 never smoked 0
## 2644 Rural 72.19 22.4 Unknown 0
## 2645 Rural 101.09 19.3 smokes 0
## 2646 Urban 88.83 41.7 never smoked 0
## 2647 Rural 69.99 46 smokes 0
## 2648 Urban 102.40 26.9 smokes 0
## 2649 Rural 87.26 40.1 smokes 0
## 2650 Urban 146.59 27.7 Unknown 0
## 2651 Rural 59.00 29.5 Unknown 0
## 2652 Urban 76.83 26 never smoked 0
## 2653 Urban 101.83 22.7 Unknown 0
## 2654 Urban 90.92 16 never smoked 0
## 2655 Urban 67.50 27.7 smokes 0
## 2656 Urban 97.16 33.1 Unknown 0
## 2657 Urban 85.62 33.1 formerly smoked 0
## 2658 Rural 129.43 29.7 never smoked 0
## 2659 Urban 106.01 34 smokes 0
## 2660 Rural 114.82 33.3 Unknown 0
## 2661 Urban 121.39 27 Unknown 0
## 2662 Urban 227.98 14.2 Unknown 0
## 2663 Urban 78.97 19.4 never smoked 0
## 2664 Urban 84.12 15.3 Unknown 0
## 2665 Urban 95.04 28.7 never smoked 0
## 2666 Rural 103.15 21 smokes 0
## 2667 Urban 82.91 28.9 formerly smoked 0
## 2668 Urban 70.93 20.3 Unknown 0
## 2669 Rural 153.60 28 formerly smoked 0
## 2670 Urban 129.43 29.6 never smoked 0
## 2671 Rural 81.00 30.2 formerly smoked 0
## 2672 Rural 71.81 22.2 Unknown 0
## 2673 Urban 84.46 28.4 formerly smoked 0
## 2674 Rural 101.32 29.6 formerly smoked 0
## 2675 Urban 62.56 28.6 never smoked 0
## 2676 Urban 208.20 32.6 formerly smoked 0
## 2677 Urban 199.42 29 never smoked 0
## 2678 Urban 91.28 30.1 Unknown 0
## 2679 Urban 77.99 31.2 formerly smoked 0
## 2680 Urban 190.13 20.7 never smoked 0
## 2681 Urban 149.68 45.1 never smoked 0
## 2682 Rural 92.30 14.8 Unknown 0
## 2683 Rural 235.54 37.4 formerly smoked 0
## 2684 Rural 84.46 19.9 Unknown 0
## 2685 Rural 68.70 16 Unknown 0
## 2686 Urban 178.89 27.4 Unknown 0
## 2687 Rural 227.74 33.4 smokes 0
## 2688 Rural 100.66 18.5 Unknown 0
## 2689 Urban 73.62 33.4 Unknown 0
## 2690 Rural 100.05 20.8 smokes 0
## 2691 Rural 213.80 22 never smoked 0
## 2692 Rural 103.94 32.5 smokes 0
## 2693 Urban 84.20 19.2 Unknown 0
## 2694 Urban 250.80 32.9 never smoked 0
## 2695 Rural 112.29 23.5 Unknown 0
## 2696 Urban 65.98 21.7 never smoked 0
## 2697 Urban 99.10 29.1 Unknown 0
## 2698 Rural 217.84 N/A never smoked 0
## 2699 Urban 104.34 30.3 Unknown 0str(D)## 'data.frame': 2699 obs. of 12 variables:
## $ id : int 9046 51676 31112 60182 1665 56669 53882 10434 27419 60491 ...
## $ gender : chr "Male" "Female" "Male" "Female" ...
## $ age : num 67 61 80 49 79 81 74 69 59 78 ...
## $ hypertension : int 0 0 0 0 1 0 1 0 0 0 ...
## $ heart_disease : int 1 0 1 0 0 0 1 0 0 0 ...
## $ ever_married : chr "Yes" "Yes" "Yes" "Yes" ...
## $ work_type : chr "Private" "Self-employed" "Private" "Private" ...
## $ Residence_type : chr "Urban" "Rural" "Rural" "Urban" ...
## $ avg_glucose_level: num 229 202 106 171 174 ...
## $ bmi : chr "36.6" "N/A" "32.5" "34.4" ...
## $ smoking_status : chr "formerly smoked" "never smoked" "never smoked" "smokes" ...
## $ stroke : int 1 1 1 1 1 1 1 1 1 1 ...summary(D)## id gender age hypertension
## Min. : 77 Length:2699 Min. : 0.08 Min. :0.0000
## 1st Qu.:17504 Class :character 1st Qu.:26.50 1st Qu.:0.0000
## Median :36486 Mode :character Median :47.00 Median :0.0000
## Mean :36357 Mean :44.67 Mean :0.1074
## 3rd Qu.:54632 3rd Qu.:63.00 3rd Qu.:0.0000
## Max. :72918 Max. :82.00 Max. :1.0000
## heart_disease ever_married work_type Residence_type
## Min. :0.00000 Length:2699 Length:2699 Length:2699
## 1st Qu.:0.00000 Class :character Class :character Class :character
## Median :0.00000 Mode :character Mode :character Mode :character
## Mean :0.06336
## 3rd Qu.:0.00000
## Max. :1.00000
## avg_glucose_level bmi smoking_status stroke
## Min. : 55.22 Length:2699 Length:2699 Min. :0.00000
## 1st Qu.: 77.96 Class :character Class :character 1st Qu.:0.00000
## Median : 93.14 Mode :character Mode :character Median :0.00000
## Mean :108.71 Mean :0.09226
## 3rd Qu.:117.72 3rd Qu.:0.00000
## Max. :271.74 Max. :1.00000library(ggplot2)## Warning: package 'ggplot2' was built under R version 4.3.1library(dplyr)## Warning: package 'dplyr' was built under R version 4.3.1##
## Attaching package: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionsummary(D)## id gender age hypertension
## Min. : 77 Length:2699 Min. : 0.08 Min. :0.0000
## 1st Qu.:17504 Class :character 1st Qu.:26.50 1st Qu.:0.0000
## Median :36486 Mode :character Median :47.00 Median :0.0000
## Mean :36357 Mean :44.67 Mean :0.1074
## 3rd Qu.:54632 3rd Qu.:63.00 3rd Qu.:0.0000
## Max. :72918 Max. :82.00 Max. :1.0000
## heart_disease ever_married work_type Residence_type
## Min. :0.00000 Length:2699 Length:2699 Length:2699
## 1st Qu.:0.00000 Class :character Class :character Class :character
## Median :0.00000 Mode :character Mode :character Mode :character
## Mean :0.06336
## 3rd Qu.:0.00000
## Max. :1.00000
## avg_glucose_level bmi smoking_status stroke
## Min. : 55.22 Length:2699 Length:2699 Min. :0.00000
## 1st Qu.: 77.96 Class :character Class :character 1st Qu.:0.00000
## Median : 93.14 Mode :character Mode :character Median :0.00000
## Mean :108.71 Mean :0.09226
## 3rd Qu.:117.72 3rd Qu.:0.00000
## Max. :271.74 Max. :1.00000View(D)#CHƯƠNG 2
#Chọn biến định lượng làm biến phụ thuộc
Đối với biến định tính tôi chọn biến smoking_status làm biến phu thuộc Tôi chọn biến tính smoking_status làm biến phụ thuộc, với lý do tôi muốn biết hút thuốc có gây ra nguy cơ đột quỵ ở con người hay không, qua đó đánh giá được những tiềm ẩn gây hại mà hút thuốc gây ra
#Chọn biến định lượng làm biến phụ thuộc
Đối với biến địnhlượng tôi chọn biến heart_disease làm biến phu thuộc.
#CHƯƠNG 2.THỐNG KÊ MÔ TẢ
##2.1 THỐNG KÊ MÔ TẢ CHO TỪNG BIẾN
#2.1.1 Biến Gender
table(D$gender)##
## Female Male
## 1558 1141table(D$gender)/sum(table(D$gender))##
## Female Male
## 0.5772508 0.4227492library(ggplot2)
D |> ggplot(aes(x = gender, y = after_stat(count))) +
geom_bar(fill = 'pink') +
geom_text(aes(label = scales::percent(after_stat(count/sum(count)))), stat = 'count', color = 'black', vjust = - .5) +
theme_classic() +
labs(x = 'gender', y = 'Number of passenger')
Nhận xét: Trong 2699 người thì có: 1558 người là nữ 1141 người là nam
###2.1.2 Biến heart_disease
table(D$heart_disease)##
## 0 1
## 2528 171table(D$ heart_disease )/sum(table(D$heart_disease))##
## 0 1
## 0.9366432 0.0633568library(ggplot2)
D |> ggplot(aes(x =heart_disease, y = after_stat(count))) +
geom_bar(fill = 'pink') +
geom_text(aes(label = scales::percent(after_stat(count/sum(count)))), stat = 'count', color = 'black', vjust = - .5) +
theme_classic() +
labs(x = 'heart_disease', y = 'Number of passenger')
Nhận xét: Tổng số người khảo sát là 2699 người trong đó số bệnh nhân không mắc bệnh tim làm2528 người chiếm 94%, số người mắc bệnh tim là 171 người chiếm 6%
###2.1.3 Biến Residence_type
table(D$ Residence_type )##
## Rural Urban
## 1342 1357table(D$ Residence_type )/sum(table(D$ Residence_type ))##
## Rural Urban
## 0.4972212 0.5027788library(ggplot2)
D |> ggplot(aes(x = Residence_type , y = after_stat(count))) +
geom_bar(fill = 'pink') +
geom_text(aes(label = scales::percent(after_stat(count/sum(count)))), stat = 'count', color = 'black', vjust = - .5) +
theme_classic() +
labs(x = ' Residence_type ', y = 'Number of passenger')
Nhận xét: Tổng số người khảo sát là 2699 người trong đó có 1342 người ở nông thôn và 1357 người ở thành thị
###2.1.4 Biến stroke
table(D$stroke )##
## 0 1
## 2450 249table(D$stroke )/sum(table(D$ stroke ))##
## 0 1
## 0.90774361 0.09225639D |> ggplot(aes(x =stroke, y = after_stat(count))) +
geom_bar(fill = 'pink') +
geom_text(aes(label = scales::percent(after_stat(count/sum(count)))), stat = 'count', color = 'black', vjust = - .5) +
theme_classic() +
labs(x = 'stroke', y = 'Number of passenger')
Nhận xét: Trong tổng số 2699 người khảo sát thì có 2450 người không măc bệnh (chiếm 91%) và có 249 người mắc bệnh ( chiếm 9%)
###2.1.5 Biến smoking_status
table(D$smoking_status )##
## formerly smoked never smoked smokes Unknown
## 473 999 433 794table(D$smoking_status )/sum(table(D$smoking_status))##
## formerly smoked never smoked smokes Unknown
## 0.1752501 0.3701371 0.1604298 0.2941830D |> ggplot(aes(x =smoking_status, y = after_stat(count))) +
geom_bar(fill = 'pink') +
geom_text(aes(label = scales::percent(after_stat(count/sum(count)))), stat = 'count', color = 'black', vjust = - .5) +
theme_classic() +
labs(x = 'smoking_status', y = 'Number of passenger')
Nhận xét: Trong 2699 người thì có 473 ngườitrước đây đã hút thuốc, có 999 người không bao giờ hút thuốc,433 người hút thuốc và 794 người chưa có thông tin
###2.1.6 Biến hypertension
table(D$hypertension )##
## 0 1
## 2409 290table(D$hypertension )/sum(table(D$hypertension ))##
## 0 1
## 0.8925528 0.1074472D |> ggplot(aes(x =heart_disease, y = after_stat(count))) +
geom_bar(fill = 'pink') +
geom_text(aes(label = scales::percent(after_stat(count/sum(count)))), stat = 'count', color = 'black', vjust = - .5) +
theme_classic() +
labs(x = 'hypertension ', y = 'Number of passenger')
Nhận xét: Trong tổng số 2699 người khảo sát thì có 2409 người không không tăng huyết áp (chiếm 94%) và có 290 người tăng huyết áp
##2.2Bảng thống kê mô tả 2 biến
cpp <- table(D$smoking_status, D$heart_disease)
cpp <- prop.table(cpp)
addmargins(cpp)##
## 0 1 Sum
## formerly smoked 0.15672471 0.01852538 0.17525009
## never smoked 0.35050019 0.01963690 0.37013709
## smokes 0.14672101 0.01370878 0.16042979
## Unknown 0.28269730 0.01148574 0.29418303
## Sum 0.93664320 0.06335680 1.00000000Nhận xét
###Rủi ro tương quan
library(DescTools)## Warning: package 'DescTools' was built under R version 4.3.1cpp <- table(D$smoking_status, D$heart_disease)
addmargins(cpp)##
## 0 1 Sum
## formerly smoked 423 50 473
## never smoked 946 53 999
## smokes 396 37 433
## Unknown 763 31 794
## Sum 2528 171 2699cpp <- table(D$smoking_status, D$heart_disease)
library(epitools)
riskratio(cpp,rev = 'c')## $data
##
## 1 0 Total
## formerly smoked 50 423 473
## never smoked 53 946 999
## smokes 37 396 433
## Unknown 31 763 794
## Total 171 2528 2699
##
## $measure
## risk ratio with 95% C.I.
## estimate lower upper
## formerly smoked 1.000000 NA NA
## never smoked 1.058879 1.0231914 1.095812
## smokes 1.022652 0.9803008 1.066834
## Unknown 1.074545 1.0386166 1.111717
##
## $p.value
## two-sided
## midp.exact fisher.exact chi.square
## formerly smoked NA NA NA
## never smoked 3.460793e-04 4.083183e-04 2.171506e-04
## smokes 3.042510e-01 3.119907e-01 3.012353e-01
## Unknown 4.837711e-06 4.662601e-06 2.707341e-06
##
## $correction
## [1] FALSE
##
## attr(,"method")
## [1] "Unconditional MLE & normal approximation (Wald) CI"Nhận xét ##2.3 Thống kê suy diễn
###Biến stroke và biến hypertension
cpp <- table(D$smoking_status, D$hypertension)
cpp##
## 0 1
## formerly smoked 408 65
## never smoked 856 143
## smokes 381 52
## Unknown 764 30chisq.test(cpp)##
## Pearson's Chi-squared test
##
## data: cpp
## X-squared = 58.606, df = 3, p-value = 1.167e-12###biến stroke và biến heart_disease
cpp <- table(D$smoking_status, D$heart_disease)
cpp##
## 0 1
## formerly smoked 423 50
## never smoked 946 53
## smokes 396 37
## Unknown 763 31chisq.test(cpp)##
## Pearson's Chi-squared test
##
## data: cpp
## X-squared = 27.555, df = 3, p-value = 4.503e-06Nhận xét Nhận xét:Kết quả kiểm định cho thấy p- value > 0,05 nên ta bác bỏ H0 . Vậy smoking_status và hypertension có liên quan với nhau . ssw
cpp <- table(D$stroke, D$smoking_status)
cpp##
## formerly smoked never smoked smokes Unknown
## 0 403 909 391 747
## 1 70 90 42 47chisq.test(cpp)##
## Pearson's Chi-squared test
##
## data: cpp
## X-squared = 28.082, df = 3, p-value = 3.492e-06#Mô hình
fit1 <- glm(factor(stroke) ~ gender+age+hypertension+heart_disease+ever_married+work_type+smoking_status, family = binomial(link = 'logit'), data = D)
summary(fit1)##
## Call:
## glm(formula = factor(stroke) ~ gender + age + hypertension +
## heart_disease + ever_married + work_type + smoking_status,
## family = binomial(link = "logit"), data = D)
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) -5.51874 0.74469 -7.411 1.26e-13 ***
## genderMale -0.01323 0.14985 -0.088 0.92966
## age 0.07634 0.00599 12.745 < 2e-16 ***
## hypertension 0.54659 0.17448 3.133 0.00173 **
## heart_disease 0.30559 0.20484 1.492 0.13575
## ever_marriedYes -0.21531 0.24029 -0.896 0.37023
## work_typeGovt_job -0.87334 0.83104 -1.051 0.29331
## work_typeNever_worked -11.03658 483.43815 -0.023 0.98179
## work_typePrivate -0.89471 0.81395 -1.099 0.27168
## work_typeSelf-employed -1.15814 0.83825 -1.382 0.16709
## smoking_statusnever smoked -0.29098 0.18625 -1.562 0.11821
## smoking_statussmokes -0.03410 0.22627 -0.151 0.88020
## smoking_statusUnknown -0.19643 0.21982 -0.894 0.37156
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 1661.1 on 2698 degrees of freedom
## Residual deviance: 1292.6 on 2686 degrees of freedom
## AIC: 1318.6
##
## Number of Fisher Scoring iterations: 14