id,gender,age,hypertension,heart_disease,ever_married,work_type,Residence_type,avg_glucose_level,bmi,smoking_status,stroke 9046,Male,67,0,1,Yes,Private,Urban,228.69,36.6,formerly smoked,1 51676,Female,61,0,0,Yes,Self-employed,Rural,202.21,N/A,never smoked,1 31112,Male,80,0,1,Yes,Private,Rural,105.92,32.5,never smoked,1 60182,Female,49,0,0,Yes,Private,Urban,171.23,34.4,smokes,1 1665,Female,79,1,0,Yes,Self-employed,Rural,174.12,24,never smoked,1 56669,Male,81,0,0,Yes,Private,Urban,186.21,29,formerly smoked,1 53882,Male,74,1,1,Yes,Private,Rural,70.09,27.4,never smoked,1 10434,Female,69,0,0,No,Private,Urban,94.39,22.8,never smoked,1 27419,Female,59,0,0,Yes,Private,Rural,76.15,N/A,Unknown,1 60491,Female,78,0,0,Yes,Private,Urban,58.57,24.2,Unknown,1 12109,Female,81,1,0,Yes,Private,Rural,80.43,29.7,never smoked,1 12095,Female,61,0,1,Yes,Govt_job,Rural,120.46,36.8,smokes,1 12175,Female,54,0,0,Yes,Private,Urban,104.51,27.3,smokes,1 8213,Male,78,0,1,Yes,Private,Urban,219.84,N/A,Unknown,1 5317,Female,79,0,1,Yes,Private,Urban,214.09,28.2,never smoked,1 58202,Female,50,1,0,Yes,Self-employed,Rural,167.41,30.9,never smoked,1 56112,Male,64,0,1,Yes,Private,Urban,191.61,37.5,smokes,1 34120,Male,75,1,0,Yes,Private,Urban,221.29,25.8,smokes,1 27458,Female,60,0,0,No,Private,Urban,89.22,37.8,never smoked,1 25226,Male,57,0,1,No,Govt_job,Urban,217.08,N/A,Unknown,1 70630,Female,71,0,0,Yes,Govt_job,Rural,193.94,22.4,smokes,1 13861,Female,52,1,0,Yes,Self-employed,Urban,233.29,48.9,never smoked,1 68794,Female,79,0,0,Yes,Self-employed,Urban,228.7,26.6,never smoked,1 64778,Male,82,0,1,Yes,Private,Rural,208.3,32.5,Unknown,1 4219,Male,71,0,0,Yes,Private,Urban,102.87,27.2,formerly smoked,1 70822,Male,80,0,0,Yes,Self-employed,Rural,104.12,23.5,never smoked,1 38047,Female,65,0,0,Yes,Private,Rural,100.98,28.2,formerly smoked,1 61843,Male,58,0,0,Yes,Private,Rural,189.84,N/A,Unknown,1 54827,Male,69,0,1,Yes,Self-employed,Urban,195.23,28.3,smokes,1 69160,Male,59,0,0,Yes,Private,Rural,211.78,N/A,formerly smoked,1 43717,Male,57,1,0,Yes,Private,Urban,212.08,44.2,smokes,1 33879,Male,42,0,0,Yes,Private,Rural,83.41,25.4,Unknown,1 39373,Female,82,1,0,Yes,Self-employed,Urban,196.92,22.2,never smoked,1 54401,Male,80,0,1,Yes,Self-employed,Urban,252.72,30.5,formerly smoked,1 14248,Male,48,0,0,No,Govt_job,Urban,84.2,29.7,never smoked,1 712,Female,82,1,1,No,Private,Rural,84.03,26.5,formerly smoked,1 47269,Male,74,0,0,Yes,Private,Rural,219.72,33.7,formerly smoked,1 24977,Female,72,1,0,Yes,Private,Rural,74.63,23.1,formerly smoked,1 47306,Male,58,0,0,No,Private,Rural,92.62,32,Unknown,1 62602,Female,49,0,0,Yes,Private,Urban,60.91,29.9,never smoked,1 4651,Male,78,0,0,Yes,Private,Rural,78.03,23.9,formerly smoked,1 1261,Male,54,0,0,Yes,Private,Urban,71.22,28.5,never smoked,1 61960,Male,82,0,1,Yes,Private,Urban,144.9,26.4,smokes,1 1845,Female,63,0,0,Yes,Private,Urban,90.9,N/A,formerly smoked,1 7937,Male,60,1,0,Yes,Govt_job,Urban,213.03,20.2,smokes,1 19824,Male,76,1,0,Yes,Private,Rural,243.58,33.6,never smoked,1 37937,Female,75,0,1,No,Self-employed,Urban,109.78,N/A,Unknown,1 47472,Female,58,0,0,Yes,Private,Urban,107.26,38.6,formerly smoked,1 35626,Male,81,0,0,Yes,Self-employed,Urban,99.33,33.7,never smoked,1 36338,Female,39,1,0,Yes,Private,Rural,58.09,39.2,smokes,1 18587,Female,76,0,0,No,Private,Urban,89.96,N/A,Unknown,1 15102,Male,78,1,0,Yes,Private,Urban,75.32,N/A,formerly smoked,1 59190,Female,79,0,1,Yes,Private,Rural,127.29,27.7,never smoked,1 47167,Female,77,1,0,Yes,Self-employed,Urban,124.13,31.4,never smoked,1 8752,Female,63,0,0,Yes,Govt_job,Urban,197.54,N/A,never smoked,1 25831,Male,63,0,1,Yes,Private,Rural,196.71,36.5,formerly smoked,1 38829,Female,82,0,0,Yes,Private,Rural,59.32,33.2,never smoked,1 66400,Male,78,0,0,Yes,Private,Urban,237.75,N/A,formerly smoked,1 58631,Male,73,1,0,Yes,Self-employed,Urban,194.99,32.8,never smoked,1 5111,Female,54,1,0,Yes,Govt_job,Urban,180.93,27.7,never smoked,1 10710,Female,56,0,0,Yes,Private,Urban,185.17,40.4,formerly smoked,1 55927,Female,80,1,0,Yes,Private,Rural,74.9,22.2,never smoked,1 65842,Female,67,1,0,Yes,Self-employed,Rural,61.94,25.3,smokes,1 19557,Female,45,0,0,Yes,Private,Rural,93.72,30.2,formerly smoked,1 7356,Male,75,0,0,Yes,Private,Urban,104.72,N/A,Unknown,1 17013,Male,78,1,0,No,Private,Urban,113.01,24,never smoked,1 17004,Female,70,0,0,Yes,Private,Urban,221.58,47.5,never smoked,1 72366,Male,76,0,0,Yes,Private,Urban,104.47,20.3,Unknown,1 6118,Male,59,0,0,Yes,Private,Urban,86.23,30,formerly smoked,1 7371,Female,80,1,0,Yes,Self-employed,Rural,72.67,28.9,never smoked,1 70676,Female,76,0,0,Yes,Govt_job,Rural,62.57,N/A,formerly smoked,1 2326,Female,67,1,0,Yes,Private,Rural,179.12,28.1,formerly smoked,1 27169,Female,66,1,0,Yes,Govt_job,Rural,116.55,31.1,formerly smoked,1 50784,Male,63,0,0,Yes,Private,Rural,228.56,27.4,never smoked,1 19773,Female,52,0,0,Yes,Private,Rural,96.59,26.4,never smoked,1 66159,Female,80,0,1,Yes,Self-employed,Rural,66.72,21.7,formerly smoked,1 36236,Male,80,1,0,Yes,Private,Urban,240.09,27,never smoked,1 71673,Female,79,0,0,Yes,Private,Urban,110.85,24.1,formerly smoked,1 45805,Female,51,0,0,Yes,Private,Urban,165.31,N/A,never smoked,1 42117,Male,43,0,0,Yes,Self-employed,Urban,143.43,45.9,Unknown,1 57419,Male,59,0,0,Yes,Private,Rural,96.16,44.1,Unknown,1 26015,Female,66,0,0,Yes,Self-employed,Urban,101.45,N/A,Unknown,1 26727,Female,79,0,0,No,Private,Rural,88.92,22.9,never smoked,1 66638,Female,68,1,0,No,Self-employed,Urban,79.79,29.7,never smoked,1 70042,Male,58,0,0,Yes,Private,Urban,71.2,N/A,Unknown,1 32399,Male,54,0,0,Yes,Private,Rural,96.97,29.1,smokes,1 3253,Male,61,0,1,Yes,Private,Rural,111.81,27.3,smokes,1 71796,Female,70,0,1,Yes,Private,Rural,59.35,32.3,formerly smoked,1 14499,Male,47,0,0,Yes,Private,Urban,86.94,41.1,formerly smoked,1 49130,Male,74,0,0,Yes,Private,Urban,98.55,25.6,Unknown,1 28291,Female,79,0,1,Yes,Private,Urban,226.98,29.8,never smoked,1 51169,Male,81,0,0,Yes,Private,Urban,72.81,26.3,never smoked,1 66315,Female,57,0,0,No,Self-employed,Urban,68.02,37.5,never smoked,1 37726,Female,80,1,0,Yes,Self-employed,Urban,68.56,26.2,Unknown,1 54385,Male,45,0,0,Yes,Private,Rural,64.14,29.4,never smoked,1 2458,Female,78,0,0,Yes,Private,Rural,235.63,32.3,never smoked,1 35512,Female,70,0,0,Yes,Self-employed,Rural,76.34,24.4,formerly smoked,1 56841,Male,58,0,1,Yes,Private,Rural,240.59,31.4,smokes,1 8154,Male,57,1,0,Yes,Govt_job,Urban,78.92,27.7,formerly smoked,1 4639,Female,69,0,0,Yes,Govt_job,Urban,82.81,28,never smoked,1 12363,Male,64,0,1,Yes,Govt_job,Urban,74.1,28.8,Unknown,1 63973,Female,77,0,0,Yes,Govt_job,Rural,190.32,31.4,never smoked,1 45277,Female,74,0,0,Yes,Private,Rural,231.61,34.6,formerly smoked,1 4712,Female,81,0,1,Yes,Self-employed,Rural,78.7,19.4,Unknown,1 33175,Female,57,0,0,Yes,Govt_job,Urban,110.52,28.5,Unknown,1 2346,Male,58,0,0,Yes,Private,Urban,82.3,N/A,smokes,1 42072,Female,50,1,0,Yes,Private,Rural,73.18,30.3,formerly smoked,1 12062,Female,54,0,0,Yes,Self-employed,Rural,191.82,40.4,smokes,1 30456,Female,79,0,0,Yes,Private,Rural,93.05,24.2,never smoked,1 59125,Female,53,0,0,Yes,Govt_job,Urban,64.17,41.5,never smoked,1 56546,Male,79,0,1,Yes,Private,Rural,129.98,22.6,formerly smoked,1 48405,Male,80,0,1,Yes,Private,Urban,68.53,24.2,smokes,1 36706,Female,76,0,0,Yes,Self-employed,Urban,106.41,N/A,formerly smoked,1 41069,Female,45,0,0,Yes,Private,Rural,224.1,56.6,never smoked,1 71639,Female,68,0,0,No,Govt_job,Urban,82.1,27.1,Unknown,1 53401,Male,71,1,1,No,Govt_job,Rural,216.94,30.9,never smoked,1 60744,Male,61,1,0,Yes,Self-employed,Rural,76.11,27.3,smokes,1 7547,Male,74,0,0,Yes,Private,Urban,72.96,31.3,smokes,1 31720,Female,38,0,0,No,Self-employed,Urban,82.28,24,formerly smoked,1 5563,Female,77,0,0,Yes,Private,Urban,105.22,31,never smoked,1 68798,Female,58,0,0,Yes,Private,Rural,59.86,28,formerly smoked,1 72918,Female,53,1,0,Yes,Private,Urban,62.55,30.3,Unknown,1 13491,Male,80,0,0,Yes,Private,Rural,259.63,31.7,smokes,1 44033,Male,56,1,0,Yes,Private,Rural,249.31,35.8,never smoked,1 14164,Female,72,0,0,Yes,Private,Urban,219.91,N/A,Unknown,1 50522,Female,72,0,0,Yes,Govt_job,Urban,131.41,28.4,never smoked,1 3352,Male,78,1,0,Yes,Self-employed,Urban,93.13,N/A,formerly smoked,1 70943,Female,80,0,0,Yes,Private,Urban,73.54,24,Unknown,1 37132,Male,82,0,0,Yes,Govt_job,Urban,200.59,29,formerly smoked,1 48796,Female,75,0,0,Yes,Govt_job,Urban,62.48,N/A,Unknown,1 53440,Female,73,1,0,Yes,Private,Rural,190.14,36.5,never smoked,1 16817,Female,78,1,0,No,Private,Urban,130.54,20.1,never smoked,1 69551,Male,69,1,0,No,Private,Rural,182.99,36.5,never smoked,1 31563,Female,38,0,0,Yes,Private,Rural,101.45,N/A,formerly smoked,1 20387,Female,68,1,0,Yes,Self-employed,Rural,206.09,26.7,never smoked,1 71279,Female,71,0,0,Yes,Govt_job,Urban,263.32,38.7,never smoked,1 55824,Male,76,0,0,Yes,Private,Urban,140.1,29.9,formerly smoked,1 11762,Female,76,0,0,Yes,Private,Urban,207.28,34.9,Unknown,1 29281,Male,76,1,0,Yes,Self-employed,Rural,194.37,27,formerly smoked,1 30683,Female,75,0,0,Yes,Private,Rural,199.2,26.6,Unknown,1 20439,Male,82,0,1,Yes,Govt_job,Rural,103.68,25,never smoked,1 45965,Female,59,0,0,Yes,Private,Rural,116.44,23.8,smokes,1 8045,Female,74,1,0,Yes,Private,Urban,70.28,21.8,never smoked,1 37651,Female,69,1,1,No,Self-employed,Urban,72.17,36.8,never smoked,1 17308,Female,72,1,0,Yes,Private,Urban,221.79,30,never smoked,1 67981,Male,66,0,0,Yes,Private,Urban,151.16,27.5,formerly smoked,1 41241,Male,65,0,0,Yes,Self-employed,Urban,68.43,N/A,formerly smoked,1 62861,Female,78,0,0,Yes,Private,Urban,67.29,24.6,never smoked,1 72081,Female,57,1,0,Yes,Govt_job,Rural,67.41,32.9,never smoked,1 58978,Female,70,0,1,Yes,Private,Rural,239.07,26.1,never smoked,1 11933,Female,79,0,0,Yes,Private,Rural,169.67,N/A,Unknown,1 46703,Male,68,0,1,Yes,Private,Urban,223.83,31.9,formerly smoked,1 32503,Female,80,0,0,Yes,Self-employed,Urban,76.57,34.1,never smoked,1 12482,Male,68,0,0,Yes,Self-employed,Urban,77.82,27.5,smokes,1 56939,Female,55,0,0,Yes,Self-employed,Rural,92.98,25.6,never smoked,1 24669,Female,77,0,1,Yes,Private,Rural,231.56,36.9,never smoked,1 43054,Female,50,0,0,Yes,Private,Rural,102.16,31.4,smokes,1 59437,Female,57,0,0,Yes,Private,Urban,221.89,37.3,smokes,1 66258,Female,71,0,0,Yes,Self-employed,Urban,195.71,34.1,formerly smoked,1 34567,Female,81,1,0,Yes,Self-employed,Rural,74.02,25,never smoked,1 50931,Female,76,0,0,Yes,Private,Urban,57.92,N/A,formerly smoked,1 16590,Male,71,0,1,Yes,Private,Urban,81.76,N/A,smokes,1 69768,Female,1.32,0,0,No,children,Urban,70.37,N/A,Unknown,1 20426,Female,78,1,0,No,Private,Urban,203.87,45.7,never smoked,1 3512,Female,70,1,0,Yes,Self-employed,Urban,89.13,34.2,formerly smoked,1 42899,Male,78,0,0,Yes,Self-employed,Urban,133.19,23.6,formerly smoked,1 63453,Female,56,0,0,Yes,Govt_job,Rural,162.23,27.3,Unknown,1 43364,Male,79,1,0,Yes,Private,Rural,75.02,N/A,never smoked,1 44993,Female,79,1,0,No,Govt_job,Urban,98.02,22.3,formerly smoked,1 210,Male,81,0,0,Yes,Self-employed,Rural,91.54,31.4,never smoked,1 28939,Male,64,0,0,Yes,Self-employed,Rural,111.98,N/A,formerly smoked,1 60739,Female,79,1,1,No,Self-employed,Rural,60.94,N/A,never smoked,1 67432,Female,60,0,0,Yes,Private,Urban,97.43,26.4,smokes,1 2182,Female,80,1,0,Yes,Self-employed,Rural,91.02,32.9,formerly smoked,1 40899,Female,78,0,0,Yes,Self-employed,Rural,60.67,N/A,formerly smoked,1 14431,Male,72,1,0,Yes,Self-employed,Rural,185.49,37.1,never smoked,1 62466,Female,80,0,0,Yes,Private,Urban,64.44,45,never smoked,1 36841,Male,78,1,0,Yes,Self-employed,Rural,56.11,25.5,formerly smoked,1 33486,Female,80,0,0,Yes,Govt_job,Urban,110.66,N/A,Unknown,1 65105,Male,81,0,0,Yes,Private,Urban,213.22,26.1,Unknown,1 54567,Female,46,0,0,Yes,Private,Urban,78.18,30.8,never smoked,1 66204,Male,59,0,0,Yes,Private,Urban,111.04,32,formerly smoked,1 39912,Female,32,0,0,Yes,Private,Rural,76.13,29.9,smokes,1 8003,Female,77,0,0,No,Private,Urban,81.32,N/A,Unknown,1 28378,Male,61,1,1,Yes,Private,Urban,112.24,37.4,smokes,1 41081,Male,63,0,0,Yes,Private,Rural,137.3,31.7,formerly smoked,1 16077,Male,63,0,1,Yes,Self-employed,Urban,116.69,34.5,formerly smoked,1 67895,Female,82,1,1,Yes,Govt_job,Urban,215.94,27.9,formerly smoked,1 30184,Male,82,0,0,Yes,Private,Rural,86.62,29.5,formerly smoked,1 66955,Male,61,0,1,Yes,Private,Urban,209.86,N/A,Unknown,1 24905,Female,65,0,0,Yes,Private,Urban,205.77,46,formerly smoked,1 66071,Male,51,1,0,Yes,Private,Urban,112.16,42.5,formerly smoked,1 36255,Male,59,0,0,Yes,Self-employed,Rural,118.03,35.5,smokes,1 69112,Male,68,1,1,Yes,Private,Rural,271.74,31.1,smokes,1 23410,Female,72,0,0,Yes,Private,Rural,97.92,26.9,smokes,1 64373,Male,59,0,0,Yes,Private,Urban,200.62,35.8,formerly smoked,1 58267,Male,70,1,0,Yes,Private,Rural,242.52,45.5,formerly smoked,1 35684,Male,69,0,0,Yes,Private,Rural,93.81,28.5,Unknown,1 18937,Male,79,0,0,Yes,Private,Rural,114.77,N/A,formerly smoked,1 491,Female,74,0,0,Yes,Self-employed,Urban,74.96,26.6,never smoked,1 54695,Male,74,0,0,Yes,Private,Urban,167.13,N/A,Unknown,1 68627,Male,80,1,1,Yes,Private,Urban,175.29,31.5,formerly smoked,1 8580,Female,77,0,0,Yes,Self-employed,Rural,90,32,never smoked,1 28484,Female,78,0,0,Yes,Self-employed,Rural,109.47,30.8,never smoked,1 62019,Male,54,0,0,Yes,Govt_job,Rural,87.85,31.1,smokes,1 51314,Female,78,0,0,Yes,Private,Urban,106.74,33,formerly smoked,1 37060,Female,81,0,0,Yes,Private,Rural,80.13,23.4,never smoked,1 35578,Male,78,0,0,No,Self-employed,Urban,90.19,26.9,never smoked,1 54921,Male,78,1,0,Yes,Self-employed,Rural,134.8,33.6,Unknown,1 33454,Female,63,0,0,Yes,Govt_job,Rural,106.58,23.9,Unknown,1 33943,Female,39,0,0,Yes,Private,Urban,83.24,26.3,never smoked,1 62439,Female,51,0,0,Yes,Govt_job,Rural,103.43,27.3,formerly smoked,1 31179,Male,63,0,0,Yes,Private,Urban,208.65,30.7,never smoked,1 66866,Female,48,0,0,Yes,Private,Urban,74.11,20.5,never smoked,1 2548,Female,81,0,0,Yes,Self-employed,Urban,95.84,21.5,never smoked,1 68025,Female,79,0,1,No,Private,Urban,205.33,31,smokes,1 2390,Male,78,0,0,Yes,Self-employed,Urban,116.1,27.1,never smoked,1 29552,Female,55,1,1,Yes,Private,Urban,210.4,40,smokes,1 25904,Female,76,1,1,Yes,Self-employed,Urban,199.86,N/A,smokes,1 31421,Male,73,0,1,Yes,Govt_job,Rural,219.73,28.6,never smoked,1 20463,Male,81,1,1,Yes,Private,Urban,250.89,28.1,smokes,1 68023,Male,79,0,0,Yes,Private,Rural,72.73,28.4,never smoked,1 12689,Female,63,0,0,Yes,Govt_job,Rural,205.35,42.2,formerly smoked,1 54724,Female,81,0,0,No,Govt_job,Urban,70.3,25.8,smokes,1 8899,Male,49,0,0,No,Private,Rural,104.86,31.9,smokes,1 39186,Female,57,0,1,Yes,Private,Urban,216.58,31,Unknown,1 32729,Female,81,0,0,Yes,Private,Rural,184.4,27.5,never smoked,1 39105,Male,74,0,0,Yes,Self-employed,Rural,60.98,N/A,never smoked,1 31154,Female,39,0,0,Yes,Self-employed,Urban,97.76,29.6,smokes,1 69959,Female,80,1,0,No,Private,Urban,66.03,35.4,never smoked,1 10552,Female,81,0,0,Yes,Self-employed,Rural,81.95,16.9,never smoked,1 12917,Female,79,0,0,Yes,Private,Urban,97.73,21.5,smokes,1 68356,Female,73,0,0,Yes,Self-employed,Urban,70.94,34.4,never smoked,1 23368,Female,77,1,0,Yes,Self-employed,Urban,199.84,28,formerly smoked,1 25974,Male,78,0,0,Yes,Self-employed,Urban,218.46,26.8,Unknown,1 1210,Female,68,0,0,Yes,Private,Rural,211.06,39.3,Unknown,1 28493,Male,57,0,0,Yes,Private,Urban,86.3,31.7,Unknown,1 36857,Male,77,0,0,Yes,Self-employed,Rural,162.14,32.6,formerly smoked,1 1836,Female,51,1,0,Yes,Private,Urban,88.2,28.4,never smoked,1 32221,Male,60,0,1,Yes,Private,Urban,91.92,35.9,smokes,1 10548,Male,66,0,0,Yes,Private,Rural,76.46,21.2,formerly smoked,1 52282,Male,57,0,0,Yes,Private,Rural,197.28,34.5,formerly smoked,1 45535,Male,68,0,0,Yes,Private,Rural,233.94,42.4,never smoked,1 40460,Female,68,1,1,Yes,Private,Urban,247.51,40.5,formerly smoked,1 17739,Male,57,0,0,Yes,Private,Rural,84.96,36.7,Unknown,1 49669,Female,14,0,0,No,children,Rural,57.93,30.9,Unknown,1 27153,Female,75,0,0,Yes,Self-employed,Rural,78.8,29.3,formerly smoked,1 34060,Male,71,1,0,Yes,Self-employed,Rural,87.8,N/A,Unknown,1 43424,Female,78,0,0,Yes,Private,Rural,78.81,19.6,Unknown,1 30669,Male,3,0,0,No,children,Rural,95.12,18,Unknown,0 30468,Male,58,1,0,Yes,Private,Urban,87.96,39.2,never smoked,0 16523,Female,8,0,0,No,Private,Urban,110.89,17.6,Unknown,0 56543,Female,70,0,0,Yes,Private,Rural,69.04,35.9,formerly smoked,0 46136,Male,14,0,0,No,Never_worked,Rural,161.28,19.1,Unknown,0 32257,Female,47,0,0,Yes,Private,Urban,210.95,50.1,Unknown,0 52800,Female,52,0,0,Yes,Private,Urban,77.59,17.7,formerly smoked,0 41413,Female,75,0,1,Yes,Self-employed,Rural,243.53,27,never smoked,0 15266,Female,32,0,0,Yes,Private,Rural,77.67,32.3,smokes,0 28674,Female,74,1,0,Yes,Self-employed,Urban,205.84,54.6,never smoked,0 10460,Female,79,0,0,Yes,Govt_job,Urban,77.08,35,Unknown,0 64908,Male,79,0,1,Yes,Private,Urban,57.08,22,formerly smoked,0 63884,Female,37,0,0,Yes,Private,Rural,162.96,39.4,never smoked,0 37893,Female,37,0,0,Yes,Private,Rural,73.5,26.1,formerly smoked,0 67855,Female,40,0,0,Yes,Private,Rural,95.04,42.4,never smoked,0 25774,Male,35,0,0,No,Private,Rural,85.37,33,never smoked,0 19584,Female,20,0,0,No,Private,Urban,84.62,19.7,smokes,0 24447,Female,42,0,0,Yes,Private,Rural,82.67,22.5,never smoked,0 49589,Female,44,0,0,Yes,Govt_job,Urban,57.33,24.6,smokes,0 17986,Female,79,0,1,Yes,Self-employed,Urban,67.84,25.2,smokes,0 29217,Female,65,1,0,Yes,Private,Rural,75.7,41.8,Unknown,0 72911,Female,57,1,0,Yes,Private,Rural,129.54,60.9,smokes,0 47175,Female,49,0,0,Yes,Private,Rural,60.22,31.5,smokes,0 4057,Male,71,0,0,Yes,Private,Urban,198.21,27.3,formerly smoked,0 48588,Female,59,0,0,Yes,Private,Urban,109.82,23.7,never smoked,0 70336,Female,25,0,0,Yes,Private,Urban,60.84,24.5,never smoked,0 66767,Female,67,0,0,Yes,Govt_job,Rural,94.61,28.4,smokes,0 45801,Female,38,0,0,No,Private,Rural,97.49,26.9,never smoked,0 36275,Female,54,0,0,Yes,Private,Rural,206.72,26.7,never smoked,0 11577,Female,70,0,0,Yes,Self-employed,Rural,214.45,31.2,never smoked,0 67210,Male,27,0,0,Yes,Self-employed,Urban,82.9,25,Unknown,0 29908,Female,47,0,0,Yes,Private,Urban,103.26,25.4,Unknown,0 45222,Male,58,1,0,No,Private,Urban,55.78,27.5,smokes,0 33759,Female,3,0,0,No,children,Urban,73.74,16,Unknown,0 40311,Female,58,0,0,Yes,Private,Urban,149.75,27,Unknown,0 26325,Male,14,0,0,No,Govt_job,Urban,82.34,31.6,Unknown,0 65460,Female,32,0,0,Yes,Private,Rural,62.6,25.1,formerly smoked,0 36811,Female,23,0,0,No,Private,Urban,94.09,30.9,never smoked,0 71750,Female,55,0,0,Yes,Private,Urban,55.42,24.8,Unknown,0 70970,Female,17,0,0,No,Self-employed,Urban,82.18,23.4,Unknown,0 42203,Male,59,0,0,Yes,Private,Urban,117.92,29.4,smokes,0 55680,Male,13,0,0,No,children,Urban,114.84,18.3,Unknown,0 11014,Male,4,0,0,No,children,Rural,79.17,20,Unknown,0 44338,Female,16,0,0,No,children,Rural,110.63,19.5,Unknown,0 20980,Male,67,0,0,Yes,Private,Urban,190.7,36,formerly smoked,0 34974,Female,22,0,0,No,Private,Rural,79.81,27.7,Unknown,0 71379,Female,45,0,0,Yes,Govt_job,Urban,113.63,27.5,smokes,0 58261,Female,66,0,0,Yes,Private,Rural,141.24,28.5,never smoked,0 67318,Male,58,1,0,Yes,Govt_job,Rural,56.96,26.8,smokes,0 28526,Male,69,0,0,Yes,Self-employed,Rural,203.04,33.6,never smoked,0 8831,Female,58,0,0,Yes,Private,Rural,94.3,29.1,Unknown,0 65199,Female,53,0,0,Yes,Self-employed,Urban,81.51,28.5,Unknown,0 43454,Female,78,0,0,No,Self-employed,Urban,137.74,34.9,formerly smoked,0 7282,Male,44,0,0,Yes,Private,Rural,81.84,25.1,never smoked,0 18518,Male,66,0,0,Yes,Private,Rural,242.3,35.3,smokes,0 41648,Male,27,0,0,Yes,Private,Rural,102.64,26.4,smokes,0 49003,Male,43,0,0,Yes,Private,Urban,146.01,31.5,smokes,0 16371,Female,13,0,0,No,children,Urban,75.42,40.1,Unknown,0 42807,Male,51,0,0,Yes,Govt_job,Urban,220.49,43.1,Unknown,0 40181,Female,30,0,0,Yes,Private,Urban,61.45,36.7,smokes,0 66174,Male,46,0,0,Yes,Self-employed,Rural,88.19,29.3,formerly smoked,0 45538,Female,43,0,0,Yes,Self-employed,Rural,115.22,21.2,Unknown,0 6319,Female,79,0,0,Yes,Private,Urban,97.93,31.2,Unknown,0 68249,Female,27,0,0,Yes,Private,Rural,85.6,21.4,Unknown,0 55232,Female,38,0,0,Yes,Private,Rural,79.83,27.9,smokes,0 11120,Female,78,1,0,Yes,Private,Urban,218.46,34.3,never smoked,0 41940,Male,57,0,1,Yes,Private,Rural,62.2,31,formerly smoked,0 72214,Male,61,0,0,Yes,Self-employed,Urban,69.15,27.7,formerly smoked,0 37089,Female,37,1,0,Yes,Self-employed,Rural,127.71,36,never smoked,0 68614,Female,48,0,0,Yes,Private,Rural,216.7,38.7,formerly smoked,0 1686,Female,29,0,0,No,Private,Urban,71.89,27.6,never smoked,0 22284,Male,22,0,0,No,Private,Rural,103.56,25.1,Unknown,0 39038,Male,11,0,0,No,children,Rural,79.03,16.5,Unknown,0 21956,Female,22,0,0,No,Private,Urban,69.94,22.8,Unknown,0 52134,Male,53,0,0,Yes,Private,Rural,90.12,35.4,Unknown,0 30171,Male,27,0,0,No,Govt_job,Urban,95.1,24.3,formerly smoked,0 4480,Male,76,0,0,Yes,Private,Rural,234.58,34.3,formerly smoked,0 2982,Female,57,1,0,Yes,Private,Rural,235.85,40.1,never smoked,0 65535,Male,8,0,0,No,children,Rural,78.05,25.7,Unknown,0 29865,Female,21,0,0,No,Private,Rural,89.44,21.9,smokes,0 54918,Female,18,0,0,No,Private,Rural,111.38,38.4,smokes,0 59368,Female,78,0,0,Yes,Private,Urban,243.5,26.1,never smoked,0 65836,Female,78,1,0,Yes,Private,Urban,182.2,30.5,formerly smoked,0 21130,Male,33,0,0,Yes,Self-employed,Urban,229.92,25.9,smokes,0 1703,Female,52,0,0,Yes,Private,Urban,82.24,54.7,formerly smoked,0 16934,Female,51,0,0,Yes,Self-employed,Rural,89.84,29.9,Unknown,0 28799,Male,11,0,0,No,children,Rural,90.69,18.6,Unknown,0 32689,Female,48,0,0,Yes,Private,Urban,84.38,27.1,Unknown,0 56357,Female,82,0,1,No,Private,Urban,215.6,24.9,never smoked,0 18051,Female,54,0,0,Yes,Govt_job,Rural,91.61,25.2,never smoked,0 40840,Female,49,0,0,Yes,Private,Rural,138.16,19.4,never smoked,0 10449,Female,24,0,0,Yes,Private,Urban,75.23,29,never smoked,0 38805,Female,37,0,0,Yes,Private,Rural,75.18,48.2,formerly smoked,0 31091,Male,34,0,1,Yes,Private,Urban,106.23,N/A,formerly smoked,0 45053,Male,64,0,0,Yes,Govt_job,Urban,239.64,34.6,formerly smoked,0 61837,Female,66,0,0,Yes,Self-employed,Urban,58.95,24.6,never smoked,0 9487,Female,23,0,0,No,Private,Urban,99.92,25.8,never smoked,0 49713,Male,68,0,0,Yes,Private,Rural,116.23,26.1,never smoked,0 17608,Female,55,0,0,Yes,Govt_job,Urban,118.82,29,formerly smoked,0 28102,Female,25,0,0,No,Private,Rural,66.3,27.2,never smoked,0 1506,Female,48,0,0,No,Govt_job,Urban,101.41,20.7,smokes,0 28333,Female,79,1,1,Yes,Self-employed,Urban,200.28,30,formerly smoked,0 62608,Female,47,0,0,Yes,Private,Urban,136.8,37.3,never smoked,0 40670,Female,20,0,0,No,Private,Rural,96.57,34.1,never smoked,0 4630,Female,60,0,0,Yes,Private,Rural,66.42,23.6,never smoked,0 21284,Female,32,0,0,Yes,Private,Urban,98.09,25.2,smokes,0 49421,Female,66,1,0,Yes,Private,Rural,205.23,39.5,never smoked,0 5973,Male,43,0,0,Yes,Private,Urban,86.78,23.5,smokes,0 42996,Female,36,0,0,No,Govt_job,Rural,126.82,23.3,never smoked,0 66333,Male,52,0,0,Yes,Self-employed,Urban,78.4,64.8,never smoked,0 46785,Female,29,0,0,Yes,Private,Urban,63.69,28.1,smokes,0 54312,Female,76,1,0,Yes,Self-employed,Urban,209.58,N/A,never smoked,0 21408,Female,39,0,0,Yes,Self-employed,Rural,89.86,24.4,never smoked,0 49916,Male,76,0,0,Yes,Private,Rural,110.99,29.8,formerly smoked,0 7559,Female,0.64,0,0,No,children,Urban,83.82,24.9,Unknown,0 71038,Male,34,0,0,Yes,Private,Urban,137.96,35.1,Unknown,0 69037,Female,72,0,0,Yes,Private,Rural,210.78,32.3,formerly smoked,0 58617,Female,43,0,0,Yes,Self-employed,Rural,118.89,43.6,never smoked,0 69064,Female,57,0,0,No,Self-employed,Rural,72.55,21,never smoked,0 9404,Female,44,0,0,Yes,Private,Rural,107.41,47.3,never smoked,0 8171,Female,4,0,0,No,children,Rural,93.25,16.6,Unknown,0 28286,Male,44,0,0,Yes,Private,Rural,74.91,37.5,never smoked,0 43232,Female,18,0,0,No,Private,Urban,80.05,24.2,never smoked,0 10159,Male,41,0,0,Yes,Private,Urban,99.8,31.6,never smoked,0 34402,Female,23,0,0,Yes,Private,Rural,91.97,21.6,formerly smoked,0 58282,Female,53,0,0,Yes,Govt_job,Rural,64.4,31,smokes,0 64489,Male,56,0,0,Yes,Govt_job,Rural,73.02,31.1,never smoked,0 22706,Female,0.88,0,0,No,children,Rural,88.11,15.5,Unknown,0 71539,Male,25,0,0,No,Private,Urban,138.29,27.3,Unknown,0 28637,Female,14,0,0,No,children,Rural,72.36,20.5,Unknown,0 64553,Female,53,0,0,Yes,Private,Rural,68.76,35.6,formerly smoked,0 31741,Male,4,0,0,No,children,Rural,106.22,16.7,Unknown,0 69936,Female,39,0,0,Yes,Private,Urban,101.52,41.8,never smoked,0 46527,Male,53,1,1,Yes,Govt_job,Rural,109.51,41.9,never smoked,0 22537,Male,5,0,0,No,children,Rural,85.84,16.4,Unknown,0 50611,Male,4,0,0,No,children,Rural,110.15,17.1,Unknown,0 13547,Female,37,0,0,Yes,Private,Urban,91.72,29.2,never smoked,0 63732,Male,70,1,0,Yes,Self-employed,Urban,251.6,27.1,never smoked,0 9608,Male,24,0,0,No,Private,Urban,123.1,37.9,never smoked,0 10504,Male,55,0,0,Yes,Govt_job,Rural,97.4,44.6,formerly smoked,0 37090,Female,70,0,0,Yes,Private,Rural,68.34,22.8,formerly smoked,0 60148,Male,34,0,0,Yes,Private,Urban,80.81,33.2,never smoked,0 9637,Male,26,0,0,Yes,Private,Rural,120.31,22.3,smokes,0 44862,Female,39,0,0,Yes,Private,Rural,83.51,26.4,never smoked,0 52173,Male,38,0,0,No,Self-employed,Urban,74.09,39.6,never smoked,0 5708,Female,20,0,0,No,Private,Urban,91.6,28.1,never smoked,0 23462,Female,17,0,0,No,Private,Urban,87.52,39.2,never smoked,0 2374,Male,60,1,0,Yes,Private,Rural,213.37,36,never smoked,0 11091,Female,75,0,0,Yes,Self-employed,Rural,75.39,37.8,never smoked,0 70374,Female,31,0,0,Yes,Private,Rural,122.41,40.3,smokes,0 15528,Male,58,1,0,Yes,Private,Rural,223.36,41.5,formerly smoked,0 65357,Female,5,0,0,No,children,Rural,84.59,17.7,Unknown,0 49465,Female,13,0,0,No,children,Urban,70.16,21.2,never smoked,0 31143,Female,22,0,0,No,Private,Rural,107.52,41.6,Unknown,0 66972,Female,52,0,0,Yes,Govt_job,Urban,80.88,23.8,smokes,0 55810,Female,61,0,0,Yes,Self-employed,Rural,93.48,23.7,Unknown,0 37031,Female,78,0,1,Yes,Govt_job,Urban,70.21,24.8,never smoked,0 34608,Male,57,0,0,Yes,Private,Rural,86.67,39,Unknown,0 36007,Female,21,0,0,Yes,Private,Rural,101.37,37.9,never smoked,0 14123,Female,22,0,0,Yes,Private,Rural,105.22,31.1,never smoked,0 48298,Female,80,0,0,Yes,Private,Rural,70.31,23.2,Unknown,0 54975,Male,7,0,0,No,Self-employed,Rural,64.06,18.9,Unknown,0 27213,Male,64,1,0,Yes,Self-employed,Rural,178.29,36.1,never smoked,0 44749,Female,64,0,0,No,Govt_job,Rural,81.6,36.3,smokes,0 46468,Female,38,0,0,Yes,Self-employed,Urban,147.48,40.5,Unknown,0 10913,Male,12,0,0,No,children,Urban,86.86,25.4,never smoked,0 51983,Female,33,0,0,Yes,Private,Rural,71.16,46.5,smokes,0 27029,Female,3,0,0,No,children,Urban,73.2,16.8,Unknown,0 22320,Female,37,0,0,Yes,Private,Urban,203.81,46.6,never smoked,0 45719,Female,22,0,0,No,Private,Rural,82,26.4,never smoked,0 129,Female,24,0,0,No,Private,Urban,97.55,26.2,never smoked,0 20351,Male,75,0,0,Yes,Govt_job,Urban,94.29,35.2,Unknown,0 530,Female,12,0,0,No,children,Rural,75.22,20.9,Unknown,0 55351,Male,63,0,0,Yes,Private,Urban,90.07,36.8,Unknown,0 67431,Female,52,0,0,Yes,Private,Urban,73.73,34.4,formerly smoked,0 20546,Female,68,0,0,Yes,Private,Urban,79.58,22.2,never smoked,0 6107,Female,5,0,0,No,children,Urban,77.88,13.8,Unknown,0 50305,Female,56,1,0,Yes,Private,Rural,205.26,40.3,never smoked,0 52342,Female,43,0,0,Yes,Private,Rural,58.63,28.4,smokes,0 59906,Female,40,0,0,Yes,Private,Rural,139.9,31.7,smokes,0 59729,Male,53,0,0,Yes,Private,Urban,211.03,34.2,formerly smoked,0 53144,Female,52,0,1,Yes,Private,Urban,72.79,54.7,never smoked,0 3655,Male,31,0,0,Yes,Govt_job,Rural,91.65,24.6,formerly smoked,0 11999,Female,63,0,0,Yes,Govt_job,Rural,79.92,N/A,smokes,0 12985,Female,69,0,0,Yes,Self-employed,Rural,225.47,36.9,never smoked,0 38119,Male,64,0,0,Yes,Govt_job,Urban,94.48,31.1,never smoked,0 3355,Female,64,0,0,Yes,Private,Urban,82.34,31.9,never smoked,0 22091,Female,62,0,0,Yes,Self-employed,Urban,180.63,31.8,formerly smoked,0 5010,Female,2,0,0,No,children,Rural,92.48,18,Unknown,0 67177,Male,53,0,0,Yes,Private,Rural,116.66,28.5,formerly smoked,0 58600,Male,65,1,0,Yes,Private,Urban,112.09,29.5,never smoked,0 56681,Female,22,0,0,No,Private,Urban,130.34,22,never smoked,0 56716,Female,26,0,0,No,Private,Urban,82.59,29.4,never smoked,0 65946,Male,53,0,0,Yes,Private,Rural,123.87,28.8,Unknown,0 61350,Male,20,0,0,No,Govt_job,Rural,98.7,26.2,Unknown,0 17291,Female,63,1,0,Yes,Self-employed,Rural,227.1,26.9,Unknown,0 61465,Male,13,0,0,No,children,Rural,55.39,23.2,Unknown,0 18108,Male,21,0,0,No,Govt_job,Urban,66.07,27.9,Unknown,0 48368,Female,65,0,0,Yes,Self-employed,Rural,104.21,36.8,never smoked,0 36471,Male,65,0,0,Yes,Private,Urban,145.15,28.9,Unknown,0 15689,Male,42,0,0,Yes,Govt_job,Urban,68.19,31,never smoked,0 8233,Male,72,0,1,Yes,Self-employed,Rural,97.53,29.4,smokes,0 46436,Male,13,0,0,No,children,Urban,122.31,15.3,never smoked,0 23221,Male,29,0,0,No,Private,Urban,83.51,37.1,never smoked,0 31830,Male,59,0,0,Yes,Self-employed,Urban,86.46,30.5,Unknown,0 15296,Female,42,0,0,Yes,Private,Rural,112.06,38.2,never smoked,0 7351,Male,13,0,0,No,Private,Urban,92.14,23.2,never smoked,0 66196,Male,75,0,1,No,Private,Rural,201.76,30.2,formerly smoked,0 17718,Female,33,1,0,Yes,Private,Urban,74.44,45.2,smokes,0 31164,Female,43,0,0,Yes,Private,Rural,95.93,21.8,Unknown,0 48272,Female,11,0,0,No,children,Rural,87.51,24.4,Unknown,0 2893,Female,7,0,0,No,children,Rural,72.35,17,Unknown,0 34376,Female,16,0,0,No,children,Rural,113.47,19.5,Unknown,0 18498,Female,44,0,0,No,Private,Rural,103.78,49.8,formerly smoked,0 56735,Female,78,0,0,Yes,Self-employed,Rural,115.43,27.8,never smoked,0 8595,Male,25,0,0,Yes,Private,Rural,95.59,25.1,never smoked,0 621,Male,69,0,0,Yes,Private,Rural,101.52,26.8,smokes,0 1307,Female,61,1,0,Yes,Private,Rural,170.05,60.2,smokes,0 35846,Female,43,1,0,No,Self-employed,Rural,217.3,27.5,never smoked,0 28645,Female,38,1,0,Yes,Private,Urban,196.01,28.1,never smoked,0 5835,Male,68,0,0,Yes,Private,Urban,92.21,27.3,Unknown,0 46474,Male,26,0,0,Yes,Private,Rural,100.09,27.4,never smoked,0 69687,Female,18,0,0,No,Self-employed,Rural,93.88,22.2,never smoked,0 2953,Female,43,0,0,Yes,Private,Rural,75.05,22.9,smokes,0 11838,Female,43,0,0,Yes,Govt_job,Rural,70.08,26.6,never smoked,0 9179,Female,32,0,0,No,Private,Urban,74.2,23,smokes,0 38165,Female,81,0,0,No,Private,Rural,69.01,32.6,never smoked,0 63050,Male,25,0,0,No,Private,Rural,96.17,22.1,Unknown,0 22470,Male,61,0,0,Yes,Govt_job,Urban,184.15,N/A,Unknown,0 71585,Female,66,0,0,Yes,Govt_job,Urban,87.24,22.5,formerly smoked,0 15649,Male,54,1,0,Yes,Private,Rural,198.69,N/A,smokes,0 11974,Male,11,0,0,No,children,Urban,82.58,25.5,Unknown,0 3009,Female,53,0,0,Yes,Self-employed,Rural,96.88,31.4,Unknown,0 32361,Female,78,0,1,Yes,Self-employed,Urban,73.32,26,Unknown,0 41523,Male,9,0,0,No,children,Rural,94.59,20,Unknown,0 53910,Female,48,0,0,Yes,Self-employed,Rural,132.08,31.6,smokes,0 67548,Female,31,0,0,Yes,Private,Urban,98.99,31.2,never smoked,0 50441,Male,20,0,0,No,Private,Rural,104.48,21.7,never smoked,0 16927,Male,21,0,0,Yes,Private,Rural,98.01,24.2,Unknown,0 28265,Female,42,0,0,Yes,Self-employed,Rural,79.14,25,formerly smoked,0 33404,Male,35,0,0,Yes,Private,Urban,89.32,36.7,Unknown,0 50965,Male,53,0,0,No,Private,Rural,65.24,28.9,Unknown,0 21077,Male,60,0,0,Yes,Private,Rural,80.98,29.7,formerly smoked,0 12982,Male,74,0,0,Yes,Self-employed,Urban,186.17,44.3,Unknown,0 66570,Female,23,0,0,No,Private,Rural,69.24,51,never smoked,0 29158,Female,55,0,0,Yes,Private,Rural,111.19,39.7,formerly smoked,0 34299,Female,71,0,0,Yes,Private,Urban,93.28,34.7,never smoked,0 54375,Male,5,0,0,No,children,Rural,122.19,35,Unknown,0 37832,Female,14,0,0,No,children,Rural,129.53,21.3,never smoked,0 21058,Female,15,0,0,No,children,Rural,114.53,29.1,Unknown,0