From 4f16492ad770c8a3f33d9010f4156b2a90818b9a Mon Sep 17 00:00:00 2001 From: a-shdv Date: Fri, 3 Nov 2023 15:49:41 +0400 Subject: [PATCH 1/7] Initial commit --- shadaev_anton_lab_3/main.py | 1 + 1 file changed, 1 insertion(+) create mode 100644 shadaev_anton_lab_3/main.py diff --git a/shadaev_anton_lab_3/main.py b/shadaev_anton_lab_3/main.py new file mode 100644 index 0000000..e0369f7 --- /dev/null +++ b/shadaev_anton_lab_3/main.py @@ -0,0 +1 @@ +print('test') \ No newline at end of file From 49496865429454fd0fe7a9eac447dc94fbf29309 Mon Sep 17 00:00:00 2001 From: a-shdv Date: Fri, 3 Nov 2023 15:50:54 +0400 Subject: [PATCH 2/7] Add lab3 part #1 --- shadaev_anton_lab_3/.DS_Store | Bin 0 -> 6148 bytes shadaev_anton_lab_3/README.md | 23 + .../{main.py => stroke_prediction.py} | 0 shadaev_anton_lab_3/stroke_prediction_ds.csv | 5111 +++++++++++++++++ shadaev_anton_lab_3/titanic.py | 40 + shadaev_anton_lab_3/titanic_ds.csv | 892 +++ 6 files changed, 6066 insertions(+) create mode 100644 shadaev_anton_lab_3/.DS_Store create mode 100644 shadaev_anton_lab_3/README.md rename shadaev_anton_lab_3/{main.py => stroke_prediction.py} (100%) create mode 100644 shadaev_anton_lab_3/stroke_prediction_ds.csv create mode 100644 shadaev_anton_lab_3/titanic.py create mode 100644 shadaev_anton_lab_3/titanic_ds.csv diff --git a/shadaev_anton_lab_3/.DS_Store b/shadaev_anton_lab_3/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..bd7d97195a633ac3780182b6328f5958323024dc GIT binary patch literal 6148 zcmeHK!A`?441IweCb;a#u|EK1><6l;NFX6D6I`KVl|YPb+S*Cn`sqB|0a4LirwQ3r z@*KxboL4nz0EBTp8v+9WeHOtWN{5KKv+F223kDryfj7M10xNuW40MPl$^8Ts^R7_f zSN^MNdRK3%HT!Qc;d(aoDDi<5k62=kntDlViky)Wo#KJ*5^J>qgL zWGBTfp9!9Dg-ezZwIQwIUofKJC|lYjBZ*j0pR+Y3j_9{L=lhs*=b8@j1$a)*fHU9> zI0JiUfM>Qy|J2ZHXTTY727VZj{UKoy%px|1x^=M9D*&-avkG;&OGr!-F^kw3vWF5Z zlxU$LUNM4&)1E}XEMjA5;Rrf2$B8q4UtWUFPJ5#62$`YR&VVz}X5iSG13CY%`N?!% z^4lTaat54%f5t%Q<&%8OMa8rA&+_D~O<0~;M8vNVg+jgc6TpV-BWK!a{fX%G%OW<0 UGK$zWoajFSN{Cm^z#bU*0`#~!eEЗадание +

+Часть 1. По данным о пассажирах Титаника решите задачу классификации +(с помощью дерева решений), в которой по различным характеристикам +пассажиров требуется найти у выживших пассажиров два наиболее важных +признака из трех рассматриваемых (по варианту). Пример решения задачи +можно посмотреть здесь: [1] (стр.188). Скачать данные можно по ссылке: +https://www.kaggle.com/datasets/heptapod/titanic

+9. Pclass, Cabin,Embarked 10 Name, Cabin,Embarked +

+

+Часть 2. Решите с помощью библиотечной реализации дерева решений +задачу из лабораторной работы «Веб-сервис «Дерево решений» по предмету +«Методы искусственного интеллекта» на 99% ваших данных. Проверьте +работу модели на оставшемся проценте, сделайте вывод. +

+

+

Способок запуска программы

+

Описание кода

+
Результат:
+

+

\ No newline at end of file diff --git a/shadaev_anton_lab_3/main.py b/shadaev_anton_lab_3/stroke_prediction.py similarity index 100% rename from shadaev_anton_lab_3/main.py rename to shadaev_anton_lab_3/stroke_prediction.py diff --git a/shadaev_anton_lab_3/stroke_prediction_ds.csv b/shadaev_anton_lab_3/stroke_prediction_ds.csv new file mode 100644 index 0000000..763aacc --- /dev/null +++ b/shadaev_anton_lab_3/stroke_prediction_ds.csv @@ -0,0 +1,5111 @@ +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 +7696,Female,66,0,0,No,Private,Urban,93.73,23.9,smokes,0 +34668,Female,56,0,0,Yes,Private,Urban,77.49,36,formerly smoked,0 +68483,Female,60,0,0,Yes,Private,Urban,65.38,41.2,formerly smoked,0 +6072,Female,57,0,0,Yes,Private,Urban,94.18,27.1,never smoked,0 +51112,Male,29,0,0,Yes,Self-employed,Urban,118.7,33.2,Unknown,0 +69673,Female,76,0,0,Yes,Govt_job,Urban,96.29,25.4,smokes,0 +71238,Male,52,1,0,Yes,Private,Rural,74.64,30.7,smokes,0 +63958,Female,42,0,0,Yes,Private,Urban,96.99,34.8,formerly smoked,0 +34511,Female,71,0,0,Yes,Private,Rural,100.61,19.2,Unknown,0 +24892,Male,64,0,0,Yes,Private,Rural,97.08,31.7,Unknown,0 +29496,Female,39,0,0,Yes,Private,Rural,84.79,35.7,never smoked,0 +19939,Female,46,0,0,Yes,Private,Rural,78.75,37.8,formerly smoked,0 +27832,Female,51,0,0,Yes,Private,Rural,82.93,29.7,smokes,0 +27757,Male,31,0,0,Yes,Private,Urban,88.78,35.8,smokes,0 +31279,Male,22,0,0,No,Private,Urban,122.1,23.6,smokes,0 +25099,Male,41,0,0,No,Govt_job,Rural,74.81,39.7,smokes,0 +67733,Female,28,0,0,Yes,Private,Urban,183.45,40.5,smokes,0 +9201,Female,44,0,0,Yes,Self-employed,Urban,114.94,21.4,never smoked,0 +33123,Female,68,0,0,Yes,Self-employed,Rural,104.38,40.8,formerly smoked,0 +21713,Male,49,0,0,Yes,Private,Urban,102.91,24.7,Unknown,0 +22622,Male,10,0,0,No,children,Rural,108.79,21,Unknown,0 +6726,Female,31,0,0,Yes,Private,Urban,73.31,45,never smoked,0 +17242,Male,67,0,0,Yes,Self-employed,Urban,68.52,26.2,never smoked,0 +16380,Male,40,0,0,Yes,Private,Rural,89.77,N/A,smokes,0 +9729,Male,70,0,0,Yes,Private,Urban,102.64,28.3,never smoked,0 +56974,Female,38,0,0,Yes,Govt_job,Urban,70.92,41.6,never smoked,0 +29933,Female,5,0,0,No,children,Rural,86.11,19,Unknown,0 +65574,Female,54,0,0,Yes,Private,Urban,129.16,32.4,never smoked,0 +17019,Female,30,0,0,Yes,Govt_job,Urban,113.85,34,never smoked,0 +41800,Female,23,0,0,Yes,Private,Rural,79.35,39.4,formerly smoked,0 +7621,Female,31,0,0,Yes,Private,Rural,80.79,28.7,Unknown,0 +6855,Male,72,1,0,Yes,Self-employed,Urban,114.01,31.8,formerly smoked,0 +5374,Male,23,0,0,No,Private,Rural,93.74,31.2,never smoked,0 +31564,Female,25,0,0,Yes,Private,Rural,90.65,20.9,Unknown,0 +26028,Male,51,0,0,Yes,Private,Urban,98.41,32.1,never smoked,0 +71808,Female,20,0,0,No,Private,Urban,127.18,31,Unknown,0 +56998,Female,12,0,0,No,children,Urban,138.06,23.1,Unknown,0 +14712,Male,57,0,0,Yes,Private,Urban,89.44,26.7,never smoked,0 +23094,Male,65,0,0,Yes,Self-employed,Urban,105.61,27.9,Unknown,0 +43134,Female,16,0,0,No,Private,Rural,155.43,27.3,never smoked,0 +40622,Female,43,0,0,Yes,Private,Rural,80.83,51.5,Unknown,0 +39383,Female,30,0,0,Yes,Private,Urban,80.19,20.4,never smoked,0 +63606,Male,29,0,0,Yes,Govt_job,Urban,60.34,29.6,formerly smoked,0 +46438,Female,54,0,0,Yes,Self-employed,Urban,79.3,30.6,formerly smoked,0 +65144,Female,57,0,0,Yes,Self-employed,Urban,98.44,33.6,Unknown,0 +545,Male,42,0,0,Yes,Private,Rural,210.48,71.9,never smoked,0 +36331,Male,18,0,0,No,Private,Rural,70.34,24.2,Unknown,0 +42359,Male,9,0,0,No,children,Urban,122.22,17.7,Unknown,0 +20751,Female,26,0,0,Yes,Private,Rural,75.29,22.6,smokes,0 +34641,Male,40,0,0,No,Private,Rural,100.35,28.1,never smoked,0 +15791,Male,77,0,0,Yes,Private,Urban,193.83,26.5,never smoked,0 +68241,Female,15,0,0,No,children,Urban,126.96,28.7,Unknown,0 +67780,Female,76,0,0,Yes,Private,Urban,183.34,39.5,formerly smoked,0 +68275,Male,52,0,0,Yes,Private,Urban,247.69,35.1,Unknown,0 +13129,Female,55,0,0,Yes,Self-employed,Rural,76.2,27.9,never smoked,0 +60902,Male,5,0,0,No,children,Rural,71.43,19.3,Unknown,0 +37629,Female,55,0,0,No,Private,Rural,93.36,28.4,never smoked,0 +58439,Male,36,0,0,No,Private,Urban,61.29,26.7,never smoked,0 +62936,Male,46,0,0,Yes,Private,Urban,103.62,40.9,Unknown,0 +29010,Male,5,0,0,No,children,Rural,100.52,17.2,Unknown,0 +36561,Female,39,0,0,Yes,Govt_job,Rural,191.47,28.3,never smoked,0 +44912,Male,12,0,0,No,children,Urban,67.06,16.1,Unknown,0 +59829,Male,67,0,1,Yes,Private,Urban,144.1,27.6,never smoked,0 +45238,Female,1.8,0,0,No,children,Urban,58.26,16.5,Unknown,0 +47811,Female,72,0,0,Yes,Self-employed,Urban,239.82,35.8,never smoked,0 +61511,Female,0.32,0,0,No,children,Rural,73.71,16.2,Unknown,0 +55424,Female,64,1,0,Yes,Private,Rural,88.53,24.6,never smoked,0 +36942,Male,27,0,0,No,Private,Urban,114.79,32,Unknown,0 +61697,Male,25,0,0,No,Private,Rural,113.8,35.3,formerly smoked,0 +55138,Female,81,0,0,No,Self-employed,Urban,71.91,19.2,Unknown,0 +39399,Female,32,0,0,No,Self-employed,Urban,65.3,40.4,never smoked,0 +17148,Male,57,0,0,Yes,Private,Urban,189.57,30.7,never smoked,0 +721,Female,52,1,0,Yes,Self-employed,Urban,114.25,24.3,formerly smoked,0 +40448,Male,54,0,0,Yes,Private,Urban,81.26,26.4,formerly smoked,0 +58007,Female,36,0,0,Yes,Private,Urban,87.88,34.7,smokes,0 +15095,Male,18,0,0,No,Private,Urban,112.17,31.7,Unknown,0 +11960,Male,45,0,0,Yes,Private,Rural,99.97,35.6,never smoked,0 +56179,Male,29,0,0,No,Private,Urban,207.58,22.8,smokes,0 +24592,Female,51,1,0,Yes,Private,Urban,109.16,28,smokes,0 +67744,Female,23,0,0,No,Private,Urban,74.46,35.6,formerly smoked,0 +8328,Female,54,0,0,Yes,Private,Rural,118.51,40.6,never smoked,0 +32437,Female,54,0,0,Yes,Self-employed,Urban,107.47,29.3,formerly smoked,0 +44315,Male,18,0,0,No,Self-employed,Rural,182.86,21,Unknown,0 +68245,Female,26,0,0,Yes,Private,Rural,59.17,20,Unknown,0 +25483,Male,72,0,0,Yes,Private,Rural,215.64,26.7,formerly smoked,0 +47732,Male,5,0,0,No,children,Rural,163.7,18.4,Unknown,0 +50118,Female,65,0,1,Yes,Private,Rural,196.36,34.5,formerly smoked,0 +55420,Female,42,0,0,No,Private,Rural,139.77,27.7,Unknown,0 +55709,Female,47,0,0,Yes,Self-employed,Urban,141.23,21.1,never smoked,0 +15311,Female,24,0,0,Yes,Private,Urban,89.99,24.4,formerly smoked,0 +53660,Male,57,0,0,Yes,Private,Urban,108.53,19.4,smokes,0 +56553,Male,51,0,0,Yes,Private,Urban,63.61,42.3,Unknown,0 +30480,Male,48,0,0,Yes,Private,Urban,85.54,32.2,smokes,0 +31988,Female,56,0,0,Yes,Private,Urban,100.83,26.8,never smoked,0 +59807,Female,30,0,0,Yes,Private,Urban,59.82,25.4,never smoked,0 +45585,Female,63,1,0,Yes,Private,Urban,105.95,23.5,smokes,0 +39639,Female,46,0,0,Yes,Private,Rural,188.11,50.2,smokes,0 +52063,Female,53,0,0,Yes,Self-employed,Urban,71.15,26.1,formerly smoked,0 +40639,Female,1.08,0,0,No,children,Rural,60.53,17.5,Unknown,0 +31090,Male,15,0,0,No,children,Rural,205.5,24.2,never smoked,0 +64174,Female,59,1,0,Yes,Private,Urban,204.86,30.8,never smoked,0 +8544,Female,24,0,0,No,Self-employed,Rural,115.03,23.4,never smoked,0 +27377,Male,53,0,0,Yes,Private,Rural,79.87,30.9,never smoked,0 +3361,Female,39,0,0,Yes,Govt_job,Rural,97.89,23.6,never smoked,0 +61408,Male,23,0,0,No,Never_worked,Urban,125.26,18.7,never smoked,0 +33552,Male,31,0,0,Yes,Private,Rural,114.32,27.7,smokes,0 +31364,Male,5,0,0,No,children,Urban,92.23,16.7,Unknown,0 +7446,Male,44,0,0,Yes,Private,Urban,83.51,31.2,never smoked,0 +9906,Female,1.8,0,0,No,children,Urban,102.34,17,Unknown,0 +65130,Male,40,0,0,Yes,Private,Rural,144.48,29.8,smokes,0 +27794,Male,7,0,0,No,children,Rural,88.39,19.7,Unknown,0 +48993,Female,56,0,0,Yes,Private,Rural,228.08,29.1,Unknown,0 +30753,Male,42,0,0,Yes,Govt_job,Urban,93.79,27.2,never smoked,0 +46809,Male,48,0,0,Yes,Private,Rural,147.14,22.3,Unknown,0 +22853,Male,82,0,0,No,Self-employed,Rural,106.43,27,smokes,0 +12465,Female,52,0,0,No,Private,Rural,88.04,42.1,never smoked,0 +64849,Female,42,0,0,Yes,Private,Urban,92.2,34.2,Unknown,0 +39659,Female,73,0,0,Yes,Govt_job,Urban,219.53,40.9,never smoked,0 +24183,Female,55,0,0,Yes,Govt_job,Rural,75.56,29.4,smokes,0 +71533,Male,50,0,0,Yes,Private,Urban,158.31,32.8,formerly smoked,0 +35565,Male,43,0,0,Yes,Private,Urban,111.43,21.9,smokes,0 +34558,Male,33,0,0,Yes,Private,Rural,219.97,39.6,never smoked,0 +42553,Female,80,0,0,Yes,Private,Rural,148.91,28.3,never smoked,0 +39601,Female,33,0,0,Yes,Private,Urban,69.4,47.8,never smoked,0 +46891,Female,74,0,0,Yes,Private,Rural,68.34,39.3,Unknown,0 +38987,Male,65,0,1,Yes,Self-employed,Urban,58.37,28,smokes,0 +21886,Female,40,0,0,Yes,Private,Urban,71.2,27.1,never smoked,0 +5353,Male,52,0,1,No,Private,Rural,101.5,31.2,smokes,0 +44300,Female,66,0,0,Yes,Govt_job,Urban,92.04,23.1,never smoked,0 +48144,Female,20,0,0,No,Govt_job,Rural,73,20.8,never smoked,0 +46218,Female,51,0,0,Yes,Self-employed,Urban,111.15,34.1,smokes,0 +39745,Female,60,0,0,Yes,Self-employed,Rural,58.65,30.1,never smoked,0 +13517,Male,59,0,0,Yes,Private,Urban,100.54,35.8,never smoked,0 +36355,Male,58,0,0,Yes,Govt_job,Rural,111.73,34.6,never smoked,0 +22678,Female,42,0,0,Yes,Govt_job,Urban,97.78,29.8,Unknown,0 +2532,Male,28,0,0,No,Private,Rural,85.79,26.7,Unknown,0 +52512,Male,57,0,0,Yes,Private,Rural,98.54,30.2,never smoked,0 +3579,Female,66,0,1,Yes,Private,Urban,94.62,29.7,formerly smoked,0 +3130,Female,56,0,0,Yes,Private,Rural,112.43,54.6,never smoked,0 +5545,Male,48,0,0,Yes,Self-employed,Urban,99.67,23.3,formerly smoked,0 +63693,Male,37,0,0,No,Private,Urban,67.39,35.6,Unknown,0 +34363,Female,27,0,0,Yes,Private,Urban,95.12,27,never smoked,0 +23650,Male,15,0,0,No,children,Rural,85.06,21.6,never smoked,0 +53515,Male,61,0,0,Yes,Private,Rural,214.05,29.4,formerly smoked,0 +33528,Female,80,0,1,Yes,Self-employed,Urban,79.09,22.8,never smoked,0 +23046,Female,43,0,0,Yes,Self-employed,Urban,98.09,17.3,never smoked,0 +11068,Male,53,0,0,Yes,Self-employed,Urban,76.36,29.8,Unknown,0 +62233,Female,70,0,0,No,Self-employed,Urban,98.42,36.4,formerly smoked,0 +7291,Female,58,0,0,No,Private,Urban,82.01,34.7,formerly smoked,0 +36814,Female,49,0,0,Yes,Private,Rural,56.11,28.7,smokes,0 +48265,Male,65,0,0,Yes,Govt_job,Rural,111.85,26.7,never smoked,0 +10139,Female,54,0,0,Yes,Self-employed,Urban,92.39,22.1,never smoked,0 +12662,Male,74,1,0,Yes,Self-employed,Urban,112.54,27.7,formerly smoked,0 +43174,Female,56,0,0,Yes,Private,Urban,63.71,40.5,formerly smoked,0 +72823,Female,79,0,0,Yes,Private,Urban,70.35,23,formerly smoked,0 +30567,Male,71,1,0,Yes,Private,Urban,94.65,25.3,formerly smoked,0 +41927,Female,28,0,0,Yes,Private,Rural,64.64,22.1,never smoked,0 +54866,Female,9,0,0,No,children,Rural,57.27,28,Unknown,0 +20364,Female,4,0,0,No,children,Urban,107.25,12,Unknown,0 +21117,Female,36,0,0,No,Self-employed,Rural,77.12,28.4,never smoked,0 +50491,Male,78,0,0,Yes,Self-employed,Urban,55.32,29.6,smokes,0 +61013,Male,52,0,0,No,Private,Rural,69.37,36.2,Unknown,0 +71010,Female,80,0,0,No,Self-employed,Urban,57.57,22.8,never smoked,0 +23551,Male,28,0,0,Yes,Private,Urban,87.43,55.7,Unknown,0 +10997,Female,38,0,0,Yes,Private,Rural,98.73,24.3,never smoked,0 +12738,Male,56,0,0,Yes,Private,Rural,81.18,26.9,never smoked,0 +57772,Female,75,0,0,Yes,Govt_job,Rural,56.23,25.3,never smoked,0 +16615,Male,76,1,0,Yes,Self-employed,Rural,69.61,35.3,never smoked,0 +62999,Male,10,0,0,No,children,Rural,59.49,18.3,Unknown,0 +68995,Female,48,1,0,No,Private,Rural,118.14,N/A,formerly smoked,0 +66184,Male,40,0,0,Yes,Govt_job,Rural,100.26,26,Unknown,0 +53010,Male,82,0,0,Yes,Self-employed,Rural,56.75,21,never smoked,0 +967,Male,61,0,1,Yes,Private,Urban,88.27,N/A,never smoked,0 +31145,Female,17,0,0,No,Private,Urban,67.81,55.7,never smoked,0 +54338,Female,58,0,0,Yes,Govt_job,Rural,77.46,27.6,never smoked,0 +22870,Male,12,0,0,No,children,Urban,76.26,20.5,never smoked,0 +13223,Female,53,0,0,Yes,Govt_job,Rural,86.39,30.2,never smoked,0 +57523,Female,26,0,0,Yes,Private,Urban,116.38,21.9,formerly smoked,0 +67932,Female,48,0,0,Yes,Private,Rural,75.74,28.8,smokes,0 +10255,Male,25,0,0,Yes,Private,Rural,92.14,36.2,Unknown,0 +68131,Female,27,0,0,No,Private,Rural,149.95,25.9,never smoked,0 +29873,Male,31,1,0,Yes,Govt_job,Urban,92.11,N/A,never smoked,0 +54182,Female,16,0,0,No,Private,Rural,74.98,21.4,never smoked,0 +61300,Male,20,0,0,No,Private,Urban,55.25,20.4,never smoked,0 +15274,Female,2,0,0,No,children,Rural,79.89,31.6,Unknown,0 +53016,Female,1.8,0,0,No,children,Urban,130.61,14.4,Unknown,0 +28848,Male,28,0,0,No,Private,Urban,94.26,23.7,Unknown,0 +27012,Male,32,0,0,No,Private,Urban,94.34,30.2,formerly smoked,0 +7745,Female,35,0,0,Yes,Private,Urban,109.03,19.5,formerly smoked,0 +20541,Female,52,1,0,Yes,Private,Rural,81.03,32.6,never smoked,0 +5892,Female,55,1,0,Yes,Private,Rural,99.82,34.2,never smoked,0 +66883,Female,42,0,0,Yes,Self-employed,Urban,140.08,43,never smoked,0 +43196,Female,52,0,0,Yes,Self-employed,Urban,59.54,42.2,Unknown,0 +12593,Female,18,0,0,No,Private,Urban,80.33,19.7,never smoked,0 +51514,Female,13,0,0,No,children,Urban,131.51,41.7,never smoked,0 +15553,Female,45,0,0,Yes,Private,Rural,89.21,21.6,formerly smoked,0 +45796,Female,29,0,0,Yes,Private,Rural,91.45,24.2,never smoked,0 +31840,Female,12,0,0,No,children,Rural,90.58,19.2,Unknown,0 +58767,Female,37,0,0,Yes,Private,Urban,91.45,25.8,Unknown,0 +14391,Female,30,0,0,Yes,Private,Rural,89.63,23.2,smokes,0 +22321,Female,44,0,0,Yes,Private,Urban,124.06,20.8,never smoked,0 +38184,Female,79,1,0,Yes,Private,Rural,99.47,28.4,never smoked,0 +13997,Male,38,0,0,Yes,Private,Urban,88.97,30.2,never smoked,0 +41673,Female,45,0,0,Yes,Private,Rural,80.93,23.1,never smoked,0 +27796,Female,66,0,0,Yes,Private,Urban,102.07,16.7,smokes,0 +18390,Female,19,0,0,No,Private,Rural,91.69,39.5,Unknown,0 +63409,Female,49,0,0,Yes,Private,Urban,63.71,33.8,smokes,0 +9752,Female,66,0,0,Yes,Govt_job,Rural,200.49,34.6,smokes,0 +72882,Male,47,0,0,Yes,Private,Rural,75.3,25,formerly smoked,0 +49744,Female,59,0,0,Yes,Private,Urban,240.71,43.9,formerly smoked,0 +49086,Female,23,0,0,No,Private,Urban,60.5,27.1,formerly smoked,0 +40866,Female,79,0,0,Yes,Self-employed,Rural,131.85,25.9,Unknown,0 +47523,Female,37,0,0,No,Self-employed,Rural,134.39,22.7,formerly smoked,0 +63561,Male,78,0,0,Yes,Private,Urban,56.18,27.1,never smoked,0 +51422,Female,70,1,0,Yes,Private,Rural,113.64,25.6,formerly smoked,0 +56870,Female,34,0,0,No,Private,Rural,156.57,28.4,Unknown,0 +3590,Female,28,1,0,No,Private,Rural,80.4,57.5,never smoked,0 +60665,Male,29,0,0,No,Private,Urban,59.26,35.8,smokes,0 +40791,Female,13,0,0,No,children,Rural,63.26,19.5,Unknown,0 +54304,Female,22,0,0,Yes,Private,Urban,86.24,31.2,never smoked,0 +22485,Male,56,0,0,Yes,Private,Urban,197.1,43.6,formerly smoked,0 +18430,Female,81,0,0,Yes,Self-employed,Urban,90.9,31.2,formerly smoked,0 +19234,Female,28,0,0,No,Private,Rural,84.59,23.5,Unknown,0 +52454,Male,9,0,0,No,children,Rural,121.8,18.7,Unknown,0 +13365,Male,50,0,0,Yes,Private,Rural,77.65,24.4,smokes,0 +60983,Male,70,0,0,Yes,Private,Urban,64.41,29.4,smokes,0 +14615,Female,30,0,0,No,Private,Urban,75.19,37,smokes,0 +50277,Female,51,0,0,Yes,Self-employed,Rural,67.97,29.4,smokes,0 +50811,Male,24,0,0,No,Private,Urban,119.34,38.5,never smoked,0 +16575,Male,17,0,0,No,Private,Rural,94.92,23.5,never smoked,0 +1246,Female,43,0,0,Yes,Govt_job,Rural,107.42,N/A,never smoked,0 +11176,Male,9,0,0,No,children,Rural,85.02,16.3,Unknown,0 +30712,Male,50,0,0,Yes,Private,Urban,103.51,35.9,never smoked,0 +31308,Female,49,0,0,Yes,Private,Urban,114.5,35.9,formerly smoked,0 +9612,Male,6,0,0,No,children,Urban,70.78,20.3,Unknown,0 +3325,Male,30,0,0,Yes,Self-employed,Rural,95.01,32.3,smokes,0 +52808,Male,73,0,0,Yes,Private,Urban,84.11,27.9,never smoked,0 +41513,Female,20,0,0,Yes,Private,Urban,74.02,22.3,never smoked,0 +36109,Male,42,0,0,Yes,Private,Urban,78.49,31.8,smokes,0 +53336,Female,79,0,0,Yes,Govt_job,Urban,74.22,29.7,Unknown,0 +56831,Female,55,0,0,Yes,Private,Urban,55.34,27.1,smokes,0 +52580,Female,27,0,0,No,Private,Rural,75.04,24.5,never smoked,0 +55592,Male,71,0,0,Yes,Private,Rural,109.73,28.9,never smoked,0 +33723,Female,9,0,0,No,children,Urban,95.81,N/A,Unknown,0 +26235,Male,23,0,0,No,Private,Rural,96.78,24.6,smokes,0 +16685,Female,71,1,0,Yes,Private,Urban,194.62,31.6,never smoked,0 +44583,Female,56,0,1,Yes,Private,Rural,70.02,32.3,never smoked,0 +25315,Male,31,0,0,Yes,Private,Urban,222.21,41.1,smokes,0 +58227,Female,64,0,0,Yes,Govt_job,Rural,62.41,30,never smoked,0 +60810,Male,46,0,0,Yes,Self-employed,Urban,55.83,26.4,never smoked,0 +34612,Male,55,0,0,Yes,Govt_job,Rural,65.12,30,never smoked,0 +8320,Male,2,0,0,No,children,Rural,73.62,20.8,Unknown,0 +25595,Female,58,1,0,Yes,Private,Urban,85.83,44,formerly smoked,0 +30550,Female,78,0,0,No,Private,Urban,103.86,30.6,Unknown,0 +49529,Female,1.16,0,0,No,children,Urban,60.98,17.2,Unknown,0 +13367,Female,35,0,0,Yes,Private,Rural,82.69,29.1,Unknown,0 +33585,Female,64,0,0,Yes,Private,Rural,250.2,27.4,Unknown,0 +49785,Female,18,0,0,No,Private,Rural,128.97,23.5,Unknown,0 +6886,Male,19,0,0,No,Private,Rural,84.31,31.8,never smoked,0 +38609,Male,47,0,0,Yes,Govt_job,Rural,74.8,23.5,never smoked,0 +22159,Female,54,1,0,No,Private,Urban,97.06,28.5,formerly smoked,0 +37413,Female,39,0,0,Yes,Private,Urban,77.54,32.7,Unknown,0 +4169,Female,37,0,0,No,Private,Rural,92.78,54.2,never smoked,0 +40055,Female,17,0,0,No,Private,Rural,173.43,25.6,smokes,0 +18888,Female,20,0,0,Yes,Private,Urban,79.08,41.2,never smoked,0 +45283,Female,31,0,0,Yes,Private,Urban,106.18,27,smokes,0 +42503,Female,56,0,0,Yes,Private,Rural,114.21,21.3,never smoked,0 +23645,Female,31,0,0,No,Private,Rural,91.08,34.3,never smoked,0 +62382,Male,82,0,0,Yes,Private,Urban,105.77,29.5,Unknown,0 +59521,Male,33,0,0,Yes,Private,Rural,74.88,31.6,smokes,0 +55386,Male,42,0,0,Yes,Private,Rural,123.15,26.1,smokes,0 +22685,Male,20,0,0,No,Private,Rural,184.25,27.5,never smoked,0 +46745,Male,22,0,0,Yes,Govt_job,Rural,117.69,26.5,never smoked,0 +72547,Male,61,0,0,Yes,Private,Rural,55.26,33.2,Unknown,0 +26973,Female,31,0,0,Yes,Private,Urban,106.51,40.2,never smoked,0 +41033,Female,31,0,0,Yes,Govt_job,Rural,55.27,32.5,formerly smoked,0 +5046,Male,17,0,0,No,Self-employed,Urban,98.42,23.4,Unknown,0 +71442,Female,30,0,0,Yes,Private,Rural,99.2,32.5,never smoked,0 +49624,Male,69,0,0,Yes,Private,Urban,98.92,23.9,formerly smoked,0 +10572,Female,63,0,0,Yes,Private,Rural,92.7,29.5,never smoked,0 +55847,Male,19,0,0,No,Private,Rural,106.7,24,never smoked,0 +42441,Male,7,0,0,No,children,Urban,152.81,17.7,Unknown,0 +28910,Female,51,0,0,Yes,Private,Urban,82.59,26.2,formerly smoked,0 +10381,Female,38,1,0,Yes,Self-employed,Urban,91,33.3,never smoked,0 +14387,Male,2,0,0,No,children,Urban,93.88,17.4,Unknown,0 +31956,Female,58,0,0,Yes,Private,Urban,76.99,29,never smoked,0 +17813,Female,69,0,1,Yes,Private,Rural,254.6,21.7,Unknown,0 +24665,Female,64,1,0,Yes,Private,Rural,93.99,37.8,formerly smoked,0 +13683,Female,31,0,0,Yes,Private,Urban,109.68,41.8,never smoked,0 +7387,Female,59,1,0,Yes,Private,Rural,92.04,24.2,never smoked,0 +57011,Female,54,0,0,Yes,Private,Rural,111.41,31.1,never smoked,0 +22384,Female,24,0,0,Yes,Private,Rural,97.92,23.1,never smoked,0 +24108,Male,19,0,0,No,Private,Urban,65.61,25.1,Unknown,0 +50053,Male,17,0,0,No,Private,Urban,62.37,41.3,never smoked,0 +69427,Female,29,0,0,No,Private,Urban,101.28,22.7,never smoked,0 +21688,Female,42,0,0,Yes,Private,Rural,88.31,24,smokes,0 +60777,Female,31,0,0,Yes,Govt_job,Rural,103.55,20.5,formerly smoked,0 +64732,Female,29,0,0,No,Private,Urban,60.26,20.4,never smoked,0 +42710,Female,23,0,0,No,Private,Urban,79.39,27.6,never smoked,0 +46683,Female,25,0,0,No,Private,Urban,122.01,27,smokes,0 +58909,Female,14,0,0,No,children,Rural,78.09,26.4,Unknown,0 +51125,Female,66,0,0,Yes,Private,Urban,89.7,34.9,smokes,0 +29077,Female,77,0,0,Yes,Private,Rural,95.1,35,never smoked,0 +4970,Male,79,0,0,Yes,Self-employed,Rural,112.64,28.5,formerly smoked,0 +58291,Female,52,0,0,Yes,Private,Rural,79.8,32.3,formerly smoked,0 +18616,Female,41,0,0,Yes,Private,Urban,82.2,23.9,Unknown,0 +99,Female,31,0,0,No,Private,Urban,108.89,52.3,Unknown,0 +55529,Male,39,0,0,Yes,Private,Rural,114.32,26.4,never smoked,0 +12204,Female,51,0,0,No,Govt_job,Rural,116.14,20.9,never smoked,0 +21397,Female,40,0,0,Yes,Govt_job,Urban,122.74,23.3,Unknown,0 +64633,Female,48,0,0,Yes,Private,Urban,94.04,32.7,never smoked,0 +23016,Male,55,0,0,Yes,Private,Rural,86.6,26.5,never smoked,0 +18412,Male,41,0,0,Yes,Private,Rural,82.32,27.9,Unknown,0 +67412,Female,39,0,0,Yes,Private,Rural,83.83,30.3,never smoked,0 +37545,Male,41,0,0,No,Govt_job,Urban,106.98,27.6,never smoked,0 +10324,Female,5,0,0,No,children,Urban,93.88,14.6,Unknown,0 +14491,Male,38,0,0,Yes,Govt_job,Urban,70.53,40.9,smokes,0 +64582,Male,40,1,0,Yes,Govt_job,Rural,212.01,28.4,never smoked,0 +25514,Male,12,0,0,No,children,Rural,65.88,23.7,Unknown,0 +7663,Male,20,0,0,No,Govt_job,Rural,106.97,27.9,formerly smoked,0 +66220,Male,53,0,0,Yes,Private,Urban,126.35,25.2,never smoked,0 +71793,Female,21,0,0,No,Private,Urban,129.16,34.4,Unknown,0 +25458,Female,70,1,0,Yes,Govt_job,Rural,88.66,36.7,formerly smoked,0 +69645,Male,61,0,0,Yes,Govt_job,Rural,112.95,22.2,formerly smoked,0 +53695,Male,70,0,0,Yes,Govt_job,Urban,81.59,27.2,never smoked,0 +26692,Female,38,0,0,Yes,Govt_job,Rural,76.82,27.3,never smoked,0 +33400,Male,59,0,0,Yes,Govt_job,Rural,73.75,27.3,smokes,0 +67078,Female,36,1,0,Yes,Private,Urban,91.56,42.2,never smoked,0 +32352,Female,31,0,0,Yes,Govt_job,Rural,104.55,26.4,never smoked,0 +22540,Female,65,0,0,Yes,Govt_job,Urban,84.84,39.4,Unknown,0 +26999,Male,61,1,1,Yes,Govt_job,Rural,86.06,34.8,never smoked,0 +65218,Male,2,0,0,No,children,Rural,109.1,20,Unknown,0 +30102,Male,52,0,0,Yes,Private,Rural,68.35,34.1,never smoked,0 +49521,Female,33,0,0,Yes,Private,Urban,121.04,31.4,Unknown,0 +54643,Male,5,0,0,No,children,Rural,160.83,17.8,Unknown,0 +29134,Female,32,0,0,Yes,Private,Rural,85.62,46.1,smokes,0 +68281,Female,54,0,0,Yes,Govt_job,Urban,74.23,28.1,formerly smoked,0 +40350,Female,51,0,0,No,Private,Urban,110.76,24.7,formerly smoked,0 +33410,Female,39,0,0,No,Govt_job,Urban,79.44,22.7,never smoked,0 +39375,Female,40,0,0,Yes,Private,Rural,119.52,34.6,never smoked,0 +2543,Female,19,0,0,Yes,Private,Rural,90.42,21.4,never smoked,0 +45289,Female,9,0,0,No,children,Urban,109.32,27.4,Unknown,0 +12106,Male,53,1,0,Yes,Govt_job,Rural,78.16,36.6,never smoked,0 +10792,Female,23,0,0,No,Private,Rural,79.13,32.9,formerly smoked,0 +19153,Female,19,0,0,No,Self-employed,Urban,84.06,24.7,never smoked,0 +47876,Male,1,0,0,No,children,Rural,89.3,21.4,Unknown,0 +25283,Female,48,0,0,Yes,Private,Urban,69.21,33.1,never smoked,0 +12270,Male,71,0,0,Yes,Govt_job,Rural,186.45,26.7,never smoked,0 +49949,Male,44,0,0,Yes,Private,Urban,58.47,24.4,never smoked,0 +50826,Female,53,0,0,Yes,Govt_job,Rural,189.49,25.8,Unknown,0 +28681,Female,70,1,0,Yes,Self-employed,Urban,99.6,34.3,formerly smoked,0 +41615,Female,1.4,0,0,No,children,Rural,126.18,18.1,Unknown,0 +14147,Male,49,0,0,Yes,Private,Urban,186.32,43.8,smokes,0 +41537,Female,17,0,0,No,Private,Rural,62.49,26.9,never smoked,0 +62332,Female,40,0,0,Yes,Private,Rural,74.51,36.6,never smoked,0 +25488,Female,46,0,0,Yes,Self-employed,Urban,94.63,24.9,never smoked,0 +45759,Female,32,0,0,Yes,Private,Rural,91.98,27.6,smokes,0 +71929,Male,2,0,0,No,children,Rural,56.77,20.9,Unknown,0 +14807,Female,40,0,0,Yes,Private,Urban,75.87,30.3,never smoked,0 +16110,Female,19,0,0,No,Private,Rural,77.19,37.4,smokes,0 +40970,Male,43,0,0,Yes,Private,Urban,135.75,35.9,smokes,0 +28933,Female,46,0,0,Yes,Private,Rural,100.15,50.3,smokes,0 +11709,Male,71,0,0,No,Private,Urban,95.08,31.5,never smoked,0 +37154,Female,31,0,0,Yes,Private,Urban,125.38,24.4,smokes,0 +16809,Male,41,0,0,Yes,Private,Urban,111.71,38.9,formerly smoked,0 +13907,Male,65,0,0,Yes,Self-employed,Rural,94.64,28.6,never smoked,0 +2314,Male,52,0,0,Yes,Private,Urban,226.7,N/A,smokes,0 +70380,Female,20,0,0,No,Private,Urban,112.96,27.5,never smoked,0 +63058,Female,77,0,1,Yes,Private,Rural,183.1,N/A,never smoked,0 +54071,Female,51,0,0,Yes,Private,Urban,105.36,43.7,Unknown,0 +67405,Female,37,0,0,Yes,Private,Urban,84.13,27,never smoked,0 +28024,Male,49,0,0,Yes,Private,Rural,102.47,29.3,formerly smoked,0 +11730,Female,62,1,0,Yes,Govt_job,Rural,77.04,34.7,never smoked,0 +2549,Female,17,0,0,No,Private,Rural,83.23,N/A,never smoked,0 +17245,Female,28,0,0,Yes,Private,Rural,87.01,39.9,never smoked,0 +70852,Male,80,0,0,Yes,Private,Rural,56.99,26.7,never smoked,0 +60957,Male,45,0,0,Yes,Private,Rural,73.01,24.8,formerly smoked,0 +19742,Female,37,0,0,Yes,Private,Urban,106.35,29.7,never smoked,0 +10782,Female,3,0,0,No,children,Rural,80.63,15.9,Unknown,0 +61742,Male,26,0,0,No,Private,Urban,103.61,31.4,never smoked,0 +4808,Female,71,0,0,Yes,Self-employed,Urban,91.35,N/A,formerly smoked,0 +13571,Male,58,0,0,Yes,Govt_job,Urban,194.04,27.8,never smoked,0 +49928,Female,59,0,0,Yes,Govt_job,Rural,111.99,35.5,formerly smoked,0 +52688,Male,74,1,0,Yes,Private,Rural,57.51,31.7,smokes,0 +24099,Male,17,0,0,No,Private,Rural,68.49,33.2,never smoked,0 +65698,Female,62,0,0,Yes,Private,Urban,60.2,27.7,formerly smoked,0 +47885,Male,37,0,0,Yes,Self-employed,Urban,160,31.9,formerly smoked,0 +13948,Female,19,0,0,No,Never_worked,Urban,86.96,25.8,never smoked,0 +17351,Female,59,0,0,Yes,Private,Rural,237.15,27.7,never smoked,0 +820,Female,59,1,0,Yes,Private,Rural,99.06,23.4,never smoked,0 +55721,Male,62,0,1,Yes,Self-employed,Urban,56.31,24.3,formerly smoked,0 +72310,Male,80,1,1,Yes,Self-employed,Urban,84.31,30.3,smokes,0 +24115,Female,54,0,0,Yes,Private,Rural,90.92,29.1,never smoked,0 +65766,Female,27,0,0,No,Private,Rural,104.33,20.1,never smoked,0 +42482,Female,4,0,0,No,children,Urban,62.61,21.2,Unknown,0 +25627,Male,81,1,0,Yes,Self-employed,Urban,231.19,31.6,formerly smoked,0 +7122,Female,41,0,0,No,Private,Rural,94.3,41.6,Unknown,0 +48755,Male,27,0,0,Yes,Private,Rural,104.48,36.4,smokes,0 +33551,Female,51,1,0,Yes,Private,Urban,72.62,30.5,never smoked,0 +62716,Female,59,0,0,Yes,Self-employed,Urban,81.64,32.8,Unknown,0 +68438,Female,51,0,0,Yes,Private,Rural,90.78,32.3,never smoked,0 +41148,Male,71,0,1,Yes,Private,Urban,70.71,30.1,never smoked,0 +14924,Male,48,0,0,Yes,Private,Urban,72.36,34.7,smokes,0 +47950,Female,49,0,0,Yes,Self-employed,Urban,59.76,29.7,Unknown,0 +8008,Female,35,0,0,No,Govt_job,Urban,83.76,N/A,smokes,0 +56089,Female,25,0,0,Yes,Private,Rural,63.64,31.3,formerly smoked,0 +9262,Female,31,0,0,Yes,Private,Rural,76.26,35.6,never smoked,0 +71896,Female,68,0,0,Yes,Private,Rural,82.06,35.2,formerly smoked,0 +38623,Male,39,0,0,No,Private,Urban,110.91,27.6,never smoked,0 +26503,Female,32,0,0,No,Private,Rural,77.16,35.2,smokes,0 +5475,Female,39,0,0,Yes,Private,Rural,69.58,28.1,Unknown,0 +15525,Female,63,0,0,Yes,Private,Urban,96.26,31.8,Unknown,0 +48748,Female,69,0,0,Yes,Private,Rural,87.27,23.3,smokes,0 +11745,Female,29,0,0,Yes,Private,Urban,65.36,28.8,formerly smoked,0 +17733,Female,1.72,0,0,No,children,Rural,109.51,19.5,Unknown,0 +71591,Female,58,0,0,Yes,Private,Urban,89.03,30,smokes,0 +11743,Female,32,0,0,Yes,Private,Urban,91.34,25.5,formerly smoked,0 +67864,Male,63,0,0,Yes,Private,Rural,57.82,28.8,formerly smoked,0 +34857,Male,57,0,0,Yes,Self-employed,Urban,81.15,40.2,formerly smoked,0 +34995,Female,77,0,0,Yes,Private,Rural,115.29,32.9,Unknown,0 +3606,Male,8,0,0,No,children,Urban,111.02,22.4,Unknown,0 +22952,Female,21,0,0,No,Govt_job,Urban,111.61,36.9,smokes,0 +32554,Female,16,0,0,No,children,Rural,109.02,19.8,Unknown,0 +45893,Female,8,0,0,No,children,Urban,106.51,12.3,Unknown,0 +72020,Male,71,0,1,Yes,Self-employed,Rural,207.32,32.4,smokes,0 +57879,Female,74,0,0,Yes,Private,Urban,87.11,24.8,never smoked,0 +53538,Female,7,0,0,No,children,Urban,61.68,16.4,Unknown,0 +17006,Male,19,0,0,No,Private,Rural,119.04,35.9,Unknown,0 +36638,Male,64,0,0,Yes,Private,Urban,86.05,23,Unknown,0 +41097,Female,23,1,0,No,Private,Urban,70.03,78,smokes,0 +36618,Male,75,0,1,Yes,Self-employed,Urban,207.64,30.5,formerly smoked,0 +37290,Male,80,0,0,Yes,Self-employed,Rural,236.84,26.8,never smoked,0 +54620,Male,40,0,0,Yes,Private,Urban,78.11,35.3,never smoked,0 +42108,Female,24,0,0,No,Govt_job,Rural,100.97,27.9,never smoked,0 +19681,Female,74,0,0,Yes,Self-employed,Urban,99.21,22.1,never smoked,0 +6988,Female,52,0,0,Yes,Self-employed,Urban,113.21,38.3,never smoked,0 +25287,Male,54,0,0,Yes,Private,Urban,92.95,41,never smoked,0 +224,Female,23,0,0,No,Private,Urban,110.16,N/A,never smoked,0 +56679,Male,19,0,0,No,Private,Rural,142.57,22.8,Unknown,0 +27146,Female,23,0,0,No,Private,Rural,92.87,30.1,never smoked,0 +16556,Male,13,0,0,No,Never_worked,Rural,111.48,20.8,Unknown,0 +5934,Female,51,0,0,Yes,Private,Urban,123,31.7,never smoked,0 +58999,Male,60,0,0,Yes,Govt_job,Urban,100.54,30.1,never smoked,0 +28261,Male,79,0,1,Yes,Self-employed,Urban,106.68,30.8,never smoked,0 +35222,Female,75,0,0,Yes,Private,Urban,86.4,42.6,never smoked,0 +44105,Female,69,1,0,Yes,Self-employed,Urban,61.81,37.1,Unknown,0 +65256,Female,57,0,0,Yes,Self-employed,Rural,128.28,34.2,never smoked,0 +62709,Female,47,0,0,Yes,Private,Rural,204.63,43.4,never smoked,0 +36698,Female,33,0,0,Yes,Private,Urban,89.98,18.7,smokes,0 +7273,Female,51,0,0,Yes,Self-employed,Urban,232.89,34,smokes,0 +20044,Female,47,0,0,Yes,Private,Rural,98.58,23.2,never smoked,0 +54769,Male,15,0,0,No,Private,Urban,57.94,41.7,Unknown,0 +57372,Male,1,0,0,No,children,Rural,123.21,15.1,Unknown,0 +30605,Female,20,0,0,No,Private,Urban,76.34,20.6,smokes,0 +13622,Male,6,0,0,No,children,Rural,92.98,18.9,Unknown,0 +12686,Male,50,0,0,No,Govt_job,Rural,92.81,26.6,never smoked,0 +39250,Male,31,0,0,Yes,Private,Urban,85.16,30.1,smokes,0 +2879,Female,15,0,0,No,Self-employed,Urban,90.1,32.1,never smoked,0 +59684,Female,3,0,0,No,children,Urban,65.15,15.1,Unknown,0 +48830,Male,30,0,0,Yes,Private,Urban,104.62,33.5,smokes,0 +56986,Male,17,0,0,No,Never_worked,Urban,113.25,23.4,never smoked,0 +47924,Male,24,0,0,No,Private,Urban,59.28,43.2,never smoked,0 +16402,Female,5,0,0,No,children,Urban,93.07,19.1,Unknown,0 +40889,Male,33,0,0,No,Private,Rural,77.42,26.1,Unknown,0 +4083,Female,30,0,0,No,Private,Rural,73.69,17.3,never smoked,0 +59336,Male,66,1,0,Yes,Private,Rural,74.9,32.1,never smoked,0 +5684,Male,40,0,0,No,Private,Urban,88.27,N/A,formerly smoked,0 +48843,Female,27,0,0,No,Private,Urban,58.39,30.4,never smoked,0 +5694,Male,21,0,0,No,Private,Rural,102.05,29.9,never smoked,0 +3673,Female,55,0,0,Yes,Private,Rural,112.47,32.8,smokes,0 +44481,Female,19,0,0,No,Private,Rural,72.84,22.7,never smoked,0 +10538,Male,75,1,1,Yes,Self-employed,Urban,195.03,28.7,formerly smoked,0 +9648,Female,71,0,1,Yes,Private,Urban,170.95,35.2,never smoked,0 +19101,Female,16,0,0,No,Private,Urban,87.98,22.4,never smoked,0 +31867,Female,49,0,0,No,Private,Rural,65.81,32.3,Unknown,0 +11973,Female,10,0,0,No,children,Urban,124.6,18.6,Unknown,0 +23633,Female,37,0,0,Yes,Private,Rural,83.65,42.1,smokes,0 +52549,Male,59,0,0,Yes,Govt_job,Rural,88.81,38,formerly smoked,0 +59178,Female,7,0,0,No,children,Urban,86.75,22.3,Unknown,0 +37349,Female,61,0,0,Yes,Private,Rural,123.36,33.4,never smoked,0 +44281,Male,34,0,0,No,Private,Rural,89.68,23.2,smokes,0 +55599,Female,9,0,0,No,children,Rural,69.87,18,Unknown,0 +45224,Female,46,0,0,Yes,Private,Rural,109.22,20.1,never smoked,0 +54747,Male,0.88,0,0,No,children,Rural,157.57,19.2,Unknown,0 +2751,Male,50,0,0,Yes,Govt_job,Urban,110.73,28.7,smokes,0 +6090,Male,19,0,0,Yes,Private,Urban,99.14,28.1,never smoked,0 +46385,Female,21,0,0,Yes,Private,Urban,59.15,22.6,never smoked,0 +46323,Female,2,0,0,No,children,Rural,165.11,18,Unknown,0 +28122,Female,37,0,0,Yes,Self-employed,Rural,77.44,21.4,formerly smoked,0 +50843,Male,20,0,0,No,Private,Rural,100.33,27.8,Unknown,0 +64464,Male,50,0,0,Yes,Private,Urban,57.93,27.6,Unknown,0 +66922,Male,61,1,1,No,Private,Rural,148.24,32.2,formerly smoked,0 +66494,Male,48,0,0,Yes,Private,Urban,91.96,24.9,Unknown,0 +42786,Male,82,0,1,Yes,Self-employed,Rural,72.93,27.1,formerly smoked,0 +33401,Male,64,0,0,Yes,Private,Rural,84.27,24.6,Unknown,0 +24174,Female,50,0,0,Yes,Govt_job,Rural,124.45,24.6,never smoked,0 +60211,Male,1.4,0,0,No,children,Urban,90.51,18.9,Unknown,0 +53279,Male,0.24,0,0,No,children,Rural,118.87,16.3,Unknown,0 +61715,Male,55,0,0,Yes,Private,Rural,56.42,31.8,never smoked,0 +37830,Female,29,0,0,No,Private,Urban,73.67,21,Unknown,0 +2454,Male,4,0,0,No,children,Rural,89.11,20.1,Unknown,0 +60663,Male,70,1,0,Yes,Private,Rural,74.04,29.1,never smoked,0 +46875,Male,35,0,0,Yes,Private,Urban,145.23,32.3,never smoked,0 +69091,Female,80,0,1,Yes,Private,Rural,100.8,29.4,never smoked,0 +1821,Female,54,0,0,Yes,Private,Urban,85.22,50.2,never smoked,0 +44978,Male,39,0,0,Yes,Govt_job,Rural,72.49,44.9,formerly smoked,0 +3437,Female,26,0,0,No,Private,Urban,82.61,28.5,smokes,0 +6355,Female,6,0,0,No,children,Rural,72.07,19.5,Unknown,0 +10762,Female,41,0,0,Yes,Private,Rural,79.85,45,Unknown,0 +58567,Female,42,0,0,Yes,Private,Rural,84.86,22.8,Unknown,0 +62187,Male,9,0,0,No,children,Urban,131.89,25.5,Unknown,0 +84,Male,55,0,0,Yes,Private,Urban,89.17,31.5,never smoked,0 +8521,Male,71,0,0,Yes,Private,Rural,227.91,31.6,formerly smoked,0 +72779,Female,14,0,0,No,children,Urban,131.77,31,Unknown,0 +45824,Female,77,1,0,Yes,Self-employed,Urban,102.01,29.5,Unknown,0 +61838,Female,50,0,0,Yes,Govt_job,Urban,128.63,23.1,Unknown,0 +57212,Male,49,0,0,No,Private,Urban,144.1,30.7,smokes,0 +62668,Female,51,0,0,Yes,Self-employed,Urban,143.15,44.7,formerly smoked,0 +33142,Male,79,0,0,Yes,Self-employed,Rural,116.67,33.5,never smoked,0 +17437,Female,63,0,0,Yes,Self-employed,Rural,85.6,25.9,Unknown,0 +38303,Female,66,0,0,Yes,Self-employed,Urban,142.12,28.3,never smoked,0 +12396,Female,20,0,0,No,Private,Urban,100.81,26.8,Unknown,0 +36484,Female,37,0,0,Yes,Govt_job,Urban,69.17,27.8,never smoked,0 +60047,Male,22,0,0,No,Private,Rural,58.38,36,never smoked,0 +16542,Female,60,0,0,Yes,Govt_job,Urban,86.34,22.1,never smoked,0 +18805,Male,39,0,0,Yes,Private,Urban,95.44,38.4,never smoked,0 +17869,Female,53,0,0,Yes,Private,Urban,94.78,30.1,Unknown,0 +6793,Female,55,0,0,Yes,Private,Rural,109.59,26.2,formerly smoked,0 +49265,Female,63,0,0,Yes,Private,Rural,79.26,26.6,smokes,0 +6606,Female,57,0,0,Yes,Private,Urban,78.46,32.6,never smoked,0 +23031,Male,82,0,0,Yes,Self-employed,Rural,85.29,27,never smoked,0 +69330,Male,56,0,0,Yes,Private,Rural,156.18,25.3,smokes,0 +22902,Male,41,1,0,Yes,Private,Urban,69.52,31.9,never smoked,0 +69622,Female,8,0,0,No,children,Urban,65.32,18.4,Unknown,0 +4807,Male,34,0,0,No,Private,Urban,108.47,30.4,smokes,0 +9641,Male,75,0,0,Yes,Private,Urban,105.63,28.2,smokes,0 +10313,Male,57,0,0,Yes,Private,Urban,77.93,35.7,formerly smoked,0 +12097,Female,72,0,0,Yes,Private,Urban,95.2,35,never smoked,0 +58037,Male,21,0,0,No,Private,Rural,78.52,27.2,never smoked,0 +45323,Female,51,0,0,Yes,Private,Urban,114.89,23,never smoked,0 +34281,Female,15,0,0,No,Private,Rural,95.43,25,Unknown,0 +7990,Female,24,0,0,Yes,Private,Rural,84.08,24.5,Unknown,0 +57622,Female,30,0,0,Yes,Govt_job,Rural,110.55,30.9,smokes,0 +39120,Female,82,0,0,No,Self-employed,Urban,82.21,26,never smoked,0 +68344,Female,62,0,0,Yes,Private,Urban,82.38,27.2,formerly smoked,0 +66752,Female,79,0,0,Yes,Govt_job,Urban,93.89,30.4,never smoked,0 +11691,Female,19,0,0,No,Private,Rural,75.08,21.7,Unknown,0 +5077,Male,45,0,0,Yes,Private,Urban,76.72,29.1,Unknown,0 +13319,Female,5,0,0,No,children,Rural,84.93,17.6,Unknown,0 +49279,Male,57,0,1,Yes,Private,Urban,76.5,29.2,formerly smoked,0 +53815,Female,31,0,0,No,Private,Urban,65.47,28.1,never smoked,0 +42856,Male,61,0,0,Yes,Private,Urban,99.16,26.6,smokes,0 +51579,Male,27,0,0,No,Self-employed,Rural,63.53,26.9,never smoked,0 +10752,Female,61,0,0,Yes,Private,Rural,78.65,36.2,formerly smoked,0 +42133,Female,53,0,0,Yes,Self-employed,Urban,63.78,25.9,never smoked,0 +4842,Female,76,0,0,No,Self-employed,Urban,77.52,40.9,formerly smoked,0 +58138,Male,57,0,0,Yes,Private,Rural,111.64,31.5,never smoked,0 +58203,Male,9,0,0,No,children,Urban,97.84,23.3,Unknown,0 +65053,Female,34,0,0,Yes,Private,Urban,113.01,37.6,never smoked,0 +24168,Male,51,1,0,Yes,Private,Urban,56.48,39.8,never smoked,0 +5824,Male,61,0,0,Yes,Private,Rural,204.5,35.1,formerly smoked,0 +6965,Female,19,0,0,No,Private,Rural,96.02,21.9,never smoked,0 +8332,Female,50,0,0,Yes,Private,Rural,206.25,53.4,formerly smoked,0 +61973,Female,80,1,1,Yes,Private,Rural,115.52,34.4,Unknown,0 +42821,Female,13,0,0,No,Private,Rural,60.69,24,smokes,0 +18687,Male,55,0,0,Yes,Self-employed,Urban,93.67,29.3,Unknown,0 +72642,Male,67,0,0,Yes,Govt_job,Urban,67.79,26,formerly smoked,0 +54782,Female,30,0,0,No,Self-employed,Rural,56.07,31.3,never smoked,0 +55862,Male,67,1,1,Yes,Private,Rural,254.63,31,never smoked,0 +24437,Female,82,0,0,Yes,Private,Rural,96.63,26.5,Unknown,0 +10367,Male,5,0,0,No,children,Rural,84.3,16,Unknown,0 +42550,Female,81,0,0,Yes,Self-employed,Rural,246.34,21.1,never smoked,0 +14178,Female,48,0,0,Yes,Private,Rural,195.16,42.2,Unknown,0 +65429,Female,66,0,0,Yes,Govt_job,Rural,93.34,27.7,never smoked,0 +66530,Female,38,0,0,Yes,Private,Urban,162.3,23.6,never smoked,0 +43146,Male,8,0,0,No,children,Urban,106.4,18.3,Unknown,0 +3509,Male,47,1,0,Yes,Private,Urban,110.25,44.3,never smoked,0 +57497,Male,27,0,0,No,Private,Rural,69.7,27.3,never smoked,0 +15220,Female,53,1,0,Yes,Private,Urban,87.03,55.2,formerly smoked,0 +4813,Male,27,0,0,No,Private,Urban,112.98,44.7,never smoked,0 +31166,Female,36,0,0,Yes,Govt_job,Rural,82.47,33.1,smokes,0 +9051,Female,50,0,0,Yes,Private,Urban,75.88,30,never smoked,0 +28669,Female,32,0,0,Yes,Private,Urban,84.63,40.1,Unknown,0 +59894,Female,58,0,0,Yes,Govt_job,Rural,109.56,23.1,never smoked,0 +18684,Female,73,0,0,Yes,Self-employed,Rural,89.45,30.3,formerly smoked,0 +35866,Female,62,0,0,Yes,Private,Rural,91.65,30.5,never smoked,0 +51907,Female,50,0,0,Yes,Self-employed,Urban,121.14,22.8,never smoked,0 +7250,Female,51,0,0,No,Private,Rural,87.77,42,Unknown,0 +16147,Female,19,0,0,No,Private,Rural,106.56,29.9,never smoked,0 +18306,Female,30,0,0,No,Private,Rural,93.88,24,formerly smoked,0 +69143,Female,45,0,0,No,Private,Rural,153.76,36.7,Unknown,0 +61769,Male,30,0,0,No,Private,Urban,88.65,22.2,never smoked,0 +26134,Female,28,0,0,Yes,Private,Urban,111.22,25.5,Unknown,0 +67603,Male,70,0,0,Yes,Self-employed,Urban,223.68,34.3,formerly smoked,0 +66772,Female,0.32,0,0,No,children,Rural,55.86,16,Unknown,0 +41861,Female,23,0,0,No,Private,Rural,63.73,25.6,smokes,0 +954,Male,18,0,0,No,Private,Rural,103.94,23.3,never smoked,0 +37888,Male,41,0,0,Yes,Private,Rural,92.49,41.6,Unknown,0 +34326,Male,52,0,0,Yes,Private,Urban,229.2,35.6,formerly smoked,0 +42329,Female,77,0,0,Yes,Private,Rural,75.06,22,Unknown,0 +23565,Male,34,0,0,Yes,Private,Urban,85.57,26.8,Unknown,0 +27323,Female,67,0,0,Yes,Self-employed,Urban,68.61,31.9,never smoked,0 +57854,Male,1.64,0,0,No,children,Urban,56.3,19.7,Unknown,0 +18414,Female,23,0,0,No,Private,Rural,193.22,N/A,smokes,0 +72836,Female,59,0,0,Yes,Private,Urban,65.98,31.1,Unknown,0 +17708,Male,62,0,0,Yes,Govt_job,Rural,204.57,34.4,Unknown,0 +66321,Male,47,0,0,Yes,Govt_job,Urban,64.99,33.2,never smoked,0 +53817,Female,71,1,0,Yes,Self-employed,Rural,66.12,N/A,never smoked,0 +66678,Female,22,0,0,No,Private,Urban,73.4,21.6,never smoked,0 +56734,Male,33,0,0,Yes,Govt_job,Urban,82.83,25.4,Unknown,0 +32240,Female,27,0,0,No,Private,Urban,93.55,41.6,never smoked,0 +28127,Female,44,0,0,Yes,Private,Rural,90.4,33.1,formerly smoked,0 +20347,Female,18,0,0,No,Private,Rural,98.1,21.8,never smoked,0 +40824,Male,47,0,0,Yes,Private,Rural,142.02,30,Unknown,0 +38678,Female,66,0,0,Yes,Self-employed,Rural,251.46,35.2,smokes,0 +29380,Female,42,1,0,Yes,Private,Rural,89.96,35.6,never smoked,0 +809,Male,13,0,0,No,children,Urban,71.73,N/A,Unknown,0 +65453,Female,56,1,0,Yes,Govt_job,Urban,82.44,27.8,smokes,0 +9415,Female,69,0,0,Yes,Self-employed,Urban,80.85,29.3,formerly smoked,0 +30989,Female,65,0,0,Yes,Self-employed,Rural,220.52,37.2,smokes,0 +65258,Male,53,0,0,Yes,Private,Urban,86.73,26.1,Unknown,0 +67052,Female,36,0,0,Yes,Private,Urban,76.93,21.6,never smoked,0 +62756,Female,69,0,0,Yes,Self-employed,Urban,113.1,22.7,never smoked,0 +69224,Male,19,0,0,No,Private,Rural,96.84,30.2,formerly smoked,0 +13323,Male,3,0,0,No,children,Urban,100.91,18,Unknown,0 +59940,Male,15,0,0,No,children,Urban,116.5,27.8,Unknown,0 +49042,Female,59,1,0,No,Private,Rural,57.26,23.5,never smoked,0 +66362,Female,61,0,0,Yes,Private,Urban,129.31,41.2,Unknown,0 +46093,Female,28,0,0,Yes,Private,Rural,56.47,22.7,never smoked,0 +10370,Male,52,0,0,Yes,Govt_job,Urban,86.06,29.2,formerly smoked,0 +156,Female,33,0,0,Yes,Private,Rural,86.97,42.2,never smoked,0 +11105,Male,80,0,0,Yes,Private,Urban,78.78,24,formerly smoked,0 +22363,Female,47,0,0,Yes,Private,Rural,195.04,45.5,never smoked,0 +46072,Male,2,0,0,No,children,Rural,103.25,19.4,Unknown,0 +65667,Female,48,0,0,Yes,Private,Rural,134.59,28.2,smokes,0 +47848,Male,1.56,0,0,No,children,Rural,93.74,20.1,Unknown,0 +71440,Female,26,0,0,Yes,Private,Urban,90.66,27.2,Unknown,0 +35231,Male,62,0,0,Yes,Govt_job,Urban,91.68,26.5,Unknown,0 +59734,Male,1.72,0,0,No,children,Urban,75.79,17.6,Unknown,0 +1893,Female,38,0,0,Yes,Private,Urban,91.68,42.8,formerly smoked,0 +32733,Female,28,0,0,Yes,Private,Rural,106.68,29.3,never smoked,0 +34728,Female,67,0,0,Yes,Private,Rural,82.31,21.3,never smoked,0 +30352,Male,57,0,0,Yes,Private,Rural,90.06,29.8,Unknown,0 +61338,Female,40,0,0,Yes,Private,Rural,65.47,24.1,smokes,0 +59275,Male,10,0,0,No,children,Rural,58.03,35.2,Unknown,0 +45497,Female,55,0,0,No,Private,Rural,83.09,18.8,never smoked,0 +19996,Female,7,0,0,No,children,Urban,88.6,17.4,Unknown,0 +50371,Male,56,0,0,Yes,Private,Urban,63.18,31.5,Unknown,0 +32687,Male,37,0,0,Yes,Private,Rural,78.42,29.9,never smoked,0 +35295,Male,69,0,0,Yes,Private,Urban,65.08,27.3,formerly smoked,0 +15746,Female,45,0,0,Yes,Govt_job,Urban,79.47,28.1,never smoked,0 +31517,Female,28,0,0,Yes,Private,Rural,95.52,28.9,never smoked,0 +43268,Female,52,1,0,No,Private,Urban,73,25.2,smokes,0 +54540,Male,46,0,0,Yes,Private,Rural,138.07,24.3,never smoked,0 +20973,Male,45,0,0,Yes,Govt_job,Rural,86.99,37.9,never smoked,0 +56245,Female,21,0,0,No,Private,Urban,112.07,28.2,never smoked,0 +9225,Male,4,0,0,No,children,Rural,105.76,18.4,Unknown,0 +45955,Female,45,0,0,Yes,Private,Urban,55.67,23.1,smokes,0 +3532,Female,71,0,0,Yes,Private,Urban,90.55,39.4,formerly smoked,0 +41291,Female,46,0,0,Yes,Private,Rural,218.65,29.5,never smoked,0 +53943,Female,3,0,0,No,children,Rural,111.21,18.3,Unknown,0 +52550,Female,79,0,0,Yes,Govt_job,Urban,83.56,28.7,smokes,0 +47414,Female,71,1,0,Yes,Private,Urban,116.76,32.9,formerly smoked,0 +38804,Male,74,0,0,Yes,Private,Rural,83.5,26.7,Unknown,0 +72861,Female,52,0,0,Yes,Private,Urban,69.3,20.1,never smoked,0 +53276,Female,49,0,0,Yes,Private,Urban,67.55,17.6,formerly smoked,0 +30944,Female,32,0,0,Yes,Private,Rural,80.28,43.7,never smoked,0 +33622,Male,62,1,0,Yes,Private,Urban,211.49,41.1,Unknown,0 +26191,Female,78,0,0,No,Private,Urban,67.96,26.8,Unknown,0 +69312,Female,48,0,0,Yes,Self-employed,Urban,99.29,31.2,never smoked,0 +39661,Male,18,0,0,Yes,Private,Rural,140.52,27.4,never smoked,0 +20162,Female,80,0,0,Yes,Private,Rural,75.62,25.1,smokes,0 +48989,Female,34,0,0,No,Govt_job,Rural,120.06,33,never smoked,0 +30411,Female,40,0,0,No,Private,Rural,117.45,30.7,smokes,0 +47735,Female,59,0,0,Yes,Private,Rural,224.71,42.9,never smoked,0 +51162,Female,11,0,0,No,children,Rural,122.75,14.3,Unknown,0 +8598,Female,35,0,0,Yes,Govt_job,Urban,82.39,33.2,never smoked,0 +57347,Female,29,0,0,No,Govt_job,Rural,57.02,43,formerly smoked,0 +4683,Male,23,0,0,No,Private,Urban,115.98,22.3,never smoked,0 +55775,Female,59,0,0,Yes,Private,Rural,226.11,32.8,formerly smoked,0 +32645,Female,44,0,0,Yes,Private,Rural,97.59,30.5,smokes,0 +46643,Female,62,0,0,Yes,Private,Rural,82.57,36,formerly smoked,0 +782,Female,32,0,0,No,Private,Urban,79.34,26.5,formerly smoked,0 +63565,Female,2,0,0,No,children,Rural,125.68,20.1,Unknown,0 +13602,Male,73,1,0,Yes,Self-employed,Rural,102.06,N/A,Unknown,0 +28326,Female,79,0,0,Yes,Private,Urban,65.59,28.1,never smoked,0 +26389,Female,2,0,0,No,children,Urban,120.85,16.2,Unknown,0 +16906,Male,43,0,0,Yes,Govt_job,Urban,101.65,30,never smoked,0 +35140,Male,43,0,0,Yes,Govt_job,Urban,210.94,31.3,never smoked,0 +16837,Male,62,1,0,Yes,Private,Rural,77.92,26.7,never smoked,0 +2750,Male,73,1,1,Yes,Self-employed,Rural,230.68,37.7,Unknown,0 +47585,Female,31,0,0,No,Self-employed,Urban,62.68,35.8,never smoked,0 +37404,Male,42,0,0,Yes,Private,Urban,55.22,27,never smoked,0 +39518,Female,20,0,0,No,Private,Rural,78.94,20.7,never smoked,0 +70678,Female,55,0,1,No,Private,Rural,109.69,22.2,smokes,0 +542,Female,3,0,0,No,children,Urban,79.63,N/A,Unknown,0 +38649,Female,23,0,0,No,Private,Rural,79.33,41.5,never smoked,0 +53266,Female,33,0,0,Yes,Private,Urban,79.91,33.5,never smoked,0 +26031,Female,14,0,0,No,Private,Rural,84.46,21.8,Unknown,0 +1191,Female,79,0,1,Yes,Private,Urban,68.4,22.1,formerly smoked,0 +36820,Male,64,1,0,Yes,Private,Rural,78.43,30.2,smokes,0 +62783,Female,76,0,0,Yes,Private,Urban,198.02,38.7,Unknown,0 +10133,Male,46,0,0,Yes,Private,Urban,85.35,32.1,smokes,0 +19778,Male,80,0,0,No,Self-employed,Rural,204.17,41.3,formerly smoked,0 +38255,Male,21,0,0,No,Private,Urban,82.71,20.1,formerly smoked,0 +41565,Female,33,0,0,No,Private,Urban,121.19,22.1,never smoked,0 +39423,Female,32,0,0,Yes,Private,Rural,106.02,24.9,smokes,0 +68908,Female,0.72,0,0,No,children,Urban,66.36,23,Unknown,0 +22440,Female,49,0,0,Yes,Private,Urban,267.76,29.3,formerly smoked,0 +28418,Female,41,0,0,Yes,Private,Rural,107.18,22.8,never smoked,0 +22566,Male,37,0,0,Yes,Private,Rural,74.58,31.6,Unknown,0 +7055,Female,58,0,0,Yes,Private,Urban,80.92,19.4,Unknown,0 +69177,Female,79,0,0,Yes,Private,Rural,90.77,22.5,never smoked,0 +33162,Female,23,0,0,No,Private,Rural,90.84,31.6,never smoked,0 +44764,Female,78,1,0,Yes,Self-employed,Rural,59.2,29.1,Unknown,0 +32157,Male,51,0,0,Yes,Private,Rural,217.71,N/A,formerly smoked,0 +61983,Female,41,0,0,Yes,Private,Urban,133.76,43.4,smokes,0 +72268,Male,68,0,0,Yes,Self-employed,Urban,61.36,26.5,formerly smoked,0 +39467,Female,30,0,0,No,Private,Rural,118.62,29.7,Unknown,0 +20282,Male,1.88,0,0,No,children,Rural,77.91,21.8,Unknown,0 +51159,Female,32,0,0,No,Govt_job,Urban,68.98,23.4,formerly smoked,0 +7167,Female,20,0,0,No,Private,Rural,112.08,23,never smoked,0 +59147,Male,20,0,0,No,Private,Urban,96.2,21.5,never smoked,0 +18192,Male,10,0,0,No,children,Rural,93.11,14.6,Unknown,0 +14049,Male,8,0,0,No,children,Rural,115.54,28.5,Unknown,0 +35927,Male,65,0,0,Yes,Private,Urban,88.57,29,smokes,0 +28150,Female,65,1,0,Yes,Private,Urban,180.76,26.9,Unknown,0 +8727,Male,46,0,0,Yes,Self-employed,Urban,83.12,29.6,formerly smoked,0 +7516,Male,53,0,0,Yes,Self-employed,Urban,94.89,28.5,never smoked,0 +6419,Female,79,0,0,No,Private,Rural,239.52,25.5,never smoked,0 +20425,Male,43,0,0,Yes,Self-employed,Rural,99.15,30.5,formerly smoked,0 +59878,Female,56,0,0,Yes,Self-employed,Urban,124.16,23,never smoked,0 +69355,Male,3,0,0,No,children,Rural,86.38,22.8,Unknown,0 +5858,Male,32,0,0,No,Private,Rural,93.68,31.4,never smoked,0 +39823,Female,41,0,0,Yes,Govt_job,Rural,229.86,35.2,smokes,0 +37053,Male,53,0,0,Yes,Govt_job,Rural,78.73,23.3,never smoked,0 +2082,Male,35,0,0,Yes,Private,Rural,115.92,N/A,formerly smoked,0 +48073,Male,67,0,0,Yes,Govt_job,Rural,93.71,31.2,formerly smoked,0 +16449,Female,33,0,0,Yes,Govt_job,Rural,76.66,24.8,never smoked,0 +5447,Female,21,0,0,No,Private,Rural,112.38,25.8,Unknown,0 +27145,Female,26,0,0,No,Private,Rural,89.3,48.4,smokes,0 +30328,Female,69,1,0,Yes,Govt_job,Rural,103.44,43.1,formerly smoked,0 +739,Female,73,0,0,Yes,Self-employed,Rural,79.69,N/A,formerly smoked,0 +44224,Male,15,0,0,No,Private,Rural,61.61,27.8,never smoked,0 +533,Female,3,0,0,No,children,Rural,94.12,21.4,Unknown,0 +45554,Female,1.24,0,0,No,children,Urban,62.4,22.1,Unknown,0 +32884,Female,80,1,0,Yes,Private,Urban,210.96,31.8,never smoked,0 +55744,Male,2,0,0,No,children,Urban,76.25,20.1,Unknown,0 +28414,Male,50,0,0,Yes,Private,Urban,103.48,29.1,smokes,0 +25767,Female,30,0,0,No,Private,Urban,96.42,22.6,Unknown,0 +71319,Male,15,0,0,No,Private,Rural,78.59,25.1,Unknown,0 +70031,Female,71,1,0,Yes,Private,Rural,195.25,33.3,never smoked,0 +23604,Male,4,0,0,No,children,Rural,103.76,15.9,Unknown,0 +46576,Male,2,0,0,No,children,Rural,68.52,20.8,Unknown,0 +31293,Male,11,0,0,No,children,Urban,92.17,19.5,Unknown,0 +70610,Female,45,0,0,Yes,Private,Rural,81.02,39,never smoked,0 +6044,Male,22,0,0,No,Govt_job,Rural,94.33,23.1,never smoked,0 +62284,Male,63,0,0,Yes,Self-employed,Rural,78.43,18.8,never smoked,0 +5821,Female,50,0,0,Yes,Private,Rural,217.39,50.6,Unknown,0 +22295,Female,25,0,0,No,Private,Urban,82.77,36.3,Unknown,0 +27583,Male,49,0,0,Yes,Private,Rural,88.13,32.8,never smoked,0 +9696,Male,39,0,0,Yes,Private,Urban,102.77,35.8,smokes,0 +1164,Female,43,0,0,No,Private,Rural,101.75,26.7,smokes,0 +48781,Male,67,0,0,Yes,Private,Rural,113.34,26.3,formerly smoked,0 +50947,Male,48,0,0,Yes,Private,Urban,63.33,26.5,smokes,0 +47844,Female,38,0,0,Yes,Private,Urban,69.34,43.7,never smoked,0 +45209,Female,14,0,0,No,Private,Rural,118.81,24.7,Unknown,0 +49412,Male,63,0,0,Yes,Govt_job,Urban,66.13,46.2,never smoked,0 +43088,Male,37,0,0,No,Private,Urban,67.53,49.5,formerly smoked,0 +16355,Male,20,0,0,No,Private,Urban,96.58,43.3,never smoked,0 +43172,Female,60,0,0,Yes,Private,Urban,57.89,30.9,formerly smoked,0 +43155,Female,13,0,0,No,children,Rural,78.38,38.7,Unknown,0 +11882,Male,34,0,0,No,Private,Urban,94.15,28.6,never smoked,0 +45669,Male,22,0,0,No,Private,Urban,89.53,30.2,Unknown,0 +65339,Female,46,0,0,Yes,Private,Urban,127.75,30.5,never smoked,0 +60399,Male,53,0,0,Yes,Self-employed,Rural,76.79,33.9,Unknown,0 +59604,Female,28,0,0,Yes,Private,Rural,141.15,28.6,never smoked,0 +22488,Female,62,0,0,Yes,Govt_job,Urban,88.63,24.5,never smoked,0 +33187,Female,6,0,0,No,children,Urban,201.25,N/A,Unknown,0 +44192,Female,11,0,0,No,children,Urban,130.15,17.2,Unknown,0 +16114,Male,66,0,0,No,Private,Urban,108.03,27.2,never smoked,0 +35293,Female,80,0,0,Yes,Self-employed,Rural,104.07,19.3,formerly smoked,0 +728,Male,8,0,0,No,children,Urban,88.83,18.5,Unknown,0 +45788,Male,53,0,1,Yes,Private,Rural,197.79,32,Unknown,0 +52150,Male,63,1,1,Yes,Private,Urban,150.45,44.5,formerly smoked,0 +26172,Male,31,0,0,Yes,Private,Rural,100.39,37,never smoked,0 +67814,Male,43,0,0,Yes,Govt_job,Rural,79.92,30.8,formerly smoked,0 +12618,Male,79,0,1,Yes,Self-employed,Urban,96.79,24.7,Unknown,0 +28952,Male,8,0,0,No,children,Rural,86.84,18.3,Unknown,0 +39123,Male,38,0,0,Yes,Private,Rural,61.27,44,Unknown,0 +53967,Female,80,0,0,Yes,Self-employed,Rural,72.61,27.6,never smoked,0 +34772,Female,49,0,0,Yes,Private,Rural,82.41,45.4,smokes,0 +43124,Female,50,0,0,Yes,Govt_job,Urban,74.72,28.5,never smoked,0 +51916,Male,13,0,0,No,children,Rural,57.37,17.6,Unknown,0 +68003,Male,46,1,0,Yes,Private,Rural,73.72,N/A,smokes,0 +59157,Male,73,1,0,Yes,Private,Urban,88.34,27.5,never smoked,0 +54383,Male,60,0,0,Yes,Private,Rural,101.34,32.8,never smoked,0 +6928,Male,44,0,0,Yes,Private,Rural,119.01,29.5,never smoked,0 +321,Female,79,0,0,No,Self-employed,Rural,71.98,36.4,never smoked,0 +21857,Female,5,0,0,No,children,Urban,84.91,26.1,Unknown,0 +33526,Female,51,0,0,Yes,Self-employed,Rural,91.63,35.3,Unknown,0 +37327,Female,71,0,0,Yes,Private,Urban,214.77,N/A,Unknown,0 +55976,Male,5,0,0,No,children,Rural,145.71,18.1,Unknown,0 +56090,Female,65,0,0,Yes,Self-employed,Rural,167.31,27.1,never smoked,0 +38350,Female,81,0,0,Yes,Self-employed,Urban,63.65,23,Unknown,0 +6040,Female,46,0,0,No,Private,Rural,79.63,55,Unknown,0 +17639,Male,44,0,0,Yes,Govt_job,Rural,87.49,26.6,never smoked,0 +1678,Female,54,1,0,Yes,Private,Rural,98.74,N/A,never smoked,0 +27572,Female,25,0,0,No,Private,Rural,92.82,24.1,never smoked,0 +57668,Male,49,0,0,Yes,Govt_job,Urban,72.2,30.3,formerly smoked,0 +22001,Male,80,0,1,Yes,Govt_job,Rural,181.23,32.2,formerly smoked,0 +54184,Female,22,0,0,No,Private,Urban,63.37,26.5,never smoked,0 +27966,Female,61,0,0,Yes,Private,Urban,74.82,30.6,never smoked,0 +4702,Female,3,0,0,No,children,Rural,97.6,25.8,Unknown,0 +38123,Male,50,0,0,Yes,Private,Rural,93.04,41.9,smokes,0 +47345,Male,45,0,0,Yes,Private,Rural,97.12,29.2,never smoked,0 +17222,Male,55,1,0,Yes,Self-employed,Rural,82.81,44.3,never smoked,0 +45048,Female,21,0,0,No,Private,Urban,134.45,29.1,never smoked,0 +30084,Male,0.8,0,0,No,children,Rural,98.67,17.5,Unknown,0 +7195,Male,50,0,1,No,Private,Urban,85.82,31.9,never smoked,0 +16260,Male,73,0,1,Yes,Self-employed,Rural,189.45,32.2,never smoked,0 +52457,Female,58,0,1,Yes,Private,Rural,144.16,26,smokes,0 +50650,Male,30,0,0,No,Private,Rural,82.56,25.4,formerly smoked,0 +35913,Female,55,1,0,Yes,Private,Urban,206.4,54.8,never smoked,0 +52306,Male,57,0,0,Yes,Self-employed,Urban,67.97,27.9,never smoked,0 +132,Female,80,0,0,Yes,Govt_job,Urban,84.86,N/A,Unknown,0 +8951,Female,77,1,0,Yes,Self-employed,Urban,71.7,32.8,never smoked,0 +64752,Female,29,0,0,No,Private,Urban,72.02,34,formerly smoked,0 +51285,Female,46,0,0,Yes,Private,Urban,61.81,25.5,Unknown,0 +14349,Female,40,0,0,Yes,Private,Urban,103.09,35.6,Unknown,0 +40571,Male,29,0,0,No,Private,Urban,73.75,28.3,never smoked,0 +40624,Female,37,0,0,Yes,Private,Rural,156.7,36.9,never smoked,0 +13072,Female,35,0,0,Yes,Self-employed,Urban,70.87,22.1,formerly smoked,0 +66310,Male,54,0,0,Yes,Self-employed,Rural,138.47,31.5,never smoked,0 +58101,Female,56,0,1,Yes,Private,Rural,64.66,26.7,formerly smoked,0 +22969,Female,26,0,0,Yes,Private,Rural,91.88,24.9,formerly smoked,0 +28904,Female,75,0,0,Yes,Self-employed,Rural,74.79,32.4,never smoked,0 +6563,Female,44,0,0,No,Private,Rural,78.18,32.2,never smoked,0 +55315,Male,63,0,0,Yes,Private,Rural,77.82,30.3,Unknown,0 +47537,Female,17,0,0,No,Private,Rural,112.23,28.7,never smoked,0 +45945,Male,46,0,1,Yes,Private,Urban,178.76,24.1,never smoked,0 +65849,Female,47,0,0,Yes,Private,Rural,121.43,25.3,never smoked,0 +31125,Female,50,0,0,Yes,Private,Rural,94.22,24.8,never smoked,0 +5103,Female,49,0,0,Yes,Private,Rural,67.27,N/A,formerly smoked,0 +54526,Male,76,1,0,Yes,Self-employed,Rural,197.58,34.8,formerly smoked,0 +67309,Male,47,0,0,Yes,Private,Rural,86.37,39.2,smokes,0 +2275,Female,47,0,0,Yes,Private,Urban,112.09,24.7,smokes,0 +29869,Male,49,0,0,Yes,Private,Urban,199.96,28.6,never smoked,0 +15757,Male,71,0,0,Yes,Private,Urban,85.33,27.7,never smoked,0 +38523,Female,65,0,0,No,Self-employed,Rural,86.33,33.1,never smoked,0 +65388,Female,40,0,0,No,Private,Urban,80.47,27.3,smokes,0 +60816,Female,82,1,0,Yes,Private,Urban,62.46,20.3,formerly smoked,0 +67350,Female,64,0,0,Yes,Govt_job,Rural,78.85,33.9,never smoked,0 +40124,Male,72,0,0,Yes,Self-employed,Rural,72.09,N/A,smokes,0 +20370,Female,50,0,0,Yes,Self-employed,Rural,103.81,28.3,never smoked,0 +35188,Female,40,0,0,No,Private,Urban,78.04,32.4,smokes,0 +28716,Female,74,0,0,Yes,Self-employed,Rural,94.67,19.7,Unknown,0 +56166,Female,30,0,0,Yes,Govt_job,Rural,62.25,33.7,never smoked,0 +47159,Male,68,0,0,Yes,Private,Urban,155.17,35.5,never smoked,0 +26242,Male,6,0,0,No,children,Urban,83.28,20,Unknown,0 +36226,Male,4,0,0,No,children,Urban,132.41,16.3,Unknown,0 +47357,Female,60,0,0,Yes,Private,Rural,62.78,36.4,Unknown,0 +33167,Female,59,0,0,Yes,Private,Urban,89.96,28.1,Unknown,0 +21042,Female,72,0,0,Yes,Self-employed,Rural,103.25,26.9,formerly smoked,0 +71062,Female,62,0,0,Yes,Private,Rural,126.99,29.4,formerly smoked,0 +32723,Female,13,0,0,No,children,Rural,102.27,17.2,never smoked,0 +49646,Male,72,0,1,Yes,Self-employed,Rural,113.63,26.5,Unknown,0 +35737,Male,1.08,0,0,No,children,Urban,86.09,19.5,Unknown,0 +24256,Male,35,0,0,Yes,Private,Rural,108.08,30.6,formerly smoked,0 +62340,Male,54,0,0,Yes,Private,Urban,108.34,31.9,never smoked,0 +39927,Male,40,0,0,Yes,Private,Rural,56.07,26.6,never smoked,0 +30677,Female,3,0,0,No,children,Urban,82.91,19.9,Unknown,0 +50453,Male,2,0,0,No,children,Urban,94.75,18,Unknown,0 +17398,Male,41,0,0,Yes,Private,Rural,101.79,26.7,Unknown,0 +20938,Female,61,0,0,Yes,Private,Rural,88.41,25.3,formerly smoked,0 +21850,Male,58,0,0,Yes,Govt_job,Urban,101.05,31.4,Unknown,0 +14241,Male,17,0,0,No,Private,Urban,85.07,21.1,never smoked,0 +43905,Female,64,0,0,No,Govt_job,Rural,108.1,17.9,never smoked,0 +40144,Female,32,0,0,No,Self-employed,Rural,93.17,27.5,smokes,0 +7806,Female,42,0,0,Yes,Private,Urban,158.89,37.6,smokes,0 +63984,Male,39,0,0,Yes,Private,Rural,205.77,24.1,never smoked,0 +13504,Female,10,0,0,No,children,Urban,112.34,18.1,Unknown,0 +62272,Female,78,0,0,Yes,Private,Urban,119.03,31,never smoked,0 +5878,Female,68,0,0,Yes,Private,Urban,237.21,26.6,smokes,0 +62767,Female,24,0,0,Yes,Private,Urban,89.68,38.7,never smoked,0 +239,Male,59,1,1,Yes,Private,Rural,246.53,27.2,formerly smoked,0 +3184,Female,45,0,0,Yes,Private,Urban,89.05,27.8,formerly smoked,0 +51959,Male,12,0,0,No,children,Rural,81.74,28.3,Unknown,0 +2092,Female,37,0,0,Yes,Private,Rural,98.12,27.5,never smoked,0 +69239,Female,43,0,0,Yes,Self-employed,Rural,105.59,43.3,smokes,0 +68235,Male,12,0,0,No,children,Rural,86,20.1,formerly smoked,0 +3956,Male,13,0,0,No,children,Urban,65.51,25.9,Unknown,0 +42703,Male,74,0,0,Yes,Self-employed,Urban,61.78,25.8,Unknown,0 +34436,Female,2,0,0,No,children,Rural,109.56,16.4,Unknown,0 +39258,Female,59,0,0,Yes,Self-employed,Urban,65.82,29.4,never smoked,0 +40513,Female,21,0,0,No,Private,Urban,90.16,28.9,smokes,0 +48648,Female,55,0,0,Yes,Private,Urban,64.45,26.7,never smoked,0 +48836,Female,14,0,0,No,children,Urban,91.85,27.8,never smoked,0 +71444,Female,53,0,0,Yes,Private,Rural,97.89,38.7,formerly smoked,0 +33983,Male,75,0,0,Yes,Govt_job,Rural,206.33,26.8,never smoked,0 +35372,Male,37,0,0,Yes,Govt_job,Rural,74.29,36.1,never smoked,0 +31849,Female,49,0,0,Yes,Private,Rural,107.4,26.7,smokes,0 +2772,Male,55,0,0,Yes,Private,Urban,87.72,27,Unknown,0 +11148,Male,57,0,0,Yes,Private,Rural,85.99,21.2,Unknown,0 +62387,Female,45,0,0,Yes,Private,Urban,100.84,21,never smoked,0 +50775,Male,46,0,0,No,Private,Urban,124.61,37.4,Unknown,0 +3807,Female,12,0,0,No,children,Urban,86.55,26.5,Unknown,0 +51339,Male,12,0,0,No,children,Rural,90.42,28.9,Unknown,0 +69259,Female,77,0,0,Yes,Private,Rural,100.85,29.5,smokes,0 +32826,Male,6,0,0,No,children,Urban,87.74,17.7,Unknown,0 +12414,Male,76,1,0,Yes,Private,Rural,80.15,34.9,formerly smoked,0 +21381,Female,52,0,0,Yes,Private,Urban,107.29,28.1,never smoked,0 +29375,Male,62,0,0,Yes,Private,Urban,206.98,36.8,smokes,0 +62452,Male,82,1,0,Yes,Private,Rural,227.28,33.3,never smoked,0 +68650,Male,69,0,1,Yes,Private,Rural,80.43,29.2,Unknown,0 +47622,Male,78,0,1,Yes,Self-employed,Urban,228.7,34,Unknown,0 +57124,Male,37,0,0,Yes,Private,Urban,120.07,33.9,smokes,0 +19382,Female,50,0,0,Yes,Private,Rural,93.47,28.7,never smoked,0 +44179,Female,41,0,0,Yes,Private,Urban,80.77,21.1,never smoked,0 +50098,Male,54,0,0,Yes,Private,Rural,150.27,38.2,smokes,0 +24674,Male,43,0,0,Yes,Private,Urban,81.94,27.7,smokes,0 +72361,Female,37,0,0,Yes,Private,Urban,70.75,35.8,Unknown,0 +14563,Male,9,0,0,No,children,Urban,83.83,27.1,Unknown,0 +40237,Female,11,0,0,No,children,Urban,73.66,20.5,never smoked,0 +36523,Male,56,1,0,Yes,Private,Urban,102.37,35.6,never smoked,0 +65970,Female,5,0,0,No,children,Rural,77.83,15.6,Unknown,0 +1577,Female,17,0,0,No,Private,Urban,70.01,43,Unknown,0 +51109,Female,6,0,0,No,children,Rural,119.88,17.8,Unknown,0 +5984,Male,25,0,0,Yes,Private,Rural,78.29,N/A,smokes,0 +46373,Female,57,0,0,Yes,Private,Rural,169.97,25.8,never smoked,0 +13062,Male,18,0,0,No,Private,Rural,123.79,20.5,Unknown,0 +47770,Male,2,0,0,No,children,Urban,80.98,19.9,Unknown,0 +32459,Female,76,0,0,Yes,Govt_job,Rural,84.21,24.4,never smoked,0 +12687,Male,1,0,0,No,children,Urban,101.31,18.3,Unknown,0 +7725,Male,54,0,0,Yes,Private,Urban,86.26,35.1,formerly smoked,0 +67217,Female,45,0,0,Yes,Private,Urban,92.86,35.1,formerly smoked,0 +49976,Female,54,0,1,Yes,Private,Urban,140.28,37.1,formerly smoked,0 +71318,Male,67,0,0,Yes,Govt_job,Rural,244.28,29.4,formerly smoked,0 +42201,Male,53,0,0,Yes,Private,Urban,124.16,31.7,never smoked,0 +11232,Male,47,0,0,Yes,Private,Rural,93.55,31.4,never smoked,0 +14709,Male,44,0,0,Yes,Private,Urban,99.34,33.1,never smoked,0 +57137,Male,65,0,0,Yes,Private,Urban,59.87,28.5,smokes,0 +36858,Female,40,0,0,Yes,Private,Rural,72.76,24,formerly smoked,0 +50373,Female,3,0,0,No,children,Rural,68.34,18,Unknown,0 +51124,Male,81,0,0,Yes,Self-employed,Urban,61.1,27.6,smokes,0 +13191,Female,24,0,0,No,Private,Rural,120.77,16.9,never smoked,0 +47330,Male,9,0,0,No,children,Rural,60.39,16.4,Unknown,0 +42191,Female,52,0,0,Yes,Govt_job,Urban,126.34,35.1,never smoked,0 +35332,Female,63,0,0,Yes,Private,Rural,93.24,28.8,never smoked,0 +49341,Female,78,0,0,Yes,Private,Rural,154.75,17.6,never smoked,0 +64750,Female,22,0,0,No,Private,Rural,62.81,21.3,never smoked,0 +70259,Female,2,0,0,No,children,Rural,65.96,19.7,Unknown,0 +36960,Female,79,0,0,Yes,Private,Rural,79.53,37.3,never smoked,0 +12992,Female,49,0,0,Yes,Private,Rural,96.85,35.5,never smoked,0 +4692,Female,74,0,0,Yes,Govt_job,Urban,251.99,25.5,never smoked,0 +62460,Male,62,0,0,Yes,Private,Rural,115.13,30,smokes,0 +72132,Male,16,0,0,No,children,Urban,102.3,21.9,Unknown,0 +41402,Male,62,0,0,Yes,Self-employed,Urban,78.99,45.5,never smoked,0 +40253,Male,27,0,0,No,Private,Rural,191.79,N/A,smokes,0 +63577,Female,50,1,0,Yes,Self-employed,Rural,68.8,34.9,never smoked,0 +11726,Female,49,0,0,Yes,Govt_job,Rural,83.84,19.3,formerly smoked,0 +13736,Male,24,0,0,Yes,Private,Urban,94.66,32.1,formerly smoked,0 +43913,Female,21,0,0,No,Private,Rural,107.98,26.9,never smoked,0 +41870,Male,17,0,0,No,Never_worked,Rural,61.01,32.5,Unknown,0 +37907,Female,22,0,0,No,Private,Urban,135.64,19.5,never smoked,0 +15987,Male,13,0,0,No,children,Urban,92.65,31.7,never smoked,0 +57166,Female,21,0,0,No,Private,Rural,121.11,21,Unknown,0 +44950,Male,51,1,0,Yes,Private,Rural,163.56,N/A,formerly smoked,0 +47627,Male,8,0,0,No,children,Urban,107.69,20.3,Unknown,0 +42460,Male,48,0,0,Yes,Self-employed,Rural,216.88,N/A,smokes,0 +8723,Female,16,0,0,No,Private,Rural,70.15,21.5,Unknown,0 +52559,Male,18,0,0,No,Private,Urban,83.02,40.4,Unknown,0 +937,Male,7,0,0,No,children,Urban,87.94,N/A,Unknown,0 +41271,Male,68,1,0,Yes,Govt_job,Urban,222.29,30.1,never smoked,0 +66893,Male,49,1,0,Yes,Govt_job,Urban,139.43,40.2,formerly smoked,0 +21491,Female,80,0,0,Yes,Private,Urban,213.11,34.7,never smoked,0 +51806,Male,31,0,0,Yes,Private,Rural,77.23,25.9,smokes,0 +59412,Female,25,0,0,Yes,Private,Urban,58.48,23.7,never smoked,0 +742,Female,39,0,0,No,Govt_job,Rural,87.33,34.3,never smoked,0 +42902,Male,35,0,0,Yes,Private,Rural,102.34,34.3,never smoked,0 +43059,Female,71,0,0,Yes,Self-employed,Rural,151.3,26.3,never smoked,0 +61512,Female,71,0,0,Yes,Self-employed,Urban,144.23,22.1,formerly smoked,0 +10943,Female,40,0,0,Yes,Govt_job,Rural,110.6,33.3,formerly smoked,0 +11447,Female,41,0,0,Yes,Govt_job,Urban,80.28,37.3,never smoked,0 +29233,Male,2,0,0,No,children,Rural,111.02,20.5,Unknown,0 +17762,Female,3,0,0,No,children,Rural,114.88,19.1,Unknown,0 +46284,Male,53,1,0,Yes,Self-employed,Urban,227.51,34.7,formerly smoked,0 +1405,Male,1.88,0,0,No,children,Urban,111.65,16.3,Unknown,0 +38493,Male,60,1,1,Yes,Private,Urban,201.01,28,never smoked,0 +57953,Female,5,0,0,No,children,Urban,129.01,17.2,Unknown,0 +30746,Female,30,0,0,Yes,Private,Rural,124.08,41.1,Unknown,0 +16949,Female,49,1,0,Yes,Govt_job,Rural,107.91,25,Unknown,0 +45297,Male,68,1,0,Yes,Private,Rural,95.4,27.5,never smoked,0 +40251,Female,23,0,0,No,Private,Rural,65.9,21.5,never smoked,0 +27013,Male,2,0,0,No,children,Urban,78.98,15.1,Unknown,0 +7586,Male,24,0,0,No,Self-employed,Rural,111.33,29.6,formerly smoked,0 +26452,Female,41,0,0,Yes,Private,Rural,104.36,30.2,never smoked,0 +16378,Female,63,0,0,Yes,Govt_job,Urban,123.87,34.9,Unknown,0 +5137,Male,64,0,0,Yes,Self-employed,Rural,210,30.7,formerly smoked,0 +4559,Male,38,0,0,No,Private,Rural,86.86,36.5,Unknown,0 +45357,Female,1.24,0,0,No,children,Rural,113.96,21.5,Unknown,0 +45257,Female,38,0,0,Yes,Private,Rural,81.28,33.2,smokes,0 +34386,Female,43,0,0,Yes,Private,Rural,102.5,50.2,never smoked,0 +15219,Female,27,0,0,No,Private,Rural,78.05,22.3,never smoked,0 +39202,Female,61,1,1,Yes,Private,Urban,237.58,N/A,formerly smoked,0 +9076,Male,42,0,0,Yes,Self-employed,Urban,86.07,27.3,Unknown,0 +72824,Male,46,0,0,Yes,Private,Rural,59.05,28.3,formerly smoked,0 +64132,Male,67,0,1,Yes,Self-employed,Rural,95.88,31.9,Unknown,0 +52987,Female,34,0,0,Yes,Govt_job,Rural,70.18,24.9,Unknown,0 +17827,Male,51,0,0,Yes,Private,Rural,111.13,32.7,formerly smoked,0 +29378,Female,77,0,0,Yes,Private,Urban,79.3,26.4,Unknown,0 +29327,Female,30,0,0,No,Self-employed,Urban,65.84,24.8,smokes,0 +48609,Female,81,0,1,Yes,Private,Rural,123.49,30.7,smokes,0 +4833,Female,12,0,0,No,children,Rural,207.45,25.4,smokes,0 +8085,Male,18,0,0,No,Private,Rural,143.45,32,smokes,0 +41820,Female,35,0,0,Yes,Govt_job,Rural,89.11,24.4,never smoked,0 +72474,Female,82,0,0,Yes,Govt_job,Rural,58.3,20.4,never smoked,0 +32094,Male,53,1,0,Yes,Self-employed,Urban,78.68,29.5,never smoked,0 +66818,Male,75,0,0,Yes,Govt_job,Urban,98.91,24.4,never smoked,0 +49057,Female,32,0,0,No,Private,Rural,67.92,22.8,smokes,0 +18070,Female,27,0,0,No,Private,Rural,73,20,never smoked,0 +17860,Male,56,0,0,Yes,Private,Rural,97.5,36.3,formerly smoked,0 +17078,Male,71,0,0,Yes,Private,Urban,108.43,32.8,smokes,0 +23836,Male,78,0,0,Yes,Private,Urban,90.43,34.4,formerly smoked,0 +5296,Female,44,0,0,No,Private,Urban,76.3,30.5,never smoked,0 +48184,Male,62,0,0,Yes,Private,Rural,121.27,29.7,smokes,0 +9511,Male,27,0,0,No,Private,Urban,119.67,36.9,Unknown,0 +19389,Female,42,0,1,Yes,Govt_job,Urban,226.93,34.2,smokes,0 +25559,Female,66,0,1,Yes,Govt_job,Rural,76.11,37,Unknown,0 +11770,Female,25,0,0,Yes,Govt_job,Urban,93.23,N/A,smokes,0 +34496,Female,82,0,0,Yes,Private,Urban,253.16,47.5,Unknown,0 +8096,Female,49,0,0,Yes,Private,Urban,101.02,24.2,smokes,0 +49709,Female,77,1,0,Yes,Self-employed,Rural,238.53,30.6,never smoked,0 +19735,Female,59,0,0,Yes,Private,Rural,79.18,52.8,formerly smoked,0 +31415,Female,54,0,0,Yes,Private,Urban,207.79,38.6,never smoked,0 +71322,Female,38,0,0,Yes,Private,Rural,196.2,32.8,never smoked,0 +72337,Female,55,0,0,Yes,Private,Urban,231.76,42.9,never smoked,0 +25454,Female,13,0,0,No,children,Rural,93.3,25.9,Unknown,0 +15310,Female,45,0,0,Yes,Private,Urban,110.47,24.7,smokes,0 +10245,Female,54,0,0,Yes,Self-employed,Rural,77.52,35.8,never smoked,0 +29224,Male,30,0,0,Yes,Private,Urban,91.23,N/A,smokes,0 +7550,Female,51,0,0,Yes,Private,Rural,216.92,31.2,Unknown,0 +57917,Female,47,0,0,Yes,Private,Urban,157.01,26.1,smokes,0 +24219,Male,25,0,0,Yes,Private,Urban,93.51,30.8,never smoked,0 +49023,Male,61,1,0,Yes,Self-employed,Rural,102.54,40.5,never smoked,0 +51020,Female,55,0,0,Yes,Private,Rural,87.78,25.2,formerly smoked,0 +52089,Female,23,0,0,No,Private,Urban,126.67,28.7,smokes,0 +29095,Male,71,1,0,Yes,Self-employed,Rural,93.6,N/A,never smoked,0 +41424,Male,59,0,1,Yes,Self-employed,Rural,194.98,30.4,Unknown,0 +7297,Male,4,0,0,No,children,Rural,99.96,15.2,Unknown,0 +68994,Male,65,0,0,Yes,Private,Urban,58.87,36.6,never smoked,0 +25935,Female,50,0,0,No,Self-employed,Urban,77.67,34.5,Unknown,0 +29910,Male,42,0,0,Yes,Private,Urban,83.14,23.7,never smoked,0 +24567,Male,51,0,0,Yes,Self-employed,Urban,69.18,35.7,smokes,0 +54858,Male,66,0,0,Yes,Govt_job,Rural,218.54,38.9,smokes,0 +36679,Female,22,1,0,No,Private,Urban,71.22,40,never smoked,0 +59339,Male,5,0,0,No,children,Urban,82.41,18.4,Unknown,0 +18754,Male,19,0,0,No,Self-employed,Rural,82.07,29,never smoked,0 +34312,Female,47,0,0,Yes,Self-employed,Urban,73,20.6,never smoked,0 +57798,Male,12,0,0,No,children,Rural,127.25,28.2,Unknown,0 +37759,Female,53,0,0,Yes,Private,Rural,72.63,66.8,Unknown,0 +11605,Female,26,0,0,No,Private,Rural,108.2,26.2,never smoked,0 +47558,Male,62,1,1,Yes,Private,Urban,123.95,34.8,formerly smoked,0 +54264,Female,81,1,0,Yes,Private,Urban,58.71,34.5,never smoked,0 +47893,Male,63,0,0,Yes,Private,Rural,98.46,30.6,never smoked,0 +3178,Female,25,0,0,Yes,Private,Rural,68.78,55.1,formerly smoked,0 +61924,Male,8,0,0,No,children,Rural,133.63,18.8,Unknown,0 +18141,Male,76,0,1,Yes,Self-employed,Rural,101.43,29.1,Unknown,0 +58015,Female,44,0,0,No,Private,Rural,65.3,22.1,smokes,0 +354,Female,65,0,0,Yes,Private,Urban,72.49,28.9,smokes,0 +5777,Female,54,0,0,Yes,Private,Urban,65.49,34.7,Unknown,0 +43271,Female,24,0,0,No,Govt_job,Urban,63.4,20.3,smokes,0 +46210,Female,65,0,0,Yes,Self-employed,Rural,105.29,25.1,formerly smoked,0 +39714,Male,12,0,0,No,children,Urban,64.08,18.2,Unknown,0 +21785,Female,33,0,0,No,Private,Urban,78.34,25.5,never smoked,0 +36620,Female,74,0,0,Yes,Private,Rural,66.32,34.4,formerly smoked,0 +49495,Female,18,0,0,No,Private,Rural,168.15,48.5,never smoked,0 +21720,Female,77,0,0,Yes,Private,Rural,93.48,25.2,formerly smoked,0 +6304,Male,48,1,0,Yes,Self-employed,Urban,79.2,32.5,never smoked,0 +18887,Male,52,0,0,Yes,Private,Rural,107.45,42.1,formerly smoked,0 +30214,Male,23,0,0,No,Private,Rural,83.86,19.5,never smoked,0 +66419,Male,25,0,0,Yes,Private,Rural,119.96,27.7,never smoked,0 +57468,Female,44,0,0,Yes,Private,Rural,70.58,25.1,never smoked,0 +24218,Female,78,0,0,No,Private,Rural,87.7,29.6,never smoked,0 +69792,Female,37,0,0,Yes,Govt_job,Urban,65.29,32.9,never smoked,0 +6372,Female,32,0,0,Yes,Private,Urban,97.14,55.9,never smoked,0 +34664,Male,67,0,0,Yes,Private,Urban,110.68,25.1,formerly smoked,0 +40931,Female,41,0,0,Yes,Govt_job,Urban,91.93,24.7,smokes,0 +28559,Male,2,0,0,No,children,Urban,88.54,17.5,Unknown,0 +15166,Female,75,1,0,Yes,Private,Urban,183,20.8,Unknown,0 +49815,Female,17,0,0,No,Govt_job,Rural,115.93,23.3,never smoked,0 +1625,Female,13,0,0,No,children,Urban,99.13,22.8,Unknown,0 +56309,Female,25,0,0,Yes,Private,Rural,69.24,26.6,never smoked,0 +30116,Female,57,0,0,Yes,Private,Rural,102.28,25.5,never smoked,0 +52034,Male,31,0,0,Yes,Private,Urban,71.31,25.8,never smoked,0 +35584,Male,61,0,0,Yes,Private,Rural,89.75,25.4,never smoked,0 +2898,Male,46,0,0,Yes,Private,Urban,87.66,57.3,never smoked,0 +16593,Male,47,0,0,No,Private,Rural,237.17,N/A,Unknown,0 +17175,Female,15,0,0,No,children,Urban,81.11,20.2,Unknown,0 +63663,Male,47,0,0,Yes,Private,Urban,178.33,27.7,never smoked,0 +10603,Female,68,0,0,Yes,Private,Rural,81.38,23.1,Unknown,0 +40544,Male,0.4,0,0,No,children,Urban,109.56,14.3,Unknown,0 +49152,Female,40,0,0,No,Private,Rural,70.45,23.3,smokes,0 +1231,Female,62,0,0,Yes,Govt_job,Rural,73.44,23.4,Unknown,0 +43672,Female,45,0,0,Yes,Private,Urban,146.44,22.8,formerly smoked,0 +25107,Female,47,0,0,Yes,Private,Urban,65.04,30.9,never smoked,0 +39286,Female,35,0,0,Yes,Self-employed,Rural,151.25,28.4,Unknown,0 +32766,Male,51,0,0,No,Private,Rural,106.41,41.9,smokes,0 +15988,Male,60,1,0,Yes,Private,Urban,197.09,34.3,Unknown,0 +9011,Male,59,0,0,Yes,Private,Urban,93.58,25.1,smokes,0 +38043,Female,1.24,0,0,No,children,Rural,122.04,10.3,Unknown,0 +71721,Female,18,0,0,No,Private,Rural,80.06,31.8,Unknown,0 +14832,Female,81,0,1,Yes,Private,Urban,84.93,31.8,Unknown,0 +38094,Male,15,0,0,No,Self-employed,Urban,68.4,23,never smoked,0 +49789,Female,73,0,0,No,Govt_job,Urban,62.99,25.4,formerly smoked,0 +47350,Female,0.08,0,0,No,children,Urban,139.67,14.1,Unknown,0 +33525,Male,53,0,0,Yes,Govt_job,Urban,113.4,35.1,smokes,0 +12318,Male,45,0,0,Yes,Self-employed,Urban,101.92,26.9,Unknown,0 +54553,Male,70,1,0,Yes,Private,Urban,65.98,33,formerly smoked,0 +45976,Male,56,0,0,Yes,Private,Urban,84.3,22.1,Unknown,0 +43675,Female,7,0,0,No,children,Urban,61.42,20.8,Unknown,0 +12915,Female,66,0,0,Yes,Govt_job,Rural,85.52,30,never smoked,0 +4542,Female,53,0,0,Yes,Govt_job,Urban,83.79,44,Unknown,0 +65801,Female,20,0,0,No,Private,Urban,73.83,16.6,Unknown,0 +59953,Female,15,0,0,No,Private,Rural,69.38,28.4,never smoked,0 +60973,Male,51,0,0,Yes,Private,Urban,66.11,26.3,never smoked,0 +68739,Male,34,0,0,Yes,Private,Urban,149.62,39.4,formerly smoked,0 +35829,Female,33,0,0,Yes,Private,Urban,242.84,15.7,smokes,0 +53909,Female,53,1,0,Yes,Private,Urban,202.66,34.1,smokes,0 +5799,Male,69,0,1,Yes,Private,Rural,216.9,29.8,formerly smoked,0 +43772,Female,28,0,0,No,Private,Urban,103.78,23.6,Unknown,0 +3154,Female,81,0,0,Yes,Self-employed,Rural,114.88,18.3,formerly smoked,0 +45754,Female,20,0,0,No,Private,Urban,75.94,28.3,never smoked,0 +57485,Female,1.48,0,0,No,children,Rural,55.51,18.5,Unknown,0 +6128,Male,2,0,0,No,children,Rural,93.74,18.4,Unknown,0 +22623,Male,77,0,0,Yes,Private,Urban,71.44,24.1,smokes,0 +37082,Female,38,0,0,Yes,Govt_job,Urban,58.29,25.5,formerly smoked,0 +64541,Male,23,0,0,Yes,Private,Urban,115.83,25.3,never smoked,0 +47037,Female,67,0,0,Yes,Private,Urban,102.71,39.9,formerly smoked,0 +48614,Male,59,0,0,Yes,Govt_job,Urban,99.69,28.8,smokes,0 +15969,Female,41,0,0,Yes,Self-employed,Rural,102.89,37.2,formerly smoked,0 +17752,Male,76,0,1,Yes,Private,Urban,79.05,N/A,Unknown,0 +50889,Female,21,0,0,No,Govt_job,Rural,56.63,49.8,never smoked,0 +56459,Male,41,0,0,Yes,Private,Rural,87.34,34.3,formerly smoked,0 +34163,Male,54,0,0,Yes,Private,Rural,109.51,29,never smoked,0 +4538,Female,29,0,0,No,Private,Urban,81.43,N/A,formerly smoked,0 +14222,Female,25,0,0,No,Private,Urban,78.59,37.2,never smoked,0 +31461,Female,48,0,1,Yes,Self-employed,Urban,101.22,N/A,formerly smoked,0 +34001,Female,6,0,0,No,children,Urban,78.26,19.4,Unknown,0 +48964,Male,21,0,0,No,Private,Rural,105.47,26.2,never smoked,0 +40393,Female,32,0,0,No,Private,Urban,68.19,21.1,never smoked,0 +16488,Female,57,1,0,Yes,Private,Urban,210,N/A,never smoked,0 +47947,Female,64,0,0,Yes,Self-employed,Rural,114.47,31.6,smokes,0 +51149,Male,70,0,0,Yes,Private,Urban,66.85,29.3,Unknown,0 +17079,Male,44,0,0,Yes,Private,Rural,94.71,28.4,smokes,0 +44781,Female,60,0,1,Yes,Private,Urban,208.05,35.3,smokes,0 +29385,Female,56,0,0,Yes,Private,Rural,222.6,40.1,smokes,0 +53610,Male,53,0,0,Yes,Private,Urban,80.81,39,formerly smoked,0 +48210,Male,59,0,0,Yes,Private,Rural,64.51,31.5,never smoked,0 +48072,Female,53,1,0,Yes,Private,Urban,151.56,28.5,Unknown,0 +32776,Male,63,0,0,Yes,Private,Urban,199.14,28.5,never smoked,0 +8960,Female,42,0,0,No,Self-employed,Rural,73.41,56,smokes,0 +63491,Female,63,0,0,Yes,Private,Urban,109.65,28.6,formerly smoked,0 +51883,Female,52,0,0,Yes,Govt_job,Rural,69.11,35.2,never smoked,0 +20460,Female,62,0,0,Yes,Private,Urban,114.41,32.5,never smoked,0 +47181,Female,68,0,0,Yes,Private,Urban,103.46,35.9,never smoked,0 +35432,Female,36,0,0,Yes,Private,Rural,95.36,25.1,never smoked,0 +44010,Female,3,0,0,No,children,Urban,57.33,16.8,Unknown,0 +50841,Female,40,0,0,Yes,Private,Rural,191.48,27.9,smokes,0 +71044,Female,8,0,0,No,children,Rural,71.63,16.3,Unknown,0 +1842,Male,58,0,0,Yes,Private,Urban,94,N/A,Unknown,0 +34720,Male,45,0,1,Yes,Private,Rural,93.77,N/A,Unknown,0 +9489,Female,65,0,0,Yes,Private,Urban,84.75,21.4,Unknown,0 +28725,Female,28,0,0,No,Private,Rural,89.24,32.7,formerly smoked,0 +30290,Female,40,0,0,Yes,Private,Urban,70.13,23.6,never smoked,0 +13723,Female,65,0,0,Yes,Private,Urban,82.26,19.8,formerly smoked,0 +26328,Male,58,1,0,Yes,Private,Urban,200.16,33.1,never smoked,0 +60104,Male,44,0,0,Yes,Private,Urban,80.73,28.1,smokes,0 +48722,Female,54,0,0,Yes,Private,Urban,75.09,38.9,formerly smoked,0 +14481,Female,79,0,0,Yes,Self-employed,Urban,80.57,23.8,never smoked,0 +67963,Female,62,1,0,No,Private,Rural,77.04,33.8,formerly smoked,0 +70752,Male,37,0,0,Yes,Private,Urban,145.26,26.7,Unknown,0 +52419,Male,66,0,0,Yes,Private,Urban,190.4,N/A,formerly smoked,0 +14711,Male,63,0,0,Yes,Self-employed,Urban,82.08,32.2,formerly smoked,0 +26366,Female,27,0,0,No,Private,Rural,103.35,28.1,formerly smoked,0 +12436,Male,6,0,0,No,children,Urban,97.46,21.3,Unknown,0 +36722,Female,30,0,0,Yes,Private,Urban,123.65,44,smokes,0 +37698,Female,15,0,0,No,children,Urban,87.96,21.5,formerly smoked,0 +55235,Female,50,0,0,Yes,Self-employed,Urban,85.92,37.3,smokes,0 +20468,Female,32,0,0,Yes,Private,Urban,80.8,44.8,never smoked,0 +14677,Female,33,0,0,Yes,Self-employed,Rural,99.3,21.4,never smoked,0 +44171,Male,62,0,0,Yes,Private,Rural,62.56,32.3,never smoked,0 +70344,Male,82,0,0,Yes,Private,Urban,144.2,35.4,smokes,0 +8470,Female,71,0,0,Yes,Private,Urban,71.38,19.7,never smoked,0 +42743,Female,20,0,0,No,Private,Urban,95.5,31.3,Unknown,0 +13949,Female,44,0,0,Yes,Govt_job,Urban,67.06,35.5,never smoked,0 +61096,Male,57,0,0,Yes,Private,Rural,70.16,25.8,formerly smoked,0 +19239,Female,50,0,0,Yes,Govt_job,Urban,104.24,32.8,Unknown,0 +70447,Male,50,0,0,Yes,Private,Rural,122.48,35.9,smokes,0 +6879,Female,44,0,0,No,Govt_job,Urban,215.9,41.8,smokes,0 +37451,Female,47,0,0,Yes,Govt_job,Rural,108.56,27.3,formerly smoked,0 +5686,Male,35,0,0,Yes,Private,Urban,69.88,27.7,Unknown,0 +4789,Male,8,0,0,No,children,Rural,91.54,13.4,Unknown,0 +897,Male,3,0,0,No,children,Rural,65.85,17,Unknown,0 +69553,Female,29,0,0,Yes,Private,Rural,60.74,20,never smoked,0 +58438,Male,36,0,0,No,Private,Rural,233.52,40.9,never smoked,0 +29104,Female,19,0,0,No,Private,Urban,110.7,38.5,never smoked,0 +26862,Female,41,0,0,Yes,Govt_job,Rural,78.93,30.9,formerly smoked,0 +38036,Female,23,0,0,No,Private,Urban,124.5,33.4,Unknown,0 +36666,Male,14,0,0,No,children,Urban,57.95,17.1,Unknown,0 +16316,Male,35,0,0,Yes,Private,Rural,92.82,28.6,Unknown,0 +61365,Male,45,0,0,Yes,Private,Rural,58.25,24,smokes,0 +12512,Female,52,1,0,Yes,Private,Rural,213.54,32,never smoked,0 +31835,Male,19,0,0,No,Private,Urban,74.86,28.4,never smoked,0 +4099,Female,21,0,0,No,Private,Urban,78.35,20.3,Unknown,0 +26893,Male,8,0,0,No,children,Urban,101.26,33.8,Unknown,0 +35143,Female,35,0,0,Yes,Private,Urban,86.87,43.2,Unknown,0 +1486,Female,33,0,0,Yes,Private,Rural,124.01,22.7,Unknown,0 +5043,Female,53,0,0,Yes,Private,Urban,83.41,29.9,never smoked,0 +2513,Male,59,0,1,Yes,Govt_job,Urban,188.69,N/A,formerly smoked,0 +5451,Male,34,0,0,Yes,Private,Rural,86.51,N/A,formerly smoked,0 +3640,Female,31,0,0,No,Self-employed,Rural,70.65,29.9,Unknown,0 +17835,Female,43,0,0,No,Self-employed,Rural,92.4,22.7,Unknown,0 +26826,Female,61,0,0,Yes,Self-employed,Urban,73.36,16.1,never smoked,0 +45713,Female,57,0,0,Yes,Govt_job,Urban,219.5,33.8,formerly smoked,0 +37660,Male,11,0,0,No,children,Rural,105.73,22.6,never smoked,0 +24782,Male,36,0,0,Yes,Private,Rural,83.79,25.5,smokes,0 +63416,Female,16,0,0,No,Private,Urban,58.02,22.5,Unknown,0 +16953,Female,60,0,0,Yes,Govt_job,Rural,61.94,27.9,formerly smoked,0 +42082,Male,13,0,0,No,children,Rural,99.71,23.5,Unknown,0 +51660,Female,69,0,0,Yes,Self-employed,Rural,63.19,32.2,never smoked,0 +27135,Male,69,1,0,Yes,Private,Rural,107.11,N/A,smokes,0 +54058,Female,22,0,0,No,Private,Urban,56.84,29.9,smokes,0 +24272,Male,63,0,0,Yes,Govt_job,Rural,217.66,28.7,formerly smoked,0 +16028,Female,45,0,0,Yes,Private,Rural,77.19,37.2,smokes,0 +49645,Male,58,0,0,No,Private,Rural,76.22,22.2,formerly smoked,0 +54347,Male,61,0,0,Yes,Self-employed,Rural,155.32,26.6,formerly smoked,0 +4861,Female,30,0,0,Yes,Private,Urban,70.67,24.6,smokes,0 +54353,Female,78,1,1,Yes,Private,Urban,227.16,41.7,never smoked,0 +71016,Female,68,0,0,Yes,Private,Rural,58.69,26.2,formerly smoked,0 +33768,Female,16,0,0,No,Self-employed,Urban,88.85,27.1,Unknown,0 +62681,Female,38,1,0,Yes,Private,Urban,137.94,41.8,never smoked,0 +41007,Female,39,0,0,Yes,Private,Urban,60.6,34.2,never smoked,0 +35450,Female,51,0,0,Yes,Private,Rural,93.67,19.2,never smoked,0 +62793,Male,37,0,0,Yes,Private,Urban,79.56,25.2,never smoked,0 +66592,Male,16,0,0,No,Private,Rural,122.46,18.7,never smoked,0 +33462,Male,39,0,0,Yes,Private,Urban,92.32,43,never smoked,0 +29804,Male,24,1,0,Yes,Private,Rural,80.63,28.2,smokes,0 +33906,Male,51,0,0,Yes,Govt_job,Urban,92.32,34.7,smokes,0 +43510,Female,50,1,0,Yes,Govt_job,Urban,59.89,25.5,never smoked,0 +21202,Female,27,0,0,Yes,Private,Urban,80.57,39.8,smokes,0 +7222,Female,73,0,0,Yes,Self-employed,Urban,88.52,20.8,formerly smoked,0 +13561,Female,65,0,0,Yes,Private,Urban,88.82,28.2,formerly smoked,0 +29179,Female,76,1,1,Yes,Private,Rural,102.08,31,smokes,0 +5511,Male,66,0,0,Yes,Self-employed,Urban,71.38,N/A,formerly smoked,0 +20825,Female,53,0,0,Yes,Govt_job,Rural,84.9,21.6,never smoked,0 +67144,Female,65,0,0,Yes,Self-employed,Urban,82.21,26.2,Unknown,0 +15515,Female,48,0,0,Yes,Self-employed,Rural,209.9,N/A,smokes,0 +3753,Male,31,0,0,Yes,Private,Urban,74.05,26,Unknown,0 +27279,Male,1.72,0,0,No,children,Urban,90.46,22.5,Unknown,0 +48759,Female,45,0,0,Yes,Private,Rural,176.48,24,formerly smoked,0 +69524,Male,56,0,0,Yes,Self-employed,Urban,94.07,31.5,never smoked,0 +28443,Male,62,0,0,Yes,Self-employed,Urban,85.12,36.3,formerly smoked,0 +38578,Female,35,0,0,No,Private,Urban,71.81,25.4,Unknown,0 +66502,Male,16,0,0,No,Private,Rural,111.93,32.2,never smoked,0 +50978,Female,31,0,0,Yes,Govt_job,Urban,94.4,39.8,Unknown,0 +9034,Male,5,0,0,No,children,Urban,70,18.6,Unknown,0 +16582,Male,26,0,0,Yes,Private,Rural,95.57,30.7,smokes,0 +28500,Male,10,0,0,No,children,Urban,91.98,16.4,Unknown,0 +70241,Female,22,0,0,No,Private,Urban,66.29,20.5,smokes,0 +32452,Female,82,0,1,Yes,Self-employed,Rural,211.88,28.7,never smoked,0 +45573,Female,50,0,0,Yes,Private,Rural,76.55,29,smokes,0 +64412,Female,47,0,0,Yes,Private,Urban,56.67,24.4,never smoked,0 +66647,Male,31,0,0,Yes,Private,Rural,100.52,29.9,Unknown,0 +39450,Male,22,0,0,No,Private,Rural,58.96,25.3,Unknown,0 +57109,Female,12,0,0,No,children,Rural,81.66,23.5,formerly smoked,0 +3591,Female,63,1,0,Yes,Private,Rural,96.77,20.5,never smoked,0 +25138,Female,78,1,0,Yes,Private,Rural,91.63,33.5,smokes,0 +17277,Male,4,0,0,No,children,Urban,97.51,22,Unknown,0 +35333,Male,76,1,0,Yes,Private,Rural,225.6,29,never smoked,0 +18861,Male,32,0,0,No,Private,Rural,95.58,N/A,smokes,0 +15120,Female,81,1,0,Yes,Self-employed,Rural,210.23,30.7,never smoked,0 +29221,Female,39,0,0,Yes,Private,Urban,92.82,37.4,never smoked,0 +11412,Female,59,0,0,Yes,Private,Rural,234.82,51.8,never smoked,0 +38858,Male,2,0,0,No,children,Rural,65.67,16.6,Unknown,0 +6802,Female,37,0,0,Yes,Private,Urban,74.51,29.5,Unknown,0 +8644,Female,78,0,1,Yes,Private,Rural,81.99,27.3,formerly smoked,0 +54579,Female,75,0,0,Yes,Self-employed,Urban,87.69,27.5,formerly smoked,0 +41935,Male,34,0,0,No,Private,Rural,125.29,33.9,never smoked,0 +17926,Female,48,0,0,Yes,Govt_job,Rural,111.64,27.9,Unknown,0 +13862,Female,13,0,0,No,Never_worked,Urban,70.93,22.9,never smoked,0 +64523,Male,54,1,0,Yes,Private,Urban,89.93,32.1,never smoked,0 +66065,Male,13,0,0,No,children,Rural,137.45,18.2,Unknown,0 +71869,Female,24,0,0,No,Private,Rural,72.06,30.2,formerly smoked,0 +11024,Female,76,0,0,Yes,Private,Rural,97.9,31.3,formerly smoked,0 +46035,Male,1,0,0,No,children,Urban,84.85,20.3,Unknown,0 +24630,Male,57,0,0,Yes,Private,Rural,230.59,23.2,formerly smoked,0 +11238,Male,46,0,0,Yes,Private,Rural,92.81,30.8,Unknown,0 +54946,Female,26,0,0,No,Private,Urban,168.15,22.9,never smoked,0 +24229,Female,56,0,0,Yes,Self-employed,Urban,224.63,42.8,never smoked,0 +29934,Male,34,0,0,Yes,Private,Urban,108.12,22.2,Unknown,0 +28998,Male,25,0,0,No,Private,Rural,85.17,28.7,smokes,0 +19805,Male,60,0,0,No,Private,Urban,84.14,32.3,never smoked,0 +63668,Male,22,0,0,No,Private,Rural,85.57,24.2,formerly smoked,0 +24876,Male,35,0,0,Yes,Private,Urban,82.81,23.9,never smoked,0 +34719,Male,48,1,0,No,Private,Urban,110.53,34.2,never smoked,0 +48769,Female,38,0,0,Yes,Private,Rural,61.88,29,Unknown,0 +22536,Female,12,0,0,No,children,Urban,85.04,29.9,never smoked,0 +8760,Female,22,0,0,No,Private,Urban,140.4,23,smokes,0 +53126,Female,0.64,0,0,No,children,Urban,62.27,17.3,Unknown,0 +18179,Male,13,0,0,No,Private,Rural,99.44,21,never smoked,0 +38242,Female,78,0,1,Yes,Self-employed,Rural,88.9,34.3,Unknown,0 +68708,Female,23,0,0,No,Private,Urban,64.1,19.8,Unknown,0 +12366,Female,35,0,0,No,Private,Urban,97.58,24.3,Unknown,0 +42465,Female,78,1,0,Yes,Private,Rural,58.66,16.4,never smoked,0 +24638,Male,50,0,0,Yes,Govt_job,Urban,88.24,32.6,Unknown,0 +58587,Male,61,0,0,Yes,Private,Urban,61.32,23.7,smokes,0 +9170,Male,60,0,0,Yes,Self-employed,Urban,185.71,N/A,Unknown,0 +36545,Male,43,0,0,Yes,Private,Rural,62.99,27,formerly smoked,0 +19467,Male,60,1,0,Yes,Private,Urban,86.04,25.6,smokes,0 +16868,Female,51,0,0,Yes,Private,Rural,83.3,34,formerly smoked,0 +47608,Female,21,0,0,No,Private,Urban,208.17,24.9,never smoked,0 +38440,Male,16,0,0,No,Private,Rural,133.2,26.3,Unknown,0 +23543,Female,25,0,0,No,Private,Rural,81.54,43.1,Unknown,0 +65396,Female,36,0,0,Yes,Private,Rural,146.61,39.6,never smoked,0 +34621,Female,8,0,0,No,children,Urban,79.33,15.2,Unknown,0 +23561,Female,48,0,0,Yes,Private,Rural,84.56,41.8,never smoked,0 +16091,Male,14,0,0,No,Private,Rural,103.44,20.1,never smoked,0 +63597,Female,60,0,0,Yes,Private,Urban,185.31,39.3,never smoked,0 +57533,Male,61,1,0,Yes,Private,Urban,102.53,28.3,formerly smoked,0 +59370,Female,60,0,0,Yes,Private,Urban,65.78,27.5,Unknown,0 +57285,Male,56,0,0,No,Private,Rural,62.6,33.9,never smoked,0 +17515,Female,9,0,0,No,children,Rural,81.18,20,Unknown,0 +23988,Female,45,0,0,Yes,Private,Rural,76.68,34.8,smokes,0 +34958,Male,14,0,0,No,children,Urban,92.86,20.7,formerly smoked,0 +30620,Male,37,0,0,No,Private,Urban,90.95,24.6,smokes,0 +31811,Female,52,0,1,Yes,Private,Urban,85.66,39.4,never smoked,0 +1818,Female,30,0,0,No,Govt_job,Urban,88.2,N/A,smokes,0 +5478,Female,60,0,0,Yes,Self-employed,Urban,203.04,N/A,smokes,0 +26830,Female,47,0,0,Yes,Self-employed,Rural,68.37,29.4,smokes,0 +25883,Female,82,1,0,Yes,Self-employed,Urban,77.32,24.8,Unknown,0 +43657,Male,64,0,0,Yes,Govt_job,Rural,187.87,32.3,never smoked,0 +71917,Male,12,0,0,No,children,Rural,213.87,25.3,never smoked,0 +61299,Female,79,1,0,Yes,Private,Rural,119.62,39,Unknown,0 +24603,Male,77,0,0,Yes,Private,Urban,222.85,29.4,formerly smoked,0 +70654,Female,25,0,0,No,Private,Rural,100.82,31.9,Unknown,0 +49485,Female,26,0,0,No,Private,Rural,136.1,26.4,Unknown,0 +61641,Male,14,0,0,No,children,Rural,149.42,20.6,Unknown,0 +12600,Female,42,0,0,Yes,Self-employed,Rural,79.99,26.3,never smoked,0 +11566,Male,37,0,0,Yes,Private,Rural,118.21,23.6,Unknown,0 +72108,Male,8,0,0,No,children,Rural,56.3,18,Unknown,0 +35117,Female,78,0,0,Yes,Self-employed,Rural,84.49,26.4,never smoked,0 +22967,Male,18,0,0,No,Private,Rural,89.61,22,never smoked,0 +28913,Male,78,0,0,Yes,Private,Rural,100.09,30.5,Unknown,0 +70857,Female,55,0,0,Yes,Govt_job,Urban,198.36,29.1,smokes,0 +42229,Female,68,0,0,Yes,Self-employed,Rural,93.61,24.9,never smoked,0 +23459,Female,47,0,0,Yes,Private,Rural,75.43,36.4,smokes,0 +2209,Female,47,0,0,Yes,Govt_job,Urban,100.31,31.2,smokes,0 +38673,Female,51,0,0,Yes,Private,Rural,105.63,32.8,never smoked,0 +42184,Male,43,0,0,Yes,Self-employed,Rural,82.84,31.6,never smoked,0 +59250,Female,78,0,0,Yes,Govt_job,Urban,58.88,35.8,Unknown,0 +29525,Male,63,0,0,Yes,Private,Urban,92.27,35.2,formerly smoked,0 +42713,Female,45,0,0,Yes,Private,Urban,115.23,28,never smoked,0 +16066,Female,53,1,1,Yes,Private,Urban,196.25,24.9,smokes,0 +33692,Female,12,0,0,No,children,Rural,85.97,35.7,Unknown,0 +29232,Female,56,0,0,Yes,Private,Urban,114.33,30.7,smokes,0 +70122,Female,29,0,0,Yes,Private,Rural,72.52,33.9,never smoked,0 +25305,Male,10,0,0,No,children,Rural,99.87,N/A,formerly smoked,0 +66110,Female,55,0,0,Yes,Private,Rural,63.47,27.8,Unknown,0 +69461,Female,49,0,0,Yes,Govt_job,Urban,90.58,23.2,Unknown,0 +7885,Female,23,0,0,No,Private,Rural,92.26,17.1,Unknown,0 +60050,Female,53,0,0,Yes,Self-employed,Urban,113.74,31.6,smokes,0 +21608,Male,56,1,0,Yes,Govt_job,Urban,72.79,23.8,smokes,0 +32150,Female,56,0,0,Yes,Self-employed,Rural,94.71,29.6,smokes,0 +48069,Female,61,0,0,Yes,Private,Rural,194.53,45,never smoked,0 +24066,Female,45,0,0,Yes,Private,Urban,72.65,25.6,Unknown,0 +39242,Male,80,1,1,Yes,Private,Urban,86.68,27.7,formerly smoked,0 +57618,Female,47,0,0,Yes,Self-employed,Rural,140.39,25.5,never smoked,0 +14599,Female,3,0,0,No,children,Rural,77.87,18.3,Unknown,0 +27479,Male,63,0,0,Yes,Self-employed,Rural,104.7,21,formerly smoked,0 +10238,Female,68,1,0,Yes,Private,Urban,95.82,28.6,never smoked,0 +49014,Female,76,0,0,Yes,Govt_job,Urban,204.05,23.5,never smoked,0 +67063,Male,62,0,0,Yes,Self-employed,Urban,130.56,36.1,Unknown,0 +38488,Female,30,0,0,Yes,Private,Urban,67.78,29.2,smokes,0 +33298,Female,44,0,0,Yes,Private,Urban,105.29,27.6,formerly smoked,0 +48739,Male,47,0,0,Yes,Self-employed,Urban,135.19,36,smokes,0 +52428,Male,25,0,0,No,Private,Urban,116.12,20.4,smokes,0 +61171,Female,31,0,0,No,Private,Rural,59.63,19.9,never smoked,0 +40878,Male,71,0,0,Yes,Self-employed,Rural,56.43,29.2,formerly smoked,0 +61247,Female,32,0,0,No,Private,Rural,199.18,27.9,never smoked,0 +27799,Male,72,0,0,Yes,Private,Rural,209.26,38.1,formerly smoked,0 +2824,Female,44,0,0,Yes,Govt_job,Urban,91.21,24.1,never smoked,0 +12376,Male,63,0,0,Yes,Govt_job,Urban,95.16,37.8,formerly smoked,0 +72435,Female,37,0,0,Yes,Private,Urban,217.11,29.1,never smoked,0 +46864,Male,54,0,1,Yes,Govt_job,Urban,222.46,35.7,never smoked,0 +2019,Male,20,0,0,No,Private,Rural,70.96,N/A,Unknown,0 +26154,Male,56,0,0,Yes,Private,Rural,82.44,34.5,never smoked,0 +47972,Female,25,0,0,No,Govt_job,Rural,74.11,34.1,smokes,0 +47751,Female,19,0,0,No,Private,Urban,131.23,21.1,Unknown,0 +25405,Male,62,0,0,Yes,Govt_job,Urban,187.52,57.7,never smoked,0 +34525,Female,27,0,0,No,Private,Rural,83.26,22.2,never smoked,0 +13755,Male,5,0,0,No,children,Rural,99.07,20.5,Unknown,0 +56019,Female,20,0,0,No,Private,Urban,76.63,26.2,never smoked,0 +67942,Male,21,0,0,No,Private,Rural,65.09,23.5,never smoked,0 +43806,Male,44,0,0,Yes,Private,Urban,142.31,29.1,smokes,0 +39849,Male,39,1,0,No,Private,Urban,80.99,39.8,Unknown,0 +7344,Male,38,0,0,Yes,Govt_job,Rural,237.74,21.2,never smoked,0 +1741,Male,77,0,0,Yes,Private,Urban,74.26,N/A,formerly smoked,0 +52220,Female,26,0,0,No,Private,Rural,154.08,20.2,formerly smoked,0 +20129,Male,51,0,0,Yes,Private,Rural,78.29,30.8,never smoked,0 +61178,Male,39,0,0,Yes,Private,Urban,164.67,33.8,Unknown,0 +48226,Female,5,0,0,No,children,Rural,59.61,17.1,Unknown,0 +1151,Female,59,0,0,Yes,Self-employed,Urban,67.75,21.3,formerly smoked,0 +6672,Male,67,0,0,Yes,Private,Urban,92.73,N/A,never smoked,0 +10333,Female,45,0,0,Yes,Private,Urban,90.35,22.3,never smoked,0 +11134,Male,43,0,0,Yes,Private,Rural,77.86,28.9,never smoked,0 +25199,Female,80,0,0,Yes,Private,Rural,71.88,26.7,never smoked,0 +66490,Male,42,1,0,Yes,Govt_job,Urban,118.82,41,smokes,0 +10390,Female,8,0,0,No,children,Urban,67.33,16.7,Unknown,0 +33144,Female,68,0,0,No,Govt_job,Urban,121.66,29.1,smokes,0 +72497,Female,5,0,0,No,children,Rural,111.92,23.6,Unknown,0 +16783,Male,57,0,1,Yes,Self-employed,Urban,92.82,27.8,formerly smoked,0 +727,Male,44,0,0,Yes,Private,Rural,95.46,31.4,smokes,0 +51935,Male,16,0,0,No,Never_worked,Urban,59.99,28.2,never smoked,0 +44177,Female,60,0,0,Yes,Self-employed,Rural,68.96,30.8,Unknown,0 +2421,Female,58,0,0,Yes,Private,Urban,90.26,36.1,never smoked,0 +48693,Female,43,0,0,Yes,Private,Rural,91.9,32.7,formerly smoked,0 +5723,Female,50,0,0,Yes,Private,Urban,91.08,26.4,never smoked,0 +29470,Female,1.48,0,0,No,children,Rural,118.55,20.7,Unknown,0 +71590,Female,5,0,0,No,children,Rural,102.04,18.5,Unknown,0 +16600,Male,9,0,0,No,children,Rural,65.52,33.5,Unknown,0 +28309,Female,67,0,0,Yes,Private,Urban,82.09,14.1,never smoked,0 +41911,Female,21,0,0,Yes,Private,Rural,149.9,23.4,Unknown,0 +3390,Female,36,0,0,Yes,Private,Rural,100.33,23.2,never smoked,0 +31806,Female,70,0,0,Yes,Private,Urban,91.25,36,Unknown,0 +68750,Male,57,0,0,Yes,Private,Rural,89.81,35.6,never smoked,0 +32840,Female,52,0,0,Yes,Private,Urban,97.32,21.8,smokes,0 +49797,Female,28,0,0,No,Private,Rural,75.53,34.9,never smoked,0 +72096,Female,41,0,0,Yes,Private,Rural,121.44,20.4,never smoked,0 +13503,Male,81,0,0,Yes,Self-employed,Urban,83.52,25,never smoked,0 +41536,Female,33,0,0,Yes,Govt_job,Rural,57.92,22.3,Unknown,0 +17441,Female,31,0,0,No,Self-employed,Rural,75.27,27.3,never smoked,0 +62238,Female,42,0,0,No,Private,Urban,80.24,28.9,never smoked,0 +737,Male,10,0,0,No,children,Urban,88.69,30.4,Unknown,0 +4627,Male,34,0,0,No,Private,Urban,69.09,36.9,formerly smoked,0 +47208,Female,70,0,0,Yes,Self-employed,Rural,62.67,27.7,never smoked,0 +6844,Male,33,0,0,Yes,Private,Urban,98.74,44.4,never smoked,0 +60001,Female,58,0,0,Yes,Private,Rural,56.51,28.2,smokes,0 +44503,Female,25,0,0,No,Private,Rural,65.95,35,never smoked,0 +44938,Female,1.4,0,0,No,children,Urban,129.07,20.6,Unknown,0 +40371,Female,47,0,0,Yes,Private,Urban,62.47,26.5,never smoked,0 +39011,Female,14,0,0,No,children,Urban,69.82,25.1,never smoked,0 +1460,Female,82,0,0,Yes,Private,Urban,99.68,22.2,Unknown,0 +48364,Male,52,0,0,Yes,Govt_job,Urban,223.35,27.3,formerly smoked,0 +30285,Male,72,0,1,Yes,Self-employed,Rural,74.36,27.3,never smoked,0 +21472,Male,52,0,1,Yes,Self-employed,Rural,102.97,41.9,formerly smoked,0 +71182,Female,61,1,0,Yes,Govt_job,Urban,153.38,38.8,never smoked,0 +33412,Female,15,0,0,No,Private,Rural,87.1,18.3,never smoked,0 +16061,Female,1.56,0,0,No,children,Urban,113.4,19.5,Unknown,0 +60266,Male,6,0,0,No,children,Rural,94.88,17.2,Unknown,0 +70965,Male,3,0,0,No,children,Urban,82.73,20.8,Unknown,0 +56736,Male,18,0,0,No,Private,Rural,67.8,23.8,Unknown,0 +6537,Female,53,0,0,Yes,Self-employed,Urban,84.85,24.7,never smoked,0 +41827,Male,58,0,0,Yes,Private,Rural,135.89,23.1,formerly smoked,0 +49480,Female,31,0,0,No,Private,Urban,106.13,22.4,never smoked,0 +36704,Female,29,0,0,Yes,Self-employed,Rural,74.33,29.9,smokes,0 +8884,Female,5,0,0,No,children,Rural,109.4,20,Unknown,0 +49775,Male,40,0,0,Yes,Private,Rural,75.4,28.7,Unknown,0 +25777,Male,75,0,0,Yes,Private,Rural,87.69,26.2,formerly smoked,0 +2070,Male,52,0,0,Yes,Private,Urban,95.85,29.6,smokes,0 +15752,Male,39,0,0,Yes,Private,Urban,90.36,30.8,formerly smoked,0 +45915,Female,40,0,0,No,Private,Rural,63.45,32.7,formerly smoked,0 +48775,Female,78,1,0,Yes,Self-employed,Rural,201.07,21.8,Unknown,0 +65697,Female,39,0,0,Yes,Private,Urban,122.91,35.7,never smoked,0 +65229,Female,17,0,0,No,Private,Rural,55.41,25.4,Unknown,0 +56889,Male,45,1,0,Yes,Private,Urban,60.99,32.8,Unknown,0 +6596,Male,0.56,0,0,No,children,Rural,111.77,21.1,Unknown,0 +46577,Female,13,0,0,No,Private,Urban,77.63,31.7,never smoked,0 +63455,Male,26,0,0,Yes,Private,Urban,70.61,20,never smoked,0 +21724,Female,42,0,0,Yes,Self-employed,Urban,124.34,34.7,formerly smoked,0 +29863,Male,44,0,0,No,Private,Urban,103.44,28,never smoked,0 +69249,Female,3,0,0,No,children,Urban,124.5,16.4,Unknown,0 +8968,Female,42,0,0,Yes,Private,Urban,208.06,N/A,smokes,0 +20310,Male,25,0,0,No,Govt_job,Urban,75.5,24.6,never smoked,0 +11450,Female,41,0,0,Yes,Self-employed,Urban,98.85,24.6,never smoked,0 +31999,Male,51,0,1,Yes,Private,Rural,96.06,30.3,Unknown,0 +34133,Female,20,0,0,No,Private,Rural,93.74,23.7,Unknown,0 +44202,Female,25,0,0,Yes,Private,Urban,65.6,33.5,never smoked,0 +72311,Male,18,0,0,No,Private,Urban,113.24,24.9,Unknown,0 +18704,Female,37,0,0,Yes,Private,Rural,94.77,48.9,Unknown,0 +36518,Female,51,0,0,Yes,Private,Urban,145.22,31.4,Unknown,0 +35651,Male,2,0,0,No,children,Urban,112.92,18.4,Unknown,0 +13749,Female,38,0,0,Yes,Private,Rural,84.79,24.2,formerly smoked,0 +21521,Male,64,0,1,Yes,Private,Urban,103.28,34.3,smokes,0 +27163,Female,60,1,0,Yes,Private,Urban,109,N/A,Unknown,0 +8882,Male,22,0,0,No,Govt_job,Rural,96.18,25.1,never smoked,0 +32016,Male,71,1,0,Yes,Private,Rural,186.95,33.3,never smoked,0 +14287,Female,32,0,0,Yes,Private,Urban,68.66,22.6,Unknown,0 +60139,Female,32,0,0,Yes,Self-employed,Rural,128.72,26.3,smokes,0 +2447,Female,63,0,0,Yes,Private,Urban,85.04,29.7,formerly smoked,0 +42500,Male,0.24,0,0,No,children,Rural,146.97,18.5,Unknown,0 +44391,Male,54,0,0,Yes,Private,Urban,65.69,21.4,never smoked,0 +12741,Female,25,0,0,Yes,Private,Rural,97.52,45.5,formerly smoked,0 +15418,Female,80,0,0,Yes,Self-employed,Rural,90.43,34.2,never smoked,0 +69482,Female,31,0,0,Yes,Govt_job,Urban,81.71,32.7,Unknown,0 +32270,Male,53,0,0,Yes,Private,Rural,198.24,38.1,never smoked,0 +50983,Male,35,0,0,Yes,Private,Rural,90.51,26.7,never smoked,0 +6493,Male,31,0,0,No,Private,Urban,97.78,22.6,smokes,0 +45399,Male,60,0,0,Yes,Private,Urban,80.74,27.7,Unknown,0 +67099,Male,0.56,0,0,No,children,Rural,57.02,20.7,Unknown,0 +19585,Female,21,0,0,No,Private,Rural,93,25.7,never smoked,0 +26247,Female,78,0,0,Yes,Private,Rural,95.37,17.3,Unknown,0 +25818,Male,59,0,0,Yes,Govt_job,Rural,96.25,23.3,formerly smoked,0 +34261,Male,0.64,0,0,No,children,Rural,86.74,16.2,Unknown,0 +64128,Male,10,0,0,No,children,Urban,63.08,20.5,smokes,0 +62817,Male,60,0,0,Yes,Private,Urban,129.16,33.6,smokes,0 +69339,Male,11,0,0,No,children,Urban,99.79,20.2,Unknown,0 +25919,Male,48,1,0,Yes,Self-employed,Urban,83.34,49.3,never smoked,0 +71978,Female,50,0,0,Yes,Private,Urban,95.01,26.2,formerly smoked,0 +1473,Male,69,1,0,Yes,Private,Urban,229.21,30.1,smokes,0 +66546,Female,20,0,0,No,Private,Urban,80.08,25.1,never smoked,0 +56584,Female,22,0,0,No,Private,Rural,62,32.7,smokes,0 +38316,Male,55,0,0,Yes,Private,Rural,118.69,26.4,Unknown,0 +15647,Female,57,0,0,No,Private,Rural,77.57,21,Unknown,0 +59933,Female,29,0,0,No,Private,Rural,108.75,24.1,Unknown,0 +3429,Female,32,0,0,No,Govt_job,Urban,108.23,20.4,Unknown,0 +60963,Female,54,0,0,Yes,Private,Rural,151.33,30.9,formerly smoked,0 +67689,Male,37,0,0,Yes,Self-employed,Rural,82.43,39.1,Unknown,0 +31689,Female,58,0,0,Yes,Private,Rural,107.17,27.7,Unknown,0 +23240,Female,41,0,0,Yes,Private,Rural,91.46,29.5,never smoked,0 +30850,Male,72,0,0,Yes,Private,Urban,81.05,30.3,Unknown,0 +38920,Male,0.48,0,0,No,children,Urban,73.02,N/A,Unknown,0 +66080,Female,32,0,0,No,Private,Urban,114.37,37.8,Unknown,0 +57263,Female,54,0,0,Yes,Private,Urban,100.29,30.2,never smoked,0 +60126,Female,79,0,0,Yes,Private,Urban,68.37,24.2,smokes,0 +64393,Male,56,0,0,No,Self-employed,Rural,87.95,25.2,never smoked,0 +69285,Female,45,0,0,Yes,Private,Urban,73.27,22.2,smokes,0 +24428,Male,6,0,0,No,children,Rural,131.43,17.7,Unknown,0 +59642,Female,45,0,0,Yes,Private,Urban,107.29,29.6,never smoked,0 +12064,Male,60,0,0,Yes,Private,Rural,68.24,32.2,Unknown,0 +59737,Female,65,0,0,Yes,Private,Urban,74.01,28.7,smokes,0 +19352,Female,57,0,0,Yes,Private,Urban,95.4,19.5,Unknown,0 +61903,Male,58,0,0,No,Govt_job,Rural,95.75,38.5,smokes,0 +47701,Male,8,0,0,No,children,Urban,104.51,20.6,Unknown,0 +15225,Male,18,0,0,No,Private,Rural,108.87,21.5,Unknown,0 +66431,Male,49,0,0,Yes,Private,Urban,209.06,43.8,Unknown,0 +57236,Male,2,0,0,No,children,Rural,86.57,18,Unknown,0 +48453,Female,52,0,0,Yes,Private,Urban,120.25,28.2,Unknown,0 +8031,Female,63,0,0,Yes,Self-employed,Rural,85.51,26.6,smokes,0 +39139,Female,57,0,0,Yes,Private,Rural,84.18,35.5,never smoked,0 +4838,Female,50,0,0,Yes,Govt_job,Urban,82.37,30.7,never smoked,0 +22689,Male,12,0,0,No,children,Rural,96.15,18.7,Unknown,0 +37752,Female,35,0,0,Yes,Private,Rural,74.55,22.4,never smoked,0 +32320,Female,35,0,0,Yes,Self-employed,Urban,114.45,25.2,smokes,0 +14889,Male,64,0,0,Yes,Govt_job,Rural,113.68,24.2,never smoked,0 +13964,Female,42,0,0,Yes,Private,Rural,107.91,20.5,never smoked,0 +31746,Female,62,0,0,Yes,Private,Rural,83.85,24.5,never smoked,0 +17492,Female,3,0,0,No,children,Urban,101.3,24.8,Unknown,0 +1499,Female,43,0,0,Yes,Govt_job,Rural,72.13,42.6,never smoked,0 +34396,Female,52,1,0,Yes,Private,Urban,94.98,23.8,never smoked,0 +36750,Male,64,1,0,Yes,Private,Rural,228.42,42.3,formerly smoked,0 +68816,Male,59,0,0,Yes,Private,Rural,93.9,42.2,never smoked,0 +16129,Female,81,0,0,Yes,Self-employed,Urban,93.13,26.1,Unknown,0 +64006,Female,15,0,0,No,Private,Urban,121.6,22.8,never smoked,0 +51845,Male,50,0,0,Yes,Govt_job,Rural,84.4,42.3,formerly smoked,0 +30692,Male,73,0,0,Yes,Private,Rural,82.13,28.5,never smoked,0 +65712,Male,19,0,0,No,Private,Urban,73.33,23,never smoked,0 +42161,Female,30,0,0,Yes,Private,Urban,75.88,32.8,Unknown,0 +16938,Female,40,0,0,Yes,Self-employed,Rural,212.97,49.8,formerly smoked,0 +16113,Female,47,0,0,Yes,Govt_job,Rural,100.41,23.8,never smoked,0 +29388,Female,66,0,0,Yes,Private,Urban,202.05,31.7,smokes,0 +65109,Male,47,0,0,Yes,Private,Urban,71.42,34.9,smokes,0 +61242,Female,41,1,0,Yes,Govt_job,Rural,107.5,54,never smoked,0 +65252,Female,63,0,0,Yes,Govt_job,Rural,55.57,26.8,formerly smoked,0 +49615,Female,12,0,0,No,children,Urban,58.14,21.3,never smoked,0 +63511,Male,1.32,0,0,No,children,Rural,78.53,19.8,Unknown,0 +14089,Female,46,0,0,Yes,Private,Urban,78.79,42.4,smokes,0 +16987,Female,8,0,0,No,children,Urban,96.62,16.4,Unknown,0 +53399,Male,74,0,0,Yes,Private,Rural,65.28,28.2,never smoked,0 +36946,Male,74,0,0,Yes,Private,Rural,92.67,26.3,formerly smoked,0 +55522,Female,4,0,0,No,children,Rural,206.25,17,Unknown,0 +27954,Female,26,0,0,No,Private,Urban,114.18,23.3,never smoked,0 +5355,Male,63,0,0,Yes,Govt_job,Rural,231.69,56.1,formerly smoked,0 +69069,Female,48,0,1,No,Private,Rural,101.89,25.1,smokes,0 +11539,Female,24,1,0,No,Private,Urban,107.22,35.3,smokes,0 +16847,Male,47,0,0,No,Private,Rural,101.99,36.3,never smoked,0 +15873,Male,70,0,0,Yes,Private,Rural,72.56,30.4,formerly smoked,0 +15415,Male,41,1,1,Yes,Private,Urban,94.47,43.9,never smoked,0 +22891,Female,42,0,0,Yes,Self-employed,Urban,98.76,26.4,smokes,0 +7394,Female,57,1,0,No,Private,Rural,116.93,28.3,never smoked,0 +29915,Female,51,0,0,No,Private,Rural,219.96,42.3,never smoked,0 +62607,Male,15,0,0,No,Private,Urban,75.77,38,never smoked,0 +24404,Male,11,0,0,No,children,Urban,124.35,32.7,Unknown,0 +69666,Female,27,0,0,Yes,Self-employed,Urban,88.97,28.8,never smoked,0 +54997,Female,53,0,0,Yes,Self-employed,Rural,72.49,38.5,never smoked,0 +6199,Female,52,0,0,Yes,Govt_job,Rural,107.27,30.1,Unknown,0 +4635,Female,68,0,0,Yes,Private,Rural,97.96,31.3,never smoked,0 +3305,Male,65,0,0,Yes,Private,Urban,197.69,28.4,smokes,0 +24342,Female,23,0,0,No,Private,Rural,112.3,26.6,Unknown,0 +65093,Female,43,0,0,Yes,Self-employed,Urban,75.77,20.4,formerly smoked,0 +46261,Male,55,0,0,Yes,Private,Urban,76.51,34.7,Unknown,0 +42624,Female,52,0,0,Yes,Private,Urban,93.14,32.5,never smoked,0 +24735,Female,21,0,0,No,Private,Rural,80.84,30.7,Unknown,0 +50671,Male,78,1,1,Yes,Self-employed,Rural,199.88,29.6,formerly smoked,0 +1679,Male,35,0,0,Yes,Private,Rural,77.48,N/A,formerly smoked,0 +66680,Female,49,1,0,Yes,Private,Rural,65.34,39.4,never smoked,0 +34248,Male,50,1,0,No,Private,Urban,81.96,N/A,formerly smoked,0 +65336,Female,27,0,0,Yes,Private,Urban,98.71,26.1,formerly smoked,0 +68333,Female,52,1,0,No,Private,Rural,170.22,27.2,formerly smoked,0 +60210,Female,22,0,0,No,Private,Urban,73.5,41.3,smokes,0 +11573,Female,19,0,0,No,Private,Rural,72.39,N/A,smokes,0 +67890,Male,77,0,1,Yes,Private,Urban,102.96,20.9,formerly smoked,0 +49254,Male,57,1,0,Yes,Private,Urban,80.72,41.5,formerly smoked,0 +9199,Male,13,0,0,No,Self-employed,Urban,74.19,31.1,formerly smoked,0 +35402,Male,14,0,0,No,Private,Urban,77.12,24.5,formerly smoked,0 +25996,Female,29,0,0,Yes,Private,Urban,81.2,23,Unknown,0 +8345,Female,49,0,0,Yes,Private,Rural,114.76,24.7,never smoked,0 +63219,Male,1.24,0,0,No,children,Urban,109.97,19.3,Unknown,0 +8770,Male,21,0,0,No,Self-employed,Urban,92.87,37,never smoked,0 +22370,Male,36,1,0,No,Govt_job,Urban,113.05,31,smokes,0 +25930,Male,42,0,0,Yes,Private,Urban,68.24,33.1,formerly smoked,0 +33478,Female,56,0,0,No,Private,Rural,74.35,26.6,smokes,0 +23009,Male,46,0,0,Yes,Private,Urban,91.08,27.7,never smoked,0 +24885,Male,79,0,1,Yes,Self-employed,Urban,88.83,40.3,smokes,0 +58591,Female,25,0,0,No,Private,Rural,134.33,19.5,Unknown,0 +44777,Male,67,0,0,Yes,Private,Rural,208.78,26.7,Unknown,0 +46363,Male,37,0,0,Yes,Private,Rural,66.17,26.1,never smoked,0 +36377,Female,44,0,0,Yes,Private,Rural,222.29,38.2,never smoked,0 +15440,Female,36,0,0,Yes,Private,Rural,114.16,21.3,smokes,0 +56420,Male,17,1,0,No,Private,Rural,61.67,97.6,Unknown,0 +39531,Male,50,1,0,Yes,Private,Rural,220.36,40.9,formerly smoked,0 +55220,Male,53,0,0,Yes,Private,Urban,76.03,27.3,never smoked,0 +30731,Female,39,0,0,No,Self-employed,Urban,73.06,20.9,never smoked,0 +14479,Female,71,0,1,Yes,Private,Urban,187.88,29.2,formerly smoked,0 +40471,Female,18,0,0,No,Private,Urban,79.89,17.9,Unknown,0 +7384,Male,55,0,0,No,Self-employed,Rural,79.02,38,Unknown,0 +53422,Male,52,0,0,Yes,Private,Rural,191.66,26.1,smokes,0 +59745,Female,27,0,0,Yes,Private,Urban,76.74,53.9,Unknown,0 +24721,Male,24,0,0,No,Private,Urban,72.29,22.2,Unknown,0 +9644,Male,72,0,0,Yes,Private,Urban,92.59,24.6,formerly smoked,0 +50837,Male,41,0,0,Yes,Self-employed,Rural,80.42,33.4,formerly smoked,0 +67941,Female,29,0,0,No,Self-employed,Rural,62.47,34.4,formerly smoked,0 +43590,Female,26,0,0,Yes,Private,Rural,63.94,17.6,never smoked,0 +29014,Female,23,0,0,Yes,Private,Rural,77.73,19.2,never smoked,0 +66051,Male,43,0,0,Yes,Self-employed,Rural,115.79,31.8,Unknown,0 +70783,Female,43,0,0,Yes,Private,Urban,96.3,28.1,smokes,0 +10716,Female,49,0,0,Yes,Private,Rural,107.46,32.1,never smoked,0 +7868,Male,13,0,0,No,children,Rural,108.33,17.4,never smoked,0 +58350,Female,26,0,0,No,Govt_job,Rural,89.37,20.2,never smoked,0 +18927,Female,10,0,0,No,children,Urban,93.64,23.4,Unknown,0 +19550,Male,39,0,0,Yes,Private,Urban,217.75,39.5,never smoked,0 +31372,Female,41,0,0,Yes,Private,Rural,83.44,21.5,Unknown,0 +55262,Male,25,0,0,Yes,Private,Rural,93.88,24.3,smokes,0 +50238,Male,10,0,0,No,children,Urban,55.34,15.3,Unknown,0 +2868,Female,54,0,0,Yes,Govt_job,Rural,102.61,32.4,Unknown,0 +51343,Male,7,0,0,No,children,Rural,62.08,16.1,Unknown,0 +56324,Female,53,0,0,Yes,Self-employed,Rural,81.76,34.3,formerly smoked,0 +42047,Female,55,0,0,Yes,Self-employed,Urban,59.2,43.8,never smoked,0 +36486,Male,6,0,0,No,children,Urban,55.61,19.6,Unknown,0 +62456,Female,72,0,0,Yes,Self-employed,Urban,226.88,36.7,formerly smoked,0 +64980,Female,42,0,0,Yes,Govt_job,Urban,65.66,33.7,never smoked,0 +65962,Male,50,0,0,Yes,Private,Urban,58.7,38.9,smokes,0 +47521,Female,55,1,0,Yes,Govt_job,Urban,186.4,28,never smoked,0 +41501,Female,47,0,0,Yes,Govt_job,Urban,122.32,23.9,Unknown,0 +47582,Male,3,0,0,No,children,Urban,59.05,16.6,Unknown,0 +63938,Female,49,0,0,Yes,Self-employed,Urban,149.13,42.9,smokes,0 +49627,Female,12,0,0,No,children,Urban,82.39,17.1,never smoked,0 +61291,Male,28,0,0,Yes,Private,Rural,169.49,27.2,Unknown,0 +53032,Male,40,0,0,Yes,Private,Rural,80.25,30.3,formerly smoked,0 +45040,Male,55,0,0,Yes,Private,Urban,203.81,33.9,formerly smoked,0 +56791,Male,9,0,0,No,children,Urban,170.76,20,Unknown,0 +37320,Female,77,0,0,Yes,Private,Rural,80.85,19.4,Unknown,0 +72514,Male,18,0,0,No,Private,Rural,120.58,21.5,never smoked,0 +3842,Male,73,0,0,Yes,Private,Rural,86.57,28.5,formerly smoked,0 +38143,Female,67,1,0,Yes,Private,Urban,90.01,34.4,smokes,0 +54296,Male,58,0,0,Yes,Self-employed,Rural,68.84,43.7,formerly smoked,0 +48435,Female,2,0,0,No,children,Rural,155.14,13.7,Unknown,0 +42212,Female,38,0,0,Yes,Private,Urban,158.48,33.7,formerly smoked,0 +47607,Male,5,0,0,No,children,Rural,92.56,18,Unknown,0 +16535,Female,34,0,0,No,Private,Rural,90.15,27.9,formerly smoked,0 +66677,Male,78,0,0,Yes,Private,Rural,80.09,21.8,never smoked,0 +57270,Female,57,0,0,Yes,Private,Rural,189.44,35.8,never smoked,0 +22414,Female,17,0,0,No,Private,Rural,70.03,23.1,smokes,0 +63401,Female,71,0,0,Yes,Self-employed,Rural,249.29,30.3,smokes,0 +32252,Female,19,0,0,No,Private,Rural,72.52,32,Unknown,0 +17950,Male,56,0,0,Yes,Private,Urban,96.93,25,smokes,0 +53990,Male,64,0,1,Yes,Private,Urban,211.35,30.7,formerly smoked,0 +20565,Male,13,0,0,No,children,Rural,85.87,24.3,Unknown,0 +59993,Male,40,0,0,Yes,Private,Rural,60.96,11.5,never smoked,0 +42830,Male,80,0,1,Yes,Private,Urban,120.09,30.7,never smoked,0 +34721,Female,62,1,0,Yes,Govt_job,Urban,92.13,33.7,never smoked,0 +5157,Male,79,1,0,Yes,Self-employed,Urban,83.07,26.5,smokes,0 +48851,Female,9,0,0,No,children,Rural,77.67,17.6,Unknown,0 +26084,Female,77,1,0,Yes,Self-employed,Urban,109.51,N/A,never smoked,0 +23413,Female,26,0,0,No,Private,Urban,97.24,22.5,never smoked,0 +49970,Male,1.72,0,0,No,children,Rural,127.29,18.5,Unknown,0 +72414,Male,16,0,0,No,Private,Urban,134.8,22.4,never smoked,0 +21374,Female,40,0,0,Yes,Private,Urban,74.65,25.3,formerly smoked,0 +69623,Male,46,0,0,Yes,Private,Urban,85.84,37.3,never smoked,0 +40378,Male,45,1,0,Yes,Self-employed,Urban,90.43,39.7,smokes,0 +4671,Female,59,0,0,No,Private,Urban,74.35,28,never smoked,0 +17295,Female,31,0,0,Yes,Self-employed,Urban,206.59,41.4,smokes,0 +55466,Female,69,0,1,Yes,Private,Urban,196.33,25.3,never smoked,0 +65419,Male,73,0,1,Yes,Govt_job,Rural,70.23,28.1,never smoked,0 +34448,Female,56,0,0,Yes,Self-employed,Urban,242.94,41.2,never smoked,0 +14406,Female,80,0,1,Yes,Self-employed,Rural,103.06,28.8,never smoked,0 +924,Female,60,0,0,Yes,Govt_job,Urban,80.86,31,smokes,0 +71339,Female,40,0,0,Yes,Govt_job,Urban,114.32,28.3,smokes,0 +31443,Female,30,0,0,Yes,Govt_job,Urban,83.91,23.9,Unknown,0 +49672,Female,66,0,0,Yes,Govt_job,Rural,152.02,44.2,formerly smoked,0 +394,Male,78,1,0,Yes,Self-employed,Rural,75.19,27.6,never smoked,0 +63362,Female,37,0,0,Yes,Private,Urban,60.61,35.7,formerly smoked,0 +59928,Female,41,0,0,Yes,Self-employed,Rural,89.14,37.4,formerly smoked,0 +62289,Female,34,0,0,Yes,Private,Urban,97.23,27.5,Unknown,0 +59464,Female,18,0,0,No,Private,Rural,135.19,23.4,never smoked,0 +18680,Male,69,0,0,Yes,Self-employed,Urban,78.48,25.8,formerly smoked,0 +19439,Male,67,0,1,Yes,Private,Rural,97.24,N/A,Unknown,0 +27017,Male,28,0,0,No,Private,Urban,75.92,22.8,never smoked,0 +8277,Female,3,0,0,No,children,Urban,93.3,19.5,Unknown,0 +14099,Female,57,0,0,Yes,Govt_job,Urban,97.39,38,Unknown,0 +37128,Male,34,0,0,Yes,Private,Rural,134.61,23.4,never smoked,0 +57774,Male,50,0,0,Yes,Private,Rural,104.02,29.5,never smoked,0 +64033,Male,55,0,1,No,Private,Urban,56.9,28.2,never smoked,0 +72701,Male,2,0,0,No,children,Rural,112.66,14.2,Unknown,0 +59130,Female,27,0,0,No,Private,Rural,226.75,28.9,Unknown,0 +48472,Male,57,0,0,Yes,Private,Rural,76.28,31.4,formerly smoked,0 +67956,Female,73,0,0,Yes,Private,Urban,90.01,32.4,formerly smoked,0 +35602,Female,52,0,0,Yes,Govt_job,Rural,107.84,22,formerly smoked,0 +13818,Female,65,0,0,Yes,Private,Rural,71.06,26.4,never smoked,0 +34661,Male,48,1,0,Yes,Private,Urban,185,26.1,never smoked,0 +64895,Male,54,1,0,Yes,Self-employed,Rural,104.42,37.6,smokes,0 +21969,Male,8,0,0,No,children,Urban,89.57,18.8,Unknown,0 +38320,Male,45,1,0,Yes,Private,Rural,136.2,23.8,Unknown,0 +42040,Female,48,0,0,Yes,Govt_job,Urban,128.23,49.4,never smoked,0 +31857,Female,77,0,0,Yes,Self-employed,Rural,104.23,23.8,smokes,0 +64494,Female,34,0,0,Yes,Private,Urban,133.82,20.4,never smoked,0 +34764,Female,33,0,0,Yes,Private,Rural,80.82,40.3,never smoked,0 +20673,Male,39,0,0,Yes,Private,Rural,102.35,23.6,never smoked,0 +64817,Male,39,0,0,Yes,Self-employed,Rural,88.48,34.3,never smoked,0 +72450,Male,40,0,0,Yes,Private,Rural,88.81,32.7,Unknown,0 +13988,Female,46,0,0,Yes,Private,Rural,75.09,28.7,never smoked,0 +54985,Female,1,0,0,No,children,Urban,199.83,24.5,Unknown,0 +6049,Female,5,0,0,No,children,Rural,73.69,24.8,Unknown,0 +13380,Male,14,0,0,No,children,Urban,111.27,23.2,Unknown,0 +64371,Female,49,0,0,Yes,Self-employed,Rural,68.44,23,smokes,0 +50295,Female,45,0,0,Yes,Private,Urban,65.36,39.3,never smoked,0 +14404,Female,13,0,0,No,children,Urban,94.12,20.1,never smoked,0 +58645,Female,76,0,0,Yes,Private,Rural,96.24,25.4,never smoked,0 +19419,Male,14,0,0,No,children,Rural,91.25,23.8,Unknown,0 +24518,Female,20,0,0,No,Private,Rural,77.29,28.4,never smoked,0 +53494,Female,9,0,0,No,children,Rural,125.09,15.4,Unknown,0 +42599,Female,78,0,1,Yes,Private,Urban,107.18,28.2,never smoked,0 +68370,Male,49,0,0,Yes,Private,Urban,130.07,26,never smoked,0 +57813,Female,55,0,0,Yes,Private,Urban,57.3,41.5,never smoked,0 +1329,Female,43,0,0,No,Govt_job,Rural,101.35,32.2,never smoked,0 +15255,Female,16,0,0,No,Private,Rural,94.03,25.7,never smoked,0 +65680,Male,58,0,1,Yes,Self-employed,Urban,227.81,33,formerly smoked,0 +32974,Male,67,0,0,Yes,Govt_job,Urban,66.67,35,smokes,0 +5863,Female,71,0,0,Yes,Private,Urban,240.81,27.4,never smoked,0 +10584,Male,8,0,0,No,children,Urban,88.02,16.4,Unknown,0 +38675,Female,18,0,0,No,Private,Urban,152.87,31.5,Unknown,0 +47600,Female,47,0,0,Yes,Private,Urban,96.04,29.2,Unknown,0 +48246,Male,59,0,0,Yes,Private,Urban,60.35,25.9,formerly smoked,0 +61743,Male,28,0,0,No,Govt_job,Urban,118.66,32.3,never smoked,0 +3879,Female,20,0,0,No,Private,Urban,89.03,N/A,smokes,0 +58086,Male,67,0,0,Yes,Private,Urban,58.51,30.4,formerly smoked,0 +53957,Male,71,0,0,Yes,Self-employed,Urban,96.04,45.1,formerly smoked,0 +40137,Female,56,0,0,Yes,Self-employed,Rural,110.92,25.9,Unknown,0 +70500,Female,44,0,0,No,Private,Rural,92.72,36.6,never smoked,0 +35085,Female,6,0,0,No,children,Rural,108.23,18.6,Unknown,0 +43872,Female,78,0,0,Yes,Private,Rural,56.34,27.5,Unknown,0 +62951,Female,32,0,0,Yes,Private,Rural,61.83,31.3,never smoked,0 +43244,Female,40,0,0,Yes,Private,Rural,131.99,37.5,never smoked,0 +31198,Female,63,0,0,Yes,Self-employed,Rural,136.81,23.1,smokes,0 +23223,Male,51,0,0,Yes,Private,Rural,239.28,35,never smoked,0 +38474,Male,22,0,0,Yes,Govt_job,Urban,131.3,27,never smoked,0 +4591,Female,82,0,0,Yes,Self-employed,Rural,117.75,29.8,never smoked,0 +1451,Female,17,0,0,No,Private,Urban,78.46,23.5,Unknown,0 +37150,Female,34,0,0,Yes,Private,Rural,83.53,48.5,formerly smoked,0 +65632,Male,42,0,0,Yes,Private,Rural,145.5,31.8,formerly smoked,0 +62834,Female,32,0,0,Yes,Private,Urban,88.33,20,Unknown,0 +21826,Male,73,0,0,Yes,Self-employed,Rural,101.25,29.4,formerly smoked,0 +21036,Female,47,0,0,Yes,Private,Urban,131.43,24.3,never smoked,0 +55566,Female,34,0,0,Yes,Private,Rural,231.5,45.4,never smoked,0 +46923,Male,64,0,1,Yes,Private,Rural,82.89,29.5,never smoked,0 +63990,Male,52,1,0,Yes,Self-employed,Rural,192.37,49.2,never smoked,0 +2265,Male,49,0,0,Yes,Private,Rural,79.64,N/A,smokes,0 +2860,Male,55,0,0,Yes,Private,Rural,82.88,29.4,Unknown,0 +15964,Female,64,1,0,Yes,Private,Rural,99.4,29.1,never smoked,0 +46483,Male,23,0,0,No,Private,Urban,77.75,38.8,smokes,0 +33284,Male,18,0,0,No,Private,Rural,75.03,23.4,never smoked,0 +61895,Female,65,0,0,Yes,Private,Rural,220.47,48.7,never smoked,0 +48875,Male,12,0,0,No,children,Rural,196.91,19.7,Unknown,0 +36589,Female,61,0,0,Yes,Self-employed,Urban,180.8,20.3,never smoked,0 +28651,Male,66,0,0,Yes,Private,Urban,247.48,33.5,smokes,0 +45033,Male,59,0,0,Yes,Govt_job,Urban,216,36.7,smokes,0 +32166,Male,47,1,0,Yes,Private,Urban,75.64,24.4,never smoked,0 +34188,Female,47,0,0,Yes,Govt_job,Urban,95.07,38.8,formerly smoked,0 +58359,Female,71,1,0,Yes,Private,Urban,129.97,44.2,smokes,0 +59347,Male,62,0,0,Yes,Private,Urban,124.26,33.4,never smoked,0 +12849,Female,28,0,0,Yes,Private,Urban,87.92,32.5,Unknown,0 +6104,Female,7,0,0,No,children,Rural,85.15,15.1,Unknown,0 +29694,Female,68,0,0,Yes,Private,Rural,95.36,21.5,smokes,0 +30806,Male,37,0,0,Yes,Self-employed,Urban,87.16,30.4,formerly smoked,0 +20316,Female,75,0,0,Yes,Govt_job,Rural,219.39,33.4,smokes,0 +58253,Male,5,0,0,No,children,Urban,71.92,18.2,Unknown,0 +57679,Male,1.08,0,0,No,children,Urban,167.66,18.7,Unknown,0 +39956,Female,34,0,0,No,Private,Rural,87.21,38.4,Unknown,0 +7683,Male,49,0,0,Yes,Self-employed,Rural,220.47,36.4,smokes,0 +9197,Female,8,0,0,No,children,Urban,80.47,20.6,Unknown,0 +58543,Female,50,0,0,Yes,Govt_job,Urban,89.95,48.9,formerly smoked,0 +6968,Male,2,0,0,No,children,Rural,111.32,18.2,Unknown,0 +35838,Female,1.16,0,0,No,children,Urban,65.01,17,Unknown,0 +57549,Female,76,0,0,Yes,Self-employed,Urban,110.07,31.8,never smoked,0 +59200,Male,18,0,0,No,Private,Urban,60.56,33,never smoked,0 +24289,Male,82,0,0,Yes,Private,Urban,89.83,24.7,smokes,0 +6206,Female,67,0,0,Yes,Self-employed,Rural,90.35,28.1,Unknown,0 +28227,Female,27,0,0,Yes,Private,Urban,71.5,40.3,smokes,0 +35229,Male,57,0,0,Yes,Govt_job,Urban,71.71,35.2,smokes,0 +23176,Female,51,1,0,Yes,Private,Urban,173.96,31.2,formerly smoked,0 +3045,Male,68,1,0,Yes,Private,Urban,96.06,37.6,never smoked,0 +22386,Female,56,0,0,Yes,Private,Urban,113.2,38.7,smokes,0 +1077,Male,77,0,1,Yes,Govt_job,Rural,106.03,N/A,Unknown,0 +57903,Female,52,1,0,Yes,Self-employed,Rural,111.38,N/A,smokes,0 +22108,Female,18,0,0,No,Private,Rural,73.29,28.1,smokes,0 +55982,Female,63,0,0,Yes,Self-employed,Urban,65.71,29.2,smokes,0 +55465,Female,31,0,0,Yes,Private,Rural,60.41,31.1,Unknown,0 +29258,Female,37,0,0,No,Private,Urban,89.11,24.1,never smoked,0 +38432,Female,64,0,0,Yes,Private,Urban,63.32,18.7,formerly smoked,0 +49666,Male,47,0,0,Yes,Self-employed,Urban,85.68,39.6,never smoked,0 +59904,Female,1.8,0,0,No,children,Urban,162.93,15.7,Unknown,0 +32365,Male,42,0,0,Yes,Private,Rural,89.22,53.8,Unknown,0 +15351,Male,37,0,0,Yes,Private,Rural,91.68,32.4,formerly smoked,0 +61000,Female,69,0,1,No,Private,Urban,198.33,42.7,smokes,0 +77,Female,13,0,0,No,children,Rural,85.81,18.6,Unknown,0 +17466,Male,73,0,0,No,Govt_job,Rural,79.59,31.4,smokes,0 +57569,Male,48,0,0,Yes,Private,Rural,106.74,33.7,formerly smoked,0 +9026,Female,78,1,0,Yes,Self-employed,Urban,191.33,24.5,never smoked,0 +54590,Female,21,0,0,No,Private,Rural,59.52,33.7,never smoked,0 +54301,Male,54,0,0,Yes,Private,Rural,206.52,35.4,smokes,0 +170,Male,43,0,0,Yes,Govt_job,Rural,80.07,N/A,never smoked,0 +52554,Male,19,0,0,No,Private,Rural,64.92,22.5,Unknown,0 +10649,Female,82,0,0,Yes,Private,Urban,80,33.6,never smoked,0 +28258,Female,80,0,0,Yes,Self-employed,Urban,75.06,29.7,Unknown,0 +22269,Female,69,1,0,Yes,Govt_job,Urban,112.2,N/A,never smoked,0 +12557,Female,21,0,0,No,Self-employed,Urban,91.18,25.7,never smoked,0 +2846,Female,46,0,0,Yes,Private,Rural,85.81,20.2,formerly smoked,0 +61219,Female,14,0,0,No,Never_worked,Urban,148.37,22.7,never smoked,0 +65321,Male,6,0,0,No,children,Rural,64.55,17.4,Unknown,0 +23946,Female,3,0,0,No,children,Rural,97.31,22.2,Unknown,0 +56312,Male,47,0,0,No,Private,Rural,111.15,23.8,never smoked,0 +20256,Male,34,0,0,Yes,Private,Urban,80.97,28.7,never smoked,0 +26993,Female,41,0,0,Yes,Private,Rural,89.88,33.1,formerly smoked,0 +58599,Female,67,0,0,Yes,Private,Rural,62.66,28,formerly smoked,0 +27849,Female,5,0,0,No,children,Urban,122.25,16.7,Unknown,0 +33367,Male,20,0,0,No,Private,Rural,87.08,27.1,never smoked,0 +61764,Female,63,0,0,Yes,Private,Rural,85,26.4,smokes,0 +13620,Female,73,0,0,Yes,Self-employed,Urban,100.49,23.7,smokes,0 +39308,Male,62,0,0,Yes,Private,Urban,145.37,33.3,Unknown,0 +1275,Male,0.88,0,0,No,children,Urban,112.19,18.9,Unknown,0 +34336,Male,50,1,0,Yes,Govt_job,Rural,79.73,25.5,smokes,0 +1505,Male,71,0,1,Yes,Self-employed,Rural,101.13,35.9,formerly smoked,0 +31887,Female,30,0,0,Yes,Private,Urban,101.98,23.2,Unknown,0 +60258,Female,80,0,1,Yes,Self-employed,Rural,98.39,22.2,smokes,0 +63450,Female,64,0,0,Yes,Self-employed,Rural,128.04,34,smokes,0 +35178,Male,7,0,0,No,children,Urban,98.12,20.4,Unknown,0 +3099,Female,36,0,0,No,Private,Urban,216.96,34.5,Unknown,0 +43903,Male,79,0,0,Yes,Self-employed,Rural,94.92,31.9,Unknown,0 +9013,Female,35,0,0,Yes,Private,Rural,83.27,19.8,formerly smoked,0 +60158,Female,28,0,0,No,Private,Rural,96.86,29,Unknown,0 +15579,Male,72,0,0,Yes,Self-employed,Rural,99.73,36.7,formerly smoked,0 +8563,Female,12,0,0,No,children,Rural,91.71,21.3,Unknown,0 +61573,Male,25,0,0,No,Private,Rural,65.77,23.7,smokes,0 +43827,Female,27,0,0,Yes,Private,Urban,161.57,25.7,smokes,0 +43090,Female,62,1,0,Yes,Self-employed,Rural,74.32,34,never smoked,0 +46068,Male,58,0,0,No,Self-employed,Rural,170.93,30.7,Unknown,0 +12469,Female,30,0,0,Yes,Private,Urban,74.43,44.8,never smoked,0 +58820,Male,56,0,0,Yes,Private,Rural,86.36,27.7,formerly smoked,0 +31893,Female,28,0,0,Yes,Private,Rural,97.06,23.2,Unknown,0 +45259,Male,47,0,0,Yes,Private,Rural,110.38,30.1,Unknown,0 +63779,Female,16,0,0,No,Private,Rural,79.03,29.3,Unknown,0 +71250,Female,29,0,0,Yes,Private,Rural,62.48,29.5,never smoked,0 +55051,Male,26,0,0,Yes,Private,Rural,55.62,25.8,never smoked,0 +2520,Female,26,0,0,Yes,Private,Rural,84.9,26.2,never smoked,0 +3715,Male,55,0,0,Yes,Private,Rural,232.81,28.8,Unknown,0 +21206,Female,29,0,0,No,Private,Rural,86.55,29.8,smokes,0 +60159,Female,29,0,0,No,Govt_job,Rural,118.61,26.5,never smoked,0 +3113,Female,33,0,0,No,Private,Rural,80.21,27.8,formerly smoked,0 +62126,Female,19,1,0,No,Private,Rural,65.96,29,never smoked,0 +51275,Female,10,0,0,No,children,Urban,61.34,19.1,Unknown,0 +3115,Female,3,0,0,No,children,Urban,116.6,17.1,Unknown,0 +9986,Female,60,0,0,Yes,Private,Urban,85.13,24.6,Unknown,0 +35974,Female,16,0,0,No,Private,Rural,86.32,18.3,Unknown,0 +46488,Male,35,0,0,Yes,Private,Rural,69.22,42.8,never smoked,0 +54172,Female,41,0,0,Yes,Private,Urban,140.93,46.5,Unknown,0 +21804,Female,19,0,0,No,Private,Urban,83.43,38.4,Unknown,0 +50402,Female,79,0,0,Yes,Private,Urban,207.95,26,formerly smoked,0 +36317,Female,41,0,0,Yes,Private,Rural,134.29,26.8,smokes,0 +44676,Male,1.64,0,0,No,children,Urban,115.12,21.1,Unknown,0 +3724,Female,51,0,0,Yes,Govt_job,Urban,86.25,29,never smoked,0 +69668,Female,33,0,0,Yes,Self-employed,Rural,112.94,43,never smoked,0 +59274,Female,33,0,0,Yes,Govt_job,Rural,73.54,36.6,smokes,0 +29676,Male,48,0,0,No,Private,Urban,80.86,27.5,Unknown,0 +37655,Male,45,0,0,Yes,Private,Rural,83.91,40.2,Unknown,0 +16980,Female,61,0,0,No,Private,Rural,69.91,37.1,never smoked,0 +40213,Male,31,0,0,No,Private,Rural,95.62,32,smokes,0 +47831,Male,60,1,0,No,Private,Urban,63.95,32.2,never smoked,0 +40977,Male,51,0,0,Yes,Private,Rural,122.5,20.6,Unknown,0 +39129,Male,53,0,0,Yes,Govt_job,Rural,86,24.1,never smoked,0 +40837,Male,52,0,0,Yes,Govt_job,Urban,120.27,25,never smoked,0 +59000,Female,42,0,0,Yes,Govt_job,Urban,56.71,25.2,Unknown,0 +44510,Female,56,0,0,Yes,Private,Rural,131.63,27.6,never smoked,0 +3793,Male,14,0,0,No,Private,Urban,79.36,48.8,never smoked,0 +32215,Female,40,0,0,No,Private,Urban,120.77,27.6,never smoked,0 +35296,Female,58,0,0,Yes,Private,Rural,100.42,39.5,smokes,0 +69502,Female,52,1,0,Yes,Private,Urban,155.86,27.2,smokes,0 +67620,Male,30,0,0,Yes,Govt_job,Rural,66.01,26.3,smokes,0 +27664,Female,47,0,0,Yes,Private,Urban,86.99,28.9,smokes,0 +49555,Female,34,0,0,Yes,Govt_job,Urban,90.55,30,never smoked,0 +16812,Female,82,0,1,Yes,Self-employed,Rural,229.58,23.7,Unknown,0 +63665,Female,31,0,0,Yes,Private,Urban,60.06,25.5,smokes,0 +68141,Female,58,0,0,Yes,Private,Rural,65.66,24.6,formerly smoked,0 +33674,Female,47,0,0,Yes,Private,Urban,104.7,20.7,smokes,0 +30432,Male,65,1,0,Yes,Self-employed,Urban,113.86,36.4,never smoked,0 +10886,Female,13,0,0,No,children,Rural,99.49,23.4,Unknown,0 +62629,Male,37,1,0,Yes,Private,Urban,165.99,32.3,never smoked,0 +67758,Male,9,0,0,No,children,Urban,114.99,18.8,Unknown,0 +41244,Female,7,0,0,No,children,Urban,79.58,15.5,Unknown,0 +50309,Female,37,0,0,No,Govt_job,Rural,77.37,21.4,never smoked,0 +6480,Male,62,0,0,No,Govt_job,Urban,93.55,31.7,never smoked,0 +27007,Male,14,0,0,No,Self-employed,Urban,187.22,29.7,Unknown,0 +63912,Female,77,0,0,Yes,Govt_job,Rural,167.59,34.3,formerly smoked,0 +37483,Male,36,0,0,Yes,Private,Urban,98.03,22.1,smokes,0 +29855,Female,3,0,0,No,children,Urban,88.79,21.5,Unknown,0 +22136,Male,78,1,1,No,Self-employed,Urban,92.9,30.4,smokes,0 +66637,Female,49,0,0,Yes,Govt_job,Urban,117.34,21.6,never smoked,0 +2244,Male,44,0,0,Yes,Private,Urban,80.75,30.9,never smoked,0 +22259,Male,10,0,0,No,children,Rural,77.51,21.9,Unknown,0 +19088,Male,8,0,0,No,children,Urban,105.63,19.2,Unknown,0 +61010,Female,60,0,0,Yes,Private,Urban,114.34,30.3,smokes,0 +49574,Female,56,0,0,Yes,Private,Rural,227.04,23,smokes,0 +12336,Female,73,0,0,Yes,Self-employed,Urban,87.56,24.1,never smoked,0 +3668,Female,65,0,0,Yes,Govt_job,Urban,84.47,52.7,smokes,0 +6034,Female,34,0,0,Yes,Self-employed,Rural,96.26,27.6,Unknown,0 +61418,Male,13,0,0,No,children,Rural,116.64,23.9,Unknown,0 +68725,Female,80,0,0,Yes,Private,Urban,79.57,26.9,never smoked,0 +464,Male,46,0,0,Yes,Private,Rural,78.44,23.9,never smoked,0 +42225,Female,80,0,0,Yes,Self-employed,Urban,64.15,40.5,never smoked,0 +51254,Female,65,0,0,No,Private,Urban,74.5,32,never smoked,0 +59164,Female,24,0,0,No,Private,Urban,70.32,20.5,Unknown,0 +70429,Female,33,0,0,Yes,Private,Urban,84.48,44.5,never smoked,0 +54253,Male,11,0,0,No,children,Urban,144.08,16.2,formerly smoked,0 +47937,Female,57,0,0,Yes,Self-employed,Rural,78.14,35.8,never smoked,0 +66882,Female,19,0,0,No,Govt_job,Urban,133.58,24,never smoked,0 +7411,Male,82,0,0,Yes,Private,Urban,214.42,33.9,formerly smoked,0 +39593,Female,39,0,0,Yes,Private,Urban,80.63,36,smokes,0 +6239,Female,14,0,0,No,Private,Rural,233.71,22.9,never smoked,0 +35378,Female,60,1,0,No,Private,Urban,96,44.5,smokes,0 +54012,Female,3,0,0,No,children,Urban,74.52,17.5,Unknown,0 +69835,Female,57,0,0,Yes,Private,Rural,131.4,32.3,never smoked,0 +44591,Male,79,0,0,Yes,Private,Urban,216.4,30.3,never smoked,0 +4709,Female,65,0,0,Yes,Private,Rural,108.8,33.5,Unknown,0 +20393,Female,67,1,0,Yes,Private,Urban,97.06,30.9,never smoked,0 +27626,Female,60,0,0,No,Govt_job,Rural,266.59,25.5,never smoked,0 +45864,Female,36,0,0,No,Private,Rural,55.58,30,never smoked,0 +68685,Male,36,0,0,Yes,Govt_job,Urban,65.87,32.2,formerly smoked,0 +28711,Female,26,0,0,No,Private,Urban,89.28,21.7,smokes,0 +44962,Male,71,0,0,Yes,Govt_job,Urban,56.12,24.7,Unknown,0 +7892,Male,78,0,0,Yes,Private,Urban,74.7,28.8,formerly smoked,0 +11744,Male,77,0,0,Yes,Self-employed,Urban,83.06,27,Unknown,0 +12279,Male,74,0,0,Yes,Private,Urban,227.94,26,Unknown,0 +20740,Female,50,0,0,Yes,Self-employed,Rural,84.88,27.1,never smoked,0 +58257,Male,9,0,0,No,children,Urban,64.2,18.5,Unknown,0 +36547,Male,1.64,0,0,No,children,Rural,137.22,18.8,Unknown,0 +559,Female,54,0,0,Yes,Private,Urban,81.44,31.5,formerly smoked,0 +13728,Male,8,0,0,No,children,Rural,90.26,18.1,Unknown,0 +4400,Female,36,0,0,Yes,Private,Urban,68.48,24.3,never smoked,0 +68524,Female,38,0,0,Yes,Private,Urban,100.02,28,never smoked,0 +24096,Female,34,1,0,Yes,Self-employed,Urban,100.61,N/A,Unknown,0 +65643,Female,7,0,0,No,children,Urban,156.82,17.3,Unknown,0 +30186,Female,5,0,0,No,children,Urban,81.66,17.2,Unknown,0 +11904,Male,14,0,0,No,children,Rural,112.22,26.9,Unknown,0 +20257,Male,0.88,0,0,No,children,Urban,90.62,22.4,Unknown,0 +2822,Female,30,0,0,Yes,Private,Rural,72.49,25.8,never smoked,0 +18072,Female,39,0,0,Yes,Govt_job,Urban,107.47,21.3,Unknown,0 +34896,Female,17,0,0,No,Private,Rural,92.11,43,never smoked,0 +53328,Female,14,0,0,No,Private,Rural,70.54,24.4,formerly smoked,0 +28303,Female,52,0,0,Yes,Self-employed,Rural,205,30.1,never smoked,0 +44325,Male,78,0,0,Yes,Self-employed,Rural,126.39,21.3,smokes,0 +8579,Female,2,0,0,No,children,Rural,89.72,17.8,Unknown,0 +29229,Male,32,0,0,Yes,Private,Urban,92.08,28.4,smokes,0 +48406,Male,0.88,0,0,No,children,Urban,85.38,23.4,Unknown,0 +3761,Female,50,0,0,Yes,Self-employed,Rural,95.25,24.3,never smoked,0 +65324,Female,48,0,0,Yes,Govt_job,Rural,75.91,27.8,Unknown,0 +7658,Male,66,0,0,Yes,Govt_job,Rural,203.44,30.5,formerly smoked,0 +35997,Male,78,0,1,Yes,Self-employed,Urban,243.73,N/A,smokes,0 +34383,Male,46,0,0,Yes,Private,Urban,88.23,25.8,Unknown,0 +8646,Female,54,0,0,Yes,Private,Rural,97.47,26.7,never smoked,0 +46653,Female,81,1,1,Yes,Private,Rural,59.28,28.1,never smoked,0 +1099,Female,15,0,0,No,children,Rural,101.15,22.2,Unknown,0 +61676,Male,77,0,0,Yes,Self-employed,Urban,68.38,25.1,Unknown,0 +38131,Female,59,0,0,Yes,Self-employed,Rural,55.46,20.9,never smoked,0 +61848,Female,48,0,0,Yes,Private,Urban,113.87,28.9,never smoked,0 +56228,Male,76,0,1,Yes,Self-employed,Urban,67.03,N/A,never smoked,0 +4949,Male,49,0,0,Yes,Private,Rural,96.35,35.9,never smoked,0 +46688,Female,44,0,0,No,Private,Urban,127.21,29.8,smokes,0 +30491,Female,39,0,0,Yes,Private,Urban,78.9,26.7,never smoked,0 +43478,Male,34,0,0,Yes,Private,Urban,59.91,28.4,formerly smoked,0 +25443,Male,50,0,0,No,Private,Urban,160.94,26.7,smokes,0 +52519,Male,62,0,0,Yes,Private,Rural,59.61,32.5,Unknown,0 +24361,Female,38,0,0,Yes,Private,Urban,87.94,43.8,never smoked,0 +29514,Female,43,0,0,Yes,Private,Rural,97.55,28.3,formerly smoked,0 +35893,Male,28,0,0,No,Private,Urban,116.02,36.6,formerly smoked,0 +58568,Female,58,0,0,Yes,Private,Rural,127.32,33.1,smokes,0 +63303,Male,28,0,0,No,Private,Urban,75.5,27,smokes,0 +70625,Male,18,0,0,No,Private,Urban,79.35,23.6,Unknown,0 +54807,Male,62,1,1,Yes,Private,Rural,176.25,N/A,never smoked,0 +18820,Male,31,0,0,No,Private,Rural,108.56,21.8,never smoked,0 +64029,Male,55,1,0,Yes,Private,Urban,168.06,23.5,smokes,0 +72703,Female,54,0,0,Yes,Private,Urban,75.52,28.7,formerly smoked,0 +11394,Male,73,0,1,Yes,Private,Rural,82.15,31.6,formerly smoked,0 +12298,Male,26,0,0,No,Self-employed,Urban,200.28,31.9,formerly smoked,0 +70845,Male,73,0,1,Yes,Private,Rural,62.44,25.2,smokes,0 +44494,Female,38,0,0,Yes,Private,Rural,84.31,25.9,smokes,0 +30953,Male,75,1,1,Yes,Private,Rural,221.43,32.5,Unknown,0 +47861,Male,81,0,0,Yes,Private,Urban,165.47,28.1,Unknown,0 +13465,Female,20,0,0,No,Private,Rural,96.69,27.4,smokes,0 +62454,Female,12,0,0,No,children,Urban,63.98,21.2,formerly smoked,0 +52593,Male,78,0,1,Yes,Private,Urban,145.03,26.8,formerly smoked,0 +91,Female,42,0,0,No,Private,Urban,98.53,18.5,never smoked,0 +22056,Female,71,1,0,Yes,Private,Urban,105.55,N/A,smokes,0 +45469,Male,16,0,0,No,children,Rural,134.23,30.6,Unknown,0 +41284,Male,4,0,0,No,children,Rural,62.48,19.9,Unknown,0 +20112,Male,79,0,1,Yes,Private,Urban,213.38,N/A,Unknown,0 +45627,Male,60,0,0,Yes,Private,Rural,70.52,26.5,formerly smoked,0 +4174,Female,45,1,0,Yes,Private,Urban,93.21,43.8,never smoked,0 +31660,Male,23,0,0,No,Private,Rural,82.39,31.8,Unknown,0 +36196,Male,21,0,0,No,Private,Rural,88.29,36.6,smokes,0 +19769,Female,67,0,0,Yes,Self-employed,Rural,80.18,22.9,formerly smoked,0 +8341,Male,10,0,0,No,children,Rural,84.02,18.7,never smoked,0 +42172,Female,24,0,0,Yes,Self-employed,Rural,69.72,29.6,never smoked,0 +14372,Male,50,0,0,Yes,Self-employed,Urban,192.16,43.6,never smoked,0 +61252,Male,79,0,1,Yes,Private,Rural,82.27,N/A,never smoked,0 +15251,Male,14,0,0,No,children,Urban,101.87,20.3,never smoked,0 +67800,Female,13,0,0,No,children,Rural,77.55,21.3,Unknown,0 +10416,Male,71,0,1,Yes,Private,Urban,215.72,39.2,smokes,0 +19504,Female,66,0,0,Yes,Private,Rural,87.84,52.8,Unknown,0 +7476,Male,32,0,0,No,Govt_job,Rural,91.93,30.2,never smoked,0 +55526,Male,46,0,0,Yes,Govt_job,Urban,58.63,35.3,never smoked,0 +452,Male,48,1,0,Yes,Private,Urban,173.14,37,smokes,0 +55790,Female,45,0,0,Yes,Private,Urban,106.83,32.1,formerly smoked,0 +38541,Male,55,0,0,Yes,Private,Urban,84.44,30.5,formerly smoked,0 +23748,Female,31,0,0,Yes,Private,Urban,92.16,22.8,never smoked,0 +18790,Male,25,0,0,No,Private,Urban,85.96,34.5,formerly smoked,0 +45751,Male,73,1,0,Yes,Self-employed,Rural,202.57,37.4,never smoked,0 +72369,Female,14,0,0,No,children,Rural,65.41,19.5,Unknown,0 +7171,Female,56,0,0,Yes,Govt_job,Urban,102.51,55.7,Unknown,0 +52826,Male,60,0,0,Yes,Private,Rural,62.6,30.4,Unknown,0 +42556,Male,27,0,0,Yes,Private,Urban,150.1,25.3,never smoked,0 +507,Female,28,0,0,Yes,Private,Rural,94.15,23.1,smokes,0 +56746,Male,46,1,0,Yes,Private,Urban,65.5,30.7,never smoked,0 +54072,Female,11,0,0,No,children,Urban,81.31,18.8,never smoked,0 +49760,Female,63,0,0,Yes,Private,Rural,78.96,28.6,never smoked,0 +61821,Female,59,0,0,Yes,Private,Rural,123.47,27.5,Unknown,0 +65481,Male,57,0,0,Yes,Private,Urban,90.4,26.5,never smoked,0 +6174,Female,35,0,0,No,Private,Urban,71.59,40.3,never smoked,0 +68224,Male,54,0,0,Yes,Private,Rural,209.5,37.9,formerly smoked,0 +61559,Male,7,0,0,No,children,Urban,86.6,17.1,Unknown,0 +65564,Female,48,0,0,Yes,Private,Urban,57.43,53.5,formerly smoked,0 +18890,Male,69,1,0,Yes,Private,Rural,87.93,33.6,never smoked,0 +58936,Male,59,0,0,Yes,Private,Rural,203.16,43.4,Unknown,0 +67667,Female,72,1,0,Yes,Self-employed,Rural,112.12,30.5,never smoked,0 +68138,Male,49,0,0,Yes,Private,Urban,92.02,38.1,never smoked,0 +50363,Female,73,1,0,Yes,Private,Rural,60.98,29.9,formerly smoked,0 +4740,Female,24,0,0,No,Private,Urban,86.35,32.7,never smoked,0 +39683,Male,26,0,0,No,Private,Rural,71.26,28.6,Unknown,0 +49903,Male,27,0,0,No,Private,Urban,72.61,38.5,never smoked,0 +63457,Female,78,0,1,No,Self-employed,Urban,110.78,22.9,never smoked,0 +18595,Female,77,0,0,Yes,Private,Urban,99.78,38,never smoked,0 +64912,Female,59,0,0,Yes,Self-employed,Rural,201.45,43.8,smokes,0 +68382,Male,0.32,0,0,No,children,Urban,127.78,20.8,Unknown,0 +69510,Male,39,0,0,Yes,Private,Rural,121.32,26.8,never smoked,0 +29872,Female,35,0,0,Yes,Private,Urban,83.89,25.5,never smoked,0 +1924,Male,54,0,0,Yes,Private,Rural,74.06,N/A,never smoked,0 +67243,Female,75,0,1,Yes,Private,Urban,206.15,25.4,never smoked,0 +3494,Female,80,0,0,Yes,Private,Rural,102.9,26.7,Unknown,0 +37307,Female,35,0,0,Yes,Private,Urban,65.48,50.5,never smoked,0 +41175,Female,22,0,0,No,Govt_job,Urban,123.23,21.3,Unknown,0 +48303,Male,39,0,0,Yes,Private,Rural,71.3,34.7,never smoked,0 +31473,Male,6,0,0,No,children,Rural,79.05,17.9,Unknown,0 +31402,Female,62,0,0,Yes,Self-employed,Rural,102.21,36.3,never smoked,0 +18996,Female,13,0,0,No,children,Urban,105.22,18.4,Unknown,0 +2573,Male,56,0,0,Yes,Govt_job,Rural,84.58,34.5,Unknown,0 +60683,Male,53,0,1,Yes,Govt_job,Urban,77.3,33.4,never smoked,0 +70537,Male,5,0,0,No,children,Rural,74.79,19.4,Unknown,0 +63193,Female,44,0,0,Yes,Private,Rural,88.75,25.6,Unknown,0 +12228,Male,13,0,0,No,children,Rural,97.97,24.5,never smoked,0 +58107,Female,59,0,0,Yes,Private,Rural,79.18,30,Unknown,0 +28647,Female,35,0,0,Yes,Private,Urban,81.33,28.9,never smoked,0 +57086,Female,52,0,0,Yes,Private,Urban,126.68,28.1,never smoked,0 +5505,Female,76,0,0,Yes,Private,Urban,196.61,23,never smoked,0 +44112,Female,51,0,0,Yes,Self-employed,Urban,219.92,33.5,formerly smoked,0 +56645,Female,79,0,0,Yes,Govt_job,Rural,79.16,34.8,formerly smoked,0 +16652,Female,69,0,0,Yes,Self-employed,Urban,99.68,17.6,formerly smoked,0 +32445,Female,78,0,0,Yes,Self-employed,Urban,79.55,21.1,formerly smoked,0 +18752,Male,60,0,0,Yes,Private,Rural,87.86,29,formerly smoked,0 +35152,Male,10,0,0,No,children,Urban,76.92,15.8,Unknown,0 +70081,Male,42,1,0,Yes,Self-employed,Rural,77.24,41.2,Unknown,0 +72340,Male,21,0,0,No,Private,Urban,120.94,29.7,formerly smoked,0 +67112,Female,56,0,0,Yes,Private,Rural,77.66,40.8,never smoked,0 +42323,Male,59,0,0,Yes,Govt_job,Rural,231.95,33.2,never smoked,0 +35022,Female,69,0,0,Yes,Private,Urban,111.48,37,smokes,0 +21625,Female,25,0,0,Yes,Private,Urban,84.25,24.5,Unknown,0 +49972,Male,63,0,0,Yes,Self-employed,Rural,216.38,34.5,never smoked,0 +44142,Male,25,0,0,No,Private,Rural,95.01,28,never smoked,0 +364,Female,58,0,0,Yes,Private,Urban,105.74,26.8,formerly smoked,0 +59669,Female,28,0,0,Yes,Private,Rural,58.41,21,Unknown,0 +69900,Female,46,0,0,Yes,Govt_job,Urban,56.89,23.8,smokes,0 +12753,Male,53,0,0,Yes,Private,Urban,86.25,29.3,never smoked,0 +10273,Female,37,0,0,Yes,Private,Rural,86.49,24.4,Unknown,0 +30824,Male,12,0,0,No,children,Rural,115.47,22.6,Unknown,0 +587,Female,14,0,0,No,children,Rural,92.22,22.8,Unknown,0 +55856,Female,60,0,0,Yes,Private,Rural,83.16,29.7,smokes,0 +47196,Male,42,0,0,Yes,Private,Rural,110.68,32.4,formerly smoked,0 +67724,Female,65,0,0,Yes,Private,Rural,70.06,35.8,Unknown,0 +23488,Male,80,1,0,Yes,Self-employed,Urban,213.33,31.1,formerly smoked,0 +2849,Male,32,0,0,Yes,Private,Urban,93.52,31.9,Unknown,0 +12134,Female,53,0,0,Yes,Govt_job,Rural,87.62,33.7,smokes,0 +24058,Female,50,0,0,Yes,Govt_job,Rural,77.67,25.6,never smoked,0 +15117,Female,23,0,0,No,Private,Rural,95.66,19.9,smokes,0 +72915,Female,45,0,0,Yes,Private,Urban,172.33,45.3,formerly smoked,0 +61836,Female,0.8,0,0,No,children,Urban,106.59,15.5,Unknown,0 +13116,Male,49,0,0,Yes,Private,Urban,87.06,28.3,never smoked,0 +48146,Male,70,0,1,Yes,Private,Rural,93.02,40.2,formerly smoked,0 +72819,Female,82,0,0,Yes,Self-employed,Urban,243.59,24.3,never smoked,0 +20070,Male,23,0,0,No,Private,Urban,86.7,24.6,Unknown,0 +8778,Female,79,0,0,Yes,Self-employed,Rural,97.81,26.6,formerly smoked,0 +13764,Female,74,0,0,Yes,Private,Urban,116.04,30.9,never smoked,0 +2005,Male,78,0,1,Yes,Self-employed,Urban,169.43,23.5,formerly smoked,0 +8616,Female,50,0,0,Yes,Private,Rural,68.41,23.9,smokes,0 +51524,Female,34,0,0,Yes,Private,Rural,94.44,34.2,Unknown,0 +50541,Male,47,0,0,Yes,Govt_job,Urban,73.48,34.9,smokes,0 +21971,Female,52,0,0,Yes,Govt_job,Rural,183.87,26.2,never smoked,0 +32183,Female,67,0,0,Yes,Private,Rural,66.08,36.2,never smoked,0 +30145,Female,62,0,0,Yes,Private,Rural,72.19,22.4,Unknown,0 +30482,Female,18,0,0,No,Private,Rural,101.09,19.3,smokes,0 +30790,Female,75,1,0,Yes,Govt_job,Urban,88.83,41.7,never smoked,0 +63337,Female,42,0,0,Yes,Private,Rural,69.99,46,smokes,0 +66264,Male,29,0,0,Yes,Govt_job,Urban,102.4,26.9,smokes,0 +641,Male,52,0,0,Yes,Govt_job,Rural,87.26,40.1,smokes,0 +42412,Female,18,0,0,No,Private,Urban,146.59,27.7,Unknown,0 +65693,Male,67,0,0,Yes,Govt_job,Rural,59,29.5,Unknown,0 +3746,Female,66,0,0,Yes,Private,Urban,76.83,26,never smoked,0 +71304,Male,5,0,0,No,children,Urban,101.83,22.7,Unknown,0 +34935,Female,18,0,0,No,Govt_job,Urban,90.92,16,never smoked,0 +29173,Male,52,0,0,Yes,Govt_job,Urban,67.5,27.7,smokes,0 +26474,Female,44,0,0,Yes,Govt_job,Urban,97.16,33.1,Unknown,0 +56857,Male,46,1,0,Yes,Govt_job,Urban,85.62,33.1,formerly smoked,0 +13529,Female,36,0,0,Yes,Govt_job,Rural,129.43,29.7,never smoked,0 +61979,Female,61,0,0,Yes,Govt_job,Urban,106.01,34,smokes,0 +70886,Female,7,0,0,No,children,Rural,114.82,33.3,Unknown,0 +27693,Female,15,0,0,No,children,Urban,121.39,27,Unknown,0 +59762,Male,61,0,0,Yes,Private,Urban,227.98,14.2,Unknown,0 +57308,Male,20,0,0,No,Private,Urban,78.97,19.4,never smoked,0 +3701,Female,2,0,0,No,children,Urban,84.12,15.3,Unknown,0 +61339,Male,47,0,0,Yes,Self-employed,Urban,95.04,28.7,never smoked,0 +24965,Female,25,0,0,No,Govt_job,Rural,103.15,21,smokes,0 +33952,Male,66,1,0,Yes,Private,Urban,82.91,28.9,formerly smoked,0 +39042,Male,2,0,0,No,children,Urban,70.93,20.3,Unknown,0 +43039,Female,63,0,0,Yes,Private,Rural,153.6,28,formerly smoked,0 +59915,Female,53,0,0,No,Private,Urban,129.43,29.6,never smoked,0 +4727,Female,33,0,0,Yes,Govt_job,Rural,81,30.2,formerly smoked,0 +16481,Female,23,0,0,No,Govt_job,Rural,71.81,22.2,Unknown,0 +15018,Female,23,0,0,No,Govt_job,Urban,84.46,28.4,formerly smoked,0 +49702,Female,81,0,0,Yes,Self-employed,Rural,101.32,29.6,formerly smoked,0 +48017,Male,55,0,0,Yes,Private,Urban,62.56,28.6,never smoked,0 +15313,Female,69,1,0,Yes,Govt_job,Urban,208.2,32.6,formerly smoked,0 +22231,Male,58,0,0,Yes,Private,Urban,199.42,29,never smoked,0 +45461,Female,70,0,0,Yes,Private,Urban,91.28,30.1,Unknown,0 +30678,Female,48,0,0,Yes,Private,Urban,77.99,31.2,formerly smoked,0 +57904,Male,15,0,0,No,Private,Urban,190.13,20.7,never smoked,0 +67483,Male,31,1,0,Yes,Private,Urban,149.68,45.1,never smoked,0 +5646,Female,2,0,0,No,children,Rural,92.3,14.8,Unknown,0 +67911,Male,80,0,0,No,Self-employed,Rural,235.54,37.4,formerly smoked,0 +16856,Female,69,0,0,Yes,Private,Rural,84.46,19.9,Unknown,0 +37972,Female,52,0,0,Yes,Private,Rural,68.7,16,Unknown,0 +62414,Male,80,1,0,Yes,Self-employed,Urban,178.89,27.4,Unknown,0 +50485,Male,54,0,0,Yes,Private,Rural,227.74,33.4,smokes,0 +47405,Female,2,0,0,No,children,Rural,100.66,18.5,Unknown,0 +70928,Male,39,0,0,Yes,Govt_job,Urban,73.62,33.4,Unknown,0 +4679,Female,38,0,0,Yes,Private,Rural,100.05,20.8,smokes,0 +15070,Male,76,0,1,Yes,Private,Rural,213.8,22,never smoked,0 +25625,Female,45,0,0,No,Private,Rural,103.94,32.5,smokes,0 +35123,Female,1.24,0,0,No,children,Urban,84.2,19.2,Unknown,0 +20165,Female,77,0,0,Yes,Private,Urban,250.8,32.9,never smoked,0 +41730,Female,46,0,0,No,Govt_job,Rural,112.29,23.5,Unknown,0 +38761,Female,50,0,0,Yes,Private,Urban,65.98,21.7,never smoked,0 +4797,Female,52,0,0,Yes,Private,Urban,99.1,29.1,Unknown,0 +19199,Female,73,1,0,Yes,Private,Rural,217.84,N/A,never smoked,0 +30402,Male,41,0,0,Yes,Private,Urban,104.34,30.3,Unknown,0 +25088,Female,40,0,0,No,Private,Rural,217,29.4,formerly smoked,0 +54756,Female,59,0,0,Yes,Private,Rural,57.47,30.1,formerly smoked,0 +19590,Male,48,0,0,Yes,Govt_job,Urban,78.24,32.9,never smoked,0 +23332,Female,42,0,0,Yes,Private,Rural,94.38,34,never smoked,0 +16971,Female,26,0,0,No,Private,Urban,100.31,38.6,never smoked,0 +11727,Male,39,0,0,Yes,Self-employed,Urban,74.29,29.3,smokes,0 +60255,Female,34,0,0,No,Private,Rural,103.43,43.6,smokes,0 +38796,Female,54,0,0,Yes,Private,Urban,99.83,22.7,formerly smoked,0 +46498,Female,57,0,0,Yes,Private,Urban,217.4,36.6,never smoked,0 +41042,Female,1.56,0,0,No,children,Urban,71.81,22.6,Unknown,0 +35069,Female,50,1,1,No,Govt_job,Urban,79.79,25.6,smokes,0 +61103,Female,64,1,0,Yes,Self-employed,Urban,190.92,31.4,never smoked,0 +25095,Male,44,0,0,Yes,Govt_job,Urban,94.76,26,formerly smoked,0 +55607,Male,38,0,0,Yes,Private,Urban,101.43,27,formerly smoked,0 +63029,Male,32,0,0,Yes,Private,Rural,115.86,33.3,never smoked,0 +2919,Male,17,0,0,No,Private,Rural,95.27,17.3,Unknown,0 +60003,Male,81,0,0,Yes,Govt_job,Rural,89.02,26.9,never smoked,0 +46256,Male,15,0,0,No,Private,Urban,77.55,24.8,Unknown,0 +23659,Female,5,0,0,No,children,Urban,75.86,20,Unknown,0 +2952,Male,70,1,1,Yes,Private,Rural,93.62,35.8,never smoked,0 +49229,Male,52,0,0,No,Govt_job,Rural,72.71,36.9,formerly smoked,0 +2457,Female,67,0,1,Yes,Self-employed,Rural,94.45,29.6,formerly smoked,0 +23508,Female,17,0,0,No,Never_worked,Rural,88.57,31.1,never smoked,0 +28364,Male,61,0,0,Yes,Private,Urban,84.12,25.1,formerly smoked,0 +31360,Female,31,0,0,No,Private,Urban,89.11,51.9,smokes,0 +19335,Male,58,0,0,Yes,Self-employed,Rural,99.83,36.3,smokes,0 +40390,Female,12,0,0,No,children,Rural,150.03,28.2,never smoked,0 +63936,Female,30,0,0,No,Private,Urban,69.67,35.8,formerly smoked,0 +24832,Female,65,0,0,Yes,Self-employed,Urban,77.46,30.9,formerly smoked,0 +25219,Female,23,0,0,No,Private,Urban,100.54,22.1,smokes,0 +42393,Male,14,0,0,No,children,Rural,142.38,17.6,never smoked,0 +17951,Male,27,0,0,No,Self-employed,Rural,110.87,29.5,smokes,0 +17443,Female,53,0,0,Yes,Private,Urban,73.6,27,never smoked,0 +52242,Female,58,1,0,Yes,Govt_job,Rural,59.52,33.2,never smoked,0 +45931,Male,9,0,0,No,children,Urban,142.68,24.4,Unknown,0 +7828,Male,59,1,0,Yes,Self-employed,Urban,182.9,34.4,smokes,0 +21547,Female,46,0,0,Yes,Govt_job,Urban,75.28,36.7,formerly smoked,0 +42305,Female,41,0,0,No,Private,Rural,100.75,27.2,never smoked,0 +9442,Male,55,0,0,Yes,Self-employed,Rural,163.82,27.5,never smoked,0 +57047,Female,43,0,0,Yes,Private,Urban,110.42,32.6,smokes,0 +2538,Female,5,0,0,No,children,Rural,105.18,N/A,Unknown,0 +28461,Male,15,0,0,No,Never_worked,Rural,79.59,28.4,Unknown,0 +16433,Female,36,0,0,Yes,Private,Rural,107.99,25.5,never smoked,0 +50681,Female,36,0,0,Yes,Private,Rural,90.22,28.7,formerly smoked,0 +71327,Female,47,0,0,No,Private,Rural,143.45,23.8,never smoked,0 +46699,Female,18,0,0,No,Private,Rural,78.57,34.4,Unknown,0 +25248,Male,19,0,0,No,Private,Rural,79.82,26.1,Unknown,0 +35315,Male,65,0,0,Yes,Self-employed,Urban,95.88,28.5,never smoked,0 +63144,Male,17,0,0,No,Govt_job,Urban,123.04,29.6,never smoked,0 +21517,Male,54,0,0,Yes,Private,Urban,92.34,29.4,smokes,0 +29789,Female,46,0,0,Yes,Private,Rural,116.84,28.2,never smoked,0 +52207,Female,59,0,0,Yes,Self-employed,Urban,90.04,28.7,formerly smoked,0 +19209,Female,48,0,0,Yes,Govt_job,Rural,255.17,38.1,formerly smoked,0 +42041,Female,38,0,0,Yes,Private,Rural,217.55,N/A,smokes,0 +58153,Female,18,0,0,No,Private,Urban,123.66,22.2,never smoked,0 +27717,Female,56,0,0,Yes,Self-employed,Urban,112.16,25.7,Unknown,0 +35106,Male,3,0,0,No,children,Urban,88.43,17.7,Unknown,0 +47730,Female,41,0,0,No,Private,Urban,86.03,26.4,never smoked,0 +20657,Female,67,0,0,Yes,Private,Urban,227.96,32.8,Unknown,0 +63411,Female,60,0,0,Yes,Private,Rural,85.6,34.5,Unknown,0 +18671,Female,47,0,0,Yes,Govt_job,Rural,111.68,39.5,never smoked,0 +3843,Female,24,0,0,No,Private,Urban,73.49,23.5,never smoked,0 +1225,Male,43,0,0,Yes,Private,Urban,87.82,38.8,formerly smoked,0 +40264,Female,17,0,0,No,Private,Rural,99.29,21.2,Unknown,0 +72451,Female,45,0,0,Yes,Private,Rural,63.73,32,Unknown,0 +20292,Female,24,0,0,Yes,Private,Urban,85.55,63.3,never smoked,0 +31201,Female,79,0,0,No,Self-employed,Urban,79.2,32.6,never smoked,0 +59359,Male,79,0,0,Yes,Self-employed,Urban,105.93,25.2,never smoked,0 +57985,Female,27,0,0,Yes,Private,Urban,94.19,27.4,formerly smoked,0 +2885,Male,72,1,0,Yes,Private,Rural,231.71,N/A,Unknown,0 +59743,Male,64,0,1,Yes,Self-employed,Rural,69.28,38.6,formerly smoked,0 +11544,Female,34,0,0,Yes,Private,Urban,71.37,32.9,never smoked,0 +11969,Female,50,0,0,Yes,Self-employed,Urban,110.18,26,formerly smoked,0 +42929,Female,58,0,0,Yes,Self-employed,Rural,59.68,29.2,formerly smoked,0 +72776,Male,26,0,0,Yes,Govt_job,Urban,94.24,29.2,formerly smoked,0 +21438,Female,50,0,0,Yes,Private,Rural,82.1,26.4,Unknown,0 +51084,Female,80,0,0,Yes,Private,Urban,62.62,23.1,formerly smoked,0 +13440,Male,2,0,0,No,children,Urban,107.83,21.2,Unknown,0 +15533,Male,46,0,0,No,Private,Urban,107.59,26.2,formerly smoked,0 +50903,Female,29,0,0,Yes,Private,Urban,116.98,23.4,never smoked,0 +35276,Female,6,0,0,No,children,Rural,84.1,19.8,Unknown,0 +44472,Male,32,0,0,Yes,Self-employed,Urban,160.64,20.4,smokes,0 +23587,Female,16,0,0,No,Never_worked,Urban,84.4,25.9,never smoked,0 +66794,Female,44,0,0,Yes,Govt_job,Rural,81.13,34.1,never smoked,0 +35854,Female,23,0,0,No,Private,Urban,88.19,18.3,never smoked,0 +60907,Male,48,0,0,Yes,Private,Rural,127.13,35,Unknown,0 +12449,Female,34,0,0,Yes,Private,Rural,119.61,26.4,Unknown,0 +54371,Male,78,0,0,Yes,Govt_job,Urban,143.47,27.6,formerly smoked,0 +8106,Female,42,0,0,Yes,Private,Rural,84.6,27,smokes,0 +2013,Male,14,0,0,No,Private,Rural,110.72,N/A,never smoked,0 +61785,Female,40,0,0,No,Private,Rural,158.93,31.3,smokes,0 +2707,Male,10,0,0,No,children,Rural,68.94,18,Unknown,0 +49120,Female,39,0,0,Yes,Govt_job,Rural,69.38,22.1,Unknown,0 +30752,Female,42,0,0,No,Self-employed,Urban,72,34.4,never smoked,0 +64972,Male,47,0,0,Yes,Private,Rural,57.76,33.2,smokes,0 +49537,Male,14,0,0,No,Private,Rural,108.65,23.1,never smoked,0 +315,Male,45,0,0,Yes,Private,Rural,65.42,39.7,never smoked,0 +62814,Male,58,0,0,No,Private,Rural,78.93,40.7,formerly smoked,0 +7665,Female,73,0,0,Yes,Private,Rural,98.34,30.9,Unknown,0 +28108,Female,62,0,0,Yes,Private,Rural,82.57,27.5,Unknown,0 +50536,Female,62,0,1,Yes,Govt_job,Urban,124.37,28.3,never smoked,0 +8655,Female,51,0,1,Yes,Self-employed,Urban,100.96,33.4,never smoked,0 +760,Male,0.8,0,0,No,children,Urban,75.22,33.1,Unknown,0 +47501,Female,57,0,0,Yes,Private,Urban,59.85,41.5,never smoked,0 +16863,Female,8,0,0,No,children,Rural,104.75,17.1,Unknown,0 +51342,Female,69,0,0,Yes,Govt_job,Rural,70.98,30,Unknown,0 +35759,Female,16,0,0,No,Private,Rural,92.77,24.9,Unknown,0 +17270,Female,56,0,0,Yes,Private,Urban,82.12,32.5,smokes,0 +53862,Female,41,0,0,Yes,Govt_job,Rural,106.35,26.1,never smoked,0 +40951,Female,1.24,0,0,No,children,Rural,77.33,19.2,Unknown,0 +56976,Female,42,0,0,Yes,Private,Urban,96.01,38.7,Unknown,0 +37299,Male,57,0,0,Yes,Private,Urban,107.49,29.5,never smoked,0 +33247,Male,20,0,0,No,Private,Rural,88.47,28.1,smokes,0 +32560,Female,8,0,0,No,children,Rural,87.92,14.1,Unknown,0 +10973,Male,43,0,0,Yes,Private,Urban,91.13,33.9,never smoked,0 +3816,Male,62,0,0,Yes,Private,Rural,80.72,26,formerly smoked,0 +50215,Male,42,0,0,No,Govt_job,Rural,59.83,52.8,never smoked,0 +10351,Male,50,0,0,Yes,Private,Urban,67.02,N/A,formerly smoked,0 +69665,Female,63,0,0,Yes,Private,Rural,60.22,29.2,never smoked,0 +14976,Male,80,0,1,Yes,Private,Rural,82.41,26.3,smokes,0 +28183,Female,13,0,0,No,children,Urban,75.78,23.6,Unknown,0 +33085,Female,20,0,0,No,Private,Rural,102.42,18.6,never smoked,0 +13386,Female,71,0,1,Yes,Self-employed,Rural,98.45,29.7,Unknown,0 +15601,Female,50,0,0,Yes,Private,Urban,93.51,30.9,smokes,0 +22254,Female,76,0,0,Yes,Private,Rural,113.68,22.8,Unknown,0 +15539,Female,41,0,0,Yes,Private,Rural,97.41,25.5,never smoked,0 +58235,Male,76,0,0,Yes,Private,Urban,58.65,25.6,smokes,0 +21162,Female,78,0,0,Yes,Self-employed,Rural,81.68,23,Unknown,0 +67880,Male,5,0,0,No,children,Urban,148.52,20.6,Unknown,0 +42545,Male,29,1,0,Yes,Private,Urban,77.55,N/A,formerly smoked,0 +48359,Female,43,0,0,Yes,Private,Rural,142.12,28.4,smokes,0 +54815,Female,49,0,0,Yes,Private,Urban,125.3,29.7,formerly smoked,0 +6233,Male,70,1,0,Yes,Self-employed,Rural,118.81,26,smokes,0 +52225,Male,24,0,0,No,Private,Urban,84.16,37.5,smokes,0 +50463,Female,41,0,0,Yes,Private,Urban,78.74,42.3,smokes,0 +49084,Male,20,0,0,No,Private,Urban,57.51,21.4,Unknown,0 +61889,Male,34,0,0,Yes,Private,Urban,61.11,29.3,never smoked,0 +25525,Male,32,0,0,Yes,Private,Urban,78.3,31,Unknown,0 +9730,Male,27,0,0,Yes,Private,Urban,76.19,22,never smoked,0 +30622,Female,44,0,0,Yes,Govt_job,Rural,115.99,20.9,never smoked,0 +26480,Male,20,0,0,No,Private,Rural,100.8,45.9,never smoked,0 +65895,Female,52,0,0,Yes,Private,Urban,98.27,61.2,Unknown,0 +4913,Female,57,0,0,Yes,Private,Rural,93.85,29.1,never smoked,0 +20676,Male,29,0,0,No,Private,Rural,94.69,28.4,smokes,0 +52410,Female,16,0,0,No,Private,Urban,136.23,22.6,Unknown,0 +57944,Female,35,0,0,Yes,Govt_job,Rural,56.12,24.2,smokes,0 +20290,Female,5,0,0,No,children,Rural,93.03,16.3,Unknown,0 +10875,Male,63,0,0,Yes,Private,Rural,196.81,35.9,never smoked,0 +2393,Male,59,1,0,Yes,Private,Rural,87.81,29.8,formerly smoked,0 +66464,Male,63,0,0,Yes,Private,Urban,222.66,37,formerly smoked,0 +40548,Male,52,0,0,Yes,Private,Rural,223.58,35.8,never smoked,0 +19699,Female,50,0,0,No,Private,Urban,85.77,21.1,never smoked,0 +205,Female,43,0,0,Yes,Private,Rural,88.23,37.6,Unknown,0 +54805,Female,27,0,0,No,Self-employed,Urban,73.65,24.8,Unknown,0 +53195,Male,30,0,0,No,Private,Urban,141.8,31.9,never smoked,0 +9107,Female,8,0,0,No,children,Rural,92.65,17.5,Unknown,0 +65196,Male,75,1,0,Yes,Private,Rural,198.79,N/A,smokes,0 +58833,Male,14,0,0,No,Private,Rural,61.04,17.6,Unknown,0 +4309,Female,23,0,0,Yes,Private,Rural,102.88,38.9,Unknown,0 +55462,Male,6,0,0,No,children,Urban,123.39,15.2,Unknown,0 +51746,Female,37,0,0,Yes,Govt_job,Rural,67.07,27.4,never smoked,0 +59335,Male,38,0,0,Yes,Govt_job,Rural,69.88,27.9,smokes,0 +65644,Male,3,0,0,No,children,Urban,57.02,16.1,Unknown,0 +52790,Female,26,0,0,No,Govt_job,Urban,123.81,39,never smoked,0 +42681,Female,58,0,0,Yes,Govt_job,Rural,73.36,36.6,formerly smoked,0 +33697,Male,57,0,0,Yes,Private,Rural,90.54,33.7,never smoked,0 +51963,Male,58,0,0,Yes,Private,Urban,69.24,27.6,never smoked,0 +13375,Male,76,0,0,Yes,Private,Urban,192.39,31,never smoked,0 +37526,Female,68,1,1,Yes,Private,Rural,233.3,N/A,Unknown,0 +59454,Female,79,0,0,Yes,Self-employed,Urban,74.35,28.5,formerly smoked,0 +23600,Male,34,0,0,Yes,Private,Rural,71.94,31.4,smokes,0 +61245,Male,75,0,0,Yes,Self-employed,Rural,82.35,25.3,never smoked,0 +53489,Male,11,0,0,No,children,Rural,73.28,17.2,never smoked,0 +42284,Male,71,1,0,Yes,Self-employed,Rural,97.57,26.9,Unknown,0 +69089,Female,40,0,0,Yes,Private,Rural,83.3,32,smokes,0 +68970,Female,24,0,0,No,Private,Urban,85.07,22.5,Unknown,0 +42938,Male,0.64,0,0,No,children,Urban,60.4,17.3,Unknown,0 +11327,Female,82,0,0,Yes,Self-employed,Urban,79.96,27,formerly smoked,0 +5464,Male,32,0,0,Yes,Private,Rural,70.96,33.1,Unknown,0 +56995,Female,81,0,0,Yes,Private,Urban,82.86,25,never smoked,0 +53646,Female,33,1,0,No,Private,Rural,97.87,N/A,smokes,0 +45139,Female,79,0,1,Yes,Private,Rural,201.38,31.1,never smoked,0 +38354,Female,62,0,0,Yes,Self-employed,Urban,91.82,19.6,Unknown,0 +15566,Male,39,0,0,Yes,Private,Rural,91.85,24.7,smokes,0 +4793,Female,60,1,0,Yes,Self-employed,Urban,99.23,48,formerly smoked,0 +59223,Male,48,0,0,Yes,Private,Urban,68.13,38,formerly smoked,0 +30927,Male,24,0,0,No,Private,Rural,93.76,24,formerly smoked,0 +966,Female,70,1,0,Yes,Self-employed,Rural,103.89,30,never smoked,0 +62923,Female,17,0,0,No,Private,Urban,87.39,24.6,Unknown,0 +30627,Female,56,0,0,Yes,Govt_job,Urban,89.53,23.1,Unknown,0 +17236,Female,3,0,0,No,children,Urban,66.61,17.4,Unknown,0 +27566,Male,65,0,0,Yes,Private,Rural,236.14,43.1,Unknown,0 +6368,Male,72,0,1,Yes,Private,Urban,99.76,27.1,formerly smoked,0 +33876,Male,10,0,0,No,children,Urban,87.09,14.3,Unknown,0 +52164,Male,29,0,0,Yes,Private,Urban,193.81,46.8,never smoked,0 +32446,Female,44,0,0,Yes,Private,Rural,97.27,26,never smoked,0 +56855,Male,46,0,0,Yes,Private,Urban,137.77,29.3,never smoked,0 +43837,Male,33,0,0,Yes,Private,Urban,105.19,50.1,smokes,0 +5477,Male,63,0,1,Yes,Self-employed,Urban,82.72,N/A,never smoked,0 +64974,Male,0.24,0,0,No,children,Urban,58.35,18.6,Unknown,0 +33976,Male,55,0,0,Yes,Private,Urban,68.79,27,never smoked,0 +31019,Female,56,0,0,Yes,Private,Urban,94.19,25.7,never smoked,0 +4699,Male,50,0,0,No,Govt_job,Rural,121.17,25.5,formerly smoked,0 +60276,Male,78,1,1,Yes,Self-employed,Rural,106.41,27.3,never smoked,0 +24420,Male,63,0,0,Yes,Private,Rural,104.79,24.1,Unknown,0 +28478,Female,31,0,0,Yes,Private,Urban,82.18,42.7,never smoked,0 +63236,Male,65,0,0,Yes,Private,Urban,96.81,41.2,smokes,0 +6324,Male,51,0,0,Yes,Private,Rural,107.42,20.2,formerly smoked,0 +62059,Male,60,0,0,Yes,Private,Rural,69.2,30.9,never smoked,0 +28400,Male,69,0,0,Yes,Self-employed,Urban,92.73,27.7,never smoked,0 +5841,Female,23,0,0,No,Private,Urban,86.11,22.3,never smoked,0 +5681,Male,46,0,0,Yes,Private,Rural,111.78,39.4,smokes,0 +16587,Female,16,0,0,No,Private,Urban,122.26,34.2,never smoked,0 +3477,Female,26,0,0,No,Private,Rural,78.16,20.1,never smoked,0 +23890,Female,44,1,0,Yes,Govt_job,Rural,105.77,36.8,never smoked,0 +3803,Female,56,0,0,Yes,Private,Urban,102.97,N/A,smokes,0 +34068,Female,23,0,0,Yes,Govt_job,Urban,77.53,33.9,formerly smoked,0 +60145,Female,38,0,0,Yes,Private,Urban,77.35,27.7,never smoked,0 +11702,Female,18,0,0,No,Never_worked,Urban,82.36,22.7,Unknown,0 +50508,Female,63,0,1,Yes,Self-employed,Rural,239.95,32.2,smokes,0 +65473,Male,23,0,0,No,Private,Urban,61.96,22,smokes,0 +51257,Male,32,0,0,No,Private,Rural,72.1,23.2,never smoked,0 +47810,Male,8,0,0,No,children,Rural,107.97,26.7,Unknown,0 +38737,Male,77,0,0,Yes,Self-employed,Urban,60.77,23,smokes,0 +39060,Female,41,0,0,Yes,Private,Urban,71.06,23.4,never smoked,0 +56804,Female,34,0,0,No,Govt_job,Urban,60.36,24.1,never smoked,0 +45099,Male,25,0,0,Yes,Self-employed,Urban,83.33,31.5,Unknown,0 +22221,Female,35,0,0,Yes,Self-employed,Urban,65.33,26.1,never smoked,0 +57134,Male,15,0,0,No,children,Urban,113.28,23.7,never smoked,0 +57609,Male,1.64,0,0,No,children,Urban,170.88,20.8,Unknown,0 +6132,Male,4,0,0,No,children,Urban,103.34,18.8,Unknown,0 +31600,Female,33,0,0,No,Private,Rural,106.08,32.5,formerly smoked,0 +51497,Male,28,0,0,Yes,Self-employed,Urban,156.45,24.3,never smoked,0 +48455,Female,37,0,0,Yes,Private,Urban,60.05,24.1,Unknown,0 +13049,Female,50,0,0,Yes,Private,Rural,114.05,32.5,never smoked,0 +9079,Female,76,0,1,Yes,Self-employed,Urban,202.21,39.3,formerly smoked,0 +68568,Female,72,0,0,Yes,Self-employed,Rural,57.28,23.9,never smoked,0 +72867,Male,16,0,0,No,Private,Rural,99.49,22,Unknown,0 +53121,Male,44,0,0,Yes,Private,Urban,63.6,37.3,never smoked,0 +33779,Male,46,0,1,Yes,Govt_job,Urban,80.01,33,formerly smoked,0 +52367,Male,46,0,0,Yes,Private,Urban,58.42,24.7,formerly smoked,0 +29314,Female,73,1,1,Yes,Govt_job,Urban,67.38,32.8,formerly smoked,0 +18366,Female,29,0,0,Yes,Self-employed,Rural,73.58,29.8,Unknown,0 +32522,Male,19,0,0,No,Private,Urban,103.92,24.1,Unknown,0 +3980,Female,27,0,0,No,Private,Rural,80.22,21.6,never smoked,0 +5350,Female,36,0,0,Yes,Private,Rural,103.76,27.1,never smoked,0 +3428,Female,61,0,0,Yes,Self-employed,Urban,77.06,27,never smoked,0 +62552,Female,9,0,0,No,children,Rural,90.22,18.7,Unknown,0 +51085,Female,25,0,0,No,Private,Urban,181.3,35.8,never smoked,0 +60586,Female,68,0,0,Yes,Private,Rural,85.29,27.1,formerly smoked,0 +59988,Female,26,1,0,Yes,Private,Urban,107.59,33.1,smokes,0 +34122,Female,17,0,0,No,Private,Urban,87.72,25.9,smokes,0 +11392,Male,75,0,0,Yes,Private,Rural,70.73,26.7,smokes,0 +53632,Male,34,0,0,No,Govt_job,Urban,72.75,22.2,Unknown,0 +32202,Male,53,0,0,Yes,Private,Rural,95.47,26,smokes,0 +52489,Female,18,0,0,No,Private,Urban,70.54,23.5,Unknown,0 +13374,Male,48,0,0,Yes,Private,Urban,100.03,23.5,never smoked,0 +66370,Female,5,0,0,No,children,Rural,59.78,15.9,Unknown,0 +259,Male,79,0,0,Yes,Private,Urban,198.79,24.9,never smoked,0 +12092,Male,16,0,0,No,Private,Rural,90.39,26.5,never smoked,0 +38263,Female,32,0,0,Yes,Private,Rural,147.04,35.7,Unknown,0 +1666,Male,70,0,0,Yes,Govt_job,Urban,202.55,N/A,formerly smoked,0 +48922,Male,55,1,1,Yes,Private,Rural,64.92,32.1,smokes,0 +58061,Female,70,1,0,Yes,Self-employed,Rural,154.6,28.5,formerly smoked,0 +50283,Female,51,0,0,Yes,Private,Urban,95.98,40.1,smokes,0 +26605,Female,39,0,0,Yes,Private,Rural,102.51,26.6,smokes,0 +10396,Male,79,1,0,No,Private,Urban,96.52,21.7,Unknown,0 +14695,Male,80,1,0,Yes,Self-employed,Rural,232.12,28.8,never smoked,0 +2579,Female,34,0,0,Yes,Self-employed,Rural,78.12,32,Unknown,0 +71061,Male,59,0,0,Yes,Govt_job,Urban,70.04,31.4,never smoked,0 +41250,Female,54,0,0,Yes,Private,Rural,97.61,32.1,smokes,0 +53923,Female,22,0,0,No,Private,Urban,113.11,19.8,Unknown,0 +54139,Female,21,0,0,No,Private,Rural,71.06,25.3,formerly smoked,0 +32430,Female,4,0,0,No,children,Rural,104.95,28.8,Unknown,0 +14928,Female,26,0,0,No,Private,Urban,81.94,26,smokes,0 +32457,Male,62,0,0,Yes,Private,Urban,96.37,30.7,formerly smoked,0 +59718,Female,33,0,0,Yes,Private,Rural,114.16,43.3,never smoked,0 +4948,Male,51,0,0,Yes,Self-employed,Rural,93.58,35.2,smokes,0 +40870,Female,75,0,0,Yes,Govt_job,Urban,73.89,20.9,Unknown,0 +2218,Male,42,0,0,Yes,Private,Rural,107.83,35.3,smokes,0 +57494,Female,82,1,0,Yes,Self-employed,Urban,107.21,27,formerly smoked,0 +1534,Female,61,0,0,Yes,Private,Rural,99.35,26.1,smokes,0 +69329,Female,62,0,0,Yes,Private,Rural,203.57,29.1,Unknown,0 +39852,Male,59,1,1,Yes,Govt_job,Rural,81.51,32.6,never smoked,0 +65358,Female,31,0,0,Yes,Private,Rural,69.26,21.8,formerly smoked,0 +36488,Male,12,0,0,No,children,Urban,111.47,32.3,never smoked,0 +55567,Female,76,0,1,Yes,Private,Rural,86.09,28.1,never smoked,0 +33562,Male,71,0,1,Yes,Govt_job,Rural,72.94,32.3,formerly smoked,0 +20006,Female,15,0,0,No,Private,Urban,76.77,21.7,Unknown,0 +47696,Male,44,0,0,Yes,Private,Rural,60.32,25,never smoked,0 +60117,Male,30,0,0,No,Private,Rural,133.24,28.9,never smoked,0 +5032,Female,47,0,0,Yes,Private,Rural,65.01,21.7,formerly smoked,0 +5780,Female,47,0,0,Yes,Private,Urban,74.63,45.3,never smoked,0 +52236,Female,60,0,0,Yes,Private,Rural,230.78,40.2,never smoked,0 +59752,Male,62,0,0,Yes,Private,Urban,72.5,22.5,formerly smoked,0 +47005,Female,47,0,0,Yes,Private,Urban,68.48,21.3,never smoked,0 +4750,Male,78,0,0,Yes,Private,Urban,85.03,26.1,formerly smoked,0 +65127,Female,35,0,0,Yes,Private,Urban,80.76,28.8,smokes,0 +4498,Male,71,0,1,Yes,Private,Urban,204.98,N/A,formerly smoked,0 +32203,Female,57,0,0,Yes,Self-employed,Rural,95.36,32.4,formerly smoked,0 +27436,Male,12,0,0,No,children,Urban,110.33,20.4,Unknown,0 +34999,Male,26,0,0,Yes,Private,Urban,89.18,25.9,formerly smoked,0 +4213,Male,33,0,0,No,Self-employed,Rural,91.53,38.8,formerly smoked,0 +71669,Male,60,0,0,Yes,Private,Rural,65.16,30.8,never smoked,0 +36803,Female,35,0,0,No,Private,Rural,74.53,24.6,never smoked,0 +17725,Female,10,0,0,No,children,Rural,93.29,20.6,Unknown,0 +57983,Male,50,0,0,Yes,Govt_job,Urban,227.89,38.8,formerly smoked,0 +68089,Female,44,0,0,Yes,Private,Urban,121.46,40.4,Unknown,0 +3135,Female,73,0,0,No,Self-employed,Rural,69.35,N/A,never smoked,0 +563,Female,41,0,0,Yes,Private,Rural,216.71,36.2,never smoked,0 +19364,Female,7,0,0,No,children,Rural,74.96,18.8,Unknown,0 +34590,Male,45,0,0,Yes,Self-employed,Rural,75.25,27.6,smokes,0 +55459,Female,60,0,0,No,Private,Rural,91.82,28.3,formerly smoked,0 +38724,Female,49,1,0,Yes,Govt_job,Urban,56.37,39.4,smokes,0 +52968,Female,45,0,0,Yes,Self-employed,Rural,149.15,33.5,Unknown,0 +35716,Female,55,1,0,Yes,Private,Urban,202.67,40.4,formerly smoked,0 +51421,Female,54,0,0,Yes,Private,Rural,65.38,25.9,Unknown,0 +72525,Female,39,0,0,Yes,Private,Urban,90.31,27.6,smokes,0 +33009,Male,76,0,0,Yes,Self-employed,Rural,221.8,44.7,formerly smoked,0 +35437,Female,28,0,0,Yes,Private,Rural,73.39,30.8,Unknown,0 +37253,Female,70,1,0,Yes,Private,Urban,147.12,22.3,formerly smoked,0 +46171,Male,28,0,0,Yes,Private,Urban,109.85,27.9,Unknown,0 +18143,Male,79,0,0,Yes,Self-employed,Rural,103.21,22.9,formerly smoked,0 +35330,Male,30,0,0,Yes,Private,Urban,81.25,27.3,smokes,0 +32127,Female,26,0,0,Yes,Govt_job,Urban,84.69,25,never smoked,0 +69834,Female,57,0,0,Yes,Govt_job,Rural,87.1,48.3,smokes,0 +56311,Female,16,0,0,No,Private,Rural,81.92,22.7,Unknown,0 +13439,Male,40,1,0,Yes,Private,Urban,90.91,39.1,Unknown,0 +36366,Male,77,0,0,Yes,Govt_job,Urban,64.4,27.8,never smoked,0 +13111,Female,67,1,0,Yes,Private,Rural,85.48,N/A,smokes,0 +28932,Female,36,0,0,Yes,Private,Rural,67.29,36.7,formerly smoked,0 +67521,Female,40,1,0,Yes,Private,Urban,124.48,38.5,Unknown,0 +65688,Male,2,0,1,No,children,Urban,62.89,29.4,Unknown,0 +58761,Male,52,0,0,Yes,Private,Urban,87.51,30.5,formerly smoked,0 +21192,Female,78,0,0,Yes,Private,Urban,93.15,23.6,Unknown,0 +72348,Female,22,0,0,No,Private,Urban,64.87,20.6,Unknown,0 +1825,Male,33,0,0,Yes,Self-employed,Urban,90.68,31.7,smokes,0 +25674,Male,40,0,0,Yes,Private,Urban,104.64,24.9,Unknown,0 +33035,Female,20,0,0,No,Private,Urban,92.44,33.4,never smoked,0 +54297,Male,19,0,0,No,Private,Rural,120.46,22.2,Unknown,0 +9122,Male,25,0,0,Yes,Private,Urban,89.87,26.5,never smoked,0 +1218,Female,23,0,0,No,Private,Urban,105.28,27.1,formerly smoked,0 +57210,Female,28,0,0,Yes,Private,Rural,131.8,30.3,never smoked,0 +37096,Female,6,0,0,No,children,Rural,66.33,18.6,Unknown,0 +38243,Female,37,0,0,Yes,Private,Rural,101.07,26.4,Unknown,0 +17198,Female,10,0,0,No,children,Rural,83.37,17.8,formerly smoked,0 +70884,Female,34,0,0,Yes,Private,Urban,79.8,37.4,smokes,0 +51809,Female,60,0,0,Yes,Self-employed,Rural,103.17,32.1,formerly smoked,0 +40602,Female,22,0,0,No,Private,Urban,62.52,38.2,never smoked,0 +65116,Female,62,1,0,Yes,Self-employed,Urban,75.78,N/A,smokes,0 +70455,Female,52,0,0,Yes,Govt_job,Urban,110.36,39.1,formerly smoked,0 +41618,Male,61,0,0,No,Private,Rural,140.07,29.5,never smoked,0 +21209,Female,10,0,0,No,children,Rural,84.86,28.6,never smoked,0 +26103,Male,36,0,0,Yes,Private,Rural,106.85,40.1,never smoked,0 +10436,Female,29,0,0,Yes,Private,Rural,102.07,31.8,never smoked,0 +16550,Female,69,0,1,No,Govt_job,Urban,202.38,34.6,Unknown,0 +17697,Female,62,0,0,Yes,Govt_job,Urban,67.07,24.5,never smoked,0 +10744,Male,62,0,1,Yes,Govt_job,Rural,73.7,26.2,never smoked,0 +7799,Female,79,0,0,No,Self-employed,Urban,77.59,33,never smoked,0 +57183,Male,13,0,0,No,children,Rural,69.16,22.3,Unknown,0 +121,Female,38,0,0,Yes,Private,Urban,91.44,N/A,Unknown,0 +32604,Male,49,0,0,Yes,Self-employed,Rural,215.81,58.1,never smoked,0 +49883,Female,41,0,0,Yes,Private,Rural,65.4,36.9,formerly smoked,0 +68242,Male,56,0,0,Yes,Private,Urban,139.72,43.9,never smoked,0 +33726,Female,8,0,0,No,children,Urban,72.81,18.2,Unknown,0 +56255,Female,24,0,0,No,Private,Urban,149.17,23.1,never smoked,0 +46455,Female,61,0,0,Yes,Private,Urban,125.74,32.6,Unknown,0 +13270,Female,40,0,0,No,Govt_job,Urban,90.21,41.2,never smoked,0 +38067,Female,22,0,0,No,Private,Urban,139.48,28.6,formerly smoked,0 +9160,Female,80,1,0,Yes,Private,Urban,90.77,26,never smoked,0 +52843,Female,60,1,1,Yes,Private,Urban,220.24,36.8,never smoked,0 +67343,Female,57,0,0,Yes,Private,Rural,81.42,35.8,never smoked,0 +50805,Female,55,0,0,Yes,Private,Urban,102.36,24.2,never smoked,0 +10826,Female,39,0,0,Yes,Self-employed,Urban,82.85,22.9,smokes,0 +60358,Female,51,0,0,Yes,Private,Urban,102.11,23.1,never smoked,0 +72231,Female,47,0,0,Yes,Self-employed,Rural,195.61,N/A,never smoked,0 +58586,Male,77,1,1,Yes,Self-employed,Urban,80.92,28.9,smokes,0 +50499,Female,32,0,0,Yes,Private,Rural,71.8,26.5,never smoked,0 +18986,Female,45,0,0,No,Self-employed,Urban,88.47,29.3,never smoked,0 +51177,Female,49,0,0,Yes,Private,Urban,67.68,24.8,formerly smoked,0 +575,Male,13,0,0,No,children,Rural,98.65,20.1,Unknown,0 +47321,Female,74,0,0,Yes,Private,Rural,83.58,18.2,never smoked,0 +7754,Female,72,0,0,Yes,Self-employed,Rural,104.04,34.7,formerly smoked,0 +66270,Female,57,0,0,Yes,Private,Rural,69.4,24,Unknown,0 +2814,Male,51,1,0,No,Govt_job,Urban,106.22,29,never smoked,0 +52847,Female,55,0,0,Yes,Private,Rural,112.46,27.3,never smoked,0 +60235,Male,73,0,1,Yes,Private,Rural,72.42,27.6,never smoked,0 +10981,Male,12,0,0,No,children,Rural,96.73,20.4,never smoked,0 +62833,Female,6,0,0,No,children,Urban,107.4,17.7,Unknown,0 +26267,Female,76,0,0,Yes,Self-employed,Urban,267.61,27.9,smokes,0 +69918,Female,38,1,0,Yes,Private,Rural,109.46,41.5,never smoked,0 +44927,Female,50,0,0,Yes,Govt_job,Rural,120.05,27.4,Unknown,0 +20169,Female,75,0,0,Yes,Private,Rural,106.33,27.8,Unknown,0 +31481,Female,1.16,0,0,No,children,Urban,97.28,17.8,Unknown,0 +27721,Male,32,0,0,Yes,Private,Rural,83.13,32,smokes,0 +71419,Male,12,0,0,No,children,Urban,97.35,37.3,Unknown,0 +25642,Male,32,0,0,No,Private,Urban,79.54,28.1,Unknown,0 +31932,Female,13,0,0,No,children,Urban,76.55,29.1,Unknown,0 +13629,Male,1.32,0,0,No,children,Urban,56.11,22.9,Unknown,0 +38258,Female,63,0,0,Yes,Private,Rural,91.36,38.8,formerly smoked,0 +70602,Female,29,0,0,No,Private,Rural,79.27,29,smokes,0 +60056,Male,53,0,0,Yes,Private,Urban,113.21,28.6,smokes,0 +31156,Female,49,0,0,Yes,Private,Urban,105.99,29.8,never smoked,0 +69643,Male,81,0,0,Yes,Private,Rural,59.93,28.9,formerly smoked,0 +23171,Male,66,0,0,Yes,Private,Rural,88.83,29.1,Unknown,0 +42309,Female,42,0,0,Yes,Private,Urban,73.37,N/A,smokes,0 +2877,Female,61,0,0,Yes,Private,Urban,115.42,16.7,smokes,0 +37011,Female,52,0,0,Yes,Private,Rural,71.93,34.1,Unknown,0 +355,Male,8,0,0,No,children,Rural,96.43,25.7,Unknown,0 +53252,Male,82,0,0,No,Self-employed,Urban,161.95,30.8,never smoked,0 +3553,Female,43,0,0,Yes,Govt_job,Urban,104.55,23.9,smokes,0 +72178,Female,4,0,0,No,children,Urban,71.25,18.8,Unknown,0 +11817,Male,58,0,0,Yes,Govt_job,Urban,160.87,N/A,formerly smoked,0 +26468,Female,45,0,0,Yes,Govt_job,Urban,82.02,41.8,smokes,0 +13176,Female,62,1,0,Yes,Private,Urban,78.02,36.4,never smoked,0 +67032,Male,42,0,0,No,Govt_job,Urban,115.21,28.7,Unknown,0 +39784,Female,72,0,0,Yes,Self-employed,Urban,65.12,28.3,never smoked,0 +56156,Other,26,0,0,No,Private,Rural,143.33,22.4,formerly smoked,0 +15230,Female,9,0,0,No,children,Rural,80.55,15.1,Unknown,0 +25218,Female,31,0,0,Yes,Govt_job,Urban,88.2,22.7,never smoked,0 +39637,Female,20,0,0,No,Private,Rural,147.42,26.6,Unknown,0 +26777,Male,22,0,0,No,Private,Rural,86.53,20.8,never smoked,0 +60533,Female,23,0,0,No,Private,Rural,91.95,23,Unknown,0 +44375,Female,57,1,0,Yes,Self-employed,Rural,63.72,35.8,smokes,0 +49848,Male,52,0,0,Yes,Private,Rural,63.78,29.9,never smoked,0 +65413,Female,64,0,0,Yes,Private,Urban,55.64,43.4,never smoked,0 +31161,Female,26,0,0,No,Govt_job,Urban,88.88,36.3,never smoked,0 +61787,Male,54,0,0,Yes,Self-employed,Urban,114.61,40.1,formerly smoked,0 +53482,Male,32,0,0,No,Self-employed,Rural,56.08,35.9,formerly smoked,0 +71387,Female,66,0,0,Yes,Govt_job,Rural,59.62,32.4,never smoked,0 +7577,Male,13,0,0,No,children,Urban,75.85,20.3,Unknown,0 +34400,Female,77,1,0,Yes,Self-employed,Rural,176.71,33.2,never smoked,0 +45175,Male,18,0,0,No,Private,Urban,80.07,22.3,Unknown,0 +71192,Male,11,0,0,No,children,Rural,56.33,18.1,Unknown,0 +26997,Female,16,0,0,No,Private,Urban,87.16,28.2,never smoked,0 +33532,Female,73,0,1,Yes,Private,Rural,102.46,29.7,never smoked,0 +33704,Male,44,1,0,Yes,Private,Rural,84.1,N/A,Unknown,0 +51897,Male,36,0,0,Yes,Private,Rural,161,29,smokes,0 +43016,Male,10,0,0,No,children,Urban,70.7,25.4,Unknown,0 +3370,Female,54,0,0,Yes,Private,Rural,81.26,26.5,Unknown,0 +39984,Female,42,0,0,Yes,Govt_job,Rural,157.67,22.7,formerly smoked,0 +59232,Female,52,0,0,Yes,Self-employed,Urban,89.59,27.5,Unknown,0 +57896,Male,32,0,0,Yes,Private,Urban,64.02,23.8,smokes,0 +21917,Male,43,0,0,Yes,Govt_job,Rural,110.69,35.6,Unknown,0 +66435,Female,28,0,0,Yes,Private,Rural,71.97,27.2,never smoked,0 +3442,Female,79,0,0,No,Self-employed,Rural,82.07,30.4,Unknown,0 +48064,Male,11,0,0,No,children,Rural,65.07,21.5,never smoked,0 +13358,Female,75,0,0,Yes,Self-employed,Rural,207.62,31.8,never smoked,0 +64986,Male,55,0,0,Yes,Private,Urban,108.64,29.5,never smoked,0 +6032,Male,78,0,0,Yes,Self-employed,Urban,201.58,30.6,Unknown,0 +52924,Female,48,0,0,Yes,Private,Urban,116.2,27.6,formerly smoked,0 +69979,Male,73,0,0,Yes,Self-employed,Rural,231.43,23,smokes,0 +50489,Female,56,0,0,Yes,Govt_job,Urban,112.62,24.8,never smoked,0 +20094,Male,54,1,0,Yes,Private,Urban,220.26,28,formerly smoked,0 +16618,Female,55,0,0,Yes,Private,Urban,84.37,22.2,Unknown,0 +63280,Female,65,0,0,Yes,Private,Rural,82.83,27.8,formerly smoked,0 +14551,Female,69,0,0,No,Private,Urban,102.48,30.2,formerly smoked,0 +22098,Female,29,0,0,Yes,Self-employed,Rural,69.12,26.8,never smoked,0 +17771,Female,64,1,0,Yes,Govt_job,Urban,211.12,22,never smoked,0 +11803,Female,16,0,0,No,Private,Rural,95.38,34.3,formerly smoked,0 +34356,Female,75,0,0,Yes,Private,Rural,108.72,29.2,formerly smoked,0 +26528,Female,17,0,0,No,Private,Rural,88.65,30.3,never smoked,0 +51554,Male,42,0,0,Yes,Private,Urban,177.91,N/A,Unknown,0 +2296,Male,78,1,0,Yes,Self-employed,Urban,90.19,N/A,Unknown,0 +10624,Male,24,0,0,Yes,Private,Rural,73.78,21.4,smokes,0 +1681,Female,68,0,0,No,Private,Urban,82.85,N/A,smokes,0 +36375,Male,50,0,0,Yes,Private,Rural,59.48,26.6,Unknown,0 +8117,Male,52,0,0,Yes,Private,Rural,75.77,30,formerly smoked,0 +49849,Female,82,0,0,Yes,Private,Rural,80.96,33.7,formerly smoked,0 +19436,Male,56,0,0,Yes,Private,Rural,82.4,30.9,smokes,0 +10523,Male,56,0,0,Yes,Private,Urban,78.93,31.1,Unknown,0 +39322,Male,18,0,0,No,Private,Urban,80.59,23,Unknown,0 +53265,Female,33,0,0,Yes,Self-employed,Urban,70.59,20.2,Unknown,0 +40379,Female,57,0,0,Yes,Private,Rural,98.57,31.6,never smoked,0 +66841,Male,30,0,0,No,Private,Rural,61.87,23.9,Unknown,0 +38900,Female,52,0,0,Yes,Private,Urban,68.88,26.1,Unknown,0 +18180,Female,3,0,0,No,children,Urban,66.25,15.8,Unknown,0 +1183,Male,39,0,0,Yes,Private,Rural,84.18,N/A,smokes,0 +22964,Male,44,0,0,Yes,Govt_job,Rural,69.23,28.7,smokes,0 +64597,Female,33,0,0,Yes,Private,Rural,73.2,28.9,Unknown,0 +23893,Male,24,0,0,Yes,Private,Urban,103.45,25.1,smokes,0 +51564,Female,24,0,0,No,Govt_job,Urban,104.86,19.8,never smoked,0 +14410,Male,54,0,1,Yes,Govt_job,Urban,90.3,30.8,smokes,0 +4964,Female,72,1,0,Yes,Private,Rural,90.87,22.1,never smoked,0 +15020,Female,37,0,0,No,Govt_job,Rural,76.21,20.4,Unknown,0 +27380,Female,36,0,0,Yes,Private,Rural,74.14,31.2,formerly smoked,0 +21523,Female,22,0,0,No,Govt_job,Urban,87.25,24.9,smokes,0 +8819,Female,68,0,0,Yes,Govt_job,Rural,215.33,27,formerly smoked,0 +68408,Male,24,0,0,No,Private,Urban,88.38,20.1,smokes,0 +8976,Female,35,0,0,Yes,Private,Rural,104.4,24.4,never smoked,0 +22290,Female,32,0,0,Yes,Private,Urban,104.92,22.6,never smoked,0 +7700,Female,52,0,0,Yes,Private,Urban,106.54,22.4,never smoked,0 +40503,Male,21,0,0,No,Private,Rural,62.91,26.2,never smoked,0 +47917,Female,82,1,0,No,Private,Rural,61.47,22.9,never smoked,0 +30303,Male,33,0,0,No,Private,Rural,88.5,32.6,formerly smoked,0 +63864,Male,62,0,0,Yes,Private,Rural,107.61,31.3,Unknown,0 +24177,Female,57,1,0,Yes,Private,Urban,90.77,43.9,formerly smoked,0 +57274,Male,14,0,0,No,Never_worked,Urban,137.91,41.8,never smoked,0 +37213,Male,60,0,0,Yes,Self-employed,Rural,212.02,N/A,Unknown,0 +59992,Female,63,1,0,Yes,Self-employed,Urban,228.2,37.7,never smoked,0 +27382,Female,50,0,0,Yes,Govt_job,Urban,92.15,20.8,never smoked,0 +61017,Female,12,0,0,No,children,Urban,126.32,21.6,Unknown,0 +61699,Male,80,0,0,Yes,Private,Rural,94.96,22.1,formerly smoked,0 +14489,Female,74,0,0,No,Self-employed,Urban,89.52,39.2,Unknown,0 +54053,Male,46,0,0,Yes,Private,Rural,66.59,36.7,formerly smoked,0 +38348,Female,66,0,0,Yes,Private,Urban,80.1,32,never smoked,0 +17668,Male,26,0,0,Yes,Self-employed,Urban,73.72,25.9,smokes,0 +11792,Female,70,0,0,Yes,Private,Urban,90.49,28.9,formerly smoked,0 +22917,Female,62,0,0,Yes,Private,Urban,92.99,29.3,formerly smoked,0 +36204,Male,15,0,0,No,children,Rural,62.57,32.3,never smoked,0 +49554,Male,67,0,0,Yes,Private,Rural,65.51,33.2,formerly smoked,0 +72594,Male,63,0,0,Yes,Private,Urban,95.29,31.6,smokes,0 +28027,Female,42,0,0,Yes,Govt_job,Urban,83.7,20.6,never smoked,0 +54177,Female,49,1,0,Yes,Govt_job,Rural,63.16,23.3,formerly smoked,0 +32602,Male,78,0,1,Yes,Self-employed,Urban,87.77,30.8,Unknown,0 +1213,Female,31,0,0,Yes,Self-employed,Urban,87.23,N/A,formerly smoked,0 +21534,Male,67,0,0,Yes,Private,Urban,260.85,N/A,Unknown,0 +6852,Female,52,1,0,Yes,Self-employed,Rural,104.45,N/A,never smoked,0 +3379,Female,61,0,0,Yes,Private,Urban,87.52,23.7,Unknown,0 +41146,Male,41,0,0,Yes,Private,Rural,113.65,49.3,never smoked,0 +20391,Female,73,0,0,Yes,Govt_job,Rural,65.93,30.3,never smoked,0 +69379,Female,64,1,0,Yes,Self-employed,Urban,93.78,24.4,never smoked,0 +34778,Male,65,0,0,Yes,Private,Rural,223.9,28.2,formerly smoked,0 +49270,Female,81,0,0,Yes,Private,Urban,77.54,33.8,Unknown,0 +55407,Female,47,0,0,Yes,Private,Urban,93.18,42.6,formerly smoked,0 +36744,Male,40,0,0,Yes,Self-employed,Rural,169.74,31.9,never smoked,0 +26603,Male,46,1,0,Yes,Self-employed,Urban,101.93,34,Unknown,0 +71414,Female,2,0,0,No,children,Urban,125.03,19.8,Unknown,0 +14517,Male,56,0,0,Yes,Private,Urban,82.25,30.5,formerly smoked,0 +69050,Male,54,0,0,Yes,Private,Urban,85.81,21.7,formerly smoked,0 +52080,Female,26,0,0,No,Private,Rural,85.27,24.6,never smoked,0 +27493,Female,45,0,0,Yes,Private,Urban,86.06,38.1,never smoked,0 +6295,Female,57,0,0,Yes,Govt_job,Urban,104.36,19.2,smokes,0 +20375,Female,78,0,0,Yes,Private,Urban,78.29,30.1,formerly smoked,0 +29017,Male,2,0,0,No,children,Urban,93.55,23.3,Unknown,0 +56635,Male,76,1,0,Yes,Self-employed,Rural,207.96,34.5,formerly smoked,0 +4280,Female,51,0,0,Yes,Govt_job,Rural,105.52,30.8,never smoked,0 +22896,Female,54,0,0,Yes,Private,Rural,109.27,43.8,formerly smoked,0 +70297,Female,36,0,0,Yes,Private,Urban,91.34,29.9,never smoked,0 +47776,Female,57,0,0,Yes,Govt_job,Rural,176.78,50.4,never smoked,0 +53141,Female,25,0,0,No,Private,Rural,67.73,22.6,never smoked,0 +16145,Female,7,0,0,No,children,Rural,73.27,19.5,Unknown,0 +41593,Female,76,0,0,Yes,Self-employed,Rural,70.29,33.4,formerly smoked,0 +50651,Female,45,0,0,No,Private,Rural,91.47,24.2,Unknown,0 +11111,Female,66,1,0,Yes,Govt_job,Urban,205.01,52.7,formerly smoked,0 +15803,Female,45,0,0,Yes,Private,Rural,73.87,25.6,Unknown,0 +71597,Female,79,1,0,Yes,Private,Rural,64.44,26.9,formerly smoked,0 +22804,Female,25,0,0,No,Private,Rural,111.65,35.2,formerly smoked,0 +64498,Female,53,0,0,Yes,Private,Rural,90.65,22.1,formerly smoked,0 +41182,Female,35,1,0,Yes,Private,Urban,94.2,34.4,smokes,0 +56606,Female,78,0,0,Yes,Self-employed,Urban,56.95,26,Unknown,0 +36958,Female,32,0,0,Yes,Private,Rural,92.37,26.9,never smoked,0 +14877,Male,0.56,0,0,No,children,Rural,127.23,20.1,Unknown,0 +65988,Female,26,0,0,No,Private,Rural,191.78,24.7,Unknown,0 +50001,Female,34,0,0,Yes,Govt_job,Rural,86.36,32.1,smokes,0 +27034,Female,65,0,0,Yes,Govt_job,Urban,82.72,29.8,smokes,0 +8950,Female,15,0,0,No,Private,Urban,113.57,27.5,formerly smoked,0 +31850,Female,17,0,0,No,Private,Urban,89.58,22.8,Unknown,0 +14288,Female,71,0,0,Yes,Private,Rural,91.85,27.6,formerly smoked,0 +3180,Female,42,0,0,Yes,Govt_job,Urban,88.89,33,never smoked,0 +13899,Male,30,0,0,Yes,Private,Urban,79.55,33.7,never smoked,0 +23730,Female,75,0,0,Yes,Self-employed,Urban,108.62,25.1,Unknown,0 +6011,Male,9,0,0,No,children,Urban,78.24,15.3,Unknown,0 +14376,Male,47,0,0,Yes,Private,Rural,88.49,22.2,smokes,0 +22052,Female,75,1,0,No,Self-employed,Rural,91.85,21.4,formerly smoked,0 +24836,Female,61,0,0,Yes,Private,Rural,72.01,26,formerly smoked,0 +11861,Male,61,0,0,Yes,Self-employed,Rural,81.96,29.9,never smoked,0 +25613,Female,27,0,0,Yes,Private,Urban,70.56,28.6,smokes,0 +71496,Female,55,0,0,Yes,Private,Urban,71.02,21.2,never smoked,0 +24074,Female,2,0,0,No,children,Rural,99.75,16,Unknown,0 +44937,Female,51,0,0,Yes,Govt_job,Urban,127.2,22.7,never smoked,0 +72082,Female,45,0,0,Yes,Self-employed,Rural,69.76,25.3,smokes,0 +53271,Male,36,0,0,Yes,Private,Rural,74.63,31.6,formerly smoked,0 +34077,Male,46,0,0,Yes,Govt_job,Rural,102.27,38.9,formerly smoked,0 +42330,Female,48,0,0,Yes,Private,Rural,73.56,27.1,smokes,0 +69487,Female,79,0,0,Yes,Self-employed,Urban,57.77,24.1,formerly smoked,0 +70973,Female,50,0,0,Yes,Govt_job,Urban,151.25,31.5,never smoked,0 +44986,Female,79,0,0,Yes,Self-employed,Urban,78.32,32,Unknown,0 +2633,Male,32,0,0,Yes,Private,Rural,71.5,31.8,never smoked,0 +21834,Female,36,0,0,Yes,Private,Urban,84.7,34,never smoked,0 +49196,Female,27,0,0,Yes,Private,Urban,127.28,23.4,Unknown,0 +22939,Female,22,0,0,No,Private,Rural,80.72,29.3,Unknown,0 +55400,Female,5,0,0,No,children,Rural,73.92,17.2,Unknown,0 +30870,Male,9,0,0,No,children,Urban,93.24,31.9,Unknown,0 +247,Male,31,0,0,No,Private,Urban,72.6,31.6,never smoked,0 +7979,Female,26,0,0,No,Private,Rural,69.77,23.2,never smoked,0 +56189,Male,43,0,0,No,Govt_job,Urban,84.43,30,smokes,0 +3984,Female,33,0,0,Yes,Private,Rural,84.13,26.3,never smoked,0 +49753,Male,34,0,0,No,Self-employed,Rural,81.54,31.8,formerly smoked,0 +71719,Male,66,0,0,Yes,Govt_job,Rural,57.17,25.5,formerly smoked,0 +11313,Female,44,0,0,Yes,Private,Rural,86.15,21.3,never smoked,0 +38070,Female,56,0,0,Yes,Private,Rural,163.02,29.6,never smoked,0 +50455,Female,67,0,0,Yes,Self-employed,Urban,110.41,28.7,never smoked,0 +31766,Male,18,0,0,No,Private,Rural,102.58,30.8,never smoked,0 +24245,Male,55,0,0,Yes,Private,Urban,90.97,32.1,Unknown,0 +50726,Male,61,0,0,Yes,Private,Rural,140.96,34,smokes,0 +29955,Male,0.08,0,0,No,children,Rural,70.33,16.9,Unknown,0 +64742,Male,48,0,0,No,Self-employed,Rural,64.18,32.1,never smoked,0 +48518,Male,44,0,0,Yes,Self-employed,Rural,127.57,22.6,never smoked,0 +42999,Female,68,0,0,Yes,Private,Urban,109.23,31.3,never smoked,0 +71447,Male,52,0,1,Yes,Private,Urban,124.49,29,never smoked,0 +61437,Male,15,0,0,No,Govt_job,Rural,142.82,27.6,never smoked,0 +50428,Male,2,0,0,No,children,Rural,75.69,17.7,Unknown,0 +8816,Male,60,0,0,Yes,Private,Urban,74.08,35.9,Unknown,0 +49556,Female,37,0,0,Yes,Govt_job,Urban,75.98,33.8,Unknown,0 +67654,Female,5,0,0,No,children,Rural,57.8,17.6,Unknown,0 +21989,Female,25,0,0,No,Private,Urban,76.44,48.3,Unknown,0 +46434,Male,52,1,0,Yes,Govt_job,Urban,214.43,39.9,smokes,0 +3205,Female,79,0,0,Yes,Self-employed,Urban,79.03,11.3,Unknown,0 +68692,Male,61,1,0,Yes,Private,Urban,66.46,31.5,formerly smoked,0 +44531,Male,36,0,0,Yes,Private,Urban,56.42,29.6,never smoked,0 +70392,Male,34,0,0,Yes,Private,Rural,112.72,19.4,Unknown,0 +37025,Female,2,0,0,No,children,Urban,114.02,18.1,Unknown,0 +68965,Male,43,0,0,Yes,Private,Urban,72.33,36.2,smokes,0 +53843,Female,1.48,0,0,No,children,Rural,55.59,17.9,Unknown,0 +5236,Female,49,0,0,Yes,Private,Rural,73.48,33,never smoked,0 +32110,Female,2,0,0,No,children,Urban,105.05,20.4,Unknown,0 +17893,Female,82,0,0,Yes,Self-employed,Urban,84.78,33.6,formerly smoked,0 +65794,Female,81,1,0,Yes,Private,Rural,164.77,34.5,never smoked,0 +65955,Male,81,1,1,No,Private,Rural,220.64,30,never smoked,0 +53924,Female,1.08,0,0,No,children,Urban,159.39,12.8,Unknown,0 +70674,Male,60,0,0,Yes,Self-employed,Urban,69.53,26.2,never smoked,0 +56410,Male,1.88,0,0,No,children,Urban,81.42,13.5,Unknown,0 +9955,Female,58,0,0,No,Private,Urban,83.93,25.6,formerly smoked,0 +8410,Female,8,0,0,No,children,Rural,98.9,18.8,Unknown,0 +46854,Female,9,0,0,No,children,Urban,82.64,14.5,Unknown,0 +8168,Female,34,0,0,Yes,Private,Rural,112.54,23.4,formerly smoked,0 +30405,Female,23,0,0,No,Private,Rural,75.25,39.7,formerly smoked,0 +1301,Female,74,0,0,No,Self-employed,Urban,204.77,40.8,never smoked,0 +42348,Male,72,0,1,Yes,Self-employed,Urban,63.86,29.5,smokes,0 +38560,Male,47,0,0,Yes,Private,Rural,72.2,33,Unknown,0 +48129,Female,56,0,0,Yes,Private,Urban,80.08,25.6,never smoked,0 +10511,Male,5,0,0,No,children,Urban,101.61,33.1,Unknown,0 +42481,Male,27,0,0,Yes,Private,Urban,114.32,28.1,Unknown,0 +59872,Female,38,0,0,Yes,Private,Rural,80.82,49.3,never smoked,0 +56282,Male,13,0,0,No,Private,Rural,90.6,16.9,never smoked,0 +6540,Female,41,0,0,Yes,Private,Rural,93.67,35.9,Unknown,0 +31378,Female,50,0,0,Yes,Self-employed,Rural,87.15,32.1,never smoked,0 +32317,Female,41,0,0,Yes,Private,Urban,80.72,34.1,smokes,0 +9948,Male,6,0,0,No,children,Urban,83.16,15.1,Unknown,0 +35182,Female,62,0,0,Yes,Govt_job,Rural,98.14,42,Unknown,0 +5655,Male,4,0,0,No,children,Urban,83.13,16.8,Unknown,0 +51762,Female,59,0,0,Yes,Private,Rural,134.24,28.8,Unknown,0 +68193,Male,63,0,0,Yes,Self-employed,Urban,248.37,32.2,smokes,0 +49459,Male,9,0,0,No,children,Rural,61.75,16.2,Unknown,0 +54776,Male,41,0,0,No,Private,Urban,70.55,44.2,Unknown,0 +45701,Female,72,0,1,No,Self-employed,Rural,124.38,23.4,formerly smoked,0 +7953,Female,45,0,0,Yes,Private,Rural,92.21,31,never smoked,0 +65508,Male,80,0,0,Yes,Govt_job,Urban,148.72,28.7,never smoked,0 +68539,Female,19,0,0,No,Private,Urban,79.25,23.6,Unknown,0 +12022,Male,37,0,0,Yes,Govt_job,Urban,82.09,35.7,smokes,0 +3348,Female,58,1,0,Yes,Private,Urban,194.53,39.5,never smoked,0 +58466,Male,77,0,0,Yes,Private,Rural,98.84,27.3,Unknown,0 +50434,Male,38,0,0,Yes,Govt_job,Rural,135.74,31.3,formerly smoked,0 +49974,Male,49,0,0,Yes,Private,Rural,66.55,33.4,Unknown,0 +54574,Female,20,0,0,No,Private,Urban,115.69,29.2,never smoked,0 +39342,Male,23,0,0,No,Private,Rural,67.76,26,never smoked,0 +2972,Male,55,0,0,No,Govt_job,Rural,88.65,18.1,formerly smoked,0 +32717,Male,16,0,0,No,children,Rural,106.11,22.4,Unknown,0 +14063,Male,81,0,1,No,Self-employed,Rural,95.49,29.4,Unknown,0 +71724,Female,23,0,0,No,Private,Urban,59.07,21.6,never smoked,0 +4753,Male,82,0,1,Yes,Self-employed,Urban,228.92,27.9,formerly smoked,0 +62076,Male,48,0,0,Yes,Private,Rural,62.89,29.6,Unknown,0 +6665,Male,56,0,0,Yes,Private,Rural,96.84,30.2,Unknown,0 +51385,Male,61,0,0,Yes,Private,Rural,81.25,43.4,smokes,0 +66973,Male,43,0,0,Yes,Private,Urban,92.71,30.5,formerly smoked,0 +59671,Female,39,0,0,No,Private,Rural,85.59,33.2,Unknown,0 +3946,Female,22,0,0,Yes,Private,Urban,89.06,27.7,never smoked,0 +17623,Male,41,0,0,No,Self-employed,Urban,87.44,33.5,Unknown,0 +50644,Male,37,0,0,Yes,Private,Urban,64.07,28,Unknown,0 +54294,Female,65,0,0,Yes,Govt_job,Urban,79.39,31.5,formerly smoked,0 +46767,Female,8,0,0,No,children,Rural,67.84,24,Unknown,0 +12911,Female,51,0,0,Yes,Private,Rural,81.73,27.4,never smoked,0 +16109,Male,63,0,0,Yes,Private,Urban,105.52,37.9,formerly smoked,0 +47499,Female,48,0,0,Yes,Govt_job,Rural,77.55,26.2,Unknown,0 +8790,Female,17,0,0,No,Private,Urban,127.42,22.4,Unknown,0 +11259,Female,53,0,0,Yes,Private,Urban,227.68,N/A,never smoked,0 +12003,Female,75,0,0,Yes,Private,Rural,226.73,43.7,never smoked,0 +71099,Female,51,0,0,Yes,Self-employed,Urban,89.74,28.4,never smoked,0 +62090,Male,51,0,0,No,Self-employed,Rural,219.17,29.8,never smoked,0 +10138,Female,41,0,0,Yes,Private,Urban,74.85,24.8,formerly smoked,0 +71424,Female,75,1,0,Yes,Self-employed,Urban,55.96,34.8,never smoked,0 +44759,Male,57,0,0,Yes,Private,Urban,215.92,27.4,smokes,0 +21953,Female,33,0,0,No,Private,Urban,84.4,N/A,smokes,0 +52234,Female,72,0,0,Yes,Govt_job,Urban,104.05,33.5,never smoked,0 +46461,Female,52,0,0,Yes,Private,Urban,62.54,35,smokes,0 +6973,Male,11,0,0,No,children,Rural,87.54,24.4,Unknown,0 +5068,Female,28,0,0,No,Private,Urban,76.81,28.3,smokes,0 +65277,Female,78,1,0,No,Self-employed,Rural,198.12,29.1,never smoked,0 +52679,Female,82,0,0,Yes,Self-employed,Rural,78,31.3,formerly smoked,0 +36728,Male,74,0,0,Yes,Private,Urban,79.44,32.8,never smoked,0 +46797,Female,31,0,0,Yes,Private,Rural,75.82,29.1,never smoked,0 +63898,Female,53,1,0,Yes,Private,Urban,240.86,31.9,never smoked,0 +11371,Male,0.24,0,0,No,children,Urban,89.28,14.2,Unknown,0 +13155,Female,67,1,0,Yes,Govt_job,Rural,263.56,26.3,never smoked,0 +27125,Female,17,0,0,No,Private,Urban,81.13,22.8,never smoked,0 +15383,Female,29,0,0,Yes,Private,Urban,118.44,24.8,never smoked,0 +19828,Female,56,1,0,Yes,Private,Rural,97.37,34.1,smokes,0 +6289,Female,15,0,0,No,children,Urban,80.51,21.5,Unknown,0 +44243,Female,29,0,0,No,Private,Rural,78.88,26.1,never smoked,0 +40167,Female,79,1,1,Yes,Govt_job,Rural,83.61,21.4,smokes,0 +38078,Female,82,1,1,Yes,Private,Urban,73.19,33.5,never smoked,0 +34257,Male,17,0,0,No,Govt_job,Urban,68.91,23,Unknown,0 +21653,Male,8,0,0,No,children,Rural,104.3,18.5,Unknown,0 +63764,Male,23,0,0,No,Private,Urban,87.87,23.4,never smoked,0 +22194,Female,36,0,0,Yes,Private,Urban,96.7,31.4,Unknown,0 +16010,Male,47,0,0,Yes,Private,Rural,91.05,31.1,formerly smoked,0 +5074,Male,24,0,0,No,Private,Rural,200.14,37.7,smokes,0 +10243,Female,60,0,0,Yes,Govt_job,Urban,73.04,25.3,never smoked,0 +52588,Female,63,0,0,Yes,Private,Rural,85.81,35.6,never smoked,0 +56996,Male,44,0,0,Yes,Private,Urban,65.41,24.8,smokes,0 +28315,Male,38,0,0,Yes,Private,Rural,108.68,32.7,never smoked,0 +15104,Female,26,0,0,Yes,Private,Rural,88.79,24.9,never smoked,0 +26604,Female,18,0,0,No,Private,Rural,107.82,26,never smoked,0 +27916,Male,18,0,0,No,Private,Urban,97.39,22.8,never smoked,0 +60249,Male,13,0,0,No,Private,Urban,141.09,24,Unknown,0 +45787,Male,13,0,0,No,children,Urban,122.38,20.3,Unknown,0 +65526,Female,47,0,0,Yes,Private,Urban,77.91,30.3,formerly smoked,0 +72354,Female,80,1,0,Yes,Self-employed,Rural,103.6,23.7,never smoked,0 +38938,Female,24,0,0,No,Private,Rural,159.7,25.7,Unknown,0 +39017,Female,72,0,0,Yes,Govt_job,Rural,118.22,21.9,formerly smoked,0 +13219,Male,5,0,0,No,children,Urban,84.5,15.8,Unknown,0 +3003,Female,51,0,0,Yes,Govt_job,Rural,85.59,30.5,never smoked,0 +34543,Female,82,0,0,Yes,Self-employed,Rural,84.42,25.7,Unknown,0 +21762,Male,5,0,0,No,children,Rural,100.98,19,Unknown,0 +22003,Male,66,0,0,Yes,Private,Rural,81.11,28.8,formerly smoked,0 +6731,Female,53,0,0,No,Private,Rural,235.45,N/A,formerly smoked,0 +19032,Female,15,0,0,No,Private,Rural,79.2,22.4,never smoked,0 +55370,Female,53,0,0,Yes,Private,Urban,207.71,32.4,Unknown,0 +57288,Female,78,0,0,Yes,Private,Rural,99.84,36.6,never smoked,0 +31925,Female,62,0,0,Yes,Private,Rural,98.05,27.9,never smoked,0 +8264,Male,41,0,0,Yes,Self-employed,Rural,105.9,27.7,Unknown,0 +448,Female,49,0,0,Yes,Private,Rural,107.55,N/A,Unknown,0 +38783,Female,41,0,0,Yes,Self-employed,Urban,146.21,34.3,Unknown,0 +45961,Female,78,0,0,Yes,Private,Urban,79.94,26.7,never smoked,0 +27518,Male,14,0,0,No,Self-employed,Rural,72.28,19,Unknown,0 +51106,Female,1.48,0,0,No,children,Rural,123.1,20.6,Unknown,0 +42251,Male,71,1,1,Yes,Self-employed,Rural,67.06,26.7,smokes,0 +33115,Male,32,0,0,Yes,Private,Rural,82.68,29.2,never smoked,0 +31701,Male,16,0,0,No,Private,Rural,125.89,21.3,never smoked,0 +21661,Female,68,0,0,Yes,Govt_job,Urban,228.05,51.9,Unknown,0 +18837,Male,0.56,0,0,No,children,Urban,98.23,14.1,Unknown,0 +57777,Female,59,0,0,Yes,Self-employed,Urban,90.06,28.9,smokes,0 +62610,Male,32,0,0,Yes,Private,Urban,119.9,30.9,smokes,0 +2730,Male,58,0,0,Yes,Private,Urban,94.53,36.1,never smoked,0 +51116,Female,40,0,0,Yes,Self-employed,Urban,64.66,25,formerly smoked,0 +22607,Female,41,0,0,Yes,Private,Urban,103.79,28.6,never smoked,0 +11595,Female,21,0,0,No,Private,Urban,88.51,20.5,never smoked,0 +24355,Female,1.88,0,0,No,children,Rural,97.26,16.7,Unknown,0 +32563,Male,55,0,0,Yes,Govt_job,Urban,92.59,36.6,never smoked,0 +18266,Female,67,0,0,Yes,Private,Rural,102.89,26.4,never smoked,0 +60088,Male,49,1,0,Yes,Self-employed,Rural,92.26,33.1,formerly smoked,0 +14912,Female,42,0,0,Yes,Private,Rural,80,27.5,never smoked,0 +49939,Female,54,0,0,Yes,Self-employed,Urban,56.75,26.9,never smoked,0 +64534,Female,25,0,0,Yes,Private,Urban,104.66,23.9,never smoked,0 +62914,Male,62,0,0,Yes,Private,Rural,60.39,26.9,Unknown,0 +4297,Male,75,0,0,Yes,Govt_job,Urban,223.14,27.8,never smoked,0 +20399,Female,72,1,0,Yes,Private,Urban,105.51,32.7,never smoked,0 +1112,Female,14,0,0,No,Private,Urban,83.42,28.7,never smoked,0 +13276,Female,38,0,0,Yes,Private,Urban,71.06,22.6,Unknown,0 +1260,Male,59,0,0,Yes,Govt_job,Urban,101.24,26.5,never smoked,0 +40509,Female,23,0,0,No,Private,Urban,91.19,28.3,never smoked,0 +15241,Female,63,1,1,No,Govt_job,Urban,174.43,24.3,never smoked,0 +31344,Male,82,0,0,Yes,Self-employed,Urban,214.51,24,formerly smoked,0 +55169,Male,34,0,0,Yes,Private,Rural,72.64,32.4,never smoked,0 +55740,Female,8,0,0,No,children,Urban,62.69,28.7,Unknown,0 +62513,Female,28,0,0,Yes,Private,Rural,141.16,36.7,never smoked,0 +18040,Female,49,0,0,Yes,Govt_job,Rural,89.61,27.7,never smoked,0 +10374,Female,24,0,0,Yes,Private,Rural,76.42,24.8,smokes,0 +37209,Male,17,0,0,No,Never_worked,Rural,124.38,31.2,never smoked,0 +62306,Female,69,1,0,Yes,Self-employed,Urban,111.81,26.1,formerly smoked,0 +54101,Female,58,0,0,Yes,Self-employed,Rural,57.57,26.8,Unknown,0 +12259,Male,50,0,0,Yes,Private,Urban,77.82,26.7,formerly smoked,0 +37634,Male,5,0,0,No,children,Urban,60.09,19.6,Unknown,0 +22548,Female,34,0,0,Yes,Private,Urban,91.02,25.8,never smoked,0 +65407,Female,64,0,0,Yes,Self-employed,Rural,65.46,32.5,formerly smoked,0 +50723,Male,47,0,0,Yes,Private,Rural,131.19,28.3,smokes,0 +20890,Female,61,0,0,Yes,Private,Rural,79.89,24.5,smokes,0 +52472,Male,14,0,0,No,children,Urban,74.54,25.2,Unknown,0 +42859,Female,57,0,0,Yes,Private,Urban,231.31,32.3,never smoked,0 +3167,Male,53,0,1,Yes,Private,Urban,91.57,30.1,formerly smoked,0 +56469,Male,67,0,0,Yes,Private,Urban,238.78,35.7,formerly smoked,0 +23851,Female,57,0,0,No,Private,Rural,87.18,20,formerly smoked,0 +30571,Female,38,0,0,Yes,Govt_job,Rural,78.94,23.5,Unknown,0 +67786,Female,13,0,0,No,children,Rural,69.01,23.4,Unknown,0 +41404,Female,37,0,0,Yes,Private,Rural,110.28,22.3,never smoked,0 +33960,Male,39,1,0,Yes,Self-employed,Urban,71.66,28.7,never smoked,0 +70833,Female,13,0,0,No,Private,Urban,62.57,20.9,Unknown,0 +65731,Male,57,0,0,Yes,Self-employed,Urban,83.64,29.4,smokes,0 +57968,Female,11,0,0,No,children,Urban,107.18,27.6,Unknown,0 +57539,Female,68,0,0,Yes,Private,Rural,233.59,43.9,never smoked,0 +17745,Male,79,1,0,Yes,Self-employed,Urban,84.88,28.7,formerly smoked,0 +33252,Female,24,0,0,No,Private,Rural,97.95,34.7,Unknown,0 +69789,Female,44,0,0,Yes,Private,Rural,58.19,37.1,Unknown,0 +40076,Female,46,0,0,Yes,Private,Rural,70.11,24.2,never smoked,0 +10323,Female,66,0,0,Yes,Private,Urban,112.77,22.7,smokes,0 +23514,Female,61,0,0,Yes,Self-employed,Urban,75.46,29.3,formerly smoked,0 +37395,Female,16,0,0,No,Private,Urban,63.63,20,smokes,0 +8240,Female,37,0,0,Yes,Private,Urban,100.22,22.7,smokes,0 +9620,Female,43,0,0,Yes,Govt_job,Rural,81.77,25.4,never smoked,0 +7092,Female,27,0,0,Yes,Private,Rural,94.25,37.6,never smoked,0 +50216,Male,44,1,0,Yes,Self-employed,Rural,188.13,44.7,formerly smoked,0 +59506,Male,14,0,0,No,Private,Rural,164.7,26.3,Unknown,0 +43397,Male,81,0,1,Yes,Self-employed,Rural,68.27,25,Unknown,0 +62384,Male,52,0,1,No,Self-employed,Rural,79.81,N/A,formerly smoked,0 +10651,Male,54,1,0,Yes,Govt_job,Rural,100.12,32.3,formerly smoked,0 +69750,Female,77,0,0,Yes,Self-employed,Urban,151.23,24.9,never smoked,0 +55455,Male,27,0,0,No,Private,Rural,112.41,33.7,never smoked,0 +34230,Female,35,0,0,Yes,Self-employed,Urban,205.97,26.6,formerly smoked,0 +65154,Female,30,0,0,Yes,Private,Urban,112.19,53.4,never smoked,0 +36298,Female,48,0,0,Yes,Self-employed,Rural,71.93,41.7,never smoked,0 +13171,Female,15,0,0,No,children,Urban,190.89,22,never smoked,0 +62983,Female,26,0,0,Yes,Private,Urban,138.02,20.3,smokes,0 +44834,Female,38,0,0,Yes,Private,Rural,66.16,42.7,Unknown,0 +67411,Male,29,0,0,No,Private,Rural,105.73,28.2,smokes,0 +5455,Male,49,0,0,Yes,Private,Rural,78.34,32.5,Unknown,0 +49267,Female,55,0,0,Yes,Private,Urban,102.1,22.5,formerly smoked,0 +60464,Male,52,0,0,Yes,Private,Urban,97.37,26.5,smokes,0 +56286,Male,49,0,0,Yes,Private,Urban,193.87,41,Unknown,0 +5223,Female,21,0,0,No,Private,Rural,78.32,27,Unknown,0 +53302,Female,24,0,0,Yes,Private,Rural,130,25.9,formerly smoked,0 +59309,Male,18,0,0,No,Self-employed,Urban,74,23.7,Unknown,0 +69824,Male,52,0,0,Yes,Private,Rural,111.04,30,never smoked,0 +13173,Male,70,1,0,Yes,Private,Urban,214.77,15,formerly smoked,0 +52579,Female,51,0,0,Yes,Self-employed,Rural,97.25,21.5,never smoked,0 +59451,Male,58,0,0,Yes,Private,Urban,79.95,25.9,never smoked,0 +56875,Female,46,0,0,Yes,Govt_job,Urban,162.24,24.3,smokes,0 +16774,Female,79,0,0,No,Self-employed,Urban,74.36,39.2,Unknown,0 +61672,Female,11,0,0,No,children,Urban,69.68,14.4,Unknown,0 +25811,Female,61,0,0,Yes,Private,Urban,98.35,26.6,never smoked,0 +7780,Male,51,0,0,Yes,Self-employed,Urban,75.73,30.7,never smoked,0 +58149,Female,21,0,0,No,Private,Rural,85.86,35.4,Unknown,0 +38742,Female,71,0,0,Yes,Private,Urban,80.34,29.2,never smoked,0 +29613,Female,13,0,0,No,Private,Rural,73.76,26.7,Unknown,0 +20655,Male,16,0,0,No,Private,Rural,94.96,21.5,never smoked,0 +53897,Female,61,0,0,Yes,Private,Urban,108.18,19.1,never smoked,0 +29792,Female,49,0,0,Yes,Private,Rural,85.23,25.4,Unknown,0 +15990,Male,65,1,0,Yes,Govt_job,Rural,189.88,34,never smoked,0 +45112,Male,40,0,0,No,Govt_job,Urban,197.11,23.9,never smoked,0 +28385,Female,44,0,0,Yes,Private,Rural,100.08,20.9,smokes,0 +63423,Male,11,0,0,No,children,Rural,68.62,18.2,Unknown,0 +187,Female,20,0,0,No,Private,Rural,84.07,27.6,smokes,0 +18891,Male,24,0,0,No,Govt_job,Rural,99.65,50.3,never smoked,0 +34657,Female,44,0,0,Yes,Self-employed,Urban,82.33,24.5,never smoked,0 +40546,Male,5,0,0,No,children,Urban,94.49,16.6,Unknown,0 +56755,Male,41,0,0,Yes,Private,Rural,108.71,24,never smoked,0 +71097,Female,23,0,0,No,Private,Urban,64.94,18.8,never smoked,0 +21025,Female,7,0,0,No,children,Urban,98.22,34,Unknown,0 +69020,Female,74,0,0,Yes,Private,Urban,83.5,25.8,never smoked,0 +48883,Male,61,0,0,Yes,Govt_job,Rural,192.47,30.3,never smoked,0 +71297,Female,80,1,0,Yes,Private,Urban,125.89,28.9,smokes,0 +52216,Female,35,0,0,Yes,Private,Urban,87.72,21.3,never smoked,0 +20421,Female,43,0,0,Yes,Private,Rural,68.94,26.8,never smoked,0 +36896,Male,25,0,0,Yes,Private,Rural,66.51,29.2,Unknown,0 +23535,Male,72,0,1,Yes,Self-employed,Urban,85.82,25,formerly smoked,0 +1323,Female,45,0,0,Yes,Private,Rural,87.47,21.5,never smoked,0 +47309,Male,9,0,0,No,children,Urban,87.74,17.1,Unknown,0 +34161,Male,33,1,0,Yes,Private,Rural,85.12,32.5,never smoked,0 +57405,Male,53,0,0,Yes,Self-employed,Urban,103.37,26.9,formerly smoked,0 +15824,Female,67,0,0,Yes,Private,Rural,81.68,30.4,never smoked,0 +32103,Male,59,0,0,Yes,Self-employed,Urban,76.51,29.8,never smoked,0 +18205,Female,1.32,0,0,No,children,Rural,110.17,20.3,Unknown,0 +71420,Male,27,0,0,No,Govt_job,Rural,65.12,41.1,smokes,0 +298,Female,41,0,0,Yes,Self-employed,Rural,76.66,N/A,Unknown,0 +15136,Male,64,0,1,Yes,Private,Rural,109.88,33.9,Unknown,0 +9879,Female,55,0,1,Yes,Private,Urban,199.38,39,Unknown,0 +68302,Female,40,0,0,Yes,Private,Urban,65.77,31.2,never smoked,0 +65507,Male,33,0,0,Yes,Private,Rural,55.72,38.2,never smoked,0 +63949,Female,33,0,0,Yes,Govt_job,Urban,75.67,44.7,never smoked,0 +62475,Male,39,1,0,Yes,Private,Rural,88.18,33.5,smokes,0 +35648,Female,74,0,0,Yes,Self-employed,Rural,95.94,27,never smoked,0 +72276,Male,38,0,0,Yes,Private,Urban,86.93,31.1,never smoked,0 +49661,Male,53,0,0,Yes,Govt_job,Urban,85.17,29.2,never smoked,0 +31590,Male,22,0,0,No,Private,Urban,111.1,26.6,never smoked,0 +8584,Female,5,0,0,No,children,Rural,92,17.9,Unknown,0 +7964,Male,24,0,0,No,Private,Urban,97.47,24.2,formerly smoked,0 +25130,Female,27,0,0,Yes,Private,Urban,79.21,19.5,Unknown,0 +3531,Male,41,0,0,Yes,Private,Rural,83.97,28.5,formerly smoked,0 +6529,Female,20,0,0,No,Private,Urban,98.55,21.3,never smoked,0 +22272,Female,71,1,0,Yes,Private,Rural,202.98,41.3,never smoked,0 +40702,Female,65,0,0,No,Govt_job,Urban,60.7,31.3,never smoked,0 +1656,Male,38,0,0,Yes,Private,Urban,92.22,40.8,never smoked,0 +51988,Female,25,0,0,Yes,Private,Rural,79.94,36.6,Unknown,0 +48323,Male,53,0,0,Yes,Govt_job,Rural,83.68,26.7,Unknown,0 +35155,Female,50,0,0,Yes,Self-employed,Urban,69.92,18.7,formerly smoked,0 +46314,Female,1.24,0,0,No,children,Rural,136.96,15.2,Unknown,0 +12906,Female,55,0,0,Yes,Self-employed,Rural,95.32,26.8,never smoked,0 +24961,Female,38,0,0,Yes,Private,Rural,107.78,25.1,never smoked,0 +14000,Female,72,1,1,Yes,Private,Urban,198.32,31.3,formerly smoked,0 +23047,Male,43,0,0,Yes,Private,Urban,100.16,59.7,never smoked,0 +6827,Male,30,0,0,Yes,Private,Urban,96.02,29.8,never smoked,0 +44656,Female,69,1,0,Yes,Private,Rural,112.69,33.5,formerly smoked,0 +59801,Female,61,0,0,Yes,Private,Urban,60.61,24.5,never smoked,0 +51073,Female,34,0,0,Yes,Self-employed,Urban,79.77,33.6,never smoked,0 +34966,Female,43,0,0,Yes,Self-employed,Urban,87.41,39.7,formerly smoked,0 +41122,Female,62,0,0,Yes,Private,Rural,226.38,47.4,never smoked,0 +4449,Male,48,0,0,Yes,Govt_job,Rural,124.64,26.4,smokes,0 +54726,Female,37,0,0,Yes,Private,Urban,69.42,33,never smoked,0 +1772,Female,64,0,0,Yes,Govt_job,Urban,77.68,31.4,never smoked,0 +4850,Male,51,0,0,Yes,Private,Rural,112.79,27.2,never smoked,0 +44886,Male,69,1,0,Yes,Self-employed,Rural,236.79,35.7,formerly smoked,0 +26076,Female,75,1,0,Yes,Self-employed,Rural,219.82,29.5,formerly smoked,0 +54962,Female,27,0,0,No,Private,Urban,82.05,21,Unknown,0 +1116,Female,49,0,0,No,Govt_job,Rural,104.08,26.6,never smoked,0 +28247,Male,82,0,0,No,Self-employed,Urban,101.57,24.3,smokes,0 +39563,Female,36,0,0,Yes,Private,Rural,71.32,43.9,smokes,0 +49553,Male,1.88,0,0,No,children,Rural,143.97,N/A,Unknown,0 +14872,Male,45,1,0,Yes,Self-employed,Rural,239.19,52.5,Unknown,0 +57598,Female,64,0,0,Yes,Private,Rural,78.45,27,formerly smoked,0 +70022,Male,32,0,0,No,Private,Rural,61.11,32.7,never smoked,0 +70365,Female,15,0,0,No,Private,Urban,87.29,29.4,Unknown,0 +57219,Female,1.64,0,0,No,children,Rural,82.49,15.1,Unknown,0 +28344,Male,34,0,0,Yes,Private,Urban,83.15,32.1,Unknown,0 +50785,Male,17,0,0,No,Private,Rural,83.26,32.9,never smoked,0 +17251,Female,76,1,0,Yes,Self-employed,Urban,78.7,27.6,formerly smoked,0 +48459,Male,61,0,0,Yes,Self-employed,Urban,111.94,26.5,smokes,0 +68843,Male,30,0,0,Yes,Private,Rural,104.77,19.2,smokes,0 +27523,Female,18,0,0,No,Private,Urban,104.26,25.9,Unknown,0 +61651,Male,48,0,0,Yes,Private,Rural,113.84,21.9,never smoked,0 +22877,Male,0.16,0,0,No,children,Urban,114.71,17.4,Unknown,0 +52859,Female,4,0,0,No,children,Urban,61.54,13.2,Unknown,0 +55631,Male,38,0,0,Yes,Private,Rural,133.62,25.2,never smoked,0 +7003,Female,27,0,0,Yes,Private,Rural,111.96,28.2,never smoked,0 +68447,Female,50,0,0,No,Private,Urban,112.44,31.5,Unknown,0 +13817,Male,19,0,0,No,Private,Urban,123.61,25.2,Unknown,0 +12117,Male,8,0,0,No,children,Urban,84.68,14.5,Unknown,0 +40210,Male,78,0,1,Yes,Self-employed,Rural,206.62,28,formerly smoked,0 +23360,Male,0.8,0,0,No,children,Rural,114.54,15.1,Unknown,0 +28447,Female,53,1,0,Yes,Private,Rural,216.88,31.4,smokes,0 +72398,Female,73,1,0,Yes,Private,Urban,110.38,26.3,never smoked,0 +7859,Male,34,0,0,Yes,Private,Urban,99.23,N/A,smokes,0 +20140,Male,58,0,0,Yes,Govt_job,Rural,204.92,39.6,never smoked,0 +46903,Female,62,0,0,Yes,Private,Urban,56.74,28.9,never smoked,0 +61333,Female,78,0,0,No,Self-employed,Rural,68.35,31.4,Unknown,0 +7403,Female,51,0,0,Yes,Private,Urban,83.52,34.3,Unknown,0 +69370,Male,78,0,0,Yes,Govt_job,Urban,59.74,27,formerly smoked,0 +43549,Female,40,1,0,Yes,Private,Rural,81.59,27.2,never smoked,0 +2903,Female,35,0,0,No,Private,Rural,123.83,23.8,never smoked,0 +70268,Male,82,0,0,Yes,Private,Urban,226.84,25.3,formerly smoked,0 +11003,Female,46,0,0,Yes,Self-employed,Rural,93.2,32.6,Unknown,0 +61475,Female,51,1,0,Yes,Private,Rural,85.84,31.8,never smoked,0 +27608,Female,53,0,0,Yes,Govt_job,Urban,74.64,22.4,Unknown,0 +9923,Male,55,0,1,Yes,Private,Urban,80.17,28,never smoked,0 +28091,Female,43,0,0,Yes,Govt_job,Urban,85.03,23.9,formerly smoked,0 +59749,Male,81,0,0,Yes,Private,Urban,234.35,25.3,formerly smoked,0 +8719,Male,12,0,0,No,children,Urban,116.25,16.4,formerly smoked,0 +58154,Female,20,0,0,No,Private,Urban,66.55,26.9,smokes,0 +31712,Female,53,0,0,Yes,Private,Urban,88.38,25.4,never smoked,0 +14249,Female,1.32,0,0,No,children,Urban,81.05,18.7,Unknown,0 +30693,Female,22,0,0,No,Private,Urban,68.4,37.5,never smoked,0 +18866,Female,75,0,0,Yes,Self-employed,Urban,96.95,41.4,never smoked,0 +36909,Female,66,0,0,Yes,Self-employed,Rural,66.24,37.5,never smoked,0 +63562,Male,7,0,0,No,children,Rural,91.81,15.8,Unknown,0 +29352,Female,26,0,0,No,Private,Urban,84.86,37.6,never smoked,0 +44024,Female,14,0,0,No,Private,Rural,118.88,30.5,never smoked,0 +24068,Female,32,0,0,Yes,Private,Urban,85.91,22.1,Unknown,0 +57602,Male,6,0,0,No,children,Rural,115.4,19.2,Unknown,0 +16536,Female,42,0,0,Yes,Self-employed,Rural,75.34,38,never smoked,0 +6639,Male,4,0,0,No,children,Rural,100.19,18.7,Unknown,0 +6528,Male,75,0,0,Yes,Govt_job,Urban,200.73,25.7,formerly smoked,0 +42594,Male,80,1,0,Yes,Govt_job,Urban,114.09,30.1,never smoked,0 +59045,Female,52,0,0,Yes,Private,Urban,67.3,36.3,never smoked,0 +31608,Male,11,0,0,No,children,Rural,96.91,20.4,Unknown,0 +47949,Male,14,0,0,No,children,Rural,116.2,20.9,Unknown,0 +41362,Female,74,0,0,Yes,Self-employed,Rural,72.54,28.4,never smoked,0 +18187,Male,58,0,0,Yes,Private,Rural,96.01,33.8,Unknown,0 +8983,Female,80,1,0,Yes,Private,Urban,89.16,24,never smoked,0 +20098,Female,31,0,0,Yes,Self-employed,Rural,108.64,43.3,never smoked,0 +3777,Female,28,1,0,Yes,Govt_job,Rural,83.66,36.4,never smoked,0 +11651,Female,25,0,0,Yes,Private,Rural,81.21,37.9,never smoked,0 +28527,Male,71,0,0,No,Private,Urban,86.96,32.6,never smoked,0 +63282,Female,51,0,0,Yes,Govt_job,Rural,92.95,23.9,never smoked,0 +37038,Male,15,0,0,No,children,Urban,95.86,18.1,Unknown,0 +4528,Male,45,1,0,No,Private,Rural,85.52,36.4,never smoked,0 +41665,Male,53,0,0,Yes,Govt_job,Rural,159.39,29.2,never smoked,0 +26539,Male,69,0,0,Yes,Self-employed,Urban,202.51,30.8,formerly smoked,0 +25325,Female,42,0,0,Yes,Private,Rural,82.24,23.8,formerly smoked,0 +69462,Female,4,0,0,No,children,Rural,109.81,17.9,Unknown,0 +29816,Male,64,1,0,Yes,Private,Rural,91.85,31.8,formerly smoked,0 +47784,Female,5,0,0,No,children,Rural,123.49,19.5,Unknown,0 +18181,Male,44,0,0,Yes,Private,Rural,105.49,31.5,smokes,0 +8614,Male,78,0,1,Yes,Self-employed,Urban,101.53,24.1,formerly smoked,0 +347,Female,16,0,0,No,Private,Urban,89.45,N/A,Unknown,0 +61336,Female,69,0,0,Yes,Self-employed,Urban,126.04,35.9,never smoked,0 +27647,Male,80,0,1,Yes,Self-employed,Rural,95.49,31.6,Unknown,0 +25676,Female,7,0,0,No,children,Rural,89.38,19,Unknown,0 +65894,Female,2,0,0,No,children,Urban,82.3,18.8,Unknown,0 +2291,Female,80,1,0,Yes,Self-employed,Urban,218,33.5,Unknown,0 +25630,Female,69,0,0,Yes,Self-employed,Urban,79.7,25,never smoked,0 +38575,Male,58,1,0,Yes,Self-employed,Rural,209.15,52.9,formerly smoked,0 +29326,Female,75,0,0,Yes,Self-employed,Rural,70.22,24.8,formerly smoked,0 +59292,Female,60,0,0,Yes,Self-employed,Rural,83.57,24.5,never smoked,0 +52051,Female,75,0,0,Yes,Self-employed,Urban,60.6,40.4,smokes,0 +64508,Female,10,0,0,No,children,Urban,97.24,20.2,Unknown,0 +36593,Male,38,0,0,No,Private,Rural,162.72,31.9,smokes,0 +39834,Male,28,0,0,No,Private,Urban,73.27,25.4,smokes,0 +54111,Female,3,0,0,No,children,Urban,92.62,15.4,Unknown,0 +53476,Female,31,0,0,Yes,Private,Urban,90,38.6,never smoked,0 +479,Female,59,1,0,Yes,Private,Rural,78.28,31,formerly smoked,0 +37237,Female,31,0,0,No,Private,Rural,87.81,26.4,smokes,0 +5496,Female,45,0,0,Yes,Private,Urban,202.66,N/A,never smoked,0 +56075,Female,58,0,0,Yes,Private,Rural,196.5,37.7,never smoked,0 +46130,Female,57,0,0,Yes,Self-employed,Urban,142.31,35.2,smokes,0 +7730,Male,31,0,0,No,Private,Rural,94.96,54.7,smokes,0 +12380,Male,43,0,0,Yes,Govt_job,Rural,83.78,21.6,never smoked,0 +15324,Female,40,0,0,No,Private,Urban,86.1,23.9,Unknown,0 +11658,Male,1.08,0,0,No,children,Rural,74.5,N/A,Unknown,0 +22778,Male,34,0,0,Yes,Private,Urban,66.96,26.1,never smoked,0 +4128,Female,55,0,0,Yes,Private,Rural,76.7,39.7,formerly smoked,0 +36825,Female,39,0,0,Yes,Private,Rural,103.12,29.9,formerly smoked,0 +1454,Female,42,0,0,No,Private,Urban,84.03,31.4,never smoked,0 +12674,Male,44,0,0,Yes,Private,Rural,74.15,34.5,formerly smoked,0 +55375,Male,69,1,0,Yes,Private,Rural,73.29,29.4,never smoked,0 +3726,Male,16,0,0,No,Private,Urban,115.16,26.9,Unknown,0 +48652,Female,8,0,0,No,children,Urban,83.55,22.4,Unknown,0 +68657,Female,1.48,0,0,No,children,Urban,61.53,20.5,Unknown,0 +17337,Female,1.88,0,0,No,children,Rural,100.74,18.6,Unknown,0 +44831,Female,69,0,0,No,Private,Urban,59.31,31.4,smokes,0 +68420,Female,13,0,0,No,children,Urban,63.22,18.5,formerly smoked,0 +39632,Female,53,0,0,Yes,Private,Urban,209.5,41.8,never smoked,0 +49095,Female,16,0,0,No,children,Urban,64.51,21.2,Unknown,0 +46292,Male,64,0,0,Yes,Private,Rural,90.07,28.6,never smoked,0 +43492,Female,7,0,0,No,children,Urban,113.95,16,Unknown,0 +55766,Male,41,0,0,Yes,Private,Rural,119.32,30.6,Unknown,0 +17740,Male,65,0,0,Yes,Private,Rural,99.12,29,formerly smoked,0 +64189,Male,61,0,0,Yes,Self-employed,Rural,152.84,28.6,Unknown,0 +24202,Male,63,0,0,Yes,Private,Rural,78.23,34.8,never smoked,0 +32514,Male,1.8,0,0,No,children,Urban,68.8,N/A,Unknown,0 +9866,Female,54,0,0,Yes,Private,Urban,76.05,42,Unknown,0 +54816,Female,14,0,0,No,children,Rural,116.49,30.3,never smoked,0 +59880,Male,45,0,0,Yes,Private,Rural,99.91,30.9,Unknown,0 +20625,Male,51,1,0,Yes,Private,Urban,76.1,32.1,smokes,0 +65969,Male,8,0,0,No,children,Rural,121.99,19.6,Unknown,0 +56923,Male,52,1,0,Yes,Private,Rural,116.21,32.8,smokes,0 +44001,Female,39,0,0,Yes,Private,Urban,55.28,31.5,Unknown,0 +51852,Female,13,0,0,No,children,Rural,219.81,N/A,Unknown,0 +27176,Female,69,0,0,Yes,Private,Rural,103.73,34.7,never smoked,0 +70874,Male,71,1,0,Yes,Govt_job,Urban,153.08,21.5,Unknown,0 +34287,Female,73,0,0,Yes,Self-employed,Rural,98.69,27.6,Unknown,0 +23052,Female,54,0,0,Yes,Private,Rural,94.11,28.6,formerly smoked,0 +67499,Male,10,0,0,No,children,Rural,117.03,21.1,never smoked,0 +5380,Female,26,0,0,Yes,Private,Urban,91.35,23.8,never smoked,0 +20154,Female,41,0,0,Yes,Private,Rural,82.48,33.5,Unknown,0 +29546,Male,71,0,0,Yes,Govt_job,Rural,99.76,33.4,formerly smoked,0 +3718,Female,46,0,0,Yes,Govt_job,Urban,111.1,23.3,smokes,0 +43734,Male,15,0,0,No,Private,Rural,122.25,21,never smoked,0 +41917,Female,29,0,0,No,Private,Urban,84.19,21.2,never smoked,0 +8050,Male,8,0,0,No,children,Urban,84.6,18.4,Unknown,0 +44426,Female,21,0,0,Yes,Private,Urban,126.35,26.9,never smoked,0 +34700,Female,56,1,0,No,Self-employed,Urban,87.5,20.2,formerly smoked,0 +70230,Female,14,0,0,No,Self-employed,Rural,77.52,21.9,never smoked,0 +68721,Female,78,0,0,Yes,Private,Rural,133.13,24.2,Unknown,0 +23170,Female,36,0,0,No,Private,Urban,96.1,29.6,never smoked,0 +5731,Female,57,1,0,Yes,Private,Urban,108.61,38.1,smokes,0 +62791,Male,79,1,1,Yes,Self-employed,Rural,205.23,22,never smoked,0 +18943,Male,26,0,0,No,Govt_job,Rural,76.74,29.8,Unknown,0 +45472,Male,22,0,0,Yes,Private,Urban,138.55,24,never smoked,0 +3942,Male,72,0,1,Yes,Private,Urban,234.27,26.9,never smoked,0 +30201,Female,54,0,0,Yes,Private,Urban,75.16,38,never smoked,0 +38284,Male,8,0,0,No,children,Rural,77.08,16.9,Unknown,0 +53552,Female,62,0,0,Yes,Private,Urban,101.19,23.4,never smoked,0 +59663,Female,28,0,0,No,Private,Urban,107.74,38.5,never smoked,0 +68631,Female,50,0,0,Yes,Private,Rural,62.32,21.6,Unknown,0 +49900,Male,7,0,0,No,children,Urban,56.32,15.9,Unknown,0 +18140,Female,33,0,0,Yes,Private,Rural,131.28,25.1,never smoked,0 +52340,Male,55,0,0,Yes,Private,Urban,67.02,41.1,smokes,0 +2327,Female,25,0,0,No,Private,Rural,76.72,21.5,Unknown,0 +55137,Female,25,0,0,No,Private,Urban,125.98,21,smokes,0 +458,Female,37,0,0,Yes,Govt_job,Urban,72.09,24.1,smokes,0 +57044,Male,58,0,0,Yes,Private,Urban,88.05,30.6,Unknown,0 +71548,Male,45,0,0,Yes,Govt_job,Urban,55.47,19.8,smokes,0 +67438,Female,60,0,0,Yes,Govt_job,Rural,145.94,29.2,Unknown,0 +36524,Male,66,0,1,Yes,Private,Rural,239.21,33.7,formerly smoked,0 +61827,Male,80,0,0,Yes,Self-employed,Rural,196.08,31,formerly smoked,0 +31454,Female,38,0,0,Yes,Govt_job,Rural,93.93,21.5,never smoked,0 +15663,Female,11,0,0,No,children,Urban,76.74,19.1,Unknown,0 +4707,Female,63,0,0,Yes,Private,Urban,83.74,21.4,Unknown,0 +55885,Male,19,0,0,No,Private,Urban,119.58,24.8,Unknown,0 +47563,Female,17,0,0,No,Private,Rural,68.66,35.1,never smoked,0 +63729,Female,19,0,0,No,Private,Urban,65.79,28.6,smokes,0 +5286,Female,40,0,0,Yes,Govt_job,Urban,176.38,35.7,never smoked,0 +29878,Male,49,0,0,Yes,Private,Urban,175.74,45.4,Unknown,0 +42628,Female,69,0,1,No,Private,Urban,193.45,34.5,never smoked,0 +5006,Female,46,0,0,Yes,Self-employed,Rural,85.84,21.2,never smoked,0 +11250,Male,78,0,0,Yes,Self-employed,Rural,93.85,22.7,formerly smoked,0 +41858,Female,63,0,1,Yes,Private,Rural,86.21,39.1,never smoked,0 +15742,Female,3,0,0,No,children,Rural,75.41,21.9,Unknown,0 +27300,Female,1.8,0,0,No,children,Rural,95.28,16.5,Unknown,0 +34965,Female,18,0,0,No,Private,Urban,95.87,23,never smoked,0 +65748,Female,46,0,0,Yes,Private,Urban,180.45,22.5,never smoked,0 +44635,Female,8,0,0,No,children,Urban,95.39,20.4,Unknown,0 +72284,Female,53,0,0,Yes,Private,Rural,60.77,28.7,smokes,0 +20217,Female,38,0,0,Yes,Govt_job,Urban,102.84,22.4,never smoked,0 +44259,Female,74,0,0,Yes,Private,Urban,130.37,26.3,Unknown,0 +52668,Female,24,0,0,No,Private,Urban,65.44,23.6,never smoked,0 +37446,Male,78,0,0,Yes,Private,Rural,79.84,25.9,never smoked,0 +46895,Male,60,0,0,Yes,Private,Rural,62.61,30.7,never smoked,0 +57667,Male,12,0,0,No,children,Urban,70.07,24.5,formerly smoked,0 +41962,Female,32,0,0,Yes,Private,Rural,108.8,24,Unknown,0 +25495,Male,5,0,0,No,children,Urban,112.11,20.1,Unknown,0 +2029,Female,40,0,0,Yes,Private,Rural,92.35,38,never smoked,0 +13993,Female,19,0,0,No,Private,Urban,76.57,26.6,Unknown,0 +18876,Female,28,0,0,Yes,Private,Urban,69.5,24.5,never smoked,0 +22865,Female,61,0,0,Yes,Private,Rural,219.38,N/A,never smoked,0 +365,Female,44,1,0,Yes,Private,Rural,69.48,41.3,never smoked,0 +37631,Male,50,0,0,Yes,Govt_job,Urban,89.18,34.8,smokes,0 +5500,Female,50,0,1,Yes,Govt_job,Urban,68.09,35.5,smokes,0 +53217,Female,18,0,0,No,Private,Rural,92.71,24.1,Unknown,0 +56712,Male,1.64,0,0,No,children,Rural,56.21,19,Unknown,0 +10055,Female,37,0,0,No,Govt_job,Rural,72.08,N/A,formerly smoked,0 +4959,Female,5,0,0,No,children,Urban,82.56,16.6,Unknown,0 +22155,Female,39,0,0,Yes,Private,Urban,78.24,28.6,Unknown,0 +22860,Female,65,0,0,Yes,Govt_job,Rural,84.66,22.4,never smoked,0 +6960,Female,26,0,0,No,Govt_job,Urban,90.35,38.6,Unknown,0 +57209,Male,42,0,0,Yes,Govt_job,Rural,68.12,32,Unknown,0 +66581,Female,34,0,0,Yes,Private,Rural,59.14,40.1,never smoked,0 +17347,Female,45,0,0,Yes,Govt_job,Urban,85.64,32,formerly smoked,0 +58422,Male,43,0,0,Yes,Govt_job,Rural,56.08,23.9,Unknown,0 +19043,Female,40,0,0,No,Private,Rural,99,25,never smoked,0 +52897,Male,35,0,0,No,Private,Urban,93.6,28.5,smokes,0 +16329,Female,2,0,0,No,children,Urban,105.75,19.8,Unknown,0 +40353,Female,61,0,0,Yes,Private,Urban,114.09,25.7,never smoked,0 +56778,Male,64,1,0,Yes,Private,Urban,57.42,28,smokes,0 +41153,Female,32,0,0,Yes,Private,Urban,100.01,37.2,never smoked,0 +63725,Male,23,0,0,No,Private,Urban,62,24.8,formerly smoked,0 +19675,Female,51,0,0,Yes,Self-employed,Rural,103.61,39.2,never smoked,0 +72784,Female,52,0,0,Yes,Private,Rural,118.46,61.6,smokes,0 +8541,Female,75,0,0,Yes,Govt_job,Rural,94.77,27.2,never smoked,0 +45565,Female,40,0,0,Yes,Private,Urban,72.12,38,never smoked,0 +36431,Male,39,0,0,Yes,Govt_job,Rural,155.23,36.2,never smoked,0 +6171,Male,6,0,0,No,children,Urban,90.6,16.6,Unknown,0 +29419,Female,32,0,0,Yes,Private,Urban,81.92,38,never smoked,0 +65673,Female,55,0,0,No,Self-employed,Rural,67.1,31.4,never smoked,0 +64662,Female,23,0,0,No,Private,Rural,58.01,35.3,never smoked,0 +51693,Female,52,0,0,Yes,Private,Rural,173.9,35.8,never smoked,0 +50495,Male,58,1,0,Yes,Private,Rural,106.27,28.6,never smoked,0 +37086,Male,17,0,0,No,Private,Rural,60.57,34,Unknown,0 +71396,Male,3,0,0,No,children,Urban,105.34,15.5,Unknown,0 +27854,Female,23,0,0,No,Private,Rural,96.28,31.1,never smoked,0 +53759,Male,56,0,0,Yes,Self-employed,Urban,122.73,37.5,formerly smoked,0 +14407,Male,45,0,0,No,Self-employed,Urban,104.12,37.7,Unknown,0 +887,Female,14,0,0,No,Private,Urban,69.74,24.2,formerly smoked,0 +13328,Female,45,0,0,Yes,Private,Rural,106.95,33.4,Unknown,0 +62507,Female,57,0,0,Yes,Private,Urban,94.63,33,never smoked,0 +51797,Female,35,0,0,Yes,Private,Urban,86.97,25.7,Unknown,0 +61536,Female,8,0,0,No,children,Rural,76.12,19.4,Unknown,0 +71221,Female,42,0,0,Yes,Govt_job,Urban,99.94,33.4,never smoked,0 +6948,Male,8,0,0,No,children,Urban,91.53,18,Unknown,0 +66083,Male,62,0,0,Yes,Private,Rural,145.46,40.1,never smoked,0 +21238,Female,43,0,0,Yes,Private,Urban,74.86,26.9,never smoked,0 +70992,Female,8,0,0,No,children,Urban,74.42,22.5,Unknown,0 +20376,Male,40,0,0,Yes,Self-employed,Urban,70.07,27.6,smokes,0 +6613,Male,2,0,0,No,children,Urban,89.85,23.3,Unknown,0 +27818,Female,27,0,0,No,Private,Rural,104.21,35.7,never smoked,0 +3062,Female,47,0,0,Yes,Self-employed,Rural,157.77,28.4,never smoked,0 +11692,Female,53,0,0,No,Govt_job,Urban,101.81,29.4,smokes,0 +25070,Male,62,0,0,Yes,Govt_job,Rural,103,31.9,Unknown,0 +39556,Male,50,0,0,Yes,Self-employed,Urban,101.85,25.1,smokes,0 +18437,Male,26,0,0,No,Private,Urban,85.92,35.6,smokes,0 +59540,Female,19,0,0,No,Private,Rural,56.85,21.1,never smoked,0 +13857,Male,0.32,0,0,No,children,Urban,89.04,17.8,Unknown,0 +57924,Female,45,0,0,Yes,Govt_job,Rural,63.01,31.5,never smoked,0 +38069,Male,45,0,0,Yes,Private,Rural,65.48,26.6,Unknown,0 +48871,Female,54,0,0,Yes,Private,Rural,68.6,44.8,smokes,0 +63420,Male,64,1,0,Yes,Private,Urban,81.68,31.3,formerly smoked,0 +67665,Male,2,0,0,No,children,Urban,65.21,17.2,Unknown,0 +50638,Female,66,0,0,Yes,Govt_job,Urban,72.53,25.3,smokes,0 +43892,Female,73,0,0,Yes,Private,Rural,81.78,28.8,never smoked,0 +9335,Female,31,0,0,No,Private,Rural,116.85,49.9,smokes,0 +38830,Female,1.88,0,0,No,children,Rural,80.83,18,Unknown,0 +14019,Female,58,0,0,Yes,Private,Urban,96.21,23.5,never smoked,0 +65888,Male,12,0,0,No,children,Rural,117.04,18.1,Unknown,0 +62986,Female,60,1,0,Yes,Private,Rural,78.26,41.7,formerly smoked,0 +61409,Male,32,1,0,No,Govt_job,Urban,58.24,N/A,formerly smoked,0 +72041,Male,23,0,0,No,Private,Urban,82.53,20.7,smokes,0 +51584,Male,26,0,0,No,Private,Urban,71.25,30.3,smokes,0 +56476,Male,36,0,0,Yes,Private,Rural,129.73,27.8,never smoked,0 +51740,Female,3,0,0,No,children,Urban,115.47,18.9,Unknown,0 +45983,Male,21,0,0,No,Private,Urban,56.79,20.4,Unknown,0 +16079,Female,67,0,0,Yes,Private,Urban,100.16,31.8,Unknown,0 +24920,Female,35,0,0,Yes,Govt_job,Rural,97.6,44.8,smokes,0 +72818,Female,26,0,0,No,Private,Rural,90.54,37.1,Unknown,0 +65944,Female,47,0,0,Yes,Self-employed,Urban,105.88,39.9,smokes,0 +63836,Male,81,1,1,Yes,Govt_job,Rural,217.94,24.1,formerly smoked,0 +46729,Female,1.64,0,0,No,children,Urban,69.89,18.1,Unknown,0 +44642,Male,52,0,0,Yes,Govt_job,Urban,93.28,36.3,never smoked,0 +70693,Female,28,0,1,Yes,Private,Rural,111.27,19.1,smokes,0 +54065,Female,45,0,0,Yes,Private,Urban,91.04,21.1,never smoked,0 +9926,Male,20,0,0,No,Private,Urban,87.2,28.9,smokes,0 +29201,Male,1.56,0,0,No,children,Rural,109.12,18.9,Unknown,0 +33308,Female,65,0,0,No,Private,Urban,216.64,43.3,formerly smoked,0 +15937,Male,45,1,0,Yes,Self-employed,Rural,74.28,37.2,formerly smoked,0 +53748,Male,77,0,0,Yes,Self-employed,Urban,57.6,32.2,Unknown,0 +47803,Male,37,0,0,Yes,Govt_job,Urban,173.97,26.3,Unknown,0 +41554,Female,50,0,0,Yes,Private,Rural,65.25,25.4,smokes,0 +69435,Female,0.56,0,0,No,children,Urban,80.92,18.3,Unknown,0 +41049,Female,30,0,0,Yes,Private,Rural,124.37,21.4,never smoked,0 +13859,Female,31,0,0,No,Private,Urban,102.39,22.9,smokes,0 +24257,Male,4,0,0,No,children,Rural,90.42,16.2,Unknown,0 +14417,Male,65,1,0,Yes,Private,Rural,79.17,29.6,Unknown,0 +45260,Female,68,0,0,Yes,Self-employed,Urban,71.08,21.5,never smoked,0 +12807,Female,63,1,0,Yes,Private,Urban,81.54,24.2,never smoked,0 +71417,Male,46,0,0,No,Private,Urban,159.67,37.3,never smoked,0 +37479,Female,54,0,0,Yes,Private,Urban,93.96,33.3,smokes,0 +23850,Male,66,0,0,Yes,Private,Urban,103.01,33.1,never smoked,0 +17791,Female,29,0,0,Yes,Govt_job,Rural,92.49,22.2,never smoked,0 +2544,Male,78,0,0,Yes,Private,Urban,208.85,24.4,formerly smoked,0 +4961,Male,56,0,0,Yes,Govt_job,Urban,122.39,30.3,Unknown,0 +2702,Female,57,0,0,Yes,Private,Rural,65.91,28.2,Unknown,0 +11208,Female,2,0,0,No,children,Rural,70.25,17,Unknown,0 +4077,Male,49,0,0,Yes,Private,Urban,219.7,53.8,Unknown,0 +36548,Male,31,0,0,Yes,Govt_job,Urban,65.7,30.4,formerly smoked,0 +71596,Female,47,0,0,Yes,Private,Urban,67.08,22.3,Unknown,0 +61050,Male,37,0,0,Yes,Govt_job,Rural,107.58,25.3,never smoked,0 +6172,Female,79,0,0,Yes,Private,Rural,208.05,N/A,smokes,0 +15098,Female,65,0,0,Yes,Private,Rural,95.87,29.8,never smoked,0 +34895,Male,61,0,0,Yes,Private,Urban,68.17,43.8,formerly smoked,0 +6443,Female,66,0,0,Yes,Private,Urban,95.37,34.5,smokes,0 +67635,Male,24,0,0,No,Private,Urban,90,25.5,never smoked,0 +19931,Male,66,0,0,Yes,Self-employed,Rural,106.1,31.5,smokes,0 +57302,Female,64,1,0,Yes,Private,Rural,56.13,39.2,Unknown,0 +26197,Female,38,0,0,Yes,Private,Rural,104.03,47.3,smokes,0 +54982,Female,7,0,0,No,children,Rural,157.01,17,Unknown,0 +13398,Female,63,0,0,Yes,Private,Urban,84.35,38.2,never smoked,0 +21101,Male,71,0,0,Yes,Private,Rural,67.99,31.1,never smoked,0 +39958,Male,18,0,0,No,Private,Rural,118.93,22.4,never smoked,0 +51894,Female,65,0,0,Yes,Private,Rural,185.28,32,smokes,0 +56001,Male,57,0,0,Yes,Private,Rural,82.08,24.7,Unknown,0 +56137,Female,62,0,0,Yes,Private,Urban,88.32,36.3,Unknown,0 +25900,Male,1.8,0,0,No,children,Rural,85.16,20.2,Unknown,0 +69213,Male,35,0,0,No,Private,Rural,69.54,27.4,never smoked,0 +38613,Female,50,0,0,Yes,Govt_job,Rural,62.12,29.6,never smoked,0 +27660,Female,73,1,0,No,Self-employed,Rural,198.3,54.3,formerly smoked,0 +33790,Female,23,0,0,No,Private,Rural,100.06,28.6,never smoked,0 +50845,Female,32,0,0,Yes,Govt_job,Urban,101.13,43.9,formerly smoked,0 +44628,Female,38,0,0,Yes,Private,Rural,91.09,22.2,never smoked,0 +38951,Female,50,0,0,Yes,Self-employed,Rural,61.54,28.4,Unknown,0 +52792,Female,39,0,0,Yes,Private,Urban,62.02,23.7,smokes,0 +27675,Female,7,0,0,No,children,Urban,103.11,18.3,Unknown,0 +6903,Female,15,0,0,No,children,Rural,77.57,18.3,Unknown,0 +35463,Male,67,0,0,Yes,Private,Urban,97.34,28.9,never smoked,0 +172,Male,8,0,0,No,children,Urban,78.76,N/A,Unknown,0 +16876,Female,32,0,0,Yes,Private,Rural,67.1,27.1,Unknown,0 +60926,Male,5,0,0,No,children,Urban,79.89,13.8,Unknown,0 +21333,Male,56,1,0,Yes,Private,Rural,206.66,21.9,smokes,0 +69183,Male,49,0,0,No,Private,Urban,95.79,24,Unknown,0 +2313,Female,75,0,1,Yes,Self-employed,Urban,83.88,N/A,smokes,0 +8041,Female,11,0,0,No,children,Rural,93.51,20.8,Unknown,0 +68171,Male,61,0,0,Yes,Self-employed,Urban,116.78,39.8,formerly smoked,0 +27948,Male,76,0,0,Yes,Self-employed,Rural,117.63,26.2,never smoked,0 +45673,Female,34,0,0,Yes,Private,Rural,60.01,43.9,Unknown,0 +50810,Male,20,0,0,No,Private,Rural,64.6,27.3,Unknown,0 +2467,Female,79,1,0,Yes,Self-employed,Rural,92.43,N/A,never smoked,0 +64165,Female,24,0,0,No,Private,Urban,71.63,22,formerly smoked,0 +22352,Female,39,0,0,Yes,Self-employed,Urban,87.79,40,formerly smoked,0 +62990,Female,55,0,0,Yes,Govt_job,Rural,99.64,20.1,formerly smoked,0 +1737,Female,16,0,0,No,Private,Rural,86.53,42.2,never smoked,0 +26357,Male,36,0,0,No,Private,Urban,200.68,25.8,Unknown,0 +28013,Female,38,0,0,Yes,Self-employed,Urban,98.37,27.2,never smoked,0 +24727,Male,20,0,0,No,Private,Rural,117.98,30.9,smokes,0 +37608,Female,38,0,0,No,Private,Urban,218.6,47.9,formerly smoked,0 +13870,Female,52,0,0,Yes,Private,Urban,101.3,33.1,smokes,0 +4655,Male,49,0,0,Yes,Private,Urban,79.51,37.8,never smoked,0 +55356,Female,80,0,0,Yes,Self-employed,Urban,223.26,25.4,never smoked,0 +49400,Male,75,0,0,Yes,Private,Rural,97.22,28.4,never smoked,0 +38132,Female,13,0,0,No,Private,Rural,172.27,16.6,never smoked,0 +50136,Female,54,1,0,Yes,Private,Urban,221.83,35.1,smokes,0 +3094,Male,28,0,0,No,Private,Urban,74.61,32.7,Unknown,0 +42727,Female,61,0,0,Yes,Private,Rural,60.91,29.8,Unknown,0 +41500,Male,0.16,0,0,No,children,Rural,69.79,13,Unknown,0 +33185,Male,59,0,0,No,Govt_job,Urban,83.6,27.5,formerly smoked,0 +7057,Male,12,0,0,No,children,Urban,83.95,23.6,Unknown,0 +48244,Female,38,0,0,No,Private,Rural,77.5,36.9,smokes,0 +69559,Male,15,0,0,No,Never_worked,Urban,64.29,16.7,Unknown,0 +61757,Male,31,0,0,Yes,Self-employed,Rural,61.1,26.5,never smoked,0 +10541,Male,52,1,0,Yes,Private,Rural,100.71,37,never smoked,0 +48169,Female,61,0,0,Yes,Self-employed,Urban,65.21,27.7,Unknown,0 +64202,Male,50,0,0,Yes,Private,Rural,119.77,23.5,Unknown,0 +7069,Female,41,0,0,Yes,Private,Rural,102.39,40.4,formerly smoked,0 +52050,Male,20,0,0,No,Private,Urban,59.67,27.7,never smoked,0 +31692,Male,67,0,0,Yes,Private,Rural,83.16,28.3,never smoked,0 +11192,Female,45,0,0,Yes,Private,Rural,218.1,55,smokes,0 +69404,Male,73,0,0,Yes,Govt_job,Rural,76.45,28.7,Unknown,0 +42700,Female,52,0,0,Yes,Private,Rural,200.46,25,Unknown,0 +7638,Female,51,0,0,Yes,Private,Urban,95.7,24.8,formerly smoked,0 +7298,Female,56,0,0,Yes,Self-employed,Rural,70.23,35.5,never smoked,0 +43615,Female,49,0,0,Yes,Self-employed,Urban,75.15,25,Unknown,0 +18134,Male,10,0,0,No,children,Rural,95.8,17.3,Unknown,0 +19324,Female,51,0,0,Yes,Govt_job,Urban,90.67,37.8,Unknown,0 +18827,Male,57,0,0,Yes,Self-employed,Rural,84.79,32.8,formerly smoked,0 +68291,Male,76,0,0,Yes,Private,Urban,147.5,28.7,Unknown,0 +70661,Female,28,0,0,No,Private,Rural,134.12,28.8,formerly smoked,0 +6019,Female,57,0,0,Yes,Private,Urban,82.62,28.4,never smoked,0 +56616,Male,39,0,0,Yes,Private,Rural,125.11,24.9,formerly smoked,0 +14399,Female,41,0,0,Yes,Private,Urban,92.14,29.6,formerly smoked,0 +8009,Female,72,1,1,Yes,Private,Urban,217.79,26.1,formerly smoked,0 +30961,Male,45,0,0,Yes,Private,Rural,95.62,29.5,smokes,0 +24201,Male,33,0,0,Yes,Private,Rural,93.8,23.9,never smoked,0 +18032,Male,62,0,1,Yes,Private,Rural,90.61,25.8,smokes,0 +62396,Female,27,0,0,Yes,Private,Urban,139.2,36.2,never smoked,0 +67055,Female,31,0,0,Yes,Private,Rural,77.01,31.3,formerly smoked,0 +51024,Female,24,0,0,Yes,Private,Urban,105.26,26.1,never smoked,0 +60774,Male,1.88,0,0,No,children,Rural,68.35,19.1,Unknown,0 +35039,Female,28,0,0,No,Private,Rural,99.07,17.6,never smoked,0 +46141,Female,24,0,0,No,Private,Rural,147.74,21.4,Unknown,0 +54240,Female,30,0,0,Yes,Govt_job,Urban,61.29,24,Unknown,0 +15929,Male,38,0,0,Yes,Govt_job,Rural,98.92,25.5,never smoked,0 +19849,Female,1.64,0,0,No,children,Urban,90.74,19.9,Unknown,0 +43282,Male,0.72,0,0,No,children,Rural,159.79,19.9,Unknown,0 +50372,Male,57,0,0,Yes,Private,Rural,233.47,35.5,never smoked,0 +5834,Female,27,0,0,No,Govt_job,Urban,85.53,26.9,smokes,0 +69847,Female,30,0,0,Yes,Self-employed,Urban,76.7,24.2,never smoked,0 +67277,Male,42,0,0,Yes,Private,Rural,67.87,30,never smoked,0 +41181,Male,36,0,0,Yes,Private,Urban,77.26,30.9,never smoked,0 +36388,Male,44,1,0,Yes,Private,Rural,91.28,26.5,never smoked,0 +49272,Male,59,0,0,Yes,Govt_job,Urban,129.19,30.6,never smoked,0 +52024,Female,61,0,0,Yes,Govt_job,Urban,97.86,19.1,formerly smoked,0 +58508,Female,18,0,0,No,Govt_job,Rural,112.33,23.2,formerly smoked,0 +64159,Female,44,0,0,Yes,Private,Rural,110.41,30.5,smokes,0 +29453,Male,16,0,0,No,children,Rural,91.58,15.8,Unknown,0 +52838,Male,13,0,0,No,children,Urban,58.86,16.9,never smoked,0 +43024,Male,9,0,0,No,children,Rural,76.88,18,Unknown,0 +8247,Male,0.16,0,0,No,children,Urban,109.52,13.9,Unknown,0 +42159,Female,81,1,0,Yes,Self-employed,Urban,181.23,36.7,never smoked,0 +37761,Female,38,0,0,Yes,Private,Urban,103.58,30.8,formerly smoked,0 +27624,Female,58,0,0,Yes,Self-employed,Rural,81.96,34.6,never smoked,0 +40242,Male,5,0,0,No,children,Rural,104.55,16.3,Unknown,0 +4383,Female,64,0,0,Yes,Govt_job,Urban,76.12,38.2,formerly smoked,0 +58577,Female,38,0,0,Yes,Govt_job,Rural,64.27,27.3,never smoked,0 +59916,Female,56,0,0,Yes,Private,Rural,200.98,30.4,smokes,0 +44526,Male,58,0,0,Yes,Govt_job,Urban,101.96,34.5,never smoked,0 +12990,Male,9,0,0,No,children,Rural,84.17,17.4,Unknown,0 +14414,Female,34,0,0,Yes,Private,Rural,85.79,32,never smoked,0 +46343,Female,79,0,0,Yes,Private,Urban,71.46,33.4,Unknown,0 +29539,Male,62,1,0,Yes,Self-employed,Rural,95.49,40.2,smokes,0 +10924,Female,60,0,0,Yes,Private,Rural,87.62,30.1,smokes,0 +30248,Female,42,0,0,No,Private,Rural,118.55,46.2,smokes,0 +39769,Female,59,0,0,Yes,Self-employed,Urban,82.14,35.6,smokes,0 +28778,Female,54,0,0,Yes,Private,Urban,219.67,29.4,smokes,0 +65257,Male,59,0,0,Yes,Private,Urban,135.84,27.3,never smoked,0 +7233,Male,15,0,0,No,children,Rural,74.83,17.4,Unknown,0 +67773,Female,14,0,0,No,children,Urban,60.37,26.9,Unknown,0 +14993,Male,5,0,0,No,children,Rural,67.28,17.7,Unknown,0 +59054,Male,17,0,0,No,Private,Rural,77.79,23.6,Unknown,0 +22554,Female,13,0,0,No,children,Rural,88.51,27.7,Unknown,0 +72512,Female,48,0,0,Yes,Self-employed,Urban,90.38,38,smokes,0 +56195,Male,37,0,0,Yes,Govt_job,Urban,156.69,35.2,never smoked,0 +7524,Female,69,0,1,Yes,Private,Urban,207.6,N/A,never smoked,0 +45795,Female,74,0,0,Yes,Private,Urban,158.9,32.4,formerly smoked,0 +64433,Male,54,0,0,Yes,Private,Urban,247.97,36.1,formerly smoked,0 +70106,Female,64,0,1,Yes,Private,Rural,114.71,30.6,never smoked,0 +50072,Female,26,0,0,No,Private,Rural,58.55,29,never smoked,0 +52530,Male,55,0,0,Yes,Govt_job,Urban,231.15,22.3,never smoked,0 +768,Female,74,0,0,Yes,Self-employed,Urban,68.18,27.3,formerly smoked,0 +40255,Female,0.48,0,0,No,children,Rural,118.75,17.4,Unknown,0 +50073,Female,41,0,1,No,Private,Rural,186.54,39,formerly smoked,0 +52439,Male,68,0,1,Yes,Private,Rural,96.14,26.7,never smoked,0 +65379,Male,9,0,0,No,children,Urban,69.52,24.2,Unknown,0 +38605,Female,36,0,0,Yes,Private,Rural,101.93,22.8,smokes,0 +35772,Male,17,0,0,No,Private,Urban,71.58,25.6,Unknown,0 +38014,Male,24,0,0,Yes,Private,Urban,83.1,21.9,smokes,0 +68330,Female,69,0,0,Yes,Self-employed,Rural,110.96,25.9,never smoked,0 +47271,Male,38,0,0,Yes,Govt_job,Urban,122.83,30.6,Unknown,0 +26330,Female,69,0,0,Yes,Private,Urban,91.65,25.7,formerly smoked,0 +24022,Female,32,0,0,No,Private,Urban,84.1,33.3,Unknown,0 +45622,Female,25,0,0,No,Private,Rural,118.85,23.8,smokes,0 +60732,Male,2,0,0,No,children,Urban,89.32,17.2,Unknown,0 +53694,Male,79,0,0,No,Self-employed,Urban,128.72,31,Unknown,0 +11280,Female,28,0,0,Yes,Private,Urban,98.05,24.7,never smoked,0 +28734,Female,16,0,0,No,Never_worked,Urban,102.1,27.1,never smoked,0 +12693,Male,31,0,0,Yes,Private,Urban,108.62,N/A,smokes,0 +17683,Male,66,0,0,Yes,Self-employed,Urban,96.19,38.3,smokes,0 +36155,Female,57,1,0,Yes,Private,Urban,98.07,50.9,formerly smoked,0 +31390,Female,61,0,0,Yes,Private,Rural,71.4,29.2,formerly smoked,0 +10636,Female,74,0,0,Yes,Self-employed,Rural,82.27,23.6,formerly smoked,0 +71659,Female,70,0,0,Yes,Govt_job,Rural,158.33,33.5,never smoked,0 +52305,Female,8,0,0,No,children,Rural,102.5,16.3,Unknown,0 +9602,Female,49,0,0,Yes,Private,Urban,72.18,30.8,Unknown,0 +68407,Male,30,0,0,Yes,Govt_job,Urban,95.94,31.1,never smoked,0 +72011,Male,51,0,0,No,Self-employed,Rural,87.15,26.4,formerly smoked,0 +40568,Female,10,0,0,No,children,Urban,82.59,18.6,formerly smoked,0 +50206,Female,34,0,0,Yes,Private,Rural,89.31,37.3,formerly smoked,0 +41191,Male,40,0,0,Yes,Private,Rural,64.84,26.6,never smoked,0 +7129,Male,3,0,0,No,children,Urban,107.52,17.6,Unknown,0 +45485,Female,45,0,0,Yes,Self-employed,Urban,92.76,22.3,Unknown,0 +32023,Male,4,0,0,No,children,Urban,79.16,20.2,Unknown,0 +33064,Male,52,0,1,Yes,Private,Urban,87,30.9,never smoked,0 +60896,Male,68,0,1,Yes,Private,Rural,145.25,31.5,never smoked,0 +2109,Female,8,0,0,No,children,Urban,125.14,29.7,Unknown,0 +27705,Female,82,0,1,Yes,Self-employed,Rural,88.6,32.5,Unknown,0 +36850,Male,36,0,0,Yes,Govt_job,Urban,57.59,32.8,Unknown,0 +52500,Female,42,0,0,Yes,Govt_job,Urban,59.43,25.4,never smoked,0 +43698,Female,27,0,0,No,Govt_job,Rural,65.43,27.2,Unknown,0 +49901,Male,55,0,0,Yes,Govt_job,Urban,154.03,31.6,smokes,0 +69120,Female,31,0,0,Yes,Self-employed,Rural,139.81,39.6,never smoked,0 +25510,Male,82,0,0,Yes,Self-employed,Urban,111.81,19.8,formerly smoked,0 +60416,Female,57,0,0,Yes,Self-employed,Urban,106.84,29.6,never smoked,0 +15135,Female,78,0,1,Yes,Private,Rural,221.06,25.5,formerly smoked,0 +34660,Male,55,0,0,Yes,Self-employed,Urban,69.97,25.8,formerly smoked,0 +11713,Male,51,0,0,Yes,Private,Rural,77.07,32.1,formerly smoked,0 +40704,Male,80,0,0,No,Private,Urban,59.49,25.6,Unknown,0 +71298,Female,17,0,0,No,Private,Rural,109.39,26.3,never smoked,0 +54497,Female,61,0,0,Yes,Private,Rural,93.97,39.4,Unknown,0 +30129,Female,62,0,0,Yes,Govt_job,Urban,163.17,25.6,never smoked,0 +44965,Female,14,0,0,No,Self-employed,Urban,124.39,34,Unknown,0 +38549,Female,62,0,0,Yes,Private,Urban,212.62,35.8,never smoked,0 +39236,Female,56,0,0,No,Self-employed,Urban,128.63,24.9,smokes,0 +50545,Male,41,0,0,Yes,Govt_job,Urban,84.1,29.3,never smoked,0 +28435,Female,59,0,0,Yes,Self-employed,Urban,77.6,23.4,Unknown,0 +4631,Male,29,0,0,Yes,Private,Urban,70.51,24.5,Unknown,0 +9912,Male,39,0,0,Yes,Private,Rural,109.19,29.8,Unknown,0 +43028,Male,66,0,0,Yes,Self-employed,Rural,55.23,28.9,Unknown,0 +38894,Female,35,0,0,Yes,Private,Urban,120.15,27.3,never smoked,0 +41238,Female,36,0,0,Yes,Private,Urban,72.16,23.2,never smoked,0 +51828,Male,35,0,0,Yes,Private,Rural,95.89,34.2,Unknown,0 +64196,Male,26,0,0,No,Private,Urban,64.68,23.3,smokes,0 +10626,Female,31,0,0,No,Private,Rural,70.51,26.9,formerly smoked,0 +4117,Female,56,0,0,Yes,Self-employed,Rural,81.77,21.8,never smoked,0 +37993,Female,36,0,0,Yes,Govt_job,Urban,66.47,26.9,never smoked,0 +57765,Female,41,0,0,Yes,Govt_job,Rural,146.08,29.9,never smoked,0 +7841,Female,50,0,0,Yes,Private,Urban,91.68,22.4,never smoked,0 +18398,Female,42,0,0,Yes,Private,Rural,108.96,27.5,never smoked,0 +50210,Male,79,0,0,Yes,Self-employed,Urban,113.41,35,never smoked,0 +52461,Male,57,0,0,Yes,Private,Urban,111.08,27.9,never smoked,0 +32523,Male,68,0,1,Yes,Private,Urban,217.74,25.5,Unknown,0 +49509,Female,25,0,0,Yes,Private,Rural,78.5,28.6,never smoked,0 +16377,Male,69,0,0,Yes,Private,Urban,89.06,34.8,formerly smoked,0 +13902,Female,42,0,0,Yes,Private,Urban,74.8,50.6,Unknown,0 +44047,Male,37,0,0,Yes,Govt_job,Rural,80.2,30.9,never smoked,0 +34184,Female,2,0,0,No,children,Rural,76.52,14.8,Unknown,0 +11312,Female,78,0,0,Yes,Self-employed,Rural,208.99,31.4,formerly smoked,0 +39616,Female,36,0,0,Yes,Private,Urban,99.72,22.3,smokes,0 +57322,Male,10,0,0,No,children,Urban,102.97,19.1,Unknown,0 +28011,Male,39,1,0,Yes,Private,Rural,197.36,27.4,Unknown,0 +242,Male,4,0,0,No,children,Urban,98.56,17.5,Unknown,0 +18178,Female,48,0,0,Yes,Private,Urban,86.06,36.2,never smoked,0 +51823,Male,72,0,0,Yes,Self-employed,Urban,123.08,25.4,smokes,0 +23439,Male,63,0,1,No,Private,Urban,75,25.7,smokes,0 +12594,Female,28,0,0,Yes,Private,Rural,105.9,28.6,smokes,0 +2692,Female,80,0,0,Yes,Self-employed,Urban,73.87,33.7,never smoked,0 +26062,Male,49,0,0,Yes,Private,Rural,78.04,37.9,never smoked,0 +6805,Male,57,0,0,No,Private,Urban,107.74,28.4,Unknown,0 +45817,Female,59,0,0,Yes,Private,Rural,60.64,20,never smoked,0 +66306,Female,43,0,0,Yes,Private,Rural,82.57,29.1,never smoked,0 +62167,Female,47,0,0,Yes,Private,Rural,115.98,27.6,Unknown,0 +16627,Male,54,0,0,Yes,Self-employed,Rural,110.38,27.6,formerly smoked,0 +34285,Male,57,0,0,Yes,Private,Rural,92.59,24.2,Unknown,0 +71151,Male,56,0,0,Yes,Private,Urban,82.64,31,never smoked,0 +2580,Male,66,0,1,No,Govt_job,Urban,70.28,34.5,never smoked,0 +11891,Male,18,0,0,No,Govt_job,Urban,106.54,27,never smoked,0 +57080,Female,81,1,1,Yes,Self-employed,Urban,59.11,20.7,formerly smoked,0 +47456,Male,30,0,0,Yes,Private,Rural,58.89,26.1,formerly smoked,0 +56139,Male,8,0,0,No,children,Urban,129.66,19.2,Unknown,0 +12857,Male,55,0,0,Yes,Self-employed,Rural,73.57,28,smokes,0 +40980,Male,79,1,0,Yes,Self-employed,Urban,72.04,23.6,formerly smoked,0 +47668,Female,49,0,0,Yes,Private,Rural,125.63,57.2,Unknown,0 +72792,Female,53,1,0,Yes,Private,Rural,77.94,33,never smoked,0 +37728,Female,26,0,0,Yes,Private,Urban,68.99,22.2,never smoked,0 +47410,Female,14,0,0,No,children,Rural,111.76,24.8,Unknown,0 +56450,Male,25,0,0,No,Private,Rural,65.36,24.7,never smoked,0 +9189,Female,20,0,0,No,Private,Urban,80.27,27.9,never smoked,0 +71966,Female,18,0,0,No,Never_worked,Urban,81.73,21.6,never smoked,0 +59272,Male,38,0,0,Yes,Private,Rural,79.22,34.8,smokes,0 +45563,Female,72,0,1,Yes,Self-employed,Urban,142.63,32.9,smokes,0 +19907,Female,52,0,0,Yes,Private,Rural,97.05,28,Unknown,0 +40163,Female,82,1,0,Yes,Private,Urban,222.52,N/A,formerly smoked,0 +62738,Male,71,0,1,Yes,Private,Rural,70.38,25,smokes,0 +51651,Male,46,0,0,Yes,Private,Rural,114.46,24.7,formerly smoked,0 +39940,Female,33,0,0,Yes,Private,Urban,64.62,27.3,never smoked,0 +8122,Female,37,0,0,Yes,Private,Urban,94.12,34.2,Unknown,0 +71057,Female,54,0,0,Yes,Private,Rural,70.19,39.1,smokes,0 +67921,Female,5,0,0,No,children,Urban,55.35,22.7,Unknown,0 +12834,Male,45,0,0,Yes,Private,Urban,115.52,33.9,formerly smoked,0 +56567,Male,14,0,0,No,children,Urban,60.7,18.6,Unknown,0 +11872,Male,5,0,0,No,children,Urban,69.24,16.7,Unknown,0 +6574,Female,35,0,0,Yes,Self-employed,Urban,103.29,20.6,never smoked,0 +5294,Female,20,0,0,Yes,Private,Rural,92.74,20.1,Unknown,0 +10870,Male,51,0,0,Yes,Private,Rural,232.64,45.2,never smoked,0 +15062,Male,40,0,0,Yes,Govt_job,Urban,82.46,25.3,smokes,0 +46454,Female,79,0,0,Yes,Govt_job,Urban,63.57,32.4,never smoked,0 +31795,Male,61,0,0,Yes,Self-employed,Urban,73.24,34.9,never smoked,0 +62395,Male,33,0,0,Yes,Private,Urban,78.43,43.7,smokes,0 +42760,Female,27,0,0,Yes,Private,Urban,57.46,23,smokes,0 +27119,Female,28,0,0,No,Private,Rural,104.16,21.5,never smoked,0 +47113,Female,67,0,0,Yes,Self-employed,Rural,110.42,24.9,never smoked,0 +36045,Female,35,0,0,Yes,Private,Rural,119.4,22.9,never smoked,0 +54871,Female,78,0,0,Yes,Private,Urban,119.13,25,never smoked,0 +48824,Female,20,0,0,No,Private,Rural,120.22,21.3,never smoked,0 +67356,Female,43,0,0,Yes,Private,Urban,80.8,46.1,never smoked,0 +70670,Female,27,0,0,Yes,Private,Rural,57.96,64.4,never smoked,0 +58477,Female,45,0,0,Yes,Private,Urban,81.24,37,never smoked,0 +53636,Female,11,0,0,No,children,Urban,88.79,21.3,never smoked,0 +24262,Female,31,0,0,Yes,Private,Rural,70.91,28.3,never smoked,0 +33886,Female,30,0,0,No,Private,Rural,87.12,31.1,smokes,0 +59126,Female,27,0,0,No,Private,Urban,126.09,25.1,Unknown,0 +31697,Female,34,0,0,Yes,Private,Urban,76.42,27.6,smokes,0 +10018,Male,19,0,0,No,Private,Rural,56.33,29.4,Unknown,0 +52447,Female,3,0,0,No,children,Rural,131.81,14.1,Unknown,0 +23238,Male,53,0,1,Yes,Private,Rural,95.23,35.2,smokes,0 +4148,Male,81,0,0,Yes,Self-employed,Urban,71.18,23.9,formerly smoked,0 +63404,Female,44,0,0,Yes,Private,Rural,87.71,34,formerly smoked,0 +13540,Female,59,0,0,Yes,Self-employed,Rural,115.68,27.1,Unknown,0 +44288,Male,43,0,0,Yes,Private,Rural,207.37,29.5,formerly smoked,0 +23194,Male,32,1,0,No,Private,Rural,74.43,N/A,Unknown,0 +751,Female,5,0,0,No,children,Rural,75.1,20.7,Unknown,0 +7047,Female,31,0,0,Yes,Private,Rural,69.72,39.5,smokes,0 +68020,Male,47,0,0,Yes,Private,Urban,111.84,33.7,Unknown,0 +11325,Female,12,0,0,No,children,Rural,111.08,23.2,never smoked,0 +25636,Male,40,0,0,Yes,Private,Rural,201.96,30.1,Unknown,0 +60602,Female,49,0,0,Yes,Govt_job,Urban,68.68,28.8,never smoked,0 +51856,Male,38,1,0,Yes,Private,Rural,56.9,92,never smoked,0 +13031,Female,15,0,0,No,children,Urban,91.16,38,never smoked,0 +19498,Female,81,0,1,No,Self-employed,Urban,99.44,27.7,Unknown,0 +51476,Male,48,0,0,Yes,Private,Urban,78.85,43.2,never smoked,0 +49762,Female,24,0,0,No,Private,Rural,123.89,24.1,smokes,0 +23449,Male,47,0,0,Yes,Self-employed,Rural,90.44,28.7,never smoked,0 +51374,Female,13,0,0,No,children,Rural,138.44,34.8,Unknown,0 +41263,Female,16,0,0,No,Private,Urban,75.06,23.5,never smoked,0 +6599,Male,64,1,0,Yes,Self-employed,Rural,85.66,28.5,never smoked,0 +16320,Female,11,0,0,No,children,Urban,102.76,20.3,Unknown,0 +64670,Female,55,0,0,Yes,Govt_job,Urban,71.79,43,formerly smoked,0 +35941,Male,38,0,0,Yes,Private,Urban,167.16,18.3,never smoked,0 +64931,Male,37,0,0,Yes,Private,Rural,131.05,27.2,never smoked,0 +27416,Female,34,0,0,Yes,Private,Rural,86.92,22,Unknown,0 +43433,Female,52,0,0,Yes,Self-employed,Rural,59.62,50.8,Unknown,0 +21366,Female,50,0,0,Yes,Private,Urban,103.72,35.4,formerly smoked,0 +14658,Female,37,0,0,Yes,Private,Rural,77.1,55.9,Unknown,0 +7538,Female,55,0,0,Yes,Self-employed,Rural,94.75,27.9,smokes,0 +52092,Female,2,0,0,No,children,Rural,77.72,19.8,Unknown,0 +45372,Male,68,0,0,Yes,Self-employed,Rural,76.09,26,smokes,0 +63043,Female,27,0,0,No,Private,Urban,61.8,26.8,formerly smoked,0 +67,Female,17,0,0,No,Private,Urban,92.97,N/A,formerly smoked,0 +68034,Female,53,1,0,Yes,Govt_job,Urban,83.73,32.5,never smoked,0 +63026,Male,5,0,0,No,children,Rural,79.33,15,Unknown,0 +18352,Female,3,0,0,No,children,Rural,108.32,14.2,Unknown,0 +36087,Female,20,0,0,No,Private,Rural,103.65,17,formerly smoked,0 +27480,Male,19,0,0,No,Private,Rural,86.19,26.2,never smoked,0 +38074,Female,31,0,0,Yes,Private,Urban,131.42,24.9,smokes,0 +66690,Female,63,0,0,Yes,Self-employed,Urban,69.46,26.6,never smoked,0 +31131,Female,49,0,1,Yes,Private,Rural,76.78,22.7,smokes,0 +26884,Female,72,0,0,Yes,Self-employed,Urban,103.78,32.7,formerly smoked,0 +26935,Female,50,1,0,Yes,Private,Urban,213.43,36.7,smokes,0 +17569,Male,41,0,0,Yes,Self-employed,Rural,93.52,31.5,Unknown,0 +24585,Male,40,0,0,Yes,Govt_job,Urban,115.07,36.9,never smoked,0 +53954,Male,17,0,0,No,Private,Rural,69.45,27.6,Unknown,0 +13286,Male,3,0,0,No,children,Rural,81,20.7,Unknown,0 +7653,Female,33,0,0,No,Private,Urban,83.16,20.2,Unknown,0 +59027,Female,12,0,0,No,children,Rural,108.63,23.4,never smoked,0 +70318,Male,23,0,0,No,Private,Rural,88.06,25.3,Unknown,0 +15422,Male,31,0,0,No,Govt_job,Rural,80.57,28.2,formerly smoked,0 +56692,Female,65,0,0,Yes,Self-employed,Urban,248.24,27,smokes,0 +45395,Female,43,0,0,Yes,Private,Urban,57.79,24.8,smokes,0 +39977,Female,22,0,0,No,Private,Urban,87.4,34.8,never smoked,0 +14553,Male,7,0,0,No,children,Urban,76.63,17.3,Unknown,0 +40998,Female,81,0,0,Yes,Self-employed,Rural,58.01,27.8,never smoked,0 +71900,Female,10,0,0,No,children,Urban,77.43,16.2,Unknown,0 +3318,Female,18,0,0,No,Private,Rural,101.12,N/A,smokes,0 +41481,Female,5,0,0,No,children,Rural,64.45,21.7,Unknown,0 +24854,Female,24,0,0,No,Self-employed,Urban,79.42,21.4,never smoked,0 +22330,Female,45,0,0,Yes,Self-employed,Urban,82.94,29.3,Unknown,0 +14892,Female,46,1,0,Yes,Private,Rural,81.58,36.2,never smoked,0 +36710,Male,64,0,0,Yes,Private,Urban,62.21,28.3,Unknown,0 +29267,Male,25,0,0,No,Private,Rural,229.94,23.5,never smoked,0 +17098,Female,12,0,0,No,children,Urban,116.06,25.9,Unknown,0 +61384,Male,81,1,0,Yes,Private,Urban,117.77,27.1,never smoked,0 +69732,Male,65,0,0,Yes,Self-employed,Urban,66.69,21.5,never smoked,0 +61238,Female,40,0,0,Yes,Private,Rural,122.23,30.5,Unknown,0 +18696,Male,81,0,0,No,Private,Urban,168.68,23.4,formerly smoked,0 +25643,Male,36,0,0,Yes,Private,Rural,119.9,37.6,never smoked,0 +63333,Female,32,0,0,Yes,Self-employed,Urban,110.33,24,smokes,0 +23210,Male,31,0,0,No,Private,Rural,77.95,25.1,never smoked,0 +2647,Male,55,0,0,Yes,Private,Rural,80.35,28.7,smokes,0 +60934,Male,39,0,0,Yes,Private,Urban,57.38,41.8,formerly smoked,0 +50412,Female,17,0,0,No,Private,Urban,96.47,25.6,Unknown,0 +1192,Female,31,0,0,No,Govt_job,Rural,70.66,27.2,never smoked,0 +55361,Female,36,0,0,Yes,Self-employed,Urban,202.06,24.4,never smoked,0 +50141,Female,5,0,0,No,children,Urban,91.3,20.7,Unknown,0 +12963,Female,29,0,0,No,Self-employed,Rural,67.56,19.6,Unknown,0 +55337,Female,2,0,0,No,children,Rural,126.12,24.8,Unknown,0 +23989,Female,62,0,0,Yes,Self-employed,Urban,86.4,32.6,smokes,0 +26025,Female,45,0,0,Yes,Govt_job,Urban,103.22,20.5,never smoked,0 +67711,Female,18,0,0,No,Private,Rural,88.85,36.2,Unknown,0 +53105,Female,29,0,0,Yes,Private,Urban,63.9,45.4,smokes,0 +10696,Female,52,0,0,Yes,Private,Urban,81.32,27.6,formerly smoked,0 +43656,Male,59,1,0,Yes,Govt_job,Rural,253.93,N/A,formerly smoked,0 +52361,Male,69,1,1,Yes,Private,Urban,78.11,34.7,formerly smoked,0 +57343,Female,71,0,0,Yes,Private,Urban,134.65,32.4,Unknown,0 +23339,Male,3,0,0,No,children,Rural,194.75,N/A,Unknown,0 +51408,Male,33,0,0,Yes,Govt_job,Rural,77.94,28.7,never smoked,0 +47886,Female,43,1,0,Yes,Govt_job,Rural,56.94,45.3,Unknown,0 +21407,Male,39,0,0,Yes,Private,Rural,117.03,40.3,formerly smoked,0 +34026,Female,60,0,0,Yes,Private,Rural,207.84,38.9,never smoked,0 +53004,Female,54,0,0,Yes,Govt_job,Rural,228.26,46,never smoked,0 +18833,Male,61,0,0,Yes,Self-employed,Rural,84.43,32.4,smokes,0 +69222,Male,0.24,0,0,No,children,Urban,57.09,19.4,Unknown,0 +32610,Female,11,0,0,No,children,Urban,94.89,27.5,never smoked,0 +57645,Female,75,0,0,Yes,Govt_job,Rural,132.46,26.2,Unknown,0 +21677,Female,64,0,0,Yes,Private,Rural,75.13,31.1,formerly smoked,0 +50410,Female,78,0,0,No,Govt_job,Rural,76.64,34.6,never smoked,0 +25051,Female,14,0,0,No,Private,Rural,91.32,24.3,never smoked,0 +31642,Female,66,0,0,Yes,Self-employed,Rural,85.9,34.6,never smoked,0 +60455,Male,48,0,0,Yes,Private,Urban,76.19,28.5,never smoked,0 +52172,Female,44,0,0,Yes,Private,Rural,85.77,32.1,Unknown,0 +69647,Male,30,0,0,No,Private,Urban,63.42,28,never smoked,0 +24972,Male,1.48,0,0,No,children,Rural,112.02,20.9,Unknown,0 +13172,Female,61,0,0,Yes,Self-employed,Urban,203.76,33.8,never smoked,0 +31911,Female,54,0,0,Yes,Govt_job,Urban,98.44,25.8,formerly smoked,0 +34415,Female,22,0,0,No,Govt_job,Urban,79.57,31.8,Unknown,0 +53219,Male,47,0,0,Yes,Private,Urban,63.98,26.8,smokes,0 +7924,Female,67,0,0,Yes,Private,Urban,101.46,25.9,formerly smoked,0 +72491,Male,53,0,0,Yes,Private,Urban,74.66,29.2,smokes,0 +59058,Female,45,0,0,Yes,Govt_job,Rural,68.66,25.3,never smoked,0 +52619,Female,65,0,0,Yes,Private,Rural,205.78,41.7,never smoked,0 +36162,Male,39,1,0,Yes,Private,Rural,111.24,38.8,never smoked,0 +68371,Male,57,0,0,Yes,Private,Urban,134.76,29.1,Unknown,0 +21067,Female,45,0,0,Yes,Self-employed,Urban,110.1,30.9,never smoked,0 +25718,Female,28,0,0,Yes,Private,Urban,100.8,39.3,formerly smoked,0 +24421,Male,30,0,0,No,Private,Urban,113.08,41.8,Unknown,0 +69528,Female,31,0,0,Yes,Private,Urban,56.48,26.2,formerly smoked,0 +56594,Female,70,0,0,Yes,Private,Urban,77.77,33.8,smokes,0 +35095,Female,17,0,0,No,Private,Urban,104.02,26.1,Unknown,0 +30002,Male,44,1,0,Yes,Self-employed,Rural,83.59,24.1,never smoked,0 +71143,Male,65,0,0,Yes,Self-employed,Urban,179.67,30.7,formerly smoked,0 +32669,Male,6,0,0,No,children,Urban,91.89,22.4,Unknown,0 +17174,Male,15,0,0,No,children,Rural,78.9,23,Unknown,0 +2818,Female,80,0,0,No,Self-employed,Rural,230.74,30.2,formerly smoked,0 +30650,Male,54,0,0,Yes,Govt_job,Rural,216.19,30.3,formerly smoked,0 +3013,Female,79,0,0,Yes,Self-employed,Rural,83.7,28.7,never smoked,0 +42806,Female,60,1,0,Yes,Private,Rural,200.66,36.3,smokes,0 +6390,Female,12,0,0,No,children,Rural,73.99,16.3,Unknown,0 +46647,Female,36,0,0,No,Private,Urban,228.5,34.5,never smoked,0 +6625,Female,54,0,0,Yes,Self-employed,Urban,70.43,20.8,smokes,0 +49605,Male,63,0,0,Yes,Private,Urban,74.39,31,formerly smoked,0 +72940,Female,2,0,0,No,children,Urban,102.92,17.6,Unknown,0 +24783,Female,28,0,0,No,Private,Urban,87.91,22.7,formerly smoked,0 +22515,Female,38,1,0,Yes,Private,Rural,118.55,38.4,smokes,0 +3700,Male,37,0,0,Yes,Private,Urban,232.29,40.8,smokes,0 +53802,Male,80,0,1,Yes,Private,Rural,125.32,32.9,Unknown,0 +49955,Male,43,0,0,No,Private,Urban,78.98,31.3,formerly smoked,0 +2456,Male,60,1,0,Yes,Govt_job,Rural,100.2,28.5,smokes,0 +71515,Female,66,0,0,Yes,Private,Rural,200.91,27.6,never smoked,0 +44662,Female,45,0,0,Yes,Govt_job,Rural,95.24,40.2,Unknown,0 +38661,Female,29,0,0,No,Private,Urban,56.64,24.7,never smoked,0 +15978,Male,4,0,0,No,children,Urban,80.48,17.7,Unknown,0 +35210,Female,48,0,0,Yes,Private,Urban,112.96,25.4,never smoked,0 +49930,Female,68,0,0,Yes,Private,Rural,236.04,28.5,never smoked,0 +27789,Female,57,0,0,Yes,Private,Urban,73,26.2,never smoked,0 +45325,Female,29,0,0,No,Private,Urban,61.13,26,never smoked,0 +31092,Female,30,0,0,Yes,Private,Urban,88.56,45.3,never smoked,0 +40705,Female,47,0,0,Yes,Self-employed,Rural,66.16,31.5,never smoked,0 +28513,Female,73,0,0,Yes,Private,Rural,88.98,20.6,smokes,0 +12367,Female,66,0,0,Yes,Self-employed,Urban,94.39,29.4,Unknown,0 +63915,Female,39,0,0,Yes,Private,Urban,87.39,57.9,never smoked,0 +10166,Male,66,0,0,No,Govt_job,Rural,77.91,39.1,Unknown,0 +35999,Female,52,0,0,Yes,Private,Urban,86.85,23.8,formerly smoked,0 +8964,Female,34,0,0,No,Private,Rural,94.37,38.1,never smoked,0 +38207,Female,79,1,0,Yes,Self-employed,Rural,76.64,19.5,never smoked,0 +52681,Female,39,0,0,Yes,Private,Urban,254.95,35.5,smokes,0 +38980,Male,61,0,0,Yes,Govt_job,Urban,107.33,26.4,formerly smoked,0 +33924,Female,26,0,0,No,Private,Urban,80.94,22.2,smokes,0 +10135,Female,37,0,0,No,Private,Rural,112.02,29.1,Unknown,0 +46517,Female,66,0,1,Yes,Private,Rural,196.58,41.9,formerly smoked,0 +65966,Female,16,0,0,No,Private,Urban,89.14,22.6,formerly smoked,0 +56575,Female,51,1,0,Yes,Govt_job,Urban,69.94,33.3,smokes,0 +43138,Male,15,0,0,No,Private,Urban,55.79,21.3,never smoked,0 +36633,Male,1.72,0,0,No,children,Urban,73.08,20.4,Unknown,0 +11632,Male,60,0,0,Yes,Private,Urban,96.02,28.7,Unknown,0 +31153,Male,66,0,0,Yes,Self-employed,Rural,189.82,28.8,formerly smoked,0 +52247,Female,75,0,0,Yes,Govt_job,Urban,89.68,38.7,never smoked,0 +61987,Female,40,0,0,Yes,Private,Urban,101.06,32.3,smokes,0 +64416,Female,52,0,0,Yes,Govt_job,Rural,62.66,37.9,Unknown,0 +31708,Female,13,0,0,No,children,Urban,84.03,25.3,Unknown,0 +62296,Female,44,0,0,Yes,Govt_job,Rural,108.38,27.7,Unknown,0 +53976,Female,37,0,0,No,Private,Rural,78.79,25.1,Unknown,0 +16446,Male,2,0,0,No,children,Rural,76.12,16.8,Unknown,0 +51329,Female,48,0,0,Yes,Private,Rural,68.01,27.7,never smoked,0 +33560,Female,81,0,1,Yes,Govt_job,Urban,90.11,28.6,never smoked,0 +37866,Female,76,0,0,Yes,Self-employed,Urban,193.61,37.6,never smoked,0 +8553,Female,58,0,0,Yes,Govt_job,Rural,195.74,32.7,Unknown,0 +5654,Female,11,0,0,No,children,Rural,94.77,22.7,Unknown,0 +17238,Female,9,0,0,No,children,Urban,85,16,Unknown,0 +45252,Male,54,0,0,Yes,Private,Urban,141.37,23.5,never smoked,0 +14444,Female,37,0,0,No,Self-employed,Urban,90.71,45.8,Unknown,0 +46503,Female,16,0,0,No,Private,Rural,106.8,20.8,never smoked,0 +18578,Male,11,0,0,No,children,Rural,121.66,16.7,Unknown,0 +917,Female,32,0,0,Yes,Private,Urban,85.18,22.2,smokes,0 +60981,Female,26,0,0,No,Private,Rural,130.07,33.1,never smoked,0 +28873,Female,21,0,0,No,Private,Rural,74.24,32.7,never smoked,0 +25446,Female,45,0,0,Yes,Govt_job,Urban,79.98,41.4,never smoked,0 +54127,Female,40,0,0,Yes,Self-employed,Urban,106.76,24.1,formerly smoked,0 +63478,Female,41,0,0,Yes,Private,Urban,76.34,28,Unknown,0 +15464,Female,71,1,1,Yes,Private,Rural,221.24,24.2,Unknown,0 +63312,Male,16,0,0,No,Private,Urban,80.55,23.5,smokes,0 +55681,Female,7,0,0,No,children,Rural,63.98,23,Unknown,0 +63804,Female,27,0,0,No,Private,Rural,55.93,20.3,smokes,0 +10321,Female,22,0,0,Yes,Private,Rural,73.94,24.8,Unknown,0 +56339,Female,79,0,0,Yes,Self-employed,Rural,65.58,26.1,Unknown,0 +56277,Female,38,0,0,Yes,Private,Rural,83.8,24.2,smokes,0 +33657,Female,64,0,0,Yes,Private,Urban,95.87,19.3,formerly smoked,0 +7054,Male,4,0,0,No,children,Rural,112.83,18.2,Unknown,0 +72393,Female,23,0,0,Yes,Govt_job,Rural,84.93,24.2,never smoked,0 +68059,Male,35,0,0,Yes,Govt_job,Rural,103.08,41.5,smokes,0 +14996,Male,66,0,0,Yes,Self-employed,Rural,85.98,28,Unknown,0 +841,Male,34,0,0,Yes,Private,Urban,83.75,37,never smoked,0 +22880,Female,19,0,0,No,Private,Urban,125.43,32.2,Unknown,0 +1552,Male,73,0,0,Yes,Private,Urban,101.58,35.9,never smoked,0 +68853,Female,70,0,0,Yes,Private,Rural,149.8,47.6,Unknown,0 +49190,Female,45,0,0,Yes,Private,Rural,112.55,32.1,never smoked,0 +49277,Female,34,0,0,No,Private,Urban,70.87,55.7,formerly smoked,0 +711,Male,81,0,0,Yes,Private,Rural,92.96,22.2,never smoked,0 +1953,Female,0.72,0,0,No,children,Rural,112.19,20.1,Unknown,0 +34900,Male,13,0,0,No,Never_worked,Urban,85.08,14.6,Unknown,0 +13237,Male,57,0,1,Yes,Self-employed,Urban,112.37,28.4,never smoked,0 +61684,Female,38,0,0,Yes,Private,Urban,151.26,20.6,never smoked,0 +28382,Male,21,0,0,No,Private,Urban,73.81,19.8,Unknown,0 +13768,Female,38,0,0,Yes,Private,Urban,77.2,23.4,Unknown,0 +32726,Female,41,0,0,No,Private,Urban,76.08,25.1,never smoked,0 +65729,Female,26,0,0,Yes,Private,Rural,123.98,30.1,never smoked,0 +6422,Female,48,0,0,Yes,Self-employed,Urban,108.51,33.3,Unknown,0 +11382,Male,18,0,0,No,Private,Rural,98.07,24,never smoked,0 +31703,Male,66,0,0,Yes,Self-employed,Urban,85.82,27.8,never smoked,0 +33439,Female,27,0,0,No,Private,Rural,86.21,21.4,Unknown,0 +5647,Female,18,0,0,No,Private,Urban,99.01,25.5,formerly smoked,0 +1847,Female,20,0,0,No,Govt_job,Rural,79.53,N/A,never smoked,0 +12900,Male,11,0,0,No,children,Rural,80.08,21.8,never smoked,0 +28367,Female,7,0,0,No,children,Rural,69.47,18.9,Unknown,0 +71551,Female,54,0,0,No,Private,Urban,85.07,21.9,Unknown,0 +13846,Male,43,0,0,Yes,Govt_job,Rural,88,30.6,never smoked,0 +61667,Female,61,0,0,Yes,Private,Rural,144.14,29.8,never smoked,0 +46079,Male,31,0,0,No,Private,Urban,78.8,28.7,smokes,0 +7871,Female,40,0,0,Yes,Private,Urban,86.78,35.5,smokes,0 +60964,Female,71,1,0,Yes,Govt_job,Rural,105.72,29.1,formerly smoked,0 +72562,Female,57,0,0,Yes,Private,Rural,64.37,32.8,never smoked,0 +63773,Female,13,0,0,No,children,Rural,146.1,22.8,never smoked,0 +53998,Female,21,0,0,No,Private,Urban,58.66,31.3,never smoked,0 +16617,Female,63,1,0,Yes,Govt_job,Urban,192.5,29,never smoked,0 +54117,Male,7,0,0,No,children,Rural,103.5,19,Unknown,0 +5987,Female,78,0,0,Yes,Private,Urban,89.42,24.1,never smoked,0 +72215,Female,66,0,0,Yes,Self-employed,Rural,212.92,21.4,never smoked,0 +39796,Male,41,0,0,No,Self-employed,Rural,60.73,28,never smoked,0 +12345,Male,11,0,0,No,children,Urban,73.18,27.6,never smoked,0 +65636,Male,55,0,0,Yes,Private,Urban,82.26,28.7,Unknown,0 +47356,Female,42,0,0,Yes,Private,Urban,87.4,24.5,formerly smoked,0 +27859,Male,51,0,0,Yes,Private,Rural,86.95,25,formerly smoked,0 +41715,Female,79,1,0,Yes,Self-employed,Rural,74,29.6,never smoked,0 +38617,Male,28,0,0,Yes,Self-employed,Urban,73.98,29.9,never smoked,0 +32638,Female,73,1,0,Yes,Self-employed,Rural,124.78,35.6,never smoked,0 +47799,Female,42,0,0,Yes,Private,Urban,191.94,27.9,never smoked,0 +41942,Female,37,0,0,Yes,Private,Urban,247.87,42.6,never smoked,0 +69010,Male,78,0,0,Yes,Private,Rural,83.2,21.2,formerly smoked,0 +47144,Female,74,0,0,Yes,Self-employed,Urban,88.62,28.5,formerly smoked,0 +65103,Female,59,0,0,Yes,Private,Urban,81.51,25.6,formerly smoked,0 +6472,Female,78,0,0,Yes,Govt_job,Urban,101.76,N/A,smokes,0 +27596,Female,82,1,0,Yes,Private,Urban,115.71,31.1,formerly smoked,0 +59522,Male,71,1,0,Yes,Private,Rural,229.73,30.4,never smoked,0 +51512,Female,19,0,0,No,Private,Rural,57.4,22.9,Unknown,0 +53821,Male,18,0,0,No,Private,Rural,100.47,31.9,never smoked,0 +51532,Female,53,0,0,Yes,Govt_job,Rural,81.36,48.8,never smoked,0 +50070,Female,62,1,0,Yes,Self-employed,Rural,261.67,43,formerly smoked,0 +41654,Male,3,0,0,No,children,Rural,110.2,21.8,Unknown,0 +5714,Female,49,1,0,Yes,Govt_job,Rural,98.9,35.5,never smoked,0 +2304,Male,51,0,0,Yes,Govt_job,Rural,95.19,24.3,smokes,0 +8543,Female,53,0,0,Yes,Private,Rural,105.28,23.1,never smoked,0 +45279,Female,10,0,0,No,children,Rural,83.03,18.5,Unknown,0 +57870,Male,54,0,0,Yes,Private,Rural,89.41,42.4,smokes,0 +56961,Female,40,0,0,No,Govt_job,Rural,70.56,32.3,never smoked,0 +8623,Female,3,0,0,No,children,Urban,78.79,22.6,Unknown,0 +21346,Female,12,0,0,No,children,Rural,70.13,17.8,Unknown,0 +36922,Male,56,0,0,Yes,Private,Rural,62.68,18.4,never smoked,0 +19814,Female,43,0,0,No,Private,Urban,71.77,26.9,never smoked,0 +22151,Female,28,0,0,No,Govt_job,Rural,77.99,32,smokes,0 +47802,Male,28,0,0,No,Private,Urban,256.74,23.4,formerly smoked,0 +25404,Male,56,0,0,Yes,Private,Rural,93.72,31.4,never smoked,0 +43487,Female,14,0,0,No,children,Urban,63.74,22.4,Unknown,0 +58313,Female,63,0,0,Yes,Self-employed,Urban,60.67,28.9,formerly smoked,0 +16629,Female,29,0,0,Yes,Private,Urban,112.08,27.4,never smoked,0 +60675,Female,48,1,0,Yes,Govt_job,Rural,221.08,57.2,never smoked,0 +1119,Male,47,0,1,Yes,Govt_job,Urban,101.81,28.4,smokes,0 +64864,Male,63,1,0,Yes,Private,Rural,60.17,23.5,smokes,0 +55244,Male,40,0,0,Yes,Self-employed,Rural,65.29,28.3,never smoked,0 +23568,Female,40,0,0,Yes,Private,Urban,153.24,38.2,Unknown,0 +56979,Male,55,0,0,Yes,Private,Rural,61.42,33.3,smokes,0 +66006,Female,43,0,0,Yes,Private,Urban,86.67,33.3,never smoked,0 +40447,Female,59,0,0,Yes,Private,Rural,82.42,28.8,never smoked,0 +62798,Female,78,1,0,Yes,Private,Rural,100.54,32.1,smokes,0 +38397,Female,27,0,0,No,Private,Urban,111.48,28.9,never smoked,0 +66945,Female,49,0,0,Yes,Private,Urban,85.33,25.5,never smoked,0 +44992,Male,14,0,0,No,Private,Urban,126.57,25.9,formerly smoked,0 +50009,Female,17,0,0,No,Private,Urban,81.51,19.5,formerly smoked,0 +5170,Male,42,0,0,Yes,Govt_job,Rural,67.97,23.8,Unknown,0 +16263,Female,36,0,0,Yes,Self-employed,Urban,77.92,24.9,Unknown,0 +16024,Male,19,0,0,No,Private,Urban,80.54,18.5,smokes,0 +47057,Male,55,0,0,Yes,Self-employed,Urban,76.47,30.6,Unknown,0 +34045,Female,8,0,0,No,children,Urban,87.15,16.1,Unknown,0 +59691,Female,56,0,0,Yes,Govt_job,Urban,86.07,32.5,Unknown,0 +49261,Male,54,0,0,No,Private,Rural,106.52,27.4,formerly smoked,0 +30734,Male,15,0,0,No,children,Rural,94.24,30.2,Unknown,0 +72184,Female,43,0,0,Yes,Self-employed,Urban,89.73,23.5,formerly smoked,0 +37440,Male,52,0,0,Yes,Govt_job,Urban,208.39,36,formerly smoked,0 +54400,Female,62,0,0,Yes,Self-employed,Rural,128.61,24.8,never smoked,0 +56547,Male,54,0,0,Yes,Private,Rural,57.56,27.5,never smoked,0 +13598,Male,60,0,0,Yes,Self-employed,Urban,227.23,40,formerly smoked,0 +24246,Male,7,0,0,No,children,Urban,77.76,18.1,Unknown,0 +29276,Male,3,0,0,No,children,Urban,72.76,18.8,Unknown,0 +20979,Female,39,0,0,No,Private,Rural,90.11,23.6,never smoked,0 +46048,Male,60,0,0,Yes,Govt_job,Rural,203.27,29.7,never smoked,0 +35217,Female,60,1,0,Yes,Private,Urban,234.5,43.7,never smoked,0 +11816,Female,46,0,0,Yes,Self-employed,Urban,71.12,27.3,never smoked,0 +48721,Male,26,0,0,No,Private,Urban,190.67,20.2,never smoked,0 +24163,Female,12,0,0,No,children,Rural,116.04,23.8,Unknown,0 +8022,Male,16,0,0,No,Private,Urban,82.95,21.4,never smoked,0 +10950,Female,2,0,0,No,children,Urban,112.75,25.1,Unknown,0 +21830,Female,82,0,0,Yes,Private,Urban,82.63,17.9,smokes,0 +26594,Female,32,0,0,Yes,Private,Urban,92.75,34.5,smokes,0 +14789,Female,62,0,0,Yes,Private,Rural,117.63,27.1,formerly smoked,0 +46670,Female,75,1,0,Yes,Self-employed,Rural,197.06,26.1,never smoked,0 +31426,Female,81,1,0,Yes,Govt_job,Urban,216.07,43.4,never smoked,0 +64435,Female,37,0,0,Yes,Private,Rural,76.03,33.2,never smoked,0 +68789,Female,28,0,0,No,Private,Urban,62.44,37.2,Unknown,0 +56254,Female,25,0,0,No,Private,Rural,108.82,41.3,smokes,0 +17478,Male,44,0,0,Yes,Govt_job,Urban,101.66,35.4,never smoked,0 +59908,Female,11,0,0,No,children,Rural,121.15,26.1,Unknown,0 +34130,Male,54,1,0,Yes,Private,Rural,116.44,24.5,never smoked,0 +22282,Male,52,1,0,Yes,Govt_job,Rural,116.62,N/A,smokes,0 +21110,Female,43,0,0,Yes,Private,Urban,93.3,32.7,never smoked,0 +71622,Female,56,0,0,Yes,Private,Urban,144.33,29.2,never smoked,0 +10056,Female,37,0,0,Yes,Private,Urban,98.02,20.4,never smoked,0 +2424,Male,60,0,0,Yes,Private,Urban,80.67,33.5,Unknown,0 +24736,Female,4,0,0,No,children,Urban,94.27,14,Unknown,0 +8920,Female,51,0,0,Yes,Self-employed,Rural,76.35,33.5,formerly smoked,0 +62715,Male,82,0,1,Yes,Private,Urban,57.56,27.5,never smoked,0 +70615,Female,56,0,0,Yes,Govt_job,Urban,179.14,35.3,Unknown,0 +43507,Female,60,0,0,Yes,Private,Rural,63.49,30.1,never smoked,0 +43035,Male,35,0,0,Yes,Private,Rural,145.18,32.6,smokes,0 +44799,Female,32,0,0,Yes,Private,Rural,66.3,47.5,never smoked,0 +49053,Female,45,0,0,No,Private,Rural,120.56,31.6,never smoked,0 +33102,Male,10,0,0,No,children,Rural,69.2,23.5,formerly smoked,0 +59405,Female,68,1,0,Yes,Private,Urban,150.74,40.3,Unknown,0 +18283,Female,51,0,0,Yes,Govt_job,Urban,81.38,34.1,smokes,0 +4929,Male,8,0,0,No,children,Urban,78.48,16.1,Unknown,0 +37289,Female,63,0,0,Yes,Self-employed,Rural,203.87,26.4,never smoked,0 +6202,Male,4,0,0,No,children,Urban,87,19,Unknown,0 +24106,Female,33,0,0,Yes,Private,Rural,84.68,34.7,formerly smoked,0 +32126,Female,56,0,1,Yes,Private,Urban,91.89,23.3,smokes,0 +56322,Male,49,0,1,Yes,Govt_job,Rural,88.97,32.6,never smoked,0 +54869,Female,30,0,0,Yes,Private,Urban,116.98,26,never smoked,0 +40887,Male,16,0,0,No,children,Urban,135.82,35.1,never smoked,0 +29764,Female,1.8,0,0,No,children,Rural,96.62,18.6,Unknown,0 +38287,Male,54,0,0,Yes,Private,Rural,106.53,30.4,formerly smoked,0 +53426,Male,49,0,0,Yes,Private,Rural,58.42,32.8,formerly smoked,0 +14943,Female,17,0,0,No,Private,Rural,79.62,21.6,never smoked,0 +65351,Male,11,0,0,No,children,Urban,141.84,23.3,Unknown,0 +61830,Male,51,0,0,Yes,Private,Rural,78.05,31.4,never smoked,0 +71777,Male,74,1,1,Yes,Private,Rural,77.16,26.3,never smoked,0 +69059,Female,42,0,0,Yes,Private,Urban,86.3,20.1,never smoked,0 +11908,Female,69,0,0,Yes,Self-employed,Urban,83.55,28.3,formerly smoked,0 +24955,Female,22,0,0,No,Private,Rural,102,40.4,smokes,0 +61477,Female,25,0,0,No,Private,Urban,68.07,18.6,smokes,0 +724,Male,17,0,0,No,Private,Rural,81.77,44.7,never smoked,0 +22614,Male,64,0,0,No,Self-employed,Rural,82.62,25.3,smokes,0 +61997,Female,50,0,0,Yes,Private,Urban,102.03,28.3,Unknown,0 +6605,Male,52,1,0,Yes,Govt_job,Urban,235.06,39.9,formerly smoked,0 +46987,Female,65,0,1,Yes,Private,Rural,57.52,N/A,formerly smoked,0 +70428,Female,37,0,0,Yes,Govt_job,Urban,76.98,34.7,never smoked,0 +2267,Female,31,0,0,Yes,Self-employed,Urban,82.31,31.9,never smoked,0 +25476,Female,52,0,0,Yes,Private,Urban,83.84,35,Unknown,0 +52960,Female,56,0,0,Yes,Self-employed,Urban,98.14,32.7,formerly smoked,0 +56600,Female,43,0,0,Yes,Private,Rural,84.04,30.6,Unknown,0 +9394,Male,11,0,0,No,children,Rural,92.24,27.9,Unknown,0 +42400,Female,2,0,0,No,children,Urban,94.92,20.4,Unknown,0 +36210,Female,16,0,0,No,Private,Rural,112.7,29.6,never smoked,0 +34416,Male,23,0,0,No,Private,Urban,74.34,23.5,never smoked,0 +37192,Female,40,0,0,Yes,Private,Urban,72.99,46.4,Unknown,0 +20237,Male,15,0,0,No,Private,Urban,104.9,27.4,never smoked,0 +60635,Male,48,0,0,Yes,Private,Rural,99.96,25.2,never smoked,0 +32571,Male,33,0,0,Yes,Private,Urban,85.27,25.8,Unknown,0 +52368,Male,46,0,0,Yes,Private,Urban,60.32,33.3,smokes,0 +66786,Female,53,0,0,Yes,Private,Rural,94.14,27.7,smokes,0 +12668,Male,68,0,0,Yes,Self-employed,Urban,195.43,28.9,never smoked,0 +64155,Male,60,0,0,Yes,Govt_job,Rural,200.25,33.1,never smoked,0 +17885,Male,57,0,0,No,Govt_job,Rural,90.31,38.1,smokes,0 +18930,Female,51,0,0,Yes,Govt_job,Urban,95.33,27.9,never smoked,0 +15728,Female,0.4,0,0,No,children,Rural,85.65,17.4,Unknown,0 +71846,Female,76,0,0,Yes,Govt_job,Urban,223.64,27.1,smokes,0 +37515,Female,46,0,0,Yes,Govt_job,Rural,76.43,22.7,Unknown,0 +25763,Female,23,0,0,No,Private,Urban,98.66,28.3,Unknown,0 +16566,Male,9,0,0,No,children,Urban,75.84,21.5,Unknown,0 +30836,Female,53,0,0,Yes,Private,Urban,85.46,30,never smoked,0 +68060,Male,4,0,0,No,children,Urban,81.33,18.6,Unknown,0 +51958,Female,62,1,0,No,Private,Urban,199.78,45.2,Unknown,0 +45285,Male,37,0,0,Yes,Private,Urban,176.42,39.7,Unknown,0 +19271,Female,82,1,1,Yes,Self-employed,Urban,101.56,31.5,never smoked,0 +6576,Female,33,0,0,Yes,Private,Urban,84.48,23.2,formerly smoked,0 +6850,Male,3,0,0,No,children,Urban,93.21,27.3,Unknown,0 +25798,Male,14,0,0,No,Private,Urban,72.88,26.5,never smoked,0 +28611,Male,16,0,0,No,Private,Urban,84.1,19.3,Unknown,0 +15061,Male,40,0,0,Yes,Govt_job,Rural,72.84,26.1,Unknown,0 +40323,Female,18,0,0,No,Private,Urban,70.89,19.8,never smoked,0 +40842,Female,29,0,0,Yes,Private,Rural,108.14,25.1,formerly smoked,0 +23765,Female,56,0,0,Yes,Govt_job,Rural,244.3,37.3,never smoked,0 +66287,Male,33,0,0,Yes,Private,Rural,88.04,30.3,formerly smoked,0 +50804,Male,2,0,0,No,children,Rural,65.84,16.1,Unknown,0 +25927,Male,36,0,0,Yes,Private,Rural,106.73,25.1,never smoked,0 +41970,Male,30,0,0,No,Private,Urban,106.03,26.7,Unknown,0 +54206,Female,31,0,0,No,Govt_job,Urban,80.88,29.3,formerly smoked,0 +46691,Male,16,0,0,No,children,Urban,140.1,38.7,never smoked,0 +37553,Male,58,0,0,Yes,Private,Urban,127.4,35.8,formerly smoked,0 +27507,Female,19,0,0,No,Private,Urban,87.72,21.7,never smoked,0 +68209,Male,47,0,0,Yes,Govt_job,Rural,58.23,31.4,formerly smoked,0 +42841,Male,59,0,0,Yes,Private,Rural,69.37,26.9,formerly smoked,0 +51889,Female,40,0,0,Yes,Private,Urban,58.64,33,never smoked,0 +72725,Female,26,0,0,No,Govt_job,Urban,59.67,24.5,smokes,0 +18605,Female,17,0,0,No,Never_worked,Urban,78.08,44.9,never smoked,0 +23599,Female,30,0,0,No,Private,Urban,105.08,25.5,never smoked,0 +45530,Female,19,0,0,No,Private,Urban,89.3,22.1,never smoked,0 +56425,Female,78,0,0,Yes,Govt_job,Rural,61.38,24.3,Unknown,0 +69972,Female,55,0,0,Yes,Private,Rural,56.11,32.4,formerly smoked,0 +5774,Male,59,0,0,Yes,Private,Urban,223.16,N/A,Unknown,0 +13307,Male,57,0,0,Yes,Govt_job,Urban,75.53,33.1,formerly smoked,0 +72188,Male,33,0,0,No,Private,Urban,107.47,26.7,never smoked,0 +60226,Female,35,0,0,Yes,Private,Urban,76,37.9,Unknown,0 +34940,Male,32,0,0,Yes,Private,Urban,90.28,39.6,never smoked,0 +4403,Female,55,0,0,Yes,Private,Urban,65.22,19.8,never smoked,0 +33051,Male,28,0,0,No,Private,Urban,86.24,30,Unknown,0 +37668,Male,25,0,0,Yes,Govt_job,Urban,166.38,23.1,never smoked,0 +27276,Female,45,0,0,Yes,Private,Urban,78.91,34.3,Unknown,0 +37808,Female,34,0,0,No,Govt_job,Urban,226.28,38.4,Unknown,0 +21678,Male,33,0,0,Yes,Private,Urban,90.73,32.8,smokes,0 +40087,Male,65,0,0,Yes,Private,Rural,172.86,34.4,never smoked,0 +38658,Female,62,0,0,Yes,Self-employed,Rural,213.92,44.6,never smoked,0 +30353,Male,36,0,0,Yes,Private,Urban,92.23,32.8,never smoked,0 +28803,Male,31,0,0,Yes,Private,Urban,79.81,26.4,never smoked,0 +10445,Male,54,0,0,Yes,Govt_job,Rural,81.78,27.3,Unknown,0 +12812,Female,53,0,0,Yes,Private,Rural,102,32.4,never smoked,0 +72289,Female,44,0,0,Yes,Private,Rural,68.42,43.2,smokes,0 +30433,Male,77,0,0,Yes,Private,Urban,94.68,33.6,Unknown,0 +37640,Female,67,0,0,Yes,Govt_job,Rural,125.33,26.4,Unknown,0 +54378,Female,48,0,0,Yes,Self-employed,Urban,212.19,46.9,never smoked,0 +34138,Male,42,0,0,Yes,Private,Urban,89,36.3,formerly smoked,0 +72160,Male,72,1,1,Yes,Private,Rural,60.98,34.9,formerly smoked,0 +44447,Male,49,0,0,Yes,Private,Urban,58.19,29.6,smokes,0 +5927,Female,1.32,0,0,No,children,Rural,67.68,16.5,Unknown,0 +44233,Female,45,0,0,Yes,Govt_job,Rural,84.99,35.4,Unknown,0 +56021,Female,63,1,0,Yes,Private,Urban,62.13,23.6,never smoked,0 +65038,Female,33,0,0,Yes,Private,Rural,57.1,33.1,never smoked,0 +3595,Male,32,0,0,Yes,Private,Urban,97.95,40.2,smokes,0 +25783,Female,0.48,0,0,No,children,Rural,94.06,14.8,Unknown,0 +68268,Female,63,0,0,Yes,Self-employed,Urban,93.88,34.8,Unknown,0 +7564,Male,70,0,0,Yes,Private,Rural,90.3,33.5,formerly smoked,0 +26723,Female,57,0,0,Yes,Private,Urban,83.14,31.9,never smoked,0 +9995,Male,8,0,0,No,children,Urban,118.66,16.1,Unknown,0 +68074,Male,54,0,0,Yes,Private,Rural,100.47,50.2,formerly smoked,0 +8385,Male,37,0,0,Yes,Private,Urban,90.78,35.9,Unknown,0 +21796,Male,59,0,0,Yes,Private,Urban,66.46,39.6,formerly smoked,0 +53115,Female,78,0,0,Yes,Govt_job,Urban,73.56,27.5,formerly smoked,0 +27623,Female,59,0,0,Yes,Private,Urban,200.8,32.3,Unknown,0 +70823,Female,10,0,0,No,children,Urban,57.28,15.4,never smoked,0 +5173,Male,21,0,0,No,Private,Rural,92.87,28.4,smokes,0 +21852,Male,2,0,0,No,children,Rural,96.47,19.5,Unknown,0 +24711,Female,55,0,0,Yes,Govt_job,Urban,99.44,25,formerly smoked,0 +21967,Female,20,0,0,Yes,Private,Urban,77.96,26.3,smokes,0 +36793,Female,38,1,0,Yes,Private,Rural,60.13,39.6,never smoked,0 +37492,Female,33,0,0,Yes,Private,Rural,88.17,38.6,formerly smoked,0 +45658,Male,14,0,0,No,Private,Rural,84.41,33.9,never smoked,0 +6264,Male,32,0,0,Yes,Private,Rural,72.34,32.2,Unknown,0 +37507,Female,32,0,0,No,Private,Rural,68.72,25.1,never smoked,0 +50557,Female,68,0,0,Yes,Self-employed,Urban,222.58,37.4,smokes,0 +21973,Male,70,0,0,Yes,Private,Rural,66.06,30.1,formerly smoked,0 +53346,Female,24,0,0,Yes,Private,Rural,156.43,27,formerly smoked,0 +41210,Male,44,0,0,No,Self-employed,Urban,105.76,32.4,formerly smoked,0 +29078,Male,39,0,0,Yes,Govt_job,Rural,73.07,26.8,smokes,0 +24873,Female,81,0,0,Yes,Private,Rural,99.48,27.2,never smoked,0 +15387,Male,19,0,0,No,Private,Rural,79.6,36.7,Unknown,0 +63880,Female,69,0,0,Yes,Self-employed,Urban,70,36,never smoked,0 +49833,Female,42,0,0,Yes,Govt_job,Rural,112.98,37.2,formerly smoked,0 +43773,Male,8,0,0,No,children,Urban,61.07,19.1,Unknown,0 +53095,Male,8,0,0,No,children,Rural,63.43,21.8,Unknown,0 +56185,Female,28,0,0,No,Private,Urban,73.2,26.5,smokes,0 +57043,Female,66,0,0,Yes,Self-employed,Urban,102.73,35,formerly smoked,0 +55545,Female,66,0,0,Yes,Self-employed,Rural,74.88,32.6,never smoked,0 +60899,Female,47,0,0,Yes,Private,Urban,122.43,23.9,never smoked,0 +16136,Female,78,0,0,Yes,Self-employed,Urban,84.21,33.7,never smoked,0 +11843,Female,65,0,0,Yes,Self-employed,Rural,80.42,29.4,formerly smoked,0 +3609,Male,78,0,0,Yes,Private,Urban,80.44,29,never smoked,0 +29172,Female,68,0,0,Yes,Self-employed,Rural,80.63,20.2,never smoked,0 +49894,Female,78,1,1,Yes,Private,Rural,206.53,N/A,never smoked,0 +6048,Female,65,0,0,Yes,Private,Urban,104.12,27.4,never smoked,0 +16029,Female,70,0,0,Yes,Self-employed,Rural,96.82,25,never smoked,0 +63022,Female,59,0,0,Yes,Self-employed,Urban,88.1,30.7,never smoked,0 +40041,Male,31,0,0,No,Self-employed,Rural,64.85,23,Unknown,0 +6924,Female,32,0,0,Yes,Private,Rural,102.87,26.6,smokes,0 +22590,Male,5,0,0,No,children,Urban,83.75,18.1,Unknown,0 +25878,Male,55,0,0,Yes,Self-employed,Rural,97.68,47.1,formerly smoked,0 +11169,Female,61,0,0,Yes,Private,Urban,97.58,29.7,formerly smoked,0 +44355,Female,48,0,0,Yes,Private,Rural,74.16,19.9,never smoked,0 +31113,Female,1.16,0,0,No,children,Urban,86,13.3,Unknown,0 +46514,Female,50,0,0,Yes,Govt_job,Urban,100.93,32.7,never smoked,0 +67466,Male,63,1,0,Yes,Private,Urban,232.78,31.8,formerly smoked,0 +3612,Male,67,0,0,Yes,Private,Rural,86.96,31.4,formerly smoked,0 +66590,Female,43,0,0,Yes,Self-employed,Urban,67.5,20.4,formerly smoked,0 +19611,Male,59,0,0,Yes,Private,Urban,81.21,33.2,smokes,0 +47216,Male,47,0,0,Yes,Private,Rural,110.14,30.5,smokes,0 +55591,Male,50,0,0,Yes,Private,Urban,120.44,30.3,never smoked,0 +24381,Male,51,0,1,Yes,Self-employed,Urban,187.47,34.2,never smoked,0 +8037,Male,44,0,1,No,Govt_job,Urban,94.62,34.4,Unknown,0 +23911,Female,39,0,0,No,Private,Rural,89.57,48.1,never smoked,0 +31596,Female,24,0,0,No,Private,Urban,95.31,22.8,never smoked,0 +44647,Male,62,0,0,No,Govt_job,Rural,75.07,30.5,never smoked,0 +51486,Female,61,0,0,Yes,Private,Rural,106.65,35.9,formerly smoked,0 +18263,Female,78,0,0,Yes,Self-employed,Urban,234.06,33.7,never smoked,0 +41930,Male,15,0,0,No,Private,Rural,144.15,24.1,never smoked,0 +45922,Female,23,0,0,No,Private,Urban,58.81,25.4,never smoked,0 +52934,Male,79,0,0,Yes,Self-employed,Urban,242.62,25.5,never smoked,0 +18020,Male,57,0,0,Yes,Private,Urban,93.04,29.2,never smoked,0 +2044,Female,70,0,1,Yes,Self-employed,Rural,65.68,N/A,Unknown,0 +63467,Male,9,0,0,No,children,Urban,150,17.4,Unknown,0 +38642,Male,55,0,0,Yes,Private,Urban,63.56,29.9,Unknown,0 +5387,Female,82,0,0,No,Private,Rural,96.98,21.5,never smoked,0 +68417,Female,19,0,0,No,Private,Rural,66.7,24.7,never smoked,0 +22477,Male,41,0,0,Yes,Private,Rural,79.66,25.1,Unknown,0 +23968,Female,79,0,0,Yes,Govt_job,Rural,90.16,34.4,never smoked,0 +8111,Female,23,0,0,No,Private,Rural,104.09,27.9,Unknown,0 +15282,Female,77,0,0,Yes,Private,Rural,90.96,31.5,formerly smoked,0 +54395,Female,78,1,0,Yes,Self-employed,Rural,152.38,31.8,never smoked,0 +25408,Female,24,0,0,Yes,Self-employed,Rural,114.54,30.1,smokes,0 +69284,Female,81,1,0,Yes,Self-employed,Urban,174.54,26.4,never smoked,0 +28348,Female,46,0,0,Yes,Private,Rural,106.47,27.2,Unknown,0 +46015,Female,29,0,0,No,Private,Urban,73.63,22.5,smokes,0 +69047,Female,59,0,0,Yes,Govt_job,Urban,98.52,29.8,formerly smoked,0 +39706,Male,41,0,0,Yes,Self-employed,Rural,62.93,26.1,smokes,0 +9143,Female,17,0,0,No,Private,Urban,67.87,24.9,formerly smoked,0 +64879,Female,8,0,0,No,children,Rural,120.43,23.5,Unknown,0 +17130,Female,23,0,0,No,Private,Rural,76.56,30.1,never smoked,0 +16420,Female,45,0,0,Yes,Private,Urban,108.03,37.3,never smoked,0 +7529,Male,67,0,0,Yes,Private,Rural,83.16,25.5,formerly smoked,0 +54022,Female,78,0,0,Yes,Self-employed,Rural,67.9,35.3,never smoked,0 +35660,Male,18,0,0,No,Private,Rural,115.46,27.6,Unknown,0 +50605,Female,35,0,0,Yes,Private,Rural,123.94,28.7,never smoked,0 +27803,Female,54,0,0,Yes,Govt_job,Urban,231.54,29.9,never smoked,0 +68981,Female,71,1,0,Yes,Govt_job,Urban,219.8,34.2,formerly smoked,0 +61505,Female,24,0,0,No,Private,Rural,187.99,24.9,smokes,0 +70677,Male,60,0,0,Yes,Private,Rural,234.45,36.8,formerly smoked,0 +49620,Male,75,0,0,Yes,Private,Rural,75.47,24.5,formerly smoked,0 +5319,Male,48,0,0,Yes,Private,Rural,98.24,34.6,never smoked,0 +51100,Male,62,0,0,Yes,Govt_job,Rural,66.2,30,Unknown,0 +163,Female,20,0,0,No,Private,Rural,94.67,28.8,Unknown,0 +55140,Male,69,1,0,No,Private,Urban,75.95,28.6,never smoked,0 +52882,Female,60,0,0,Yes,Govt_job,Rural,111.79,23.6,smokes,0 +54344,Female,12,0,0,No,children,Rural,80.89,20.1,Unknown,0 +2550,Female,28,0,0,Yes,Govt_job,Rural,86.91,21.1,formerly smoked,0 +58610,Female,55,0,0,Yes,Private,Urban,59.36,34.1,smokes,0 +16902,Female,70,0,1,Yes,Self-employed,Urban,240.69,N/A,smokes,0 +60603,Female,51,0,0,No,Private,Rural,66.67,29.5,never smoked,0 +808,Female,16,0,0,No,Private,Rural,87.54,37.8,never smoked,0 +61881,Male,56,0,0,No,Self-employed,Urban,139.87,31.2,smokes,0 +41600,Male,52,0,0,Yes,Private,Rural,67.92,31.1,never smoked,0 +12786,Female,59,0,0,Yes,Private,Urban,83.62,34.2,Unknown,0 +11935,Female,9,0,0,No,children,Rural,110.97,17.7,Unknown,0 +44655,Female,34,0,0,Yes,Private,Rural,70.53,39.2,never smoked,0 +48644,Female,47,0,0,Yes,Self-employed,Rural,115.91,22.2,formerly smoked,0 +41527,Male,46,0,0,Yes,Private,Urban,59.74,29.5,smokes,0 +50975,Male,49,0,0,Yes,Private,Rural,62.64,27,never smoked,0 +49179,Male,10,0,0,No,children,Rural,84.81,16.8,never smoked,0 +27509,Female,76,1,0,Yes,Self-employed,Urban,78.68,23.3,never smoked,0 +19191,Male,82,0,0,Yes,Private,Urban,217.57,33.5,formerly smoked,0 +25149,Female,3,0,0,No,children,Rural,79.76,15.6,Unknown,0 +42626,Female,76,1,0,Yes,Govt_job,Rural,63.28,28.2,never smoked,0 +2578,Male,16,0,0,No,Govt_job,Rural,78.48,22.6,never smoked,0 +55975,Female,44,0,0,Yes,Govt_job,Rural,70.48,20.2,never smoked,0 +62182,Female,17,0,0,No,Private,Rural,120.96,22.2,formerly smoked,0 +12037,Female,73,0,0,Yes,Self-employed,Rural,77.29,22.6,never smoked,0 +21963,Male,31,0,0,Yes,Private,Urban,108.51,26.7,Unknown,0 +26250,Male,17,0,0,No,Self-employed,Urban,113.85,22.9,Unknown,0 +13960,Female,18,0,0,No,Never_worked,Urban,97.65,21.5,Unknown,0 +56573,Male,73,0,0,Yes,Private,Rural,121.83,30.3,formerly smoked,0 +10659,Female,8,0,0,No,children,Urban,81.53,14.8,Unknown,0 +50763,Male,42,0,0,Yes,Govt_job,Urban,58.35,24.3,never smoked,0 +62075,Female,40,0,0,Yes,Private,Urban,65.42,17.4,formerly smoked,0 +10119,Male,79,0,0,Yes,Private,Rural,69.34,29,never smoked,0 +48127,Male,53,0,0,Yes,Self-employed,Urban,109.09,26.3,smokes,0 +65892,Female,58,0,0,Yes,Self-employed,Urban,66.71,51.7,never smoked,0 +33370,Female,48,0,0,Yes,Private,Rural,114.92,29.2,Unknown,0 +59049,Female,17,0,0,No,Private,Rural,120.58,18.3,never smoked,0 +53896,Female,23,0,0,No,Private,Rural,165.36,21.9,smokes,0 +21980,Male,9,0,0,No,children,Urban,66.11,16.3,Unknown,0 +70497,Female,81,1,1,Yes,Private,Rural,126.34,27.4,smokes,0 +58652,Female,16,0,0,No,Never_worked,Rural,68.27,20.4,never smoked,0 +30335,Male,21,0,0,No,Private,Rural,92.86,23.2,never smoked,0 +26305,Male,29,0,0,No,Self-employed,Rural,96.77,30.3,formerly smoked,0 +31227,Male,8,0,0,No,children,Rural,89.24,16.7,Unknown,0 +5581,Female,39,0,0,Yes,Private,Rural,89.32,31,formerly smoked,0 +1989,Male,37,0,0,Yes,Private,Rural,107.06,N/A,smokes,0 +43803,Female,64,0,0,Yes,Private,Urban,65.63,33.5,smokes,0 +41395,Male,9,0,0,No,children,Urban,123.66,17,Unknown,0 +71784,Male,17,0,0,No,Private,Rural,63.82,19.4,smokes,0 +57979,Male,8,0,0,No,children,Rural,108.06,14.6,Unknown,0 +54437,Male,62,0,0,Yes,Self-employed,Rural,136.18,32.2,Unknown,0 +67159,Male,73,1,0,No,Govt_job,Urban,71.29,37.7,never smoked,0 +7230,Male,48,0,0,Yes,Govt_job,Rural,76.58,27.4,never smoked,0 +68306,Male,17,0,0,No,Private,Rural,119.58,25,never smoked,0 +33087,Female,10,0,0,No,children,Urban,109.3,20.1,Unknown,0 +40850,Female,74,0,0,Yes,Govt_job,Urban,111.94,21.7,never smoked,0 +57612,Male,62,0,0,Yes,Private,Urban,81.64,38.2,never smoked,0 +37029,Male,5,0,0,No,children,Rural,97.64,17,Unknown,0 +338,Female,43,0,0,Yes,Private,Rural,110.32,28.4,never smoked,0 +9565,Female,39,0,0,No,Private,Rural,79,30,never smoked,0 +3623,Female,37,0,0,Yes,Self-employed,Urban,95.08,34.1,never smoked,0 +69723,Male,15,0,0,No,Private,Urban,137.27,19.3,never smoked,0 +47662,Female,36,0,0,No,Self-employed,Urban,57.83,21.6,smokes,0 +58495,Male,34,0,0,Yes,Private,Rural,84.08,32.9,never smoked,0 +71222,Male,75,1,0,Yes,Private,Urban,234.51,27.2,formerly smoked,0 +37865,Male,53,0,0,Yes,Private,Urban,142.64,27.8,smokes,0 +20185,Female,61,0,0,Yes,Self-employed,Rural,69.77,29.9,never smoked,0 +41875,Female,45,0,0,Yes,Private,Urban,71.4,28.4,smokes,0 +67602,Female,17,0,0,No,Private,Urban,79.61,24.1,Unknown,0 +40387,Female,17,0,0,No,Private,Rural,77.46,24,Unknown,0 +43208,Female,19,0,0,No,Private,Urban,96.85,23.4,Unknown,0 +54324,Female,54,1,0,No,Govt_job,Urban,182.22,32.6,formerly smoked,0 +51110,Female,51,0,0,Yes,Self-employed,Urban,67.26,33.1,formerly smoked,0 +36969,Female,44,0,0,Yes,Private,Rural,60.02,33.8,formerly smoked,0 +48118,Female,82,0,0,Yes,Self-employed,Urban,113.45,30.3,never smoked,0 +4607,Female,49,0,0,Yes,Self-employed,Urban,112.31,36.9,Unknown,0 +62471,Female,34,0,0,Yes,Self-employed,Rural,68.53,29.7,never smoked,0 +43821,Female,63,1,0,Yes,Private,Rural,57.15,38.8,never smoked,0 +7218,Female,79,0,0,Yes,Private,Rural,214.73,30.9,never smoked,0 +23427,Female,81,0,0,Yes,Private,Rural,91.82,36.9,Unknown,0 +66014,Female,14,0,0,No,children,Urban,71.8,18.8,Unknown,0 +41652,Female,31,0,0,No,Private,Urban,63.41,25.5,formerly smoked,0 +16605,Male,57,0,0,Yes,Private,Urban,106.24,32.3,never smoked,0 +42091,Male,32,0,0,Yes,Govt_job,Rural,83.01,25.8,smokes,0 +66067,Male,66,0,0,Yes,Private,Rural,67.92,31.1,formerly smoked,0 +50222,Female,22,0,0,No,Private,Rural,74.99,27.9,smokes,0 +41214,Female,1.32,0,0,No,children,Rural,75.22,18.6,Unknown,0 +72386,Female,20,0,0,No,Private,Urban,61.88,20.1,never smoked,0 +14918,Female,41,0,0,Yes,Private,Urban,65.67,26.7,smokes,0 +55457,Female,48,0,0,Yes,Private,Urban,110.18,30.3,smokes,0 +63323,Male,49,1,0,Yes,Self-employed,Rural,119.3,30.4,formerly smoked,0 +35446,Male,73,0,0,Yes,Govt_job,Rural,208.69,30,Unknown,0 +8208,Male,19,0,0,No,Private,Rural,95.18,24.9,smokes,0 +5131,Female,51,0,0,Yes,Private,Urban,107.72,60.9,Unknown,0 +68157,Male,1.08,0,0,No,children,Rural,83.27,24.3,Unknown,0 +4795,Female,31,0,0,No,Private,Rural,90.29,38.7,Unknown,0 +7581,Male,4,0,0,No,children,Urban,81.87,18.6,Unknown,0 +47383,Male,1.8,0,0,No,children,Urban,153.31,17.1,Unknown,0 +14036,Male,44,0,0,Yes,Private,Rural,101.46,29.4,Unknown,0 +25942,Female,4,0,0,No,children,Urban,72.49,16.9,Unknown,0 +24018,Male,55,0,0,Yes,Private,Rural,86.58,34.2,never smoked,0 +27801,Female,34,0,0,Yes,Private,Urban,113.26,27.6,never smoked,0 +52978,Female,30,0,0,Yes,Private,Urban,84.92,47.8,never smoked,0 +15593,Female,7,0,0,No,children,Urban,128.17,18.9,Unknown,0 +11098,Male,75,0,0,Yes,Govt_job,Rural,93.93,24.4,formerly smoked,0 +12015,Male,14,0,0,No,children,Urban,99.87,25.2,Unknown,0 +47348,Female,61,0,0,Yes,Private,Urban,129.31,30.7,formerly smoked,0 +44155,Female,55,0,0,Yes,Govt_job,Urban,89.43,26.1,formerly smoked,0 +62656,Female,14,0,0,No,children,Rural,101.6,25.3,never smoked,0 +8838,Female,36,0,0,No,Private,Rural,66.55,32.8,smokes,0 +42563,Female,57,1,1,Yes,Private,Rural,231.72,45.7,formerly smoked,0 +31254,Female,20,0,0,No,Private,Urban,96.69,24.6,Unknown,0 +27922,Male,32,0,0,Yes,Private,Rural,102.13,32.3,never smoked,0 +1696,Female,43,0,0,Yes,Private,Urban,100.88,47.6,smokes,0 +54162,Male,43,0,0,Yes,Private,Rural,66.22,34.4,Unknown,0 +70396,Female,1.08,0,0,No,children,Urban,109.33,18.2,Unknown,0 +65907,Female,49,0,0,Yes,Private,Urban,206.53,44.5,smokes,0 +49451,Female,53,0,0,Yes,Private,Rural,83.91,36.6,Unknown,0 +68601,Female,18,0,0,No,Private,Urban,67.92,19.4,never smoked,0 +13236,Female,13,0,0,No,children,Rural,73.48,22.9,Unknown,0 +65998,Male,5,0,0,No,children,Rural,101.31,20,Unknown,0 +5875,Female,37,0,0,Yes,Private,Urban,103.66,36.1,smokes,0 +47427,Male,49,0,0,Yes,Self-employed,Urban,70.73,27.3,formerly smoked,0 +29734,Female,45,0,0,No,Govt_job,Rural,77.45,42.2,formerly smoked,0 +72715,Female,50,0,1,Yes,Private,Urban,193.8,26.4,never smoked,0 +59847,Female,12,0,0,No,children,Rural,114.34,23.6,never smoked,0 +59911,Male,12,0,0,No,children,Urban,69.25,18.6,Unknown,0 +13583,Female,5,0,0,No,children,Rural,88.44,18,Unknown,0 +22897,Male,39,0,0,Yes,Private,Rural,84.09,31.1,formerly smoked,0 +11898,Female,41,0,0,Yes,Private,Urban,87.06,30,never smoked,0 +14785,Female,41,0,0,Yes,Private,Rural,92.64,43.8,never smoked,0 +45163,Female,47,0,0,Yes,Private,Urban,99.36,23.8,smokes,0 +57254,Female,57,0,0,Yes,Private,Rural,135.63,36.2,formerly smoked,0 +30658,Male,16,0,0,No,children,Rural,82.44,32.6,Unknown,0 +32617,Male,3,0,0,No,children,Urban,81.88,18,Unknown,0 +65376,Female,65,0,0,Yes,Self-employed,Urban,95.44,25.5,smokes,0 +1731,Female,80,0,0,No,Self-employed,Urban,72.71,29.9,never smoked,0 +38441,Female,58,0,0,Yes,Private,Urban,65.45,32.1,never smoked,0 +22147,Female,74,0,0,Yes,Private,Urban,203.01,25.4,never smoked,0 +50663,Female,62,0,0,Yes,Govt_job,Urban,110.84,23.4,smokes,0 +19165,Male,33,0,0,Yes,Private,Urban,83.12,23.4,Unknown,0 +60562,Female,21,0,0,No,Private,Rural,55.12,21.8,never smoked,0 +22013,Female,17,0,0,No,Private,Rural,105.91,30.8,never smoked,0 +39936,Female,49,0,0,Yes,Private,Rural,61.57,37.9,formerly smoked,0 +6517,Female,24,0,0,Yes,Govt_job,Urban,83.1,42.5,smokes,0 +62576,Female,56,0,0,Yes,Private,Urban,66.32,23.4,never smoked,0 +18636,Female,26,0,0,Yes,Govt_job,Urban,72.56,35.4,never smoked,0 +24299,Male,54,1,0,Yes,Self-employed,Rural,97.99,32.3,smokes,0 +40826,Female,42,0,0,No,Private,Urban,63.27,27,never smoked,0 +53323,Female,34,0,0,No,Govt_job,Urban,79.6,46.3,never smoked,0 +28717,Female,56,1,0,Yes,Private,Rural,177.56,30.1,never smoked,0 +53028,Female,39,0,0,Yes,Private,Rural,81.31,34.7,never smoked,0 +57757,Female,77,0,0,Yes,Self-employed,Rural,59.91,18.3,never smoked,0 +54795,Female,12,0,0,No,children,Rural,132.85,16.2,never smoked,0 +70267,Male,65,0,0,Yes,Private,Rural,198.84,33.2,formerly smoked,0 +34084,Male,7,0,0,No,children,Urban,77.12,18.6,Unknown,0 +20258,Male,25,0,0,No,Private,Urban,87.17,25.1,never smoked,0 +65333,Female,31,0,0,Yes,Private,Rural,96.03,24.1,Unknown,0 +56629,Female,14,0,0,No,Private,Rural,83.56,33.1,Unknown,0 +22417,Female,5,0,0,No,children,Rural,80.93,24.8,Unknown,0 +49925,Female,60,0,0,Yes,Private,Rural,84.54,23.4,smokes,0 +72696,Female,53,0,0,Yes,Private,Urban,70.51,54.1,never smoked,0 +39708,Male,55,0,0,Yes,Private,Rural,56.87,28.9,formerly smoked,0 +60426,Female,69,0,0,Yes,Self-employed,Urban,67.55,38.1,Unknown,0 +70540,Female,39,0,0,Yes,Private,Urban,243.52,37.2,smokes,0 +37622,Female,0.32,0,0,No,children,Urban,108.63,19.6,Unknown,0 +44813,Female,34,0,0,No,Private,Rural,69.06,29,smokes,0 +47153,Female,80,0,0,Yes,Private,Urban,73.89,26.7,formerly smoked,0 +8175,Male,20,0,0,No,Private,Urban,84.49,20.5,never smoked,0 +61528,Female,45,0,0,Yes,Govt_job,Urban,73.71,34.1,never smoked,0 +38771,Female,41,0,0,No,Govt_job,Urban,129.01,42.4,Unknown,0 +31189,Male,54,0,0,Yes,Govt_job,Urban,72.96,37.7,smokes,0 +27804,Male,23,0,0,No,Private,Rural,110.23,39.1,Unknown,0 +41842,Male,75,0,0,Yes,Govt_job,Rural,79.49,28.9,Unknown,0 +11962,Male,36,0,0,Yes,Private,Urban,89.33,30.7,never smoked,0 +45404,Female,75,0,0,Yes,Private,Rural,68.38,33.8,Unknown,0 +4062,Male,72,0,1,Yes,Private,Rural,238.27,N/A,smokes,0 +63650,Female,47,0,0,Yes,Govt_job,Urban,135.79,32.1,formerly smoked,0 +72186,Female,15,0,0,No,Private,Rural,82.19,40.5,never smoked,0 +40240,Male,40,1,0,Yes,Self-employed,Urban,93.2,24.8,smokes,0 +25931,Female,71,0,0,Yes,Self-employed,Urban,208.31,31.8,formerly smoked,0 +21292,Male,38,0,0,Yes,Private,Rural,111.33,27,never smoked,0 +25391,Female,10,0,0,No,children,Rural,69.84,13.7,Unknown,0 +65469,Male,11,0,0,No,children,Rural,121.71,23.4,never smoked,0 +29487,Male,0.72,0,0,No,children,Urban,80.08,16.4,Unknown,0 +63575,Male,9,0,0,No,children,Urban,84.4,14.9,Unknown,0 +30457,Female,53,1,0,Yes,Govt_job,Rural,98.61,38.8,smokes,0 +5951,Male,28,1,0,No,Private,Urban,86.61,38.6,smokes,0 +8690,Female,81,0,0,Yes,Private,Urban,80.44,32.2,never smoked,0 +32147,Male,1.32,0,0,No,children,Rural,107.02,N/A,Unknown,0 +47691,Male,16,0,0,No,Private,Rural,97.23,30.6,never smoked,0 +25982,Male,24,0,0,No,Private,Rural,91.21,28.1,formerly smoked,0 +70058,Female,62,1,0,Yes,Self-employed,Urban,103.69,35.2,smokes,0 +61868,Female,62,0,0,Yes,Private,Urban,74.12,21.8,formerly smoked,0 +46086,Female,59,0,0,Yes,Private,Urban,71.08,28.1,never smoked,0 +68596,Female,19,0,0,No,Private,Urban,58.39,28.2,never smoked,0 +10281,Female,51,1,0,Yes,Self-employed,Rural,176.34,28.4,never smoked,0 +31409,Male,38,0,0,Yes,Private,Rural,73.76,37.4,never smoked,0 +54067,Female,26,0,0,No,Private,Rural,67.21,21.8,formerly smoked,0 +9731,Male,13,0,0,No,children,Urban,87.98,19.8,Unknown,0 +24009,Male,4,0,0,No,children,Urban,94.23,16.2,Unknown,0 +61694,Male,55,0,0,Yes,Self-employed,Rural,111.36,33.6,never smoked,0 +7453,Female,44,0,0,Yes,Private,Urban,84.07,21.2,smokes,0 +66405,Female,31,0,0,Yes,Private,Urban,117.31,28.4,never smoked,0 +2138,Male,58,0,0,Yes,Govt_job,Urban,84.94,N/A,never smoked,0 +66650,Female,17,0,0,No,Private,Urban,68.86,41.1,never smoked,0 +59945,Female,23,0,0,No,Private,Urban,132.88,24.9,never smoked,0 +16245,Male,51,1,0,Yes,Self-employed,Rural,211.83,56.6,never smoked,0 +68094,Female,46,0,0,Yes,Private,Rural,124.92,28.8,Unknown,0 +64661,Female,81,0,0,No,Self-employed,Urban,57.42,33.7,never smoked,0 +61376,Male,38,0,0,Yes,Private,Urban,215.69,38.6,formerly smoked,0 +47236,Female,50,0,0,Yes,Private,Urban,154.67,33.8,never smoked,0 +875,Female,34,0,0,No,Private,Urban,67.66,22.4,never smoked,0 +63986,Male,60,0,0,Yes,Private,Rural,153.48,37.3,never smoked,0 +55410,Female,50,0,0,Yes,Self-employed,Urban,62.63,23.4,never smoked,0 +63287,Female,49,0,0,Yes,Private,Urban,77.93,39.1,smokes,0 +3720,Female,2,0,0,No,children,Rural,80.3,21.2,Unknown,0 +20274,Male,47,0,0,Yes,Private,Urban,106.69,31.2,Unknown,0 +50338,Female,34,0,0,Yes,Private,Urban,83.07,28,formerly smoked,0 +58209,Female,22,0,0,No,Private,Urban,140.14,21.1,never smoked,0 +20634,Female,11,0,0,No,children,Urban,92.65,15.7,never smoked,0 +3251,Male,54,0,0,Yes,Private,Urban,111.37,29.1,formerly smoked,0 +12677,Female,60,0,0,Yes,Private,Rural,99,26.1,never smoked,0 +45160,Male,3,0,0,No,children,Rural,78.24,16.2,Unknown,0 +67940,Female,46,0,0,Yes,Govt_job,Rural,83.88,27.1,never smoked,0 +8145,Male,30,0,0,No,Private,Urban,86.21,28.8,smokes,0 +39393,Female,63,0,0,Yes,Private,Urban,57.06,37.9,never smoked,0 +57710,Female,50,0,0,Yes,Private,Rural,112.25,21.6,Unknown,0 +12487,Male,65,0,0,Yes,Private,Urban,81.06,30.1,smokes,0 +16513,Male,78,0,0,Yes,Private,Urban,104.37,29.7,never smoked,0 +42297,Female,36,0,0,Yes,Private,Urban,124.31,26.4,Unknown,0 +63656,Female,18,0,0,No,Private,Urban,101.95,46,formerly smoked,0 +56233,Female,44,0,0,No,Private,Rural,116.95,26.1,never smoked,0 +22591,Female,4,0,0,No,children,Urban,99.76,23.2,Unknown,0 +23757,Female,60,0,0,No,Private,Urban,105.48,28.4,Unknown,0 +19601,Female,19,0,0,No,Private,Urban,100.6,20.5,never smoked,0 +61801,Male,15,0,0,No,Private,Urban,65.05,24.6,Unknown,0 +949,Male,20,0,0,No,Private,Rural,75.9,32.2,never smoked,0 +10995,Male,76,1,0,Yes,Private,Rural,267.6,30.5,never smoked,0 +1503,Male,31,0,0,No,Private,Urban,215.07,N/A,smokes,0 +37431,Female,39,0,0,Yes,Govt_job,Urban,109.03,24.9,Unknown,0 +53697,Male,58,0,1,Yes,Private,Rural,225.35,26.5,smokes,0 +67012,Male,64,1,0,Yes,Private,Rural,196.26,34.5,Unknown,0 +30525,Female,79,0,0,Yes,Govt_job,Urban,95.42,21.5,formerly smoked,0 +25860,Female,11,0,0,No,children,Rural,123.04,15.9,Unknown,0 +21743,Male,4,0,0,No,children,Urban,85.88,17.7,Unknown,0 +25833,Female,43,0,0,Yes,Private,Rural,107.43,26.5,never smoked,0 +64652,Female,44,0,0,Yes,Private,Rural,56.85,24.4,never smoked,0 +45710,Female,37,0,0,Yes,Govt_job,Rural,102.15,26.6,Unknown,0 +27853,Female,34,0,0,Yes,Self-employed,Rural,88.68,23.9,never smoked,0 +5964,Female,59,0,0,Yes,Private,Urban,182.52,30.1,Unknown,0 +6976,Female,40,0,0,Yes,Private,Urban,93.97,23.6,never smoked,0 +11145,Female,8,0,0,No,children,Urban,104.03,18.4,Unknown,0 +39229,Female,24,0,0,Yes,Private,Rural,67.99,32.1,never smoked,0 +14189,Male,18,0,0,No,Private,Rural,83.37,24.4,Unknown,0 +49929,Male,20,0,0,No,Private,Rural,124.66,27.3,never smoked,0 +56328,Female,70,0,0,Yes,Private,Rural,212.87,34.8,never smoked,0 +26742,Female,68,0,0,Yes,Govt_job,Urban,96.75,28.4,formerly smoked,0 +63158,Male,17,0,0,No,Private,Urban,63.28,40.2,Unknown,0 +27435,Female,17,0,0,No,Private,Urban,82.64,31.1,Unknown,0 +10829,Female,21,0,0,No,Private,Rural,71.34,24,never smoked,0 +70593,Female,38,0,0,Yes,Private,Rural,183.43,38.1,formerly smoked,0 +42647,Female,59,0,0,Yes,Govt_job,Urban,101.19,29.9,formerly smoked,0 +48109,Female,79,0,1,Yes,Private,Rural,88.51,24.5,never smoked,0 +40732,Female,50,0,0,Yes,Self-employed,Rural,126.85,49.5,formerly smoked,0 +58635,Female,72,0,0,Yes,Self-employed,Urban,74.17,35.5,formerly smoked,0 +844,Female,54,0,0,Yes,Private,Urban,76.04,29.5,smokes,0 +14688,Female,44,0,0,Yes,Private,Urban,73.87,28.8,smokes,0 +23026,Female,48,0,0,Yes,Private,Rural,99.07,22.1,never smoked,0 +30463,Male,29,0,0,No,Private,Urban,82.93,29.4,formerly smoked,0 +50140,Female,44,0,0,Yes,Govt_job,Rural,133.24,45,smokes,0 +36837,Female,61,0,0,Yes,Self-employed,Urban,69.88,27.1,never smoked,0 +57333,Female,58,0,0,Yes,Govt_job,Rural,69.12,28.3,Unknown,0 +19826,Female,81,0,0,Yes,Self-employed,Rural,86.05,20.1,formerly smoked,0 +37713,Male,29,0,0,Yes,Private,Urban,185.27,31.3,never smoked,0 +6278,Male,5,0,0,No,children,Urban,97.46,17.6,Unknown,0 +15517,Female,35,0,0,Yes,Private,Urban,81.9,24.5,never smoked,0 +25326,Female,40,0,0,No,Private,Rural,99.58,24.1,Unknown,0 +57034,Female,37,0,0,No,Private,Rural,124.54,31.3,never smoked,0 +70718,Male,33,0,0,Yes,Private,Rural,153.34,31.5,never smoked,0 +47461,Female,35,0,0,Yes,Private,Urban,112.35,29.9,Unknown,0 +50091,Female,38,0,0,No,Govt_job,Urban,160.76,30.2,smokes,0 +62416,Female,26,0,0,Yes,Private,Rural,73.29,27.8,never smoked,0 +5288,Male,10,0,0,No,children,Urban,108.08,15.6,Unknown,0 +66951,Female,72,0,0,Yes,Private,Urban,206.49,26.3,never smoked,0 +28335,Male,21,0,0,Yes,Private,Rural,77.42,24.8,never smoked,0 +67465,Female,20,0,0,No,Private,Rural,117.59,17.1,never smoked,0 +67426,Female,1.24,0,0,No,children,Rural,61.94,20.3,Unknown,0 +19508,Female,26,0,0,No,Private,Urban,116.68,18.7,formerly smoked,0 +65405,Female,79,0,0,No,Private,Urban,253.86,28.8,formerly smoked,0 +49773,Female,78,0,0,Yes,Private,Urban,203.36,28.7,formerly smoked,0 +57159,Male,56,0,0,Yes,Self-employed,Rural,125.87,24.6,never smoked,0 +69710,Female,46,0,0,No,Self-employed,Rural,64.09,25.3,never smoked,0 +58834,Male,55,0,0,Yes,Govt_job,Urban,65.33,29.7,Unknown,0 +42007,Male,41,0,0,No,Private,Rural,70.15,N/A,formerly smoked,0 +5121,Male,30,0,0,Yes,Private,Urban,96.84,21.1,Unknown,0 +44878,Male,53,0,0,Yes,Private,Rural,175.92,26.9,smokes,0 +40220,Male,32,0,0,No,Private,Rural,100.65,26.2,formerly smoked,0 +19692,Male,38,0,0,No,Private,Rural,112.39,26.3,Unknown,0 +27616,Male,33,0,0,Yes,Govt_job,Rural,81.1,24.8,never smoked,0 +19801,Female,44,0,0,Yes,Private,Rural,98.3,25,never smoked,0 +21467,Male,44,0,0,Yes,Private,Urban,89.68,34.6,Unknown,0 +25102,Female,51,0,0,Yes,Govt_job,Urban,95.16,42.7,formerly smoked,0 +28788,Male,40,0,0,Yes,Private,Urban,191.15,N/A,smokes,0 +29028,Female,41,0,0,Yes,Private,Rural,91.04,24.5,never smoked,0 +15581,Male,5,0,0,No,children,Urban,101.87,19.3,Unknown,0 +16738,Female,42,0,0,Yes,Private,Rural,96.86,29.3,never smoked,0 +31836,Female,6,0,0,No,children,Urban,91.05,22.1,Unknown,0 +43496,Female,46,0,0,Yes,Govt_job,Urban,55.84,27.8,never smoked,0 +52677,Female,47,0,0,Yes,Private,Urban,84.04,24.7,never smoked,0 +11630,Female,25,0,0,No,Private,Urban,92.06,25.3,smokes,0 +53478,Female,40,0,0,Yes,Private,Urban,89.61,41.2,formerly smoked,0 +38349,Female,49,0,0,Yes,Govt_job,Urban,69.92,47.6,never smoked,0 +48425,Male,21,0,0,No,Private,Rural,89.29,23.4,never smoked,0 +64420,Female,61,0,0,Yes,Govt_job,Rural,120.23,22.7,Unknown,0 +60271,Male,78,0,0,Yes,Private,Urban,60.22,29.7,formerly smoked,0 +38009,Male,41,0,0,Yes,Private,Urban,223.78,32.3,never smoked,0 +11184,Female,82,0,0,Yes,Self-employed,Rural,211.58,36.9,never smoked,0 +68967,Male,39,0,0,Yes,Private,Urban,179.38,27.7,Unknown,0 +66684,Male,70,0,0,Yes,Self-employed,Rural,193.88,24.3,Unknown,0 +7789,Female,31,0,0,Yes,Private,Urban,89.01,37.4,never smoked,0 +40112,Female,37,0,0,No,Private,Urban,118.41,25.1,never smoked,0 +65814,Male,21,0,0,No,Private,Urban,138.51,24.3,never smoked,0 +49598,Male,80,0,0,Yes,Self-employed,Urban,120.03,24.3,formerly smoked,0 +15599,Female,21,0,0,No,Private,Urban,91.01,28.7,never smoked,0 +62425,Female,5,0,0,No,children,Urban,61.98,16.8,Unknown,0 +52652,Male,81,0,0,Yes,Private,Rural,135.32,35.8,Unknown,0 +71957,Female,35,0,0,Yes,Private,Rural,58.72,40,smokes,0 +17231,Female,24,0,0,No,Private,Urban,90.42,24.3,never smoked,0 +30379,Female,52,0,0,Yes,Govt_job,Urban,104,25.6,smokes,0 +63997,Male,70,0,0,Yes,Private,Urban,102.5,37.8,Unknown,0 +39935,Female,34,0,0,Yes,Private,Rural,174.37,23,never smoked,0 +8203,Male,17,0,0,No,Private,Rural,106.56,21,Unknown,0 +27446,Female,8,0,0,No,children,Urban,76.31,15.5,Unknown,0 +42709,Male,1.72,0,0,No,children,Urban,77.28,17.1,Unknown,0 +22691,Female,29,0,0,Yes,Self-employed,Urban,90.52,28,never smoked,0 +37680,Male,55,0,0,Yes,Govt_job,Rural,108.35,40.8,formerly smoked,0 +24552,Female,44,0,0,Yes,Private,Rural,72.03,37.5,smokes,0 +72914,Female,19,0,0,No,Private,Urban,90.57,24.2,Unknown,0 +29540,Male,67,0,0,Yes,Private,Rural,97.04,26.9,smokes,0 +53525,Female,72,0,0,Yes,Private,Urban,83.89,33.1,formerly smoked,0 +65411,Female,51,0,0,Yes,Private,Urban,152.56,21.8,Unknown,0 +26214,Female,63,0,0,Yes,Self-employed,Rural,75.93,34.7,formerly smoked,0 +22190,Female,64,1,0,Yes,Self-employed,Urban,76.89,30.2,Unknown,0 +56714,Female,0.72,0,0,No,children,Rural,62.13,16.8,Unknown,0 +4211,Male,26,0,0,No,Govt_job,Rural,100.85,21,smokes,0 +6369,Male,59,1,0,Yes,Private,Rural,95.05,30.9,never smoked,0 +56799,Male,76,0,0,Yes,Govt_job,Urban,82.35,38.9,never smoked,0 +32235,Female,45,1,0,Yes,Govt_job,Rural,95.02,N/A,smokes,0 +28048,Male,13,0,0,No,children,Urban,82.38,24.3,Unknown,0 +68598,Male,1.08,0,0,No,children,Rural,79.15,17.4,Unknown,0 +41512,Male,57,0,0,Yes,Govt_job,Rural,76.62,28.2,never smoked,0 +64520,Male,68,0,0,Yes,Self-employed,Urban,91.68,40.8,Unknown,0 +579,Male,9,0,0,No,children,Urban,71.88,17.5,Unknown,0 +7293,Male,40,0,0,Yes,Private,Rural,83.94,N/A,smokes,0 +68398,Male,82,1,0,Yes,Self-employed,Rural,71.97,28.3,never smoked,0 +36901,Female,45,0,0,Yes,Private,Urban,97.95,24.5,Unknown,0 +45010,Female,57,0,0,Yes,Private,Rural,77.93,21.7,never smoked,0 +22127,Female,18,0,0,No,Private,Urban,82.85,46.9,Unknown,0 +14180,Female,13,0,0,No,children,Rural,103.08,18.6,Unknown,0 +18234,Female,80,1,0,Yes,Private,Urban,83.75,N/A,never smoked,0 +44873,Female,81,0,0,Yes,Self-employed,Urban,125.2,40,never smoked,0 +19723,Female,35,0,0,Yes,Self-employed,Rural,82.99,30.6,never smoked,0 +37544,Male,51,0,0,Yes,Private,Rural,166.29,25.6,formerly smoked,0 +44679,Female,44,0,0,Yes,Govt_job,Urban,85.28,26.2,Unknown,0 \ No newline at end of file diff --git a/shadaev_anton_lab_3/titanic.py b/shadaev_anton_lab_3/titanic.py new file mode 100644 index 0000000..a7e77f8 --- /dev/null +++ b/shadaev_anton_lab_3/titanic.py @@ -0,0 +1,40 @@ +import pandas as pd +from sklearn.model_selection import train_test_split +from sklearn.tree import DecisionTreeClassifier +from sklearn.preprocessing import LabelEncoder + +# Загрузка данных +titanic_data = pd.read_csv("titanic_ds.csv") + +# Обработка пропущенных значений +titanic_data['Embarked'].fillna('S', inplace=True) + +encoder = LabelEncoder() + +# Преобразование строковых данных в числовые +titanic_data['Pclass'] = encoder.fit_transform(titanic_data['Pclass']) +titanic_data['Cabin'] = encoder.fit_transform(titanic_data['Cabin']) +titanic_data['Embarked'] = encoder.fit_transform(titanic_data['Embarked']) + +# Вывод первых 10 записей +print(titanic_data[['PassengerId', 'Pclass', 'Cabin', 'Embarked']].head(10)) + +# Разделение данных на признаки и целевую переменную +X = titanic_data[['Pclass', 'Cabin', 'Embarked']] +y = titanic_data['Survived'] + +# Разделение данных на обучающий и тестовый наборы +X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=1) + +# Создание модели +model = DecisionTreeClassifier() + +# Обучение модели +model.fit(X_train, y_train) + +# Вычисление важности признаков +importances = model.feature_importances_ + +# Вывод важности признаков +for i, importance in enumerate(importances): + print(f'Признак {i}: {importance}') diff --git a/shadaev_anton_lab_3/titanic_ds.csv b/shadaev_anton_lab_3/titanic_ds.csv new file mode 100644 index 0000000..63b68ab --- /dev/null +++ b/shadaev_anton_lab_3/titanic_ds.csv @@ -0,0 +1,892 @@ +PassengerId,Survived,Pclass,Name,Sex,Age,SibSp,Parch,Ticket,Fare,Cabin,Embarked +1,0,3,"Braund, Mr. Owen Harris",male,22,1,0,A/5 21171,7.25,,S +2,1,1,"Cumings, Mrs. John Bradley (Florence Briggs Thayer)",female,38,1,0,PC 17599,71.2833,C85,C +3,1,3,"Heikkinen, Miss. Laina",female,26,0,0,STON/O2. 3101282,7.925,,S +4,1,1,"Futrelle, Mrs. Jacques Heath (Lily May Peel)",female,35,1,0,113803,53.1,C123,S +5,0,3,"Allen, Mr. William Henry",male,35,0,0,373450,8.05,,S +6,0,3,"Moran, Mr. James",male,,0,0,330877,8.4583,,Q +7,0,1,"McCarthy, Mr. Timothy J",male,54,0,0,17463,51.8625,E46,S +8,0,3,"Palsson, Master. Gosta Leonard",male,2,3,1,349909,21.075,,S +9,1,3,"Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)",female,27,0,2,347742,11.1333,,S +10,1,2,"Nasser, Mrs. Nicholas (Adele Achem)",female,14,1,0,237736,30.0708,,C +11,1,3,"Sandstrom, Miss. Marguerite Rut",female,4,1,1,PP 9549,16.7,G6,S +12,1,1,"Bonnell, Miss. Elizabeth",female,58,0,0,113783,26.55,C103,S +13,0,3,"Saundercock, Mr. William Henry",male,20,0,0,A/5. 2151,8.05,,S +14,0,3,"Andersson, Mr. Anders Johan",male,39,1,5,347082,31.275,,S +15,0,3,"Vestrom, Miss. Hulda Amanda Adolfina",female,14,0,0,350406,7.8542,,S +16,1,2,"Hewlett, Mrs. (Mary D Kingcome) ",female,55,0,0,248706,16,,S +17,0,3,"Rice, Master. Eugene",male,2,4,1,382652,29.125,,Q +18,1,2,"Williams, Mr. Charles Eugene",male,,0,0,244373,13,,S +19,0,3,"Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele)",female,31,1,0,345763,18,,S +20,1,3,"Masselmani, Mrs. Fatima",female,,0,0,2649,7.225,,C +21,0,2,"Fynney, Mr. Joseph J",male,35,0,0,239865,26,,S +22,1,2,"Beesley, Mr. Lawrence",male,34,0,0,248698,13,D56,S +23,1,3,"McGowan, Miss. Anna ""Annie""",female,15,0,0,330923,8.0292,,Q +24,1,1,"Sloper, Mr. William Thompson",male,28,0,0,113788,35.5,A6,S +25,0,3,"Palsson, Miss. Torborg Danira",female,8,3,1,349909,21.075,,S +26,1,3,"Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)",female,38,1,5,347077,31.3875,,S +27,0,3,"Emir, Mr. Farred Chehab",male,,0,0,2631,7.225,,C +28,0,1,"Fortune, Mr. Charles Alexander",male,19,3,2,19950,263,C23 C25 C27,S +29,1,3,"O'Dwyer, Miss. Ellen ""Nellie""",female,,0,0,330959,7.8792,,Q +30,0,3,"Todoroff, Mr. Lalio",male,,0,0,349216,7.8958,,S +31,0,1,"Uruchurtu, Don. Manuel E",male,40,0,0,PC 17601,27.7208,,C +32,1,1,"Spencer, Mrs. William Augustus (Marie Eugenie)",female,,1,0,PC 17569,146.5208,B78,C +33,1,3,"Glynn, Miss. Mary Agatha",female,,0,0,335677,7.75,,Q +34,0,2,"Wheadon, Mr. Edward H",male,66,0,0,C.A. 24579,10.5,,S +35,0,1,"Meyer, Mr. Edgar Joseph",male,28,1,0,PC 17604,82.1708,,C +36,0,1,"Holverson, Mr. Alexander Oskar",male,42,1,0,113789,52,,S +37,1,3,"Mamee, Mr. Hanna",male,,0,0,2677,7.2292,,C +38,0,3,"Cann, Mr. Ernest Charles",male,21,0,0,A./5. 2152,8.05,,S +39,0,3,"Vander Planke, Miss. Augusta Maria",female,18,2,0,345764,18,,S +40,1,3,"Nicola-Yarred, Miss. Jamila",female,14,1,0,2651,11.2417,,C +41,0,3,"Ahlin, Mrs. Johan (Johanna Persdotter Larsson)",female,40,1,0,7546,9.475,,S +42,0,2,"Turpin, Mrs. William John Robert (Dorothy Ann Wonnacott)",female,27,1,0,11668,21,,S +43,0,3,"Kraeff, Mr. Theodor",male,,0,0,349253,7.8958,,C +44,1,2,"Laroche, Miss. Simonne Marie Anne Andree",female,3,1,2,SC/Paris 2123,41.5792,,C +45,1,3,"Devaney, Miss. Margaret Delia",female,19,0,0,330958,7.8792,,Q +46,0,3,"Rogers, Mr. William John",male,,0,0,S.C./A.4. 23567,8.05,,S +47,0,3,"Lennon, Mr. Denis",male,,1,0,370371,15.5,,Q +48,1,3,"O'Driscoll, Miss. Bridget",female,,0,0,14311,7.75,,Q +49,0,3,"Samaan, Mr. Youssef",male,,2,0,2662,21.6792,,C +50,0,3,"Arnold-Franchi, Mrs. Josef (Josefine Franchi)",female,18,1,0,349237,17.8,,S +51,0,3,"Panula, Master. Juha Niilo",male,7,4,1,3101295,39.6875,,S +52,0,3,"Nosworthy, Mr. Richard Cater",male,21,0,0,A/4. 39886,7.8,,S +53,1,1,"Harper, Mrs. Henry Sleeper (Myna Haxtun)",female,49,1,0,PC 17572,76.7292,D33,C +54,1,2,"Faunthorpe, Mrs. Lizzie (Elizabeth Anne Wilkinson)",female,29,1,0,2926,26,,S +55,0,1,"Ostby, Mr. Engelhart Cornelius",male,65,0,1,113509,61.9792,B30,C +56,1,1,"Woolner, Mr. Hugh",male,,0,0,19947,35.5,C52,S +57,1,2,"Rugg, Miss. Emily",female,21,0,0,C.A. 31026,10.5,,S +58,0,3,"Novel, Mr. Mansouer",male,28.5,0,0,2697,7.2292,,C +59,1,2,"West, Miss. Constance Mirium",female,5,1,2,C.A. 34651,27.75,,S +60,0,3,"Goodwin, Master. William Frederick",male,11,5,2,CA 2144,46.9,,S +61,0,3,"Sirayanian, Mr. Orsen",male,22,0,0,2669,7.2292,,C +62,1,1,"Icard, Miss. Amelie",female,38,0,0,113572,80,B28, +63,0,1,"Harris, Mr. Henry Birkhardt",male,45,1,0,36973,83.475,C83,S +64,0,3,"Skoog, Master. Harald",male,4,3,2,347088,27.9,,S +65,0,1,"Stewart, Mr. Albert A",male,,0,0,PC 17605,27.7208,,C +66,1,3,"Moubarek, Master. Gerios",male,,1,1,2661,15.2458,,C +67,1,2,"Nye, Mrs. (Elizabeth Ramell)",female,29,0,0,C.A. 29395,10.5,F33,S +68,0,3,"Crease, Mr. Ernest James",male,19,0,0,S.P. 3464,8.1583,,S +69,1,3,"Andersson, Miss. Erna Alexandra",female,17,4,2,3101281,7.925,,S +70,0,3,"Kink, Mr. Vincenz",male,26,2,0,315151,8.6625,,S +71,0,2,"Jenkin, Mr. Stephen Curnow",male,32,0,0,C.A. 33111,10.5,,S +72,0,3,"Goodwin, Miss. Lillian Amy",female,16,5,2,CA 2144,46.9,,S +73,0,2,"Hood, Mr. Ambrose Jr",male,21,0,0,S.O.C. 14879,73.5,,S +74,0,3,"Chronopoulos, Mr. Apostolos",male,26,1,0,2680,14.4542,,C +75,1,3,"Bing, Mr. Lee",male,32,0,0,1601,56.4958,,S +76,0,3,"Moen, Mr. Sigurd Hansen",male,25,0,0,348123,7.65,F G73,S +77,0,3,"Staneff, Mr. Ivan",male,,0,0,349208,7.8958,,S +78,0,3,"Moutal, Mr. Rahamin Haim",male,,0,0,374746,8.05,,S +79,1,2,"Caldwell, Master. Alden Gates",male,0.83,0,2,248738,29,,S +80,1,3,"Dowdell, Miss. Elizabeth",female,30,0,0,364516,12.475,,S +81,0,3,"Waelens, Mr. Achille",male,22,0,0,345767,9,,S +82,1,3,"Sheerlinck, Mr. Jan Baptist",male,29,0,0,345779,9.5,,S +83,1,3,"McDermott, Miss. Brigdet Delia",female,,0,0,330932,7.7875,,Q +84,0,1,"Carrau, Mr. Francisco M",male,28,0,0,113059,47.1,,S +85,1,2,"Ilett, Miss. Bertha",female,17,0,0,SO/C 14885,10.5,,S +86,1,3,"Backstrom, Mrs. Karl Alfred (Maria Mathilda Gustafsson)",female,33,3,0,3101278,15.85,,S +87,0,3,"Ford, Mr. William Neal",male,16,1,3,W./C. 6608,34.375,,S +88,0,3,"Slocovski, Mr. Selman Francis",male,,0,0,SOTON/OQ 392086,8.05,,S +89,1,1,"Fortune, Miss. Mabel Helen",female,23,3,2,19950,263,C23 C25 C27,S +90,0,3,"Celotti, Mr. Francesco",male,24,0,0,343275,8.05,,S +91,0,3,"Christmann, Mr. Emil",male,29,0,0,343276,8.05,,S +92,0,3,"Andreasson, Mr. Paul Edvin",male,20,0,0,347466,7.8542,,S +93,0,1,"Chaffee, Mr. Herbert Fuller",male,46,1,0,W.E.P. 5734,61.175,E31,S +94,0,3,"Dean, Mr. Bertram Frank",male,26,1,2,C.A. 2315,20.575,,S +95,0,3,"Coxon, Mr. Daniel",male,59,0,0,364500,7.25,,S +96,0,3,"Shorney, Mr. Charles Joseph",male,,0,0,374910,8.05,,S +97,0,1,"Goldschmidt, Mr. George B",male,71,0,0,PC 17754,34.6542,A5,C +98,1,1,"Greenfield, Mr. William Bertram",male,23,0,1,PC 17759,63.3583,D10 D12,C +99,1,2,"Doling, Mrs. John T (Ada Julia Bone)",female,34,0,1,231919,23,,S +100,0,2,"Kantor, Mr. Sinai",male,34,1,0,244367,26,,S +101,0,3,"Petranec, Miss. Matilda",female,28,0,0,349245,7.8958,,S +102,0,3,"Petroff, Mr. Pastcho (""Pentcho"")",male,,0,0,349215,7.8958,,S +103,0,1,"White, Mr. Richard Frasar",male,21,0,1,35281,77.2875,D26,S +104,0,3,"Johansson, Mr. Gustaf Joel",male,33,0,0,7540,8.6542,,S +105,0,3,"Gustafsson, Mr. Anders Vilhelm",male,37,2,0,3101276,7.925,,S +106,0,3,"Mionoff, Mr. Stoytcho",male,28,0,0,349207,7.8958,,S +107,1,3,"Salkjelsvik, Miss. Anna Kristine",female,21,0,0,343120,7.65,,S +108,1,3,"Moss, Mr. Albert Johan",male,,0,0,312991,7.775,,S +109,0,3,"Rekic, Mr. Tido",male,38,0,0,349249,7.8958,,S +110,1,3,"Moran, Miss. Bertha",female,,1,0,371110,24.15,,Q +111,0,1,"Porter, Mr. Walter Chamberlain",male,47,0,0,110465,52,C110,S +112,0,3,"Zabour, Miss. Hileni",female,14.5,1,0,2665,14.4542,,C +113,0,3,"Barton, Mr. David John",male,22,0,0,324669,8.05,,S +114,0,3,"Jussila, Miss. Katriina",female,20,1,0,4136,9.825,,S +115,0,3,"Attalah, Miss. Malake",female,17,0,0,2627,14.4583,,C +116,0,3,"Pekoniemi, Mr. Edvard",male,21,0,0,STON/O 2. 3101294,7.925,,S +117,0,3,"Connors, Mr. Patrick",male,70.5,0,0,370369,7.75,,Q +118,0,2,"Turpin, Mr. William John Robert",male,29,1,0,11668,21,,S +119,0,1,"Baxter, Mr. Quigg Edmond",male,24,0,1,PC 17558,247.5208,B58 B60,C +120,0,3,"Andersson, Miss. Ellis Anna Maria",female,2,4,2,347082,31.275,,S +121,0,2,"Hickman, Mr. Stanley George",male,21,2,0,S.O.C. 14879,73.5,,S +122,0,3,"Moore, Mr. Leonard Charles",male,,0,0,A4. 54510,8.05,,S +123,0,2,"Nasser, Mr. Nicholas",male,32.5,1,0,237736,30.0708,,C +124,1,2,"Webber, Miss. Susan",female,32.5,0,0,27267,13,E101,S +125,0,1,"White, Mr. Percival Wayland",male,54,0,1,35281,77.2875,D26,S +126,1,3,"Nicola-Yarred, Master. Elias",male,12,1,0,2651,11.2417,,C +127,0,3,"McMahon, Mr. Martin",male,,0,0,370372,7.75,,Q +128,1,3,"Madsen, Mr. Fridtjof Arne",male,24,0,0,C 17369,7.1417,,S +129,1,3,"Peter, Miss. Anna",female,,1,1,2668,22.3583,F E69,C +130,0,3,"Ekstrom, Mr. Johan",male,45,0,0,347061,6.975,,S +131,0,3,"Drazenoic, Mr. Jozef",male,33,0,0,349241,7.8958,,C +132,0,3,"Coelho, Mr. Domingos Fernandeo",male,20,0,0,SOTON/O.Q. 3101307,7.05,,S +133,0,3,"Robins, Mrs. Alexander A (Grace Charity Laury)",female,47,1,0,A/5. 3337,14.5,,S +134,1,2,"Weisz, Mrs. Leopold (Mathilde Francoise Pede)",female,29,1,0,228414,26,,S +135,0,2,"Sobey, Mr. Samuel James Hayden",male,25,0,0,C.A. 29178,13,,S +136,0,2,"Richard, Mr. Emile",male,23,0,0,SC/PARIS 2133,15.0458,,C +137,1,1,"Newsom, Miss. Helen Monypeny",female,19,0,2,11752,26.2833,D47,S +138,0,1,"Futrelle, Mr. Jacques Heath",male,37,1,0,113803,53.1,C123,S +139,0,3,"Osen, Mr. Olaf Elon",male,16,0,0,7534,9.2167,,S +140,0,1,"Giglio, Mr. Victor",male,24,0,0,PC 17593,79.2,B86,C +141,0,3,"Boulos, Mrs. Joseph (Sultana)",female,,0,2,2678,15.2458,,C +142,1,3,"Nysten, Miss. Anna Sofia",female,22,0,0,347081,7.75,,S +143,1,3,"Hakkarainen, Mrs. Pekka Pietari (Elin Matilda Dolck)",female,24,1,0,STON/O2. 3101279,15.85,,S +144,0,3,"Burke, Mr. Jeremiah",male,19,0,0,365222,6.75,,Q +145,0,2,"Andrew, Mr. Edgardo Samuel",male,18,0,0,231945,11.5,,S +146,0,2,"Nicholls, Mr. Joseph Charles",male,19,1,1,C.A. 33112,36.75,,S +147,1,3,"Andersson, Mr. August Edvard (""Wennerstrom"")",male,27,0,0,350043,7.7958,,S +148,0,3,"Ford, Miss. Robina Maggie ""Ruby""",female,9,2,2,W./C. 6608,34.375,,S +149,0,2,"Navratil, Mr. Michel (""Louis M Hoffman"")",male,36.5,0,2,230080,26,F2,S +150,0,2,"Byles, Rev. Thomas Roussel Davids",male,42,0,0,244310,13,,S +151,0,2,"Bateman, Rev. Robert James",male,51,0,0,S.O.P. 1166,12.525,,S +152,1,1,"Pears, Mrs. Thomas (Edith Wearne)",female,22,1,0,113776,66.6,C2,S +153,0,3,"Meo, Mr. Alfonzo",male,55.5,0,0,A.5. 11206,8.05,,S +154,0,3,"van Billiard, Mr. Austin Blyler",male,40.5,0,2,A/5. 851,14.5,,S +155,0,3,"Olsen, Mr. Ole Martin",male,,0,0,Fa 265302,7.3125,,S +156,0,1,"Williams, Mr. Charles Duane",male,51,0,1,PC 17597,61.3792,,C +157,1,3,"Gilnagh, Miss. Katherine ""Katie""",female,16,0,0,35851,7.7333,,Q +158,0,3,"Corn, Mr. Harry",male,30,0,0,SOTON/OQ 392090,8.05,,S +159,0,3,"Smiljanic, Mr. Mile",male,,0,0,315037,8.6625,,S +160,0,3,"Sage, Master. Thomas Henry",male,,8,2,CA. 2343,69.55,,S +161,0,3,"Cribb, Mr. John Hatfield",male,44,0,1,371362,16.1,,S +162,1,2,"Watt, Mrs. James (Elizabeth ""Bessie"" Inglis Milne)",female,40,0,0,C.A. 33595,15.75,,S +163,0,3,"Bengtsson, Mr. John Viktor",male,26,0,0,347068,7.775,,S +164,0,3,"Calic, Mr. Jovo",male,17,0,0,315093,8.6625,,S +165,0,3,"Panula, Master. Eino Viljami",male,1,4,1,3101295,39.6875,,S +166,1,3,"Goldsmith, Master. Frank John William ""Frankie""",male,9,0,2,363291,20.525,,S +167,1,1,"Chibnall, Mrs. (Edith Martha Bowerman)",female,,0,1,113505,55,E33,S +168,0,3,"Skoog, Mrs. William (Anna Bernhardina Karlsson)",female,45,1,4,347088,27.9,,S +169,0,1,"Baumann, Mr. John D",male,,0,0,PC 17318,25.925,,S +170,0,3,"Ling, Mr. Lee",male,28,0,0,1601,56.4958,,S +171,0,1,"Van der hoef, Mr. Wyckoff",male,61,0,0,111240,33.5,B19,S +172,0,3,"Rice, Master. Arthur",male,4,4,1,382652,29.125,,Q +173,1,3,"Johnson, Miss. Eleanor Ileen",female,1,1,1,347742,11.1333,,S +174,0,3,"Sivola, Mr. Antti Wilhelm",male,21,0,0,STON/O 2. 3101280,7.925,,S +175,0,1,"Smith, Mr. James Clinch",male,56,0,0,17764,30.6958,A7,C +176,0,3,"Klasen, Mr. Klas Albin",male,18,1,1,350404,7.8542,,S +177,0,3,"Lefebre, Master. Henry Forbes",male,,3,1,4133,25.4667,,S +178,0,1,"Isham, Miss. Ann Elizabeth",female,50,0,0,PC 17595,28.7125,C49,C +179,0,2,"Hale, Mr. Reginald",male,30,0,0,250653,13,,S +180,0,3,"Leonard, Mr. Lionel",male,36,0,0,LINE,0,,S +181,0,3,"Sage, Miss. Constance Gladys",female,,8,2,CA. 2343,69.55,,S +182,0,2,"Pernot, Mr. Rene",male,,0,0,SC/PARIS 2131,15.05,,C +183,0,3,"Asplund, Master. Clarence Gustaf Hugo",male,9,4,2,347077,31.3875,,S +184,1,2,"Becker, Master. Richard F",male,1,2,1,230136,39,F4,S +185,1,3,"Kink-Heilmann, Miss. Luise Gretchen",female,4,0,2,315153,22.025,,S +186,0,1,"Rood, Mr. Hugh Roscoe",male,,0,0,113767,50,A32,S +187,1,3,"O'Brien, Mrs. Thomas (Johanna ""Hannah"" Godfrey)",female,,1,0,370365,15.5,,Q +188,1,1,"Romaine, Mr. Charles Hallace (""Mr C Rolmane"")",male,45,0,0,111428,26.55,,S +189,0,3,"Bourke, Mr. John",male,40,1,1,364849,15.5,,Q +190,0,3,"Turcin, Mr. Stjepan",male,36,0,0,349247,7.8958,,S +191,1,2,"Pinsky, Mrs. (Rosa)",female,32,0,0,234604,13,,S +192,0,2,"Carbines, Mr. William",male,19,0,0,28424,13,,S +193,1,3,"Andersen-Jensen, Miss. Carla Christine Nielsine",female,19,1,0,350046,7.8542,,S +194,1,2,"Navratil, Master. Michel M",male,3,1,1,230080,26,F2,S +195,1,1,"Brown, Mrs. James Joseph (Margaret Tobin)",female,44,0,0,PC 17610,27.7208,B4,C +196,1,1,"Lurette, Miss. Elise",female,58,0,0,PC 17569,146.5208,B80,C +197,0,3,"Mernagh, Mr. Robert",male,,0,0,368703,7.75,,Q +198,0,3,"Olsen, Mr. Karl Siegwart Andreas",male,42,0,1,4579,8.4042,,S +199,1,3,"Madigan, Miss. Margaret ""Maggie""",female,,0,0,370370,7.75,,Q +200,0,2,"Yrois, Miss. Henriette (""Mrs Harbeck"")",female,24,0,0,248747,13,,S +201,0,3,"Vande Walle, Mr. Nestor Cyriel",male,28,0,0,345770,9.5,,S +202,0,3,"Sage, Mr. Frederick",male,,8,2,CA. 2343,69.55,,S +203,0,3,"Johanson, Mr. Jakob Alfred",male,34,0,0,3101264,6.4958,,S +204,0,3,"Youseff, Mr. Gerious",male,45.5,0,0,2628,7.225,,C +205,1,3,"Cohen, Mr. Gurshon ""Gus""",male,18,0,0,A/5 3540,8.05,,S +206,0,3,"Strom, Miss. Telma Matilda",female,2,0,1,347054,10.4625,G6,S +207,0,3,"Backstrom, Mr. Karl Alfred",male,32,1,0,3101278,15.85,,S +208,1,3,"Albimona, Mr. Nassef Cassem",male,26,0,0,2699,18.7875,,C +209,1,3,"Carr, Miss. Helen ""Ellen""",female,16,0,0,367231,7.75,,Q +210,1,1,"Blank, Mr. Henry",male,40,0,0,112277,31,A31,C +211,0,3,"Ali, Mr. Ahmed",male,24,0,0,SOTON/O.Q. 3101311,7.05,,S +212,1,2,"Cameron, Miss. Clear Annie",female,35,0,0,F.C.C. 13528,21,,S +213,0,3,"Perkin, Mr. John Henry",male,22,0,0,A/5 21174,7.25,,S +214,0,2,"Givard, Mr. Hans Kristensen",male,30,0,0,250646,13,,S +215,0,3,"Kiernan, Mr. Philip",male,,1,0,367229,7.75,,Q +216,1,1,"Newell, Miss. Madeleine",female,31,1,0,35273,113.275,D36,C +217,1,3,"Honkanen, Miss. Eliina",female,27,0,0,STON/O2. 3101283,7.925,,S +218,0,2,"Jacobsohn, Mr. Sidney Samuel",male,42,1,0,243847,27,,S +219,1,1,"Bazzani, Miss. Albina",female,32,0,0,11813,76.2917,D15,C +220,0,2,"Harris, Mr. Walter",male,30,0,0,W/C 14208,10.5,,S +221,1,3,"Sunderland, Mr. Victor Francis",male,16,0,0,SOTON/OQ 392089,8.05,,S +222,0,2,"Bracken, Mr. James H",male,27,0,0,220367,13,,S +223,0,3,"Green, Mr. George Henry",male,51,0,0,21440,8.05,,S +224,0,3,"Nenkoff, Mr. Christo",male,,0,0,349234,7.8958,,S +225,1,1,"Hoyt, Mr. Frederick Maxfield",male,38,1,0,19943,90,C93,S +226,0,3,"Berglund, Mr. Karl Ivar Sven",male,22,0,0,PP 4348,9.35,,S +227,1,2,"Mellors, Mr. William John",male,19,0,0,SW/PP 751,10.5,,S +228,0,3,"Lovell, Mr. John Hall (""Henry"")",male,20.5,0,0,A/5 21173,7.25,,S +229,0,2,"Fahlstrom, Mr. Arne Jonas",male,18,0,0,236171,13,,S +230,0,3,"Lefebre, Miss. Mathilde",female,,3,1,4133,25.4667,,S +231,1,1,"Harris, Mrs. Henry Birkhardt (Irene Wallach)",female,35,1,0,36973,83.475,C83,S +232,0,3,"Larsson, Mr. Bengt Edvin",male,29,0,0,347067,7.775,,S +233,0,2,"Sjostedt, Mr. Ernst Adolf",male,59,0,0,237442,13.5,,S +234,1,3,"Asplund, Miss. Lillian Gertrud",female,5,4,2,347077,31.3875,,S +235,0,2,"Leyson, Mr. Robert William Norman",male,24,0,0,C.A. 29566,10.5,,S +236,0,3,"Harknett, Miss. Alice Phoebe",female,,0,0,W./C. 6609,7.55,,S +237,0,2,"Hold, Mr. Stephen",male,44,1,0,26707,26,,S +238,1,2,"Collyer, Miss. Marjorie ""Lottie""",female,8,0,2,C.A. 31921,26.25,,S +239,0,2,"Pengelly, Mr. Frederick William",male,19,0,0,28665,10.5,,S +240,0,2,"Hunt, Mr. George Henry",male,33,0,0,SCO/W 1585,12.275,,S +241,0,3,"Zabour, Miss. Thamine",female,,1,0,2665,14.4542,,C +242,1,3,"Murphy, Miss. Katherine ""Kate""",female,,1,0,367230,15.5,,Q +243,0,2,"Coleridge, Mr. Reginald Charles",male,29,0,0,W./C. 14263,10.5,,S +244,0,3,"Maenpaa, Mr. Matti Alexanteri",male,22,0,0,STON/O 2. 3101275,7.125,,S +245,0,3,"Attalah, Mr. Sleiman",male,30,0,0,2694,7.225,,C +246,0,1,"Minahan, Dr. William Edward",male,44,2,0,19928,90,C78,Q +247,0,3,"Lindahl, Miss. Agda Thorilda Viktoria",female,25,0,0,347071,7.775,,S +248,1,2,"Hamalainen, Mrs. William (Anna)",female,24,0,2,250649,14.5,,S +249,1,1,"Beckwith, Mr. Richard Leonard",male,37,1,1,11751,52.5542,D35,S +250,0,2,"Carter, Rev. Ernest Courtenay",male,54,1,0,244252,26,,S +251,0,3,"Reed, Mr. James George",male,,0,0,362316,7.25,,S +252,0,3,"Strom, Mrs. Wilhelm (Elna Matilda Persson)",female,29,1,1,347054,10.4625,G6,S +253,0,1,"Stead, Mr. William Thomas",male,62,0,0,113514,26.55,C87,S +254,0,3,"Lobb, Mr. William Arthur",male,30,1,0,A/5. 3336,16.1,,S +255,0,3,"Rosblom, Mrs. Viktor (Helena Wilhelmina)",female,41,0,2,370129,20.2125,,S +256,1,3,"Touma, Mrs. Darwis (Hanne Youssef Razi)",female,29,0,2,2650,15.2458,,C +257,1,1,"Thorne, Mrs. Gertrude Maybelle",female,,0,0,PC 17585,79.2,,C +258,1,1,"Cherry, Miss. Gladys",female,30,0,0,110152,86.5,B77,S +259,1,1,"Ward, Miss. Anna",female,35,0,0,PC 17755,512.3292,,C +260,1,2,"Parrish, Mrs. (Lutie Davis)",female,50,0,1,230433,26,,S +261,0,3,"Smith, Mr. Thomas",male,,0,0,384461,7.75,,Q +262,1,3,"Asplund, Master. Edvin Rojj Felix",male,3,4,2,347077,31.3875,,S +263,0,1,"Taussig, Mr. Emil",male,52,1,1,110413,79.65,E67,S +264,0,1,"Harrison, Mr. William",male,40,0,0,112059,0,B94,S +265,0,3,"Henry, Miss. Delia",female,,0,0,382649,7.75,,Q +266,0,2,"Reeves, Mr. David",male,36,0,0,C.A. 17248,10.5,,S +267,0,3,"Panula, Mr. Ernesti Arvid",male,16,4,1,3101295,39.6875,,S +268,1,3,"Persson, Mr. Ernst Ulrik",male,25,1,0,347083,7.775,,S +269,1,1,"Graham, Mrs. William Thompson (Edith Junkins)",female,58,0,1,PC 17582,153.4625,C125,S +270,1,1,"Bissette, Miss. Amelia",female,35,0,0,PC 17760,135.6333,C99,S +271,0,1,"Cairns, Mr. Alexander",male,,0,0,113798,31,,S +272,1,3,"Tornquist, Mr. William Henry",male,25,0,0,LINE,0,,S +273,1,2,"Mellinger, Mrs. (Elizabeth Anne Maidment)",female,41,0,1,250644,19.5,,S +274,0,1,"Natsch, Mr. Charles H",male,37,0,1,PC 17596,29.7,C118,C +275,1,3,"Healy, Miss. Hanora ""Nora""",female,,0,0,370375,7.75,,Q +276,1,1,"Andrews, Miss. Kornelia Theodosia",female,63,1,0,13502,77.9583,D7,S +277,0,3,"Lindblom, Miss. Augusta Charlotta",female,45,0,0,347073,7.75,,S +278,0,2,"Parkes, Mr. Francis ""Frank""",male,,0,0,239853,0,,S +279,0,3,"Rice, Master. Eric",male,7,4,1,382652,29.125,,Q +280,1,3,"Abbott, Mrs. Stanton (Rosa Hunt)",female,35,1,1,C.A. 2673,20.25,,S +281,0,3,"Duane, Mr. Frank",male,65,0,0,336439,7.75,,Q +282,0,3,"Olsson, Mr. Nils Johan Goransson",male,28,0,0,347464,7.8542,,S +283,0,3,"de Pelsmaeker, Mr. Alfons",male,16,0,0,345778,9.5,,S +284,1,3,"Dorking, Mr. Edward Arthur",male,19,0,0,A/5. 10482,8.05,,S +285,0,1,"Smith, Mr. Richard William",male,,0,0,113056,26,A19,S +286,0,3,"Stankovic, Mr. Ivan",male,33,0,0,349239,8.6625,,C +287,1,3,"de Mulder, Mr. Theodore",male,30,0,0,345774,9.5,,S +288,0,3,"Naidenoff, Mr. Penko",male,22,0,0,349206,7.8958,,S +289,1,2,"Hosono, Mr. Masabumi",male,42,0,0,237798,13,,S +290,1,3,"Connolly, Miss. Kate",female,22,0,0,370373,7.75,,Q +291,1,1,"Barber, Miss. Ellen ""Nellie""",female,26,0,0,19877,78.85,,S +292,1,1,"Bishop, Mrs. Dickinson H (Helen Walton)",female,19,1,0,11967,91.0792,B49,C +293,0,2,"Levy, Mr. Rene Jacques",male,36,0,0,SC/Paris 2163,12.875,D,C +294,0,3,"Haas, Miss. Aloisia",female,24,0,0,349236,8.85,,S +295,0,3,"Mineff, Mr. Ivan",male,24,0,0,349233,7.8958,,S +296,0,1,"Lewy, Mr. Ervin G",male,,0,0,PC 17612,27.7208,,C +297,0,3,"Hanna, Mr. Mansour",male,23.5,0,0,2693,7.2292,,C +298,0,1,"Allison, Miss. Helen Loraine",female,2,1,2,113781,151.55,C22 C26,S +299,1,1,"Saalfeld, Mr. Adolphe",male,,0,0,19988,30.5,C106,S +300,1,1,"Baxter, Mrs. James (Helene DeLaudeniere Chaput)",female,50,0,1,PC 17558,247.5208,B58 B60,C +301,1,3,"Kelly, Miss. Anna Katherine ""Annie Kate""",female,,0,0,9234,7.75,,Q +302,1,3,"McCoy, Mr. Bernard",male,,2,0,367226,23.25,,Q +303,0,3,"Johnson, Mr. William Cahoone Jr",male,19,0,0,LINE,0,,S +304,1,2,"Keane, Miss. Nora A",female,,0,0,226593,12.35,E101,Q +305,0,3,"Williams, Mr. Howard Hugh ""Harry""",male,,0,0,A/5 2466,8.05,,S +306,1,1,"Allison, Master. Hudson Trevor",male,0.92,1,2,113781,151.55,C22 C26,S +307,1,1,"Fleming, Miss. Margaret",female,,0,0,17421,110.8833,,C +308,1,1,"Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo)",female,17,1,0,PC 17758,108.9,C65,C +309,0,2,"Abelson, Mr. Samuel",male,30,1,0,P/PP 3381,24,,C +310,1,1,"Francatelli, Miss. Laura Mabel",female,30,0,0,PC 17485,56.9292,E36,C +311,1,1,"Hays, Miss. Margaret Bechstein",female,24,0,0,11767,83.1583,C54,C +312,1,1,"Ryerson, Miss. Emily Borie",female,18,2,2,PC 17608,262.375,B57 B59 B63 B66,C +313,0,2,"Lahtinen, Mrs. William (Anna Sylfven)",female,26,1,1,250651,26,,S +314,0,3,"Hendekovic, Mr. Ignjac",male,28,0,0,349243,7.8958,,S +315,0,2,"Hart, Mr. Benjamin",male,43,1,1,F.C.C. 13529,26.25,,S +316,1,3,"Nilsson, Miss. Helmina Josefina",female,26,0,0,347470,7.8542,,S +317,1,2,"Kantor, Mrs. Sinai (Miriam Sternin)",female,24,1,0,244367,26,,S +318,0,2,"Moraweck, Dr. Ernest",male,54,0,0,29011,14,,S +319,1,1,"Wick, Miss. Mary Natalie",female,31,0,2,36928,164.8667,C7,S +320,1,1,"Spedden, Mrs. Frederic Oakley (Margaretta Corning Stone)",female,40,1,1,16966,134.5,E34,C +321,0,3,"Dennis, Mr. Samuel",male,22,0,0,A/5 21172,7.25,,S +322,0,3,"Danoff, Mr. Yoto",male,27,0,0,349219,7.8958,,S +323,1,2,"Slayter, Miss. Hilda Mary",female,30,0,0,234818,12.35,,Q +324,1,2,"Caldwell, Mrs. Albert Francis (Sylvia Mae Harbaugh)",female,22,1,1,248738,29,,S +325,0,3,"Sage, Mr. George John Jr",male,,8,2,CA. 2343,69.55,,S +326,1,1,"Young, Miss. Marie Grice",female,36,0,0,PC 17760,135.6333,C32,C +327,0,3,"Nysveen, Mr. Johan Hansen",male,61,0,0,345364,6.2375,,S +328,1,2,"Ball, Mrs. (Ada E Hall)",female,36,0,0,28551,13,D,S +329,1,3,"Goldsmith, Mrs. Frank John (Emily Alice Brown)",female,31,1,1,363291,20.525,,S +330,1,1,"Hippach, Miss. Jean Gertrude",female,16,0,1,111361,57.9792,B18,C +331,1,3,"McCoy, Miss. Agnes",female,,2,0,367226,23.25,,Q +332,0,1,"Partner, Mr. Austen",male,45.5,0,0,113043,28.5,C124,S +333,0,1,"Graham, Mr. George Edward",male,38,0,1,PC 17582,153.4625,C91,S +334,0,3,"Vander Planke, Mr. Leo Edmondus",male,16,2,0,345764,18,,S +335,1,1,"Frauenthal, Mrs. Henry William (Clara Heinsheimer)",female,,1,0,PC 17611,133.65,,S +336,0,3,"Denkoff, Mr. Mitto",male,,0,0,349225,7.8958,,S +337,0,1,"Pears, Mr. Thomas Clinton",male,29,1,0,113776,66.6,C2,S +338,1,1,"Burns, Miss. Elizabeth Margaret",female,41,0,0,16966,134.5,E40,C +339,1,3,"Dahl, Mr. Karl Edwart",male,45,0,0,7598,8.05,,S +340,0,1,"Blackwell, Mr. Stephen Weart",male,45,0,0,113784,35.5,T,S +341,1,2,"Navratil, Master. Edmond Roger",male,2,1,1,230080,26,F2,S +342,1,1,"Fortune, Miss. Alice Elizabeth",female,24,3,2,19950,263,C23 C25 C27,S +343,0,2,"Collander, Mr. Erik Gustaf",male,28,0,0,248740,13,,S +344,0,2,"Sedgwick, Mr. Charles Frederick Waddington",male,25,0,0,244361,13,,S +345,0,2,"Fox, Mr. Stanley Hubert",male,36,0,0,229236,13,,S +346,1,2,"Brown, Miss. Amelia ""Mildred""",female,24,0,0,248733,13,F33,S +347,1,2,"Smith, Miss. Marion Elsie",female,40,0,0,31418,13,,S +348,1,3,"Davison, Mrs. Thomas Henry (Mary E Finck)",female,,1,0,386525,16.1,,S +349,1,3,"Coutts, Master. William Loch ""William""",male,3,1,1,C.A. 37671,15.9,,S +350,0,3,"Dimic, Mr. Jovan",male,42,0,0,315088,8.6625,,S +351,0,3,"Odahl, Mr. Nils Martin",male,23,0,0,7267,9.225,,S +352,0,1,"Williams-Lambert, Mr. Fletcher Fellows",male,,0,0,113510,35,C128,S +353,0,3,"Elias, Mr. Tannous",male,15,1,1,2695,7.2292,,C +354,0,3,"Arnold-Franchi, Mr. Josef",male,25,1,0,349237,17.8,,S +355,0,3,"Yousif, Mr. Wazli",male,,0,0,2647,7.225,,C +356,0,3,"Vanden Steen, Mr. Leo Peter",male,28,0,0,345783,9.5,,S +357,1,1,"Bowerman, Miss. Elsie Edith",female,22,0,1,113505,55,E33,S +358,0,2,"Funk, Miss. Annie Clemmer",female,38,0,0,237671,13,,S +359,1,3,"McGovern, Miss. Mary",female,,0,0,330931,7.8792,,Q +360,1,3,"Mockler, Miss. Helen Mary ""Ellie""",female,,0,0,330980,7.8792,,Q +361,0,3,"Skoog, Mr. Wilhelm",male,40,1,4,347088,27.9,,S +362,0,2,"del Carlo, Mr. Sebastiano",male,29,1,0,SC/PARIS 2167,27.7208,,C +363,0,3,"Barbara, Mrs. (Catherine David)",female,45,0,1,2691,14.4542,,C +364,0,3,"Asim, Mr. Adola",male,35,0,0,SOTON/O.Q. 3101310,7.05,,S +365,0,3,"O'Brien, Mr. Thomas",male,,1,0,370365,15.5,,Q +366,0,3,"Adahl, Mr. Mauritz Nils Martin",male,30,0,0,C 7076,7.25,,S +367,1,1,"Warren, Mrs. Frank Manley (Anna Sophia Atkinson)",female,60,1,0,110813,75.25,D37,C +368,1,3,"Moussa, Mrs. (Mantoura Boulos)",female,,0,0,2626,7.2292,,C +369,1,3,"Jermyn, Miss. Annie",female,,0,0,14313,7.75,,Q +370,1,1,"Aubart, Mme. Leontine Pauline",female,24,0,0,PC 17477,69.3,B35,C +371,1,1,"Harder, Mr. George Achilles",male,25,1,0,11765,55.4417,E50,C +372,0,3,"Wiklund, Mr. Jakob Alfred",male,18,1,0,3101267,6.4958,,S +373,0,3,"Beavan, Mr. William Thomas",male,19,0,0,323951,8.05,,S +374,0,1,"Ringhini, Mr. Sante",male,22,0,0,PC 17760,135.6333,,C +375,0,3,"Palsson, Miss. Stina Viola",female,3,3,1,349909,21.075,,S +376,1,1,"Meyer, Mrs. Edgar Joseph (Leila Saks)",female,,1,0,PC 17604,82.1708,,C +377,1,3,"Landergren, Miss. Aurora Adelia",female,22,0,0,C 7077,7.25,,S +378,0,1,"Widener, Mr. Harry Elkins",male,27,0,2,113503,211.5,C82,C +379,0,3,"Betros, Mr. Tannous",male,20,0,0,2648,4.0125,,C +380,0,3,"Gustafsson, Mr. Karl Gideon",male,19,0,0,347069,7.775,,S +381,1,1,"Bidois, Miss. Rosalie",female,42,0,0,PC 17757,227.525,,C +382,1,3,"Nakid, Miss. Maria (""Mary"")",female,1,0,2,2653,15.7417,,C +383,0,3,"Tikkanen, Mr. Juho",male,32,0,0,STON/O 2. 3101293,7.925,,S +384,1,1,"Holverson, Mrs. Alexander Oskar (Mary Aline Towner)",female,35,1,0,113789,52,,S +385,0,3,"Plotcharsky, Mr. Vasil",male,,0,0,349227,7.8958,,S +386,0,2,"Davies, Mr. Charles Henry",male,18,0,0,S.O.C. 14879,73.5,,S +387,0,3,"Goodwin, Master. Sidney Leonard",male,1,5,2,CA 2144,46.9,,S +388,1,2,"Buss, Miss. Kate",female,36,0,0,27849,13,,S +389,0,3,"Sadlier, Mr. Matthew",male,,0,0,367655,7.7292,,Q +390,1,2,"Lehmann, Miss. Bertha",female,17,0,0,SC 1748,12,,C +391,1,1,"Carter, Mr. William Ernest",male,36,1,2,113760,120,B96 B98,S +392,1,3,"Jansson, Mr. Carl Olof",male,21,0,0,350034,7.7958,,S +393,0,3,"Gustafsson, Mr. Johan Birger",male,28,2,0,3101277,7.925,,S +394,1,1,"Newell, Miss. Marjorie",female,23,1,0,35273,113.275,D36,C +395,1,3,"Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)",female,24,0,2,PP 9549,16.7,G6,S +396,0,3,"Johansson, Mr. Erik",male,22,0,0,350052,7.7958,,S +397,0,3,"Olsson, Miss. Elina",female,31,0,0,350407,7.8542,,S +398,0,2,"McKane, Mr. Peter David",male,46,0,0,28403,26,,S +399,0,2,"Pain, Dr. Alfred",male,23,0,0,244278,10.5,,S +400,1,2,"Trout, Mrs. William H (Jessie L)",female,28,0,0,240929,12.65,,S +401,1,3,"Niskanen, Mr. Juha",male,39,0,0,STON/O 2. 3101289,7.925,,S +402,0,3,"Adams, Mr. John",male,26,0,0,341826,8.05,,S +403,0,3,"Jussila, Miss. Mari Aina",female,21,1,0,4137,9.825,,S +404,0,3,"Hakkarainen, Mr. Pekka Pietari",male,28,1,0,STON/O2. 3101279,15.85,,S +405,0,3,"Oreskovic, Miss. Marija",female,20,0,0,315096,8.6625,,S +406,0,2,"Gale, Mr. Shadrach",male,34,1,0,28664,21,,S +407,0,3,"Widegren, Mr. Carl/Charles Peter",male,51,0,0,347064,7.75,,S +408,1,2,"Richards, Master. William Rowe",male,3,1,1,29106,18.75,,S +409,0,3,"Birkeland, Mr. Hans Martin Monsen",male,21,0,0,312992,7.775,,S +410,0,3,"Lefebre, Miss. Ida",female,,3,1,4133,25.4667,,S +411,0,3,"Sdycoff, Mr. Todor",male,,0,0,349222,7.8958,,S +412,0,3,"Hart, Mr. Henry",male,,0,0,394140,6.8583,,Q +413,1,1,"Minahan, Miss. Daisy E",female,33,1,0,19928,90,C78,Q +414,0,2,"Cunningham, Mr. Alfred Fleming",male,,0,0,239853,0,,S +415,1,3,"Sundman, Mr. Johan Julian",male,44,0,0,STON/O 2. 3101269,7.925,,S +416,0,3,"Meek, Mrs. Thomas (Annie Louise Rowley)",female,,0,0,343095,8.05,,S +417,1,2,"Drew, Mrs. James Vivian (Lulu Thorne Christian)",female,34,1,1,28220,32.5,,S +418,1,2,"Silven, Miss. Lyyli Karoliina",female,18,0,2,250652,13,,S +419,0,2,"Matthews, Mr. William John",male,30,0,0,28228,13,,S +420,0,3,"Van Impe, Miss. Catharina",female,10,0,2,345773,24.15,,S +421,0,3,"Gheorgheff, Mr. Stanio",male,,0,0,349254,7.8958,,C +422,0,3,"Charters, Mr. David",male,21,0,0,A/5. 13032,7.7333,,Q +423,0,3,"Zimmerman, Mr. Leo",male,29,0,0,315082,7.875,,S +424,0,3,"Danbom, Mrs. Ernst Gilbert (Anna Sigrid Maria Brogren)",female,28,1,1,347080,14.4,,S +425,0,3,"Rosblom, Mr. Viktor Richard",male,18,1,1,370129,20.2125,,S +426,0,3,"Wiseman, Mr. Phillippe",male,,0,0,A/4. 34244,7.25,,S +427,1,2,"Clarke, Mrs. Charles V (Ada Maria Winfield)",female,28,1,0,2003,26,,S +428,1,2,"Phillips, Miss. Kate Florence (""Mrs Kate Louise Phillips Marshall"")",female,19,0,0,250655,26,,S +429,0,3,"Flynn, Mr. James",male,,0,0,364851,7.75,,Q +430,1,3,"Pickard, Mr. Berk (Berk Trembisky)",male,32,0,0,SOTON/O.Q. 392078,8.05,E10,S +431,1,1,"Bjornstrom-Steffansson, Mr. Mauritz Hakan",male,28,0,0,110564,26.55,C52,S +432,1,3,"Thorneycroft, Mrs. Percival (Florence Kate White)",female,,1,0,376564,16.1,,S +433,1,2,"Louch, Mrs. Charles Alexander (Alice Adelaide Slow)",female,42,1,0,SC/AH 3085,26,,S +434,0,3,"Kallio, Mr. Nikolai Erland",male,17,0,0,STON/O 2. 3101274,7.125,,S +435,0,1,"Silvey, Mr. William Baird",male,50,1,0,13507,55.9,E44,S +436,1,1,"Carter, Miss. Lucile Polk",female,14,1,2,113760,120,B96 B98,S +437,0,3,"Ford, Miss. Doolina Margaret ""Daisy""",female,21,2,2,W./C. 6608,34.375,,S +438,1,2,"Richards, Mrs. Sidney (Emily Hocking)",female,24,2,3,29106,18.75,,S +439,0,1,"Fortune, Mr. Mark",male,64,1,4,19950,263,C23 C25 C27,S +440,0,2,"Kvillner, Mr. Johan Henrik Johannesson",male,31,0,0,C.A. 18723,10.5,,S +441,1,2,"Hart, Mrs. Benjamin (Esther Ada Bloomfield)",female,45,1,1,F.C.C. 13529,26.25,,S +442,0,3,"Hampe, Mr. Leon",male,20,0,0,345769,9.5,,S +443,0,3,"Petterson, Mr. Johan Emil",male,25,1,0,347076,7.775,,S +444,1,2,"Reynaldo, Ms. Encarnacion",female,28,0,0,230434,13,,S +445,1,3,"Johannesen-Bratthammer, Mr. Bernt",male,,0,0,65306,8.1125,,S +446,1,1,"Dodge, Master. Washington",male,4,0,2,33638,81.8583,A34,S +447,1,2,"Mellinger, Miss. Madeleine Violet",female,13,0,1,250644,19.5,,S +448,1,1,"Seward, Mr. Frederic Kimber",male,34,0,0,113794,26.55,,S +449,1,3,"Baclini, Miss. Marie Catherine",female,5,2,1,2666,19.2583,,C +450,1,1,"Peuchen, Major. Arthur Godfrey",male,52,0,0,113786,30.5,C104,S +451,0,2,"West, Mr. Edwy Arthur",male,36,1,2,C.A. 34651,27.75,,S +452,0,3,"Hagland, Mr. Ingvald Olai Olsen",male,,1,0,65303,19.9667,,S +453,0,1,"Foreman, Mr. Benjamin Laventall",male,30,0,0,113051,27.75,C111,C +454,1,1,"Goldenberg, Mr. Samuel L",male,49,1,0,17453,89.1042,C92,C +455,0,3,"Peduzzi, Mr. Joseph",male,,0,0,A/5 2817,8.05,,S +456,1,3,"Jalsevac, Mr. Ivan",male,29,0,0,349240,7.8958,,C +457,0,1,"Millet, Mr. Francis Davis",male,65,0,0,13509,26.55,E38,S +458,1,1,"Kenyon, Mrs. Frederick R (Marion)",female,,1,0,17464,51.8625,D21,S +459,1,2,"Toomey, Miss. Ellen",female,50,0,0,F.C.C. 13531,10.5,,S +460,0,3,"O'Connor, Mr. Maurice",male,,0,0,371060,7.75,,Q +461,1,1,"Anderson, Mr. Harry",male,48,0,0,19952,26.55,E12,S +462,0,3,"Morley, Mr. William",male,34,0,0,364506,8.05,,S +463,0,1,"Gee, Mr. Arthur H",male,47,0,0,111320,38.5,E63,S +464,0,2,"Milling, Mr. Jacob Christian",male,48,0,0,234360,13,,S +465,0,3,"Maisner, Mr. Simon",male,,0,0,A/S 2816,8.05,,S +466,0,3,"Goncalves, Mr. Manuel Estanslas",male,38,0,0,SOTON/O.Q. 3101306,7.05,,S +467,0,2,"Campbell, Mr. William",male,,0,0,239853,0,,S +468,0,1,"Smart, Mr. John Montgomery",male,56,0,0,113792,26.55,,S +469,0,3,"Scanlan, Mr. James",male,,0,0,36209,7.725,,Q +470,1,3,"Baclini, Miss. Helene Barbara",female,0.75,2,1,2666,19.2583,,C +471,0,3,"Keefe, Mr. Arthur",male,,0,0,323592,7.25,,S +472,0,3,"Cacic, Mr. Luka",male,38,0,0,315089,8.6625,,S +473,1,2,"West, Mrs. Edwy Arthur (Ada Mary Worth)",female,33,1,2,C.A. 34651,27.75,,S +474,1,2,"Jerwan, Mrs. Amin S (Marie Marthe Thuillard)",female,23,0,0,SC/AH Basle 541,13.7917,D,C +475,0,3,"Strandberg, Miss. Ida Sofia",female,22,0,0,7553,9.8375,,S +476,0,1,"Clifford, Mr. George Quincy",male,,0,0,110465,52,A14,S +477,0,2,"Renouf, Mr. Peter Henry",male,34,1,0,31027,21,,S +478,0,3,"Braund, Mr. Lewis Richard",male,29,1,0,3460,7.0458,,S +479,0,3,"Karlsson, Mr. Nils August",male,22,0,0,350060,7.5208,,S +480,1,3,"Hirvonen, Miss. Hildur E",female,2,0,1,3101298,12.2875,,S +481,0,3,"Goodwin, Master. Harold Victor",male,9,5,2,CA 2144,46.9,,S +482,0,2,"Frost, Mr. Anthony Wood ""Archie""",male,,0,0,239854,0,,S +483,0,3,"Rouse, Mr. Richard Henry",male,50,0,0,A/5 3594,8.05,,S +484,1,3,"Turkula, Mrs. (Hedwig)",female,63,0,0,4134,9.5875,,S +485,1,1,"Bishop, Mr. Dickinson H",male,25,1,0,11967,91.0792,B49,C +486,0,3,"Lefebre, Miss. Jeannie",female,,3,1,4133,25.4667,,S +487,1,1,"Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby)",female,35,1,0,19943,90,C93,S +488,0,1,"Kent, Mr. Edward Austin",male,58,0,0,11771,29.7,B37,C +489,0,3,"Somerton, Mr. Francis William",male,30,0,0,A.5. 18509,8.05,,S +490,1,3,"Coutts, Master. Eden Leslie ""Neville""",male,9,1,1,C.A. 37671,15.9,,S +491,0,3,"Hagland, Mr. Konrad Mathias Reiersen",male,,1,0,65304,19.9667,,S +492,0,3,"Windelov, Mr. Einar",male,21,0,0,SOTON/OQ 3101317,7.25,,S +493,0,1,"Molson, Mr. Harry Markland",male,55,0,0,113787,30.5,C30,S +494,0,1,"Artagaveytia, Mr. Ramon",male,71,0,0,PC 17609,49.5042,,C +495,0,3,"Stanley, Mr. Edward Roland",male,21,0,0,A/4 45380,8.05,,S +496,0,3,"Yousseff, Mr. Gerious",male,,0,0,2627,14.4583,,C +497,1,1,"Eustis, Miss. Elizabeth Mussey",female,54,1,0,36947,78.2667,D20,C +498,0,3,"Shellard, Mr. Frederick William",male,,0,0,C.A. 6212,15.1,,S +499,0,1,"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)",female,25,1,2,113781,151.55,C22 C26,S +500,0,3,"Svensson, Mr. Olof",male,24,0,0,350035,7.7958,,S +501,0,3,"Calic, Mr. Petar",male,17,0,0,315086,8.6625,,S +502,0,3,"Canavan, Miss. Mary",female,21,0,0,364846,7.75,,Q +503,0,3,"O'Sullivan, Miss. Bridget Mary",female,,0,0,330909,7.6292,,Q +504,0,3,"Laitinen, Miss. Kristina Sofia",female,37,0,0,4135,9.5875,,S +505,1,1,"Maioni, Miss. Roberta",female,16,0,0,110152,86.5,B79,S +506,0,1,"Penasco y Castellana, Mr. Victor de Satode",male,18,1,0,PC 17758,108.9,C65,C +507,1,2,"Quick, Mrs. Frederick Charles (Jane Richards)",female,33,0,2,26360,26,,S +508,1,1,"Bradley, Mr. George (""George Arthur Brayton"")",male,,0,0,111427,26.55,,S +509,0,3,"Olsen, Mr. Henry Margido",male,28,0,0,C 4001,22.525,,S +510,1,3,"Lang, Mr. Fang",male,26,0,0,1601,56.4958,,S +511,1,3,"Daly, Mr. Eugene Patrick",male,29,0,0,382651,7.75,,Q +512,0,3,"Webber, Mr. James",male,,0,0,SOTON/OQ 3101316,8.05,,S +513,1,1,"McGough, Mr. James Robert",male,36,0,0,PC 17473,26.2875,E25,S +514,1,1,"Rothschild, Mrs. Martin (Elizabeth L. Barrett)",female,54,1,0,PC 17603,59.4,,C +515,0,3,"Coleff, Mr. Satio",male,24,0,0,349209,7.4958,,S +516,0,1,"Walker, Mr. William Anderson",male,47,0,0,36967,34.0208,D46,S +517,1,2,"Lemore, Mrs. (Amelia Milley)",female,34,0,0,C.A. 34260,10.5,F33,S +518,0,3,"Ryan, Mr. Patrick",male,,0,0,371110,24.15,,Q +519,1,2,"Angle, Mrs. William A (Florence ""Mary"" Agnes Hughes)",female,36,1,0,226875,26,,S +520,0,3,"Pavlovic, Mr. Stefo",male,32,0,0,349242,7.8958,,S +521,1,1,"Perreault, Miss. Anne",female,30,0,0,12749,93.5,B73,S +522,0,3,"Vovk, Mr. Janko",male,22,0,0,349252,7.8958,,S +523,0,3,"Lahoud, Mr. Sarkis",male,,0,0,2624,7.225,,C +524,1,1,"Hippach, Mrs. Louis Albert (Ida Sophia Fischer)",female,44,0,1,111361,57.9792,B18,C +525,0,3,"Kassem, Mr. Fared",male,,0,0,2700,7.2292,,C +526,0,3,"Farrell, Mr. James",male,40.5,0,0,367232,7.75,,Q +527,1,2,"Ridsdale, Miss. Lucy",female,50,0,0,W./C. 14258,10.5,,S +528,0,1,"Farthing, Mr. John",male,,0,0,PC 17483,221.7792,C95,S +529,0,3,"Salonen, Mr. Johan Werner",male,39,0,0,3101296,7.925,,S +530,0,2,"Hocking, Mr. Richard George",male,23,2,1,29104,11.5,,S +531,1,2,"Quick, Miss. Phyllis May",female,2,1,1,26360,26,,S +532,0,3,"Toufik, Mr. Nakli",male,,0,0,2641,7.2292,,C +533,0,3,"Elias, Mr. Joseph Jr",male,17,1,1,2690,7.2292,,C +534,1,3,"Peter, Mrs. Catherine (Catherine Rizk)",female,,0,2,2668,22.3583,,C +535,0,3,"Cacic, Miss. Marija",female,30,0,0,315084,8.6625,,S +536,1,2,"Hart, Miss. Eva Miriam",female,7,0,2,F.C.C. 13529,26.25,,S +537,0,1,"Butt, Major. Archibald Willingham",male,45,0,0,113050,26.55,B38,S +538,1,1,"LeRoy, Miss. Bertha",female,30,0,0,PC 17761,106.425,,C +539,0,3,"Risien, Mr. Samuel Beard",male,,0,0,364498,14.5,,S +540,1,1,"Frolicher, Miss. Hedwig Margaritha",female,22,0,2,13568,49.5,B39,C +541,1,1,"Crosby, Miss. Harriet R",female,36,0,2,WE/P 5735,71,B22,S +542,0,3,"Andersson, Miss. Ingeborg Constanzia",female,9,4,2,347082,31.275,,S +543,0,3,"Andersson, Miss. Sigrid Elisabeth",female,11,4,2,347082,31.275,,S +544,1,2,"Beane, Mr. Edward",male,32,1,0,2908,26,,S +545,0,1,"Douglas, Mr. Walter Donald",male,50,1,0,PC 17761,106.425,C86,C +546,0,1,"Nicholson, Mr. Arthur Ernest",male,64,0,0,693,26,,S +547,1,2,"Beane, Mrs. Edward (Ethel Clarke)",female,19,1,0,2908,26,,S +548,1,2,"Padro y Manent, Mr. Julian",male,,0,0,SC/PARIS 2146,13.8625,,C +549,0,3,"Goldsmith, Mr. Frank John",male,33,1,1,363291,20.525,,S +550,1,2,"Davies, Master. John Morgan Jr",male,8,1,1,C.A. 33112,36.75,,S +551,1,1,"Thayer, Mr. John Borland Jr",male,17,0,2,17421,110.8833,C70,C +552,0,2,"Sharp, Mr. Percival James R",male,27,0,0,244358,26,,S +553,0,3,"O'Brien, Mr. Timothy",male,,0,0,330979,7.8292,,Q +554,1,3,"Leeni, Mr. Fahim (""Philip Zenni"")",male,22,0,0,2620,7.225,,C +555,1,3,"Ohman, Miss. Velin",female,22,0,0,347085,7.775,,S +556,0,1,"Wright, Mr. George",male,62,0,0,113807,26.55,,S +557,1,1,"Duff Gordon, Lady. (Lucille Christiana Sutherland) (""Mrs Morgan"")",female,48,1,0,11755,39.6,A16,C +558,0,1,"Robbins, Mr. Victor",male,,0,0,PC 17757,227.525,,C +559,1,1,"Taussig, Mrs. Emil (Tillie Mandelbaum)",female,39,1,1,110413,79.65,E67,S +560,1,3,"de Messemaeker, Mrs. Guillaume Joseph (Emma)",female,36,1,0,345572,17.4,,S +561,0,3,"Morrow, Mr. Thomas Rowan",male,,0,0,372622,7.75,,Q +562,0,3,"Sivic, Mr. Husein",male,40,0,0,349251,7.8958,,S +563,0,2,"Norman, Mr. Robert Douglas",male,28,0,0,218629,13.5,,S +564,0,3,"Simmons, Mr. John",male,,0,0,SOTON/OQ 392082,8.05,,S +565,0,3,"Meanwell, Miss. (Marion Ogden)",female,,0,0,SOTON/O.Q. 392087,8.05,,S +566,0,3,"Davies, Mr. Alfred J",male,24,2,0,A/4 48871,24.15,,S +567,0,3,"Stoytcheff, Mr. Ilia",male,19,0,0,349205,7.8958,,S +568,0,3,"Palsson, Mrs. Nils (Alma Cornelia Berglund)",female,29,0,4,349909,21.075,,S +569,0,3,"Doharr, Mr. Tannous",male,,0,0,2686,7.2292,,C +570,1,3,"Jonsson, Mr. Carl",male,32,0,0,350417,7.8542,,S +571,1,2,"Harris, Mr. George",male,62,0,0,S.W./PP 752,10.5,,S +572,1,1,"Appleton, Mrs. Edward Dale (Charlotte Lamson)",female,53,2,0,11769,51.4792,C101,S +573,1,1,"Flynn, Mr. John Irwin (""Irving"")",male,36,0,0,PC 17474,26.3875,E25,S +574,1,3,"Kelly, Miss. Mary",female,,0,0,14312,7.75,,Q +575,0,3,"Rush, Mr. Alfred George John",male,16,0,0,A/4. 20589,8.05,,S +576,0,3,"Patchett, Mr. George",male,19,0,0,358585,14.5,,S +577,1,2,"Garside, Miss. Ethel",female,34,0,0,243880,13,,S +578,1,1,"Silvey, Mrs. William Baird (Alice Munger)",female,39,1,0,13507,55.9,E44,S +579,0,3,"Caram, Mrs. Joseph (Maria Elias)",female,,1,0,2689,14.4583,,C +580,1,3,"Jussila, Mr. Eiriik",male,32,0,0,STON/O 2. 3101286,7.925,,S +581,1,2,"Christy, Miss. Julie Rachel",female,25,1,1,237789,30,,S +582,1,1,"Thayer, Mrs. John Borland (Marian Longstreth Morris)",female,39,1,1,17421,110.8833,C68,C +583,0,2,"Downton, Mr. William James",male,54,0,0,28403,26,,S +584,0,1,"Ross, Mr. John Hugo",male,36,0,0,13049,40.125,A10,C +585,0,3,"Paulner, Mr. Uscher",male,,0,0,3411,8.7125,,C +586,1,1,"Taussig, Miss. Ruth",female,18,0,2,110413,79.65,E68,S +587,0,2,"Jarvis, Mr. John Denzil",male,47,0,0,237565,15,,S +588,1,1,"Frolicher-Stehli, Mr. Maxmillian",male,60,1,1,13567,79.2,B41,C +589,0,3,"Gilinski, Mr. Eliezer",male,22,0,0,14973,8.05,,S +590,0,3,"Murdlin, Mr. Joseph",male,,0,0,A./5. 3235,8.05,,S +591,0,3,"Rintamaki, Mr. Matti",male,35,0,0,STON/O 2. 3101273,7.125,,S +592,1,1,"Stephenson, Mrs. Walter Bertram (Martha Eustis)",female,52,1,0,36947,78.2667,D20,C +593,0,3,"Elsbury, Mr. William James",male,47,0,0,A/5 3902,7.25,,S +594,0,3,"Bourke, Miss. Mary",female,,0,2,364848,7.75,,Q +595,0,2,"Chapman, Mr. John Henry",male,37,1,0,SC/AH 29037,26,,S +596,0,3,"Van Impe, Mr. Jean Baptiste",male,36,1,1,345773,24.15,,S +597,1,2,"Leitch, Miss. Jessie Wills",female,,0,0,248727,33,,S +598,0,3,"Johnson, Mr. Alfred",male,49,0,0,LINE,0,,S +599,0,3,"Boulos, Mr. Hanna",male,,0,0,2664,7.225,,C +600,1,1,"Duff Gordon, Sir. Cosmo Edmund (""Mr Morgan"")",male,49,1,0,PC 17485,56.9292,A20,C +601,1,2,"Jacobsohn, Mrs. Sidney Samuel (Amy Frances Christy)",female,24,2,1,243847,27,,S +602,0,3,"Slabenoff, Mr. Petco",male,,0,0,349214,7.8958,,S +603,0,1,"Harrington, Mr. Charles H",male,,0,0,113796,42.4,,S +604,0,3,"Torber, Mr. Ernst William",male,44,0,0,364511,8.05,,S +605,1,1,"Homer, Mr. Harry (""Mr E Haven"")",male,35,0,0,111426,26.55,,C +606,0,3,"Lindell, Mr. Edvard Bengtsson",male,36,1,0,349910,15.55,,S +607,0,3,"Karaic, Mr. Milan",male,30,0,0,349246,7.8958,,S +608,1,1,"Daniel, Mr. Robert Williams",male,27,0,0,113804,30.5,,S +609,1,2,"Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)",female,22,1,2,SC/Paris 2123,41.5792,,C +610,1,1,"Shutes, Miss. Elizabeth W",female,40,0,0,PC 17582,153.4625,C125,S +611,0,3,"Andersson, Mrs. Anders Johan (Alfrida Konstantia Brogren)",female,39,1,5,347082,31.275,,S +612,0,3,"Jardin, Mr. Jose Neto",male,,0,0,SOTON/O.Q. 3101305,7.05,,S +613,1,3,"Murphy, Miss. Margaret Jane",female,,1,0,367230,15.5,,Q +614,0,3,"Horgan, Mr. John",male,,0,0,370377,7.75,,Q +615,0,3,"Brocklebank, Mr. William Alfred",male,35,0,0,364512,8.05,,S +616,1,2,"Herman, Miss. Alice",female,24,1,2,220845,65,,S +617,0,3,"Danbom, Mr. Ernst Gilbert",male,34,1,1,347080,14.4,,S +618,0,3,"Lobb, Mrs. William Arthur (Cordelia K Stanlick)",female,26,1,0,A/5. 3336,16.1,,S +619,1,2,"Becker, Miss. Marion Louise",female,4,2,1,230136,39,F4,S +620,0,2,"Gavey, Mr. Lawrence",male,26,0,0,31028,10.5,,S +621,0,3,"Yasbeck, Mr. Antoni",male,27,1,0,2659,14.4542,,C +622,1,1,"Kimball, Mr. Edwin Nelson Jr",male,42,1,0,11753,52.5542,D19,S +623,1,3,"Nakid, Mr. Sahid",male,20,1,1,2653,15.7417,,C +624,0,3,"Hansen, Mr. Henry Damsgaard",male,21,0,0,350029,7.8542,,S +625,0,3,"Bowen, Mr. David John ""Dai""",male,21,0,0,54636,16.1,,S +626,0,1,"Sutton, Mr. Frederick",male,61,0,0,36963,32.3208,D50,S +627,0,2,"Kirkland, Rev. Charles Leonard",male,57,0,0,219533,12.35,,Q +628,1,1,"Longley, Miss. Gretchen Fiske",female,21,0,0,13502,77.9583,D9,S +629,0,3,"Bostandyeff, Mr. Guentcho",male,26,0,0,349224,7.8958,,S +630,0,3,"O'Connell, Mr. Patrick D",male,,0,0,334912,7.7333,,Q +631,1,1,"Barkworth, Mr. Algernon Henry Wilson",male,80,0,0,27042,30,A23,S +632,0,3,"Lundahl, Mr. Johan Svensson",male,51,0,0,347743,7.0542,,S +633,1,1,"Stahelin-Maeglin, Dr. Max",male,32,0,0,13214,30.5,B50,C +634,0,1,"Parr, Mr. William Henry Marsh",male,,0,0,112052,0,,S +635,0,3,"Skoog, Miss. Mabel",female,9,3,2,347088,27.9,,S +636,1,2,"Davis, Miss. Mary",female,28,0,0,237668,13,,S +637,0,3,"Leinonen, Mr. Antti Gustaf",male,32,0,0,STON/O 2. 3101292,7.925,,S +638,0,2,"Collyer, Mr. Harvey",male,31,1,1,C.A. 31921,26.25,,S +639,0,3,"Panula, Mrs. Juha (Maria Emilia Ojala)",female,41,0,5,3101295,39.6875,,S +640,0,3,"Thorneycroft, Mr. Percival",male,,1,0,376564,16.1,,S +641,0,3,"Jensen, Mr. Hans Peder",male,20,0,0,350050,7.8542,,S +642,1,1,"Sagesser, Mlle. Emma",female,24,0,0,PC 17477,69.3,B35,C +643,0,3,"Skoog, Miss. Margit Elizabeth",female,2,3,2,347088,27.9,,S +644,1,3,"Foo, Mr. Choong",male,,0,0,1601,56.4958,,S +645,1,3,"Baclini, Miss. Eugenie",female,0.75,2,1,2666,19.2583,,C +646,1,1,"Harper, Mr. Henry Sleeper",male,48,1,0,PC 17572,76.7292,D33,C +647,0,3,"Cor, Mr. Liudevit",male,19,0,0,349231,7.8958,,S +648,1,1,"Simonius-Blumer, Col. Oberst Alfons",male,56,0,0,13213,35.5,A26,C +649,0,3,"Willey, Mr. Edward",male,,0,0,S.O./P.P. 751,7.55,,S +650,1,3,"Stanley, Miss. Amy Zillah Elsie",female,23,0,0,CA. 2314,7.55,,S +651,0,3,"Mitkoff, Mr. Mito",male,,0,0,349221,7.8958,,S +652,1,2,"Doling, Miss. Elsie",female,18,0,1,231919,23,,S +653,0,3,"Kalvik, Mr. Johannes Halvorsen",male,21,0,0,8475,8.4333,,S +654,1,3,"O'Leary, Miss. Hanora ""Norah""",female,,0,0,330919,7.8292,,Q +655,0,3,"Hegarty, Miss. Hanora ""Nora""",female,18,0,0,365226,6.75,,Q +656,0,2,"Hickman, Mr. Leonard Mark",male,24,2,0,S.O.C. 14879,73.5,,S +657,0,3,"Radeff, Mr. Alexander",male,,0,0,349223,7.8958,,S +658,0,3,"Bourke, Mrs. John (Catherine)",female,32,1,1,364849,15.5,,Q +659,0,2,"Eitemiller, Mr. George Floyd",male,23,0,0,29751,13,,S +660,0,1,"Newell, Mr. Arthur Webster",male,58,0,2,35273,113.275,D48,C +661,1,1,"Frauenthal, Dr. Henry William",male,50,2,0,PC 17611,133.65,,S +662,0,3,"Badt, Mr. Mohamed",male,40,0,0,2623,7.225,,C +663,0,1,"Colley, Mr. Edward Pomeroy",male,47,0,0,5727,25.5875,E58,S +664,0,3,"Coleff, Mr. Peju",male,36,0,0,349210,7.4958,,S +665,1,3,"Lindqvist, Mr. Eino William",male,20,1,0,STON/O 2. 3101285,7.925,,S +666,0,2,"Hickman, Mr. Lewis",male,32,2,0,S.O.C. 14879,73.5,,S +667,0,2,"Butler, Mr. Reginald Fenton",male,25,0,0,234686,13,,S +668,0,3,"Rommetvedt, Mr. Knud Paust",male,,0,0,312993,7.775,,S +669,0,3,"Cook, Mr. Jacob",male,43,0,0,A/5 3536,8.05,,S +670,1,1,"Taylor, Mrs. Elmer Zebley (Juliet Cummins Wright)",female,,1,0,19996,52,C126,S +671,1,2,"Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)",female,40,1,1,29750,39,,S +672,0,1,"Davidson, Mr. Thornton",male,31,1,0,F.C. 12750,52,B71,S +673,0,2,"Mitchell, Mr. Henry Michael",male,70,0,0,C.A. 24580,10.5,,S +674,1,2,"Wilhelms, Mr. Charles",male,31,0,0,244270,13,,S +675,0,2,"Watson, Mr. Ennis Hastings",male,,0,0,239856,0,,S +676,0,3,"Edvardsson, Mr. Gustaf Hjalmar",male,18,0,0,349912,7.775,,S +677,0,3,"Sawyer, Mr. Frederick Charles",male,24.5,0,0,342826,8.05,,S +678,1,3,"Turja, Miss. Anna Sofia",female,18,0,0,4138,9.8417,,S +679,0,3,"Goodwin, Mrs. Frederick (Augusta Tyler)",female,43,1,6,CA 2144,46.9,,S +680,1,1,"Cardeza, Mr. Thomas Drake Martinez",male,36,0,1,PC 17755,512.3292,B51 B53 B55,C +681,0,3,"Peters, Miss. Katie",female,,0,0,330935,8.1375,,Q +682,1,1,"Hassab, Mr. Hammad",male,27,0,0,PC 17572,76.7292,D49,C +683,0,3,"Olsvigen, Mr. Thor Anderson",male,20,0,0,6563,9.225,,S +684,0,3,"Goodwin, Mr. Charles Edward",male,14,5,2,CA 2144,46.9,,S +685,0,2,"Brown, Mr. Thomas William Solomon",male,60,1,1,29750,39,,S +686,0,2,"Laroche, Mr. Joseph Philippe Lemercier",male,25,1,2,SC/Paris 2123,41.5792,,C +687,0,3,"Panula, Mr. Jaako Arnold",male,14,4,1,3101295,39.6875,,S +688,0,3,"Dakic, Mr. Branko",male,19,0,0,349228,10.1708,,S +689,0,3,"Fischer, Mr. Eberhard Thelander",male,18,0,0,350036,7.7958,,S +690,1,1,"Madill, Miss. Georgette Alexandra",female,15,0,1,24160,211.3375,B5,S +691,1,1,"Dick, Mr. Albert Adrian",male,31,1,0,17474,57,B20,S +692,1,3,"Karun, Miss. Manca",female,4,0,1,349256,13.4167,,C +693,1,3,"Lam, Mr. Ali",male,,0,0,1601,56.4958,,S +694,0,3,"Saad, Mr. Khalil",male,25,0,0,2672,7.225,,C +695,0,1,"Weir, Col. John",male,60,0,0,113800,26.55,,S +696,0,2,"Chapman, Mr. Charles Henry",male,52,0,0,248731,13.5,,S +697,0,3,"Kelly, Mr. James",male,44,0,0,363592,8.05,,S +698,1,3,"Mullens, Miss. Katherine ""Katie""",female,,0,0,35852,7.7333,,Q +699,0,1,"Thayer, Mr. John Borland",male,49,1,1,17421,110.8833,C68,C +700,0,3,"Humblen, Mr. Adolf Mathias Nicolai Olsen",male,42,0,0,348121,7.65,F G63,S +701,1,1,"Astor, Mrs. John Jacob (Madeleine Talmadge Force)",female,18,1,0,PC 17757,227.525,C62 C64,C +702,1,1,"Silverthorne, Mr. Spencer Victor",male,35,0,0,PC 17475,26.2875,E24,S +703,0,3,"Barbara, Miss. Saiide",female,18,0,1,2691,14.4542,,C +704,0,3,"Gallagher, Mr. Martin",male,25,0,0,36864,7.7417,,Q +705,0,3,"Hansen, Mr. Henrik Juul",male,26,1,0,350025,7.8542,,S +706,0,2,"Morley, Mr. Henry Samuel (""Mr Henry Marshall"")",male,39,0,0,250655,26,,S +707,1,2,"Kelly, Mrs. Florence ""Fannie""",female,45,0,0,223596,13.5,,S +708,1,1,"Calderhead, Mr. Edward Pennington",male,42,0,0,PC 17476,26.2875,E24,S +709,1,1,"Cleaver, Miss. Alice",female,22,0,0,113781,151.55,,S +710,1,3,"Moubarek, Master. Halim Gonios (""William George"")",male,,1,1,2661,15.2458,,C +711,1,1,"Mayne, Mlle. Berthe Antonine (""Mrs de Villiers"")",female,24,0,0,PC 17482,49.5042,C90,C +712,0,1,"Klaber, Mr. Herman",male,,0,0,113028,26.55,C124,S +713,1,1,"Taylor, Mr. Elmer Zebley",male,48,1,0,19996,52,C126,S +714,0,3,"Larsson, Mr. August Viktor",male,29,0,0,7545,9.4833,,S +715,0,2,"Greenberg, Mr. Samuel",male,52,0,0,250647,13,,S +716,0,3,"Soholt, Mr. Peter Andreas Lauritz Andersen",male,19,0,0,348124,7.65,F G73,S +717,1,1,"Endres, Miss. Caroline Louise",female,38,0,0,PC 17757,227.525,C45,C +718,1,2,"Troutt, Miss. Edwina Celia ""Winnie""",female,27,0,0,34218,10.5,E101,S +719,0,3,"McEvoy, Mr. Michael",male,,0,0,36568,15.5,,Q +720,0,3,"Johnson, Mr. Malkolm Joackim",male,33,0,0,347062,7.775,,S +721,1,2,"Harper, Miss. Annie Jessie ""Nina""",female,6,0,1,248727,33,,S +722,0,3,"Jensen, Mr. Svend Lauritz",male,17,1,0,350048,7.0542,,S +723,0,2,"Gillespie, Mr. William Henry",male,34,0,0,12233,13,,S +724,0,2,"Hodges, Mr. Henry Price",male,50,0,0,250643,13,,S +725,1,1,"Chambers, Mr. Norman Campbell",male,27,1,0,113806,53.1,E8,S +726,0,3,"Oreskovic, Mr. Luka",male,20,0,0,315094,8.6625,,S +727,1,2,"Renouf, Mrs. Peter Henry (Lillian Jefferys)",female,30,3,0,31027,21,,S +728,1,3,"Mannion, Miss. Margareth",female,,0,0,36866,7.7375,,Q +729,0,2,"Bryhl, Mr. Kurt Arnold Gottfrid",male,25,1,0,236853,26,,S +730,0,3,"Ilmakangas, Miss. Pieta Sofia",female,25,1,0,STON/O2. 3101271,7.925,,S +731,1,1,"Allen, Miss. Elisabeth Walton",female,29,0,0,24160,211.3375,B5,S +732,0,3,"Hassan, Mr. Houssein G N",male,11,0,0,2699,18.7875,,C +733,0,2,"Knight, Mr. Robert J",male,,0,0,239855,0,,S +734,0,2,"Berriman, Mr. William John",male,23,0,0,28425,13,,S +735,0,2,"Troupiansky, Mr. Moses Aaron",male,23,0,0,233639,13,,S +736,0,3,"Williams, Mr. Leslie",male,28.5,0,0,54636,16.1,,S +737,0,3,"Ford, Mrs. Edward (Margaret Ann Watson)",female,48,1,3,W./C. 6608,34.375,,S +738,1,1,"Lesurer, Mr. Gustave J",male,35,0,0,PC 17755,512.3292,B101,C +739,0,3,"Ivanoff, Mr. Kanio",male,,0,0,349201,7.8958,,S +740,0,3,"Nankoff, Mr. Minko",male,,0,0,349218,7.8958,,S +741,1,1,"Hawksford, Mr. Walter James",male,,0,0,16988,30,D45,S +742,0,1,"Cavendish, Mr. Tyrell William",male,36,1,0,19877,78.85,C46,S +743,1,1,"Ryerson, Miss. Susan Parker ""Suzette""",female,21,2,2,PC 17608,262.375,B57 B59 B63 B66,C +744,0,3,"McNamee, Mr. Neal",male,24,1,0,376566,16.1,,S +745,1,3,"Stranden, Mr. Juho",male,31,0,0,STON/O 2. 3101288,7.925,,S +746,0,1,"Crosby, Capt. Edward Gifford",male,70,1,1,WE/P 5735,71,B22,S +747,0,3,"Abbott, Mr. Rossmore Edward",male,16,1,1,C.A. 2673,20.25,,S +748,1,2,"Sinkkonen, Miss. Anna",female,30,0,0,250648,13,,S +749,0,1,"Marvin, Mr. Daniel Warner",male,19,1,0,113773,53.1,D30,S +750,0,3,"Connaghton, Mr. Michael",male,31,0,0,335097,7.75,,Q +751,1,2,"Wells, Miss. Joan",female,4,1,1,29103,23,,S +752,1,3,"Moor, Master. Meier",male,6,0,1,392096,12.475,E121,S +753,0,3,"Vande Velde, Mr. Johannes Joseph",male,33,0,0,345780,9.5,,S +754,0,3,"Jonkoff, Mr. Lalio",male,23,0,0,349204,7.8958,,S +755,1,2,"Herman, Mrs. Samuel (Jane Laver)",female,48,1,2,220845,65,,S +756,1,2,"Hamalainen, Master. Viljo",male,0.67,1,1,250649,14.5,,S +757,0,3,"Carlsson, Mr. August Sigfrid",male,28,0,0,350042,7.7958,,S +758,0,2,"Bailey, Mr. Percy Andrew",male,18,0,0,29108,11.5,,S +759,0,3,"Theobald, Mr. Thomas Leonard",male,34,0,0,363294,8.05,,S +760,1,1,"Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)",female,33,0,0,110152,86.5,B77,S +761,0,3,"Garfirth, Mr. John",male,,0,0,358585,14.5,,S +762,0,3,"Nirva, Mr. Iisakki Antino Aijo",male,41,0,0,SOTON/O2 3101272,7.125,,S +763,1,3,"Barah, Mr. Hanna Assi",male,20,0,0,2663,7.2292,,C +764,1,1,"Carter, Mrs. William Ernest (Lucile Polk)",female,36,1,2,113760,120,B96 B98,S +765,0,3,"Eklund, Mr. Hans Linus",male,16,0,0,347074,7.775,,S +766,1,1,"Hogeboom, Mrs. John C (Anna Andrews)",female,51,1,0,13502,77.9583,D11,S +767,0,1,"Brewe, Dr. Arthur Jackson",male,,0,0,112379,39.6,,C +768,0,3,"Mangan, Miss. Mary",female,30.5,0,0,364850,7.75,,Q +769,0,3,"Moran, Mr. Daniel J",male,,1,0,371110,24.15,,Q +770,0,3,"Gronnestad, Mr. Daniel Danielsen",male,32,0,0,8471,8.3625,,S +771,0,3,"Lievens, Mr. Rene Aime",male,24,0,0,345781,9.5,,S +772,0,3,"Jensen, Mr. Niels Peder",male,48,0,0,350047,7.8542,,S +773,0,2,"Mack, Mrs. (Mary)",female,57,0,0,S.O./P.P. 3,10.5,E77,S +774,0,3,"Elias, Mr. Dibo",male,,0,0,2674,7.225,,C +775,1,2,"Hocking, Mrs. Elizabeth (Eliza Needs)",female,54,1,3,29105,23,,S +776,0,3,"Myhrman, Mr. Pehr Fabian Oliver Malkolm",male,18,0,0,347078,7.75,,S +777,0,3,"Tobin, Mr. Roger",male,,0,0,383121,7.75,F38,Q +778,1,3,"Emanuel, Miss. Virginia Ethel",female,5,0,0,364516,12.475,,S +779,0,3,"Kilgannon, Mr. Thomas J",male,,0,0,36865,7.7375,,Q +780,1,1,"Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)",female,43,0,1,24160,211.3375,B3,S +781,1,3,"Ayoub, Miss. Banoura",female,13,0,0,2687,7.2292,,C +782,1,1,"Dick, Mrs. Albert Adrian (Vera Gillespie)",female,17,1,0,17474,57,B20,S +783,0,1,"Long, Mr. Milton Clyde",male,29,0,0,113501,30,D6,S +784,0,3,"Johnston, Mr. Andrew G",male,,1,2,W./C. 6607,23.45,,S +785,0,3,"Ali, Mr. William",male,25,0,0,SOTON/O.Q. 3101312,7.05,,S +786,0,3,"Harmer, Mr. Abraham (David Lishin)",male,25,0,0,374887,7.25,,S +787,1,3,"Sjoblom, Miss. Anna Sofia",female,18,0,0,3101265,7.4958,,S +788,0,3,"Rice, Master. George Hugh",male,8,4,1,382652,29.125,,Q +789,1,3,"Dean, Master. Bertram Vere",male,1,1,2,C.A. 2315,20.575,,S +790,0,1,"Guggenheim, Mr. Benjamin",male,46,0,0,PC 17593,79.2,B82 B84,C +791,0,3,"Keane, Mr. Andrew ""Andy""",male,,0,0,12460,7.75,,Q +792,0,2,"Gaskell, Mr. Alfred",male,16,0,0,239865,26,,S +793,0,3,"Sage, Miss. Stella Anna",female,,8,2,CA. 2343,69.55,,S +794,0,1,"Hoyt, Mr. William Fisher",male,,0,0,PC 17600,30.6958,,C +795,0,3,"Dantcheff, Mr. Ristiu",male,25,0,0,349203,7.8958,,S +796,0,2,"Otter, Mr. Richard",male,39,0,0,28213,13,,S +797,1,1,"Leader, Dr. Alice (Farnham)",female,49,0,0,17465,25.9292,D17,S +798,1,3,"Osman, Mrs. Mara",female,31,0,0,349244,8.6833,,S +799,0,3,"Ibrahim Shawah, Mr. Yousseff",male,30,0,0,2685,7.2292,,C +800,0,3,"Van Impe, Mrs. Jean Baptiste (Rosalie Paula Govaert)",female,30,1,1,345773,24.15,,S +801,0,2,"Ponesell, Mr. Martin",male,34,0,0,250647,13,,S +802,1,2,"Collyer, Mrs. Harvey (Charlotte Annie Tate)",female,31,1,1,C.A. 31921,26.25,,S +803,1,1,"Carter, Master. William Thornton II",male,11,1,2,113760,120,B96 B98,S +804,1,3,"Thomas, Master. Assad Alexander",male,0.42,0,1,2625,8.5167,,C +805,1,3,"Hedman, Mr. Oskar Arvid",male,27,0,0,347089,6.975,,S +806,0,3,"Johansson, Mr. Karl Johan",male,31,0,0,347063,7.775,,S +807,0,1,"Andrews, Mr. Thomas Jr",male,39,0,0,112050,0,A36,S +808,0,3,"Pettersson, Miss. Ellen Natalia",female,18,0,0,347087,7.775,,S +809,0,2,"Meyer, Mr. August",male,39,0,0,248723,13,,S +810,1,1,"Chambers, Mrs. Norman Campbell (Bertha Griggs)",female,33,1,0,113806,53.1,E8,S +811,0,3,"Alexander, Mr. William",male,26,0,0,3474,7.8875,,S +812,0,3,"Lester, Mr. James",male,39,0,0,A/4 48871,24.15,,S +813,0,2,"Slemen, Mr. Richard James",male,35,0,0,28206,10.5,,S +814,0,3,"Andersson, Miss. Ebba Iris Alfrida",female,6,4,2,347082,31.275,,S +815,0,3,"Tomlin, Mr. Ernest Portage",male,30.5,0,0,364499,8.05,,S +816,0,1,"Fry, Mr. Richard",male,,0,0,112058,0,B102,S +817,0,3,"Heininen, Miss. Wendla Maria",female,23,0,0,STON/O2. 3101290,7.925,,S +818,0,2,"Mallet, Mr. Albert",male,31,1,1,S.C./PARIS 2079,37.0042,,C +819,0,3,"Holm, Mr. John Fredrik Alexander",male,43,0,0,C 7075,6.45,,S +820,0,3,"Skoog, Master. Karl Thorsten",male,10,3,2,347088,27.9,,S +821,1,1,"Hays, Mrs. Charles Melville (Clara Jennings Gregg)",female,52,1,1,12749,93.5,B69,S +822,1,3,"Lulic, Mr. Nikola",male,27,0,0,315098,8.6625,,S +823,0,1,"Reuchlin, Jonkheer. John George",male,38,0,0,19972,0,,S +824,1,3,"Moor, Mrs. (Beila)",female,27,0,1,392096,12.475,E121,S +825,0,3,"Panula, Master. Urho Abraham",male,2,4,1,3101295,39.6875,,S +826,0,3,"Flynn, Mr. John",male,,0,0,368323,6.95,,Q +827,0,3,"Lam, Mr. Len",male,,0,0,1601,56.4958,,S +828,1,2,"Mallet, Master. Andre",male,1,0,2,S.C./PARIS 2079,37.0042,,C +829,1,3,"McCormack, Mr. Thomas Joseph",male,,0,0,367228,7.75,,Q +830,1,1,"Stone, Mrs. George Nelson (Martha Evelyn)",female,62,0,0,113572,80,B28, +831,1,3,"Yasbeck, Mrs. Antoni (Selini Alexander)",female,15,1,0,2659,14.4542,,C +832,1,2,"Richards, Master. George Sibley",male,0.83,1,1,29106,18.75,,S +833,0,3,"Saad, Mr. Amin",male,,0,0,2671,7.2292,,C +834,0,3,"Augustsson, Mr. Albert",male,23,0,0,347468,7.8542,,S +835,0,3,"Allum, Mr. Owen George",male,18,0,0,2223,8.3,,S +836,1,1,"Compton, Miss. Sara Rebecca",female,39,1,1,PC 17756,83.1583,E49,C +837,0,3,"Pasic, Mr. Jakob",male,21,0,0,315097,8.6625,,S +838,0,3,"Sirota, Mr. Maurice",male,,0,0,392092,8.05,,S +839,1,3,"Chip, Mr. Chang",male,32,0,0,1601,56.4958,,S +840,1,1,"Marechal, Mr. Pierre",male,,0,0,11774,29.7,C47,C +841,0,3,"Alhomaki, Mr. Ilmari Rudolf",male,20,0,0,SOTON/O2 3101287,7.925,,S +842,0,2,"Mudd, Mr. Thomas Charles",male,16,0,0,S.O./P.P. 3,10.5,,S +843,1,1,"Serepeca, Miss. Augusta",female,30,0,0,113798,31,,C +844,0,3,"Lemberopolous, Mr. Peter L",male,34.5,0,0,2683,6.4375,,C +845,0,3,"Culumovic, Mr. Jeso",male,17,0,0,315090,8.6625,,S +846,0,3,"Abbing, Mr. Anthony",male,42,0,0,C.A. 5547,7.55,,S +847,0,3,"Sage, Mr. Douglas Bullen",male,,8,2,CA. 2343,69.55,,S +848,0,3,"Markoff, Mr. Marin",male,35,0,0,349213,7.8958,,C +849,0,2,"Harper, Rev. John",male,28,0,1,248727,33,,S +850,1,1,"Goldenberg, Mrs. Samuel L (Edwiga Grabowska)",female,,1,0,17453,89.1042,C92,C +851,0,3,"Andersson, Master. Sigvard Harald Elias",male,4,4,2,347082,31.275,,S +852,0,3,"Svensson, Mr. Johan",male,74,0,0,347060,7.775,,S +853,0,3,"Boulos, Miss. Nourelain",female,9,1,1,2678,15.2458,,C +854,1,1,"Lines, Miss. Mary Conover",female,16,0,1,PC 17592,39.4,D28,S +855,0,2,"Carter, Mrs. Ernest Courtenay (Lilian Hughes)",female,44,1,0,244252,26,,S +856,1,3,"Aks, Mrs. Sam (Leah Rosen)",female,18,0,1,392091,9.35,,S +857,1,1,"Wick, Mrs. George Dennick (Mary Hitchcock)",female,45,1,1,36928,164.8667,,S +858,1,1,"Daly, Mr. Peter Denis ",male,51,0,0,113055,26.55,E17,S +859,1,3,"Baclini, Mrs. Solomon (Latifa Qurban)",female,24,0,3,2666,19.2583,,C +860,0,3,"Razi, Mr. Raihed",male,,0,0,2629,7.2292,,C +861,0,3,"Hansen, Mr. Claus Peter",male,41,2,0,350026,14.1083,,S +862,0,2,"Giles, Mr. Frederick Edward",male,21,1,0,28134,11.5,,S +863,1,1,"Swift, Mrs. Frederick Joel (Margaret Welles Barron)",female,48,0,0,17466,25.9292,D17,S +864,0,3,"Sage, Miss. Dorothy Edith ""Dolly""",female,,8,2,CA. 2343,69.55,,S +865,0,2,"Gill, Mr. John William",male,24,0,0,233866,13,,S +866,1,2,"Bystrom, Mrs. (Karolina)",female,42,0,0,236852,13,,S +867,1,2,"Duran y More, Miss. Asuncion",female,27,1,0,SC/PARIS 2149,13.8583,,C +868,0,1,"Roebling, Mr. Washington Augustus II",male,31,0,0,PC 17590,50.4958,A24,S +869,0,3,"van Melkebeke, Mr. Philemon",male,,0,0,345777,9.5,,S +870,1,3,"Johnson, Master. Harold Theodor",male,4,1,1,347742,11.1333,,S +871,0,3,"Balkic, Mr. Cerin",male,26,0,0,349248,7.8958,,S +872,1,1,"Beckwith, Mrs. Richard Leonard (Sallie Monypeny)",female,47,1,1,11751,52.5542,D35,S +873,0,1,"Carlsson, Mr. Frans Olof",male,33,0,0,695,5,B51 B53 B55,S +874,0,3,"Vander Cruyssen, Mr. Victor",male,47,0,0,345765,9,,S +875,1,2,"Abelson, Mrs. Samuel (Hannah Wizosky)",female,28,1,0,P/PP 3381,24,,C +876,1,3,"Najib, Miss. Adele Kiamie ""Jane""",female,15,0,0,2667,7.225,,C +877,0,3,"Gustafsson, Mr. Alfred Ossian",male,20,0,0,7534,9.8458,,S +878,0,3,"Petroff, Mr. Nedelio",male,19,0,0,349212,7.8958,,S +879,0,3,"Laleff, Mr. Kristo",male,,0,0,349217,7.8958,,S +880,1,1,"Potter, Mrs. Thomas Jr (Lily Alexenia Wilson)",female,56,0,1,11767,83.1583,C50,C +881,1,2,"Shelley, Mrs. William (Imanita Parrish Hall)",female,25,0,1,230433,26,,S +882,0,3,"Markun, Mr. Johann",male,33,0,0,349257,7.8958,,S +883,0,3,"Dahlberg, Miss. Gerda Ulrika",female,22,0,0,7552,10.5167,,S +884,0,2,"Banfield, Mr. Frederick James",male,28,0,0,C.A./SOTON 34068,10.5,,S +885,0,3,"Sutehall, Mr. Henry Jr",male,25,0,0,SOTON/OQ 392076,7.05,,S +886,0,3,"Rice, Mrs. William (Margaret Norton)",female,39,0,5,382652,29.125,,Q +887,0,2,"Montvila, Rev. Juozas",male,27,0,0,211536,13,,S +888,1,1,"Graham, Miss. Margaret Edith",female,19,0,0,112053,30,B42,S +889,0,3,"Johnston, Miss. Catherine Helen ""Carrie""",female,,1,2,W./C. 6607,23.45,,S +890,1,1,"Behr, Mr. Karl Howell",male,26,0,0,111369,30,C148,C +891,0,3,"Dooley, Mr. Patrick",male,32,0,0,370376,7.75,,Q From 4838c6dbeba892137e5d4e8b9a1a5f35030ca96b Mon Sep 17 00:00:00 2001 From: a-shdv Date: Fri, 3 Nov 2023 15:55:25 +0400 Subject: [PATCH 3/7] Delete 'shadaev_anton_lab_3/.DS_Store' --- shadaev_anton_lab_3/.DS_Store | Bin 6148 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 shadaev_anton_lab_3/.DS_Store diff --git a/shadaev_anton_lab_3/.DS_Store b/shadaev_anton_lab_3/.DS_Store deleted file mode 100644 index bd7d97195a633ac3780182b6328f5958323024dc..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6148 zcmeHK!A`?441IweCb;a#u|EK1><6l;NFX6D6I`KVl|YPb+S*Cn`sqB|0a4LirwQ3r z@*KxboL4nz0EBTp8v+9WeHOtWN{5KKv+F223kDryfj7M10xNuW40MPl$^8Ts^R7_f zSN^MNdRK3%HT!Qc;d(aoDDi<5k62=kntDlViky)Wo#KJ*5^J>qgL zWGBTfp9!9Dg-ezZwIQwIUofKJC|lYjBZ*j0pR+Y3j_9{L=lhs*=b8@j1$a)*fHU9> zI0JiUfM>Qy|J2ZHXTTY727VZj{UKoy%px|1x^=M9D*&-avkG;&OGr!-F^kw3vWF5Z zlxU$LUNM4&)1E}XEMjA5;Rrf2$B8q4UtWUFPJ5#62$`YR&VVz}X5iSG13CY%`N?!% z^4lTaat54%f5t%Q<&%8OMa8rA&+_D~O<0~;M8vNVg+jgc6TpV-BWK!a{fX%G%OW<0 UGK$zWoajFSN{Cm^z#bU*0`#~!eE Date: Fri, 3 Nov 2023 16:03:24 +0400 Subject: [PATCH 4/7] Add shadaev_anton_lab_3/.gitignore --- shadaev_anton_lab_3/.gitignore | 2 ++ 1 file changed, 2 insertions(+) create mode 100644 shadaev_anton_lab_3/.gitignore diff --git a/shadaev_anton_lab_3/.gitignore b/shadaev_anton_lab_3/.gitignore new file mode 100644 index 0000000..1f1025f --- /dev/null +++ b/shadaev_anton_lab_3/.gitignore @@ -0,0 +1,2 @@ +.idea +.DS_Store \ No newline at end of file From 72b717d7aea33b45f8a0647a74496884abf59178 Mon Sep 17 00:00:00 2001 From: a-shdv Date: Fri, 3 Nov 2023 18:11:03 +0400 Subject: [PATCH 5/7] Add lab3 part #2 --- shadaev_anton_lab_3/stroke_prediction.py | 43 +++++++++++++++++++++++- 1 file changed, 42 insertions(+), 1 deletion(-) diff --git a/shadaev_anton_lab_3/stroke_prediction.py b/shadaev_anton_lab_3/stroke_prediction.py index e0369f7..0f57c38 100644 --- a/shadaev_anton_lab_3/stroke_prediction.py +++ b/shadaev_anton_lab_3/stroke_prediction.py @@ -1 +1,42 @@ -print('test') \ No newline at end of file +import pandas as pd +from sklearn.metrics import accuracy_score, mean_squared_error +from sklearn.model_selection import train_test_split +from sklearn.tree import DecisionTreeClassifier + +# Загрузка данных +data = pd.read_csv('stroke_prediction_ds.csv') + +# Приведение данных к цифровому значению +data['gender'] = data['gender'].map({'Male': 0, 'Female': 1}) +data['ever_married'] = data['ever_married'].map({'No': 0, 'Yes': 1}) + +# Определение признаков +X = data[['hypertension', 'heart_disease', 'ever_married', 'gender']] + +# Целевая переменная +y = data['stroke'] + +# Разделение данных на обучающую и тестовую выборки +X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42) + +# Создание модели +dt_classifier = DecisionTreeClassifier(random_state=42) + +# Обучение модели +dt_classifier.fit(X_train, y_train) + +# Вычисление важности признаков +feature_importances = dt_classifier.feature_importances_ + +# Вычисление 'Accuracy' модели +predictions = dt_classifier.predict(X_test) +accuracy = accuracy_score(y_test, predictions) + +# Вычисление средней квадратичной ошибки +mse = mean_squared_error(y_test, predictions) + +# Вывод результатов +print(X.head(10)) +print(f'Важность признаков:" {feature_importances}') +print(f'Accuracy модели: {round(accuracy * 100)}%') +print("Средняя квадратичная ошибка: {:.2f}%".format(mse * 100)) \ No newline at end of file From aa543e057e9ce429ce9617944076c272b75e1f64 Mon Sep 17 00:00:00 2001 From: a-shdv Date: Fri, 3 Nov 2023 19:39:53 +0400 Subject: [PATCH 6/7] Update README.md && Add result images --- shadaev_anton_lab_3/README.md | 97 ++++++++++++++++++----- shadaev_anton_lab_3/public/img/img_0.png | Bin 0 -> 50090 bytes shadaev_anton_lab_3/public/img/img_1.png | Bin 0 -> 60202 bytes 3 files changed, 75 insertions(+), 22 deletions(-) create mode 100644 shadaev_anton_lab_3/public/img/img_0.png create mode 100644 shadaev_anton_lab_3/public/img/img_1.png diff --git a/shadaev_anton_lab_3/README.md b/shadaev_anton_lab_3/README.md index eb74c95..b387d4c 100644 --- a/shadaev_anton_lab_3/README.md +++ b/shadaev_anton_lab_3/README.md @@ -1,23 +1,76 @@ # IIS_2023_1 -

Задание

-

-Часть 1. По данным о пассажирах Титаника решите задачу классификации -(с помощью дерева решений), в которой по различным характеристикам -пассажиров требуется найти у выживших пассажиров два наиболее важных -признака из трех рассматриваемых (по варианту). Пример решения задачи -можно посмотреть здесь: [1] (стр.188). Скачать данные можно по ссылке: -https://www.kaggle.com/datasets/heptapod/titanic

-9. Pclass, Cabin,Embarked 10 Name, Cabin,Embarked -

-

-Часть 2. Решите с помощью библиотечной реализации дерева решений -задачу из лабораторной работы «Веб-сервис «Дерево решений» по предмету -«Методы искусственного интеллекта» на 99% ваших данных. Проверьте -работу модели на оставшемся проценте, сделайте вывод. -

-

-

Способок запуска программы

-

Описание кода

-
Результат:
-

-

\ No newline at end of file +### Задание +Часть 1. По данным о пассажирах Титаника решите задачу классификации (с помощью дерева решений), в которой по различным характеристикам пассажиров требуется найти у выживших пассажиров два наиболее важных признака из трех рассматриваемых (по варианту). Пример решения задачи можно посмотреть здесь: [1] (стр.188). Скачать данные можно по ссылке: https://www.kaggle.com/datasets/heptapod/titanic + +9 Вариант. Pclass, Cabin,Embarked 10 Name, Cabin,Embarked + +Часть 2. Решите с помощью библиотечной реализации дерева решений задачу из лабораторной работы «Веб-сервис «Дерево решений» по предмету «Методы искусственного интеллекта» на 99% ваших данных. Проверьте работу модели на оставшемся проценте, сделайте вывод +### Способ запуска лабораторной работы +Чтобы запустить 1-ю часть лабораторной работы, нужно запустить скрипт `shadaev_anton_lab_3/titanic.py` + +Чтобы запустить 2-ю часть лабораторной работы, нужно запустить скрипт `shadaev_anton_lab_3/stroke_prediction.py` + +### Стек технологий +* `Sklearn` - библиотека, которая поддерживает различные методы регрессии и классификации, включая линейную регрессию, метод k-ближайших соседей, регрессию опорных векторов, деревья принятия решений, ансамбль методов, такие как random forest и градиентный бустинг +* `Pandas` - библиотека, которая позволяет работать с двумерными и многомерными таблицами, строить сводные таблицы, выделять колонки, использовать фильтры по параметрам, выполнять группировку по параметрам, запускать функции (сложение, нахождение медианы, среднего, минимального, максимального значений), объединять таблицы и многое другое +### Описание кода +Часть 1. + +1. Импорт необходимых библиотек и модулей: `pandas` для работы с данными, `train_test_split` из `sklearn.model_selection` для разделения данных на обучающий и тестовый наборы, `DecisionTreeClassifier` из `sklearn.tree` для создания модели классификации, и `LabelEncoder` из `sklearn.preprocessing` для преобразования категориальных данных в числовые, `scikit-learn.org`. + +1. Загрузка данных о пассажирах на "Титанике" из CSV-файла с помощью `pandas`. + +1. Обработка пропущенных значений в столбце 'Embarked', заменяя их на 'S'. + +1. Преобразование категориальных данных в числовые с помощью `LabelEncoder`. Это делается для столбцов 'Pclass', 'Cabin' и 'Embarked'. + +1. Вывод первых 10 записей из обработанного набора данных. + +1. Разделение данных на признаки (X) и целевую переменную (y). + +1. Разделение данных на обучающий и тестовый наборы с помощью функции `train_test_split` из `sklearn.model_selection`. 20% данных выделяются для тестового набора, а остальные 80% - для обучающего. + +1. Создание модели классификации на основе алгоритма решающего дерева с помощью `DecisionTreeClassifier` из `sklearn.tree`. + +1. Обучение модели с использованием обучающего набора данных. + +1. Вычисление и вывод важности признаков для модели. Это делается с помощью атрибута `feature_importances_ `модели. + + +Часть 2. + +1. Импорт необходимых библиотек и модулей: `pandas` для работы с данными, `accuracy_score` и `mean_squared_error` из `sklearn.metrics` для вычисления метрик модели, `train_test_split` из `sklearn.model_selection` для разделения данных на обучающий и тестовый наборы, и `DecisionTreeClassifier` из `sklearn.tree` для создания модели классификации. + +1. Загрузка данных о риске инсульта из CSV-файла с помощью `pandas`. + +1. Преобразование категориальных данных в числовые с помощью метода `map`. + +1. Определение признаков и целевой переменной. + +1. Разделение данных на обучающую и тестовую выборки с помощью функции `train_test_split` из `sklearn.model_selection`. 20% данных выделяются для тестового набора, а остальные 80% - для обучающего. + +1. Создание модели классификации на основе алгоритма решающего дерева с помощью `DecisionTreeClassifier` из `sklearn.tree`. + +1. Обучение модели с использованием обучающего набора данных. + +1. Вычисление важности признаков для модели. Это делается с помощью атрибута `feature_importances_` модели. + +1. Вычисление 'Accuracy' модели с использованием функции `accuracy_score` из `sklearn.metrics`. + +1. Вычисление средней квадратичной ошибки с использованием функции `mean_squared_error` из `sklearn.metrics`. + +1. Вывод результатов, включая первые 10 строк данных, важность признаков, точность модели и среднюю квадратичную ошибку. + +### Решение +Часть 1. +![img.png](public/img/img_0.png) + +Часть 2. +![img_1.png](public/img/img_1.png) + +### Вывод +Исходя из выводимых результатов, можно сделать вывод, что: + +* Значения в массиве `[0.25588112 0.40781287 0.24234788 0.09395812]` соответствуют признакам `hypertension`, `heart_disease`, `ever_married` и `gender` соответственно. Значение `0.40781287` указано для `heart_disease`, что означает, что этот признак является наиболее важным для прогнозирования результата. Признак `hypertension` следует за ним с важностью `0.25588112`, `ever_married` - `0.24234788`, и `gender` - `0.09395812`. Это означает, что `heart_disease` влияет на прогноз больше всего, `hypertension` и `ever_married` влияют на прогноз в средней степени, а `gender` влияет на прогноз меньше всего. +* Accuracy модели составляет 94%, что означает, что модель правильно классифицировала 94% примеров из тестового набора данных. Это хороший показатель, который указывает на то, что модель хорошо справляется с задачей классификации. +* Средняя квадратичная ошибка составляет 6.07%, что является достаточно хорошим показателем для модели. Меньшее значение MSE указывает на то, что прогнозы модели в среднем близки к истинным значениям. \ No newline at end of file diff --git a/shadaev_anton_lab_3/public/img/img_0.png b/shadaev_anton_lab_3/public/img/img_0.png new file mode 100644 index 0000000000000000000000000000000000000000..3e2bdaa9427894ce3e33a4d10f33ac6f002f03fc GIT binary patch literal 50090 zcmYhiby!s2_s2_jgLE@6ARW@pP*NgDH$%w)(%mW`0}Mk82+}Ij(jh%`cS(15-}!v+ z?>^7{^PK0Ly=TwaEB0Eicg!1YRYE*kJQNfZLUlFJTND(uJ`@yGBOEN`o$uS$sVFF6 zDC!^ueLstX7H?m(KKPYX&T6)VXXDV|Ag8I2u&{9CU}{Fj_a*xQ$N;48;Ald|;mEjp zYxzELZOAfNae4lw`n#%m_~y;J@w-35zV=`ccq=Kf!S~U$srxyn#`5f0>MbaW{kh!h zTY%CXF*S!VIu<5@k2pP1ROjl4Nr4B`l|+pKt@4=hngK_rElzCP0^{w~@jNY{(^TW1 z8rO;G)erxBSQq`&4ZW(W!21{Fc!_ne(_%?D8>YznMe*DiPoO60^>Dy1$#7=PlJr zwDN2Dv@YP1?&op$M62(l+o;+hS)0W~IPX5D<->esmoEKIitJHGsGXHOY~J`;y;(spNW(ZCJn^F`1R>{g zM$~A=5X_m z-e)Yx>jm2ZnnpIB=SAOKJz(N*jDA;|-zM`8VHq^hiQH2KB}TOduWj^=&HzKn;W_Uu zQ7qRjYg~4#HmiJ(Wu2Du3R4x9b}u%)thz)(WWE8XY7HrpSH$vjvSfo*J`>VeO!}@r za=zcMw^(b8+2=EtuPR34&M&<$5p(`4FA=;2C7>7QWM_aC zmkLdU&k2+@9luz~M(E}%$;tAz++T2wzw-}J65VMCs^PEvl#@(i7y6F7eccK4@@*SV==c#FAAo0YB9^QG~b!#T7v zotFFbiu!MG$u+#SB|&XZ8D|%}dUMqdIzMjv(R~`d_fyU4Kj?-UrVa&M92A0InlK*j zO}9kx7&q$A*E(A|dDCzvD9?ZW<7_vz_i@Rv%#58)CH}R#oMDzBx*UhZ4Q`lwGsol(S_H>cz#4&}?i;8QsJ_)l-TDZQqv!%JV4wkNy0 z;X0M207CF;hw|C(1aLPeBL!~JhIJ7)=edPA87=Prh2P?{x2XL13ps$(Zd~Bl?fLeI z-AZfld*{7x63#w}{BcZj3fLEC8)}%ziKNk7qON0A@7~I-(I!!0q`I?wvoQYqEb6+* z>9*3Ea`Zj)tjRa0HO43EsXFKu@3GZuPAKJtvHkGZ!biyMmlu*fb`Ir9?Mk2DH`eXr`xAJKRMH*4NyRvI#W@Jeo+p zz>-_@Cy?a$D9UG6qxP6rBczAvt&qHfkMS0MJ9CY(ztGYtPNQ@GD~u?^cBWMQ2JcDK z4*?T8q{b8yR^_oE>&X{jDhkL!WeV%<+OGaFQN;eo;Su(HbGm-^uN~cqVT<%EjL*Dj z*N=LH7#5SewiM{=oj90IrNw{zRE~NW$+p-OYN`EA`Zg`zJ>^q5YoF%J$Ghva>*JMy z2!R+O`424$oju)Iomd$=Ee~5EB;}bRO;H!%_@2u_RP>F`sB0nLBk3RSn&OFwt|QOd z<(^K78K||2I7>$Mv<%wZ^3nye;_=)>y2a!&qsoxXrA4 zO%-UIF?N=B=}x?vCE;msb+`nSoB3&8U|N9RajeR!JwH@As4{iMuD5Z&#z+%wnx^)Y{ALe)KH#~1UE`$MrQ zNWxMMPqt8|s58e*nRya&+wLDb%5a!g1r8|HxK{s|+c;hCtwP$KO)Evq%zWH$ zECPB?rU(n5mNuy2_t0tMno!>Q553|~f*X-nxFJe|jM9Fb&^HeDnjt;33<1s5q^SaOp_V?G>IB4*EeUv~ik%vKjTj#d&{rcfte|nc?jF-r?-|qvxmN=V?sO zs!B|W`9H_ZI*L+0pC2X}w1hJ=v~CWlDXnVkh7Tl^*F%IdQ|vtV@fYRn_VlNe4ASYe zjtkPJbbdq5+jlPgLb$p4l$ygo+$)n|Onl8ZX=J#n|kU4`%wn*ao#rbUHd% zX9{Y^OHDxEO>EgXjR~y`Hb0CXK8JGaGpb&J*j z8Utl>k?cU!UuTBp7W*H;;7)m2j-0{L(l^)4ymXt1_6&`IADUSdL|FqUH{+Id?qS(4 ziVIDb2(HR4x4CcQW*Abk9S5qnM_#?Qi}yZV7S#snHLYzhY~x>3H=~ zwv^XQi-r-340^>{X%7!UyJl+e7__mp=)5yJ^L5MM`>P3`_3G0d+A9?Y6b8z^>G~gh zB^89SDso@;KQO1-_K$>eXq}&l(;ftLk*=A{`mbd_M`W=4NYMW*S z$nO;Ys5r}_r46Aavytz5Cvi5eqs~Tb3$)v(esS@Y2T!}ns9y1IR-)3!Jv8Y=BJ>F@ z+s`SmS}i%oM^_93jcm5Y-?K%94wClKmOD9tu-vSHb$d8_#$(_Ne{ZGQp&V{_=XWUS z?Y-KM1{bY*WAn|r)Pcu}3^<>lvo>Si>Gzj4tHd4 zsIwVIdZFioQ`y_09P5o*X=UvJhXxmal8v*7BBC=8DbEdkAU0+>x{;YFp@R=b*iM&9 zDEq^>Ut{Gzddcr>Q!32VoT#?}3EOfgaTu$F42&2gKZ5~1u$vn@J3ao^=~DkZCM*7) zIY){#XM~FJ5BlqTdM^uo-;+K^IqPK=#-J~Em2sE25H(9H>(9K2aT1>%bmyeJk4jyD zOLqcJH%zuoDW7&-_p#jLYgkC! z;a(!Mb=bMr%}o6ST3WiaI0t4PLxL2yIA;nW8!>y#G%q#beLCCVzhGq>?JgjmY|u?K zQAkY67+gR=Mqfx?@)x6|P)~10w8dy5LgSm1@6pc7=oq2I5YrUeS6D*MfQ^6cHh{Ea zh$n!pj}sbyr@@@BiH7(96es(be6MC%1^&_Ocl&nYLn}Hq(R-=i=T(mgE2Qb#(A988 zDird-HD$5BHaAPpwK(Wh#-xSQ1(T5~%VL3R18HD_9HeAkDlMfbaTRZRPDt6jh1y8e zSnbHWC4z1~zzzp$`Mj0h$IOC&!DXIB^yZ88?t1&9jX=O&Peb%z#ilE_#;`(S0>PD6bv3UG1_ql7r1#o$mnOd;CT_P(8tlcWF2Og+Z^)Pcqd{v zk|}06fl4kBjI)ra!r+NNkuN!4W%n!94PO!x;VSAfUvRy-O;rL##$k1*d+6Dzp<2om zA*v02wg|*u>N-9if0luPrC0@PUrfKF)8@>aSr?&v&xswn8N#}ZJPvX0RVVkNIj%ef zE4!>G^`T@}p(w6wyn-XA$6|LjlcVlQ|D`ZelX0I;;fB?)!!{Xu+R>fY7jYjmtm5Kx zH)wo#e)BFFu#SGi^oU6l{eFT7MPVakK4f>i+=Q=I-tGEmd18NK9YFy|6zSo*_@pE7 znYD9C;M>IrPl$BbF?0l4&NG{5DP_S0*5VDE7v z;%F}HYCV6unDvHAeC;*rd?0l(bz&yQcY?$dzGmwy!lpEz&GnB3$w%K8>*Rb7o`m#J z+r^TrolO*vY`li;4re#L7mgsTwZ#;VxIS5BGsnqGvg9*=t0+HL6Z02khU?m72cJK3 zMIO$T<0Hg3u8NPhjA0pA*eg{E*{El_qx3{OpC8LtE!3)yy5hBHHY#68k8rE7@}u5j z35@3`<41QQnPgLq|G9|iR&rm+_jm9!^ix8_$OCN;@A&8toL$3MdA#&E>2tN~|6L1#pHTI`R)MRp`?GGbT)dvc zh^oMpjLI5g^Z`Nmwxrg5{E=QIjvSnvuUg}LQ17n(NI0%;=@0^tyRt47ZPDcqSif%# zzW-$Fi9krdw-vprtPH>R^zgtt4yC(z+60fa4Nq-Ot7^F6D=kDVy{n$VJO{O>!GXj0MLNFuOisBRc zcV+`#7=t8kFS#QDI(H-%Iwm@gL$Fgc4VSJjI*piYKrS>=1n!y zSlG1%uA9qnZo{(INgPATrGh^W=l__-Tvgc(Y>vo1C;NZ5T`vGRdgm;u_WkMc zdc|8KF`y(C-%@t6G48<_k;@I|*`6ZytZ+GqAkNDLO2|RkurGgO5)!M)J|=B#9Y5)@(-(Le_baBBR9K zthhn~ELE>GF)Z^%zaP@4#T?xTj0uvi8tPhh6Iaq~OR+>lvR4fwv52RuTv%f}4%)X* zk}{B<(EQ@aXO<^sLvbx+16ov0(t;>c{^-Xzyy{*8Dm(jf<2ddJ_AHrR)^XLZ-d z5RjleB<7>*L=KX8Kconvx2$IJn*4cdqusXlAhOOMQYUi3bfnA(4xi1F12?>&ER%*< zEK^4x&;xCuR;Ru7eTiw?{NJ20Dh)Vu{F6g8m?OLx32M8=ZCPEI(-ohq+))^Eo$v5w zB-T_bta=7%ep21l3{62%G2$GtZJ7gJ^F(U^LArtO83f^wjT~iRd@Ua>>Sv2G? zfoVd|~4DE{}6w>;d-tT@0doSj-#Q`@QTmVcuA20t0eQ7b{88Q(_Olgl$(?6%Q%xhi@L>_d0 zitVY0nwrhJlX(qTVd}nAfJgEmhAFusf%qg?N~|j!*xuQ=+!mC~DjzjDva;jtyoJ-> zh(!X4Fx$g01n2g_q~p|xMAW$(PzXf%g4&oXt&!%2C3**1wTqCR?EtGvW|N}DEl!SL zD5`4GS38w&?m^{v zGZB1&B2iVH277y#u>0a(P+WoJRNbpdPLnfc$7*dBGZG5`y&K~#_@a#AVx>FqPva4U z7Vuf&lTf~-5(ld{K^KXrMs;6~WFl$9n9LnZhvG(pdYr5_h*-dQ4g-5s*u@S_IRxuX ze_hq_N@%Vs9A=9B*D93KsV0_z5KC-6Mn^tkjJ%h(g5gX+y)yDrZ`DA?7Vimki(57G zmTiiM9=1Jj2?u24qmbx$7H8?yt&)Q#teddTY6hza?UZ={(sA0TQ8vxp~e837NHC!$iai8_qy5|8tas+*$AWdUG}%G?G5P5CmW@rZU>X`6j$E-j zHDnPsK!j*bzAL*`Q4*Yj!%v*CIxy&bA-Ki-D>EA}n#gW&BhXHW$z22| zVnpIv{~_@T$krFuT7LNtm-Z;N7F>^R_g&F#OJ_Mu4&k zXD#HLgcW`MN~d*t=Rbi#rwfgUIOz)WW$HI9a7|nCh2CcFFj_d6 z*=`{lH3F4HbfiTE&Jw+$%y*>JXCOxOGZFT$d90DQg$E9;rfr|ZwLUU)!H&n;Ewojj zhQO5OHagW{H1nTq6-RfQ321B02W0FL!Q<{c1ifLTDcK@w6rV-ssG;lJ46^PWU_eGZ zuKTLkl{J|lT=TX-5NGUkZ}Rc2n4Ka#W_gs0%o`XT?Q*z3t!LCATv`3HxC|O%`3+G- zfThQ=xr3o-Orm-5{+I4SZ%3Ef*;3QB-NY8J@}X#`b%)06!B?^u`xOu_Wp$w$gz7dk zF~f`Tjsk|u{WHmVO9gmhoZ4a3bqu!VkbMxXx;={`gQkrNe9AZCV272Tgy|0N>K}`; zY05-YeGeo}C@DDM?NV&<}p4*{B(D!*&&}8AmH)av%-3{s3XQ zzB(j}eHnzC6P~R5{CI!uHEsj9w;llWpuE-0hQ+pq3_2c9OoGRaMucClDyIY{VQVk zTH3%Li%r@kj`1~Rjm*r5;_}w8jcz4ZyOOFRG0|v-+thtRnNYm6@3k{ZPTTR*$}jt z%K&fT_jko#{6g0Doh2?X@1&o)3gY=EEMeIVxGUfw=pONc0*H&)1|`P+V9O#X#VeXq z62v%O!Sw{`MH%`AqhCld&TP@%RNMUX9V!Q9uj`yuxIG}K6#jc-0D{-KOzd+=N!f8^ z&V8wj^ids{Zs39PLwltmKZ9F!$)~tcIWujSDFDNm`PdiHgyKH1{u`}(IMT;QW9PPPwqfo>7}!*K({P_UXfO*L7lRq(QOampc`AC zCdXv=tNC7_u2C(Mu540+vI}((%h#;V_P!wj=}T7!GYK|OFQ7_OKcPBA)2Eg}{x(=? z`9U5YV+7h4onw(9@PI|vqYM2YR}g4%N^XJyl887XMFn7ESWWf-n(Q+vZFuuj}p=(x->ui0F8Y64r4VCUF z5rfpeZh8cas!i3WI+#K?JA>#)W{K6>5W3hq0~B@pds!}ZA^^ORMoCQ->jFzq$#rjy zkVO;W8BwOjM%(VaR|GY0^4SHD1M^hiF|wu|dj>vUkVdA7}r1MQR3k zu|nfO0~Iu?rP1$gO(|7KWGG2*D0*2B>S+Uz?(*J|*p4+b5j;$=uz_ma=<~|mVxF}R zDwsNa>&St%z;1;W@Vpw#$+l{%YgtJ2Fq*fd8Km2kFSggN6Kyl~!%*i~K{jYMe)+>l z=+h%m#`C?~E@ycgGhHlTxLom|Z{*cETRagd7YGad(QH0r0|WQ{_px_(G>M#N%v4sT zn>0jsWtZGO5(kR`W~t(uSk*F~mR?YK?RZR~1ci&eX@1!sbhma7w$5f$#6TTK({x|R zDmk!k$9?ez_e_H4r#R!dAhdfY?G)CXk_f(wyJhI*BLfNRZQ8FUJdUBRbG6!znf3Uz zR)1iNV&u$H1LK{IRp4zms+j6$>(aptbav^QAkIqM9B2d7n#67kJnqD=Kp5ZiFKP#U zCGOj^*5{AQCOgtv6kmPb@UP3*X1HUO**ZKBw#70rDPV!En>U(vhxY!7N!pr8QBhK+ z_THhjWw=#l7oz&HVq`QhJ=*B`(E`L@zz6?;mb_oV2~KIVkc3>z~zUfe!)*SZus0bULlF5+kiv4>;jLGm-KI z>+;(pmZP1EIEXJ_6(SE&)trUk^yPF>wwTG9_7rL~{1(m0ErDd)o`TF#ZCnZJ-QQB} zVDgl)$t=hBRs~bmXn@x-Y-f1X;PxNXj)^Ib^eR?s_a4Jsf;T?<(@JrFeK5D#e`MlL zN}?=;iAPENMrB*8(0sY`k?1wuZVZGj(u-$BDzIMrlu0@? z=d(I^vf$!s>3-+)jkH)M*lO+75 z8DEETmTT+fRDNXhrlYu?|0vM?jchRfZC;}0U*D%LmQ($w_fE@Ig?BU#E)t)+!aC6l zK@ZVtR&u6~U$tVgMv2FSpCU#Sko8KJ_@s>z$OYR_n{5=)MRI$W=8C+1zeD1cXpKZ` zZYKxN7IPJ--8f6&W|We(ukX%9ABeyvwaE$tjLMy8Ah-f}V*%&c-I(5_${>De&8`AW zQkC+J-R1l!zM2cDEA^}klr2tjmu`|NCB^HGhBUw;ylb|5&IHRuO;}RF2g?Wz^+Lld z%04G!jbjax<$GBA``6Te?h+2 z!ynUgelprxvC}J?tQyE4b(-iEbf-JY<@2Yi4lzLs<@ z3w$I#h4HKx$6YQuCrNCFA-i3_R~i!7-dvcTcOz3vU4OM#o=};;LzVbotKN7)G~-e9 zcKQQVl;{=cdUAJOntO)u2_YTOBBfW{-p%fNTfP+gse(fme$fhB<|S3xSlTE}>~7Uv z-7d5$M$;2iU`HtN~dhqv@{irY}uehJNZ-+cW zyNf*3hOakt)~-7zdR$LbmE=d}b~Y@dxh82T0a-TY8e_{=w)G-X!y3;RNbmGBh`90q zo%tN4Ej528Bv%zBCywU$M)M^#oIt`F5~=DA!fMGVhcn%tC^3p|_zT?8`m0snpOUj~ z^8D;eu+-~G0{RDNXF1fL&}_}!xW^(_e@pJ|tJkXV1}6J@X;3vLcaV-DfBthTn%h4k ziu15r`dT(CJ2&PkL8up+7thWKCPbB~-R+P?@2GG|8o#sJo@dX=c@fLKKnw09z0jK_ z7}q*76~?UjlVA%6`uzY(%Eg;JkkN$HB89Eum*ZTvO&iYm(1|f9?&Wem_b3YD&uf%KG0S~+OXJdTx z_>S0JVU360dN-Kf!eOT$xgAuT=xTvKdj(%`e5iGEKd+z} zm3WR>y;(TvcduheZ7$6Pbpl*gh3 zd*Opu6s`oagqkgTDo8?i5Pt-V6fT_1p8eYR1D`rmAis92-O$Tg3ZLhxeua@WW}nqU z?2#^5b>Dt84}#^4V2nh1%w<=3nH{Vu)INEB5|gqvVsbgtUt7Y9k%Z6Np--w*L`8uR zS=%1X7DFZ>=zM{D1VC7pnYhY2Pz?=VfX=a!T}U`Y27etR;4d~;CY$gL({*(V0ZaIz zu(PMv5iM;C|RSZlhhM5~5-KP%+jbek!(VPT0o=(kNaX~11 zs&^(NYDGRi#@)rLO)+VxWSPsv%#=j#vi%!`__BP8xzX-g6N^b}41AqHm^=wJ*T zF1?y3y#4v*Z?MQ~;;ilZK0lKxZ(7WQ7%r4TJOS7(EOfo^{e)4jL60#y%Wpba<7K}< zCP(IikJwqYjc-0Bf+-~^2Xi6w?N>4*mH+l@QaG8t6$DOD$B$Rmml_*PWC7`CMk39j zQT(#wBK^$#P5cGI2|@`ct{=diK3CX+^Og}%DA)7jNa%aZSdULt7g*FQr`88{Za-Iz zl98kD9581*lO}hBLILRW3Ub2PN~OGU40dI!{53IFUk)jEIygU2+#x?6IP9Oho0)-9 zkoI~8vSXH${P$A>Lz|$Cuq^t6D6KjN|DpEmR@~ljJby~DSTxryx#zs6IYEUHFz$Yi ztGJ~QldP{Z^0u}D^+0it^_OMnrER}G0mj2H{>DrX>5;=&H?_m{!dhfL_=LZQ%Ij|; zet+K3h28^MXdyi~v(4)J9&Xbcv4Af#alyRxy+qlk{Nfz=bW-*Fivfm0IrWq1KIlmR_@d(|Xrw1EXIy%dM`J26Pe zh}_9~0S{RFLQY7aWGtLZijVvYaE(B{TX&tGQtSg$5*{e#9p*yD)i=2mUII0n3YhIPD0Ee-`)8araW!Li2W>R>3ysNj8&nVq?I(1h}4M-|~3A=q$ zfr_=3K+}sd9v7At7;W>GBa-^LUkLzLMwg5fKe5L#I7#ll%HOLz(G-k71@Nf&rL$Xz zwHXss;B_S$KkEAGKL-^PN%C)}z`eE4J{UmN2&;^1zNk~OLQLrhj1Vdm`*E*lI1uNIVhZfP< z5$%P;wM)Rb5vKxujed5PN|m?VSL?0T>oeJF6Ri{Iom{Ad(gS7q6^uznZk{!&5`>@K zeNXdGtWo0%kMCEc*O6Tn_*BCJGGIz;L@|3B1HKkURJ=fZ99gh9p@}u>I`2K+3~s*A zdB|$41bRE0+-%el#+xB~B@4P_59vPDI11QT!{;R~{;8;@3ZT-gEeo`@Z4McE$N2a-%uehWk@V8L-`eaGMj1{LFr=S#iZQk8Gmnh~_E0=%v1rkaRO0BJCGpB`9S8SaG5_pM zWP+9N(JN+d(L%m)SlnsUCrn~-#T!D+63EH~RuA4C^&1+m1N!d)xn}*}gD)_9EWl2S z0BgBr=h$Nwy$;t-?}yc|bJU~7bF9UW$#zwO!@#7t)34^Q9=HXsI4&ZfJg$D#s0Gmt zYjrEKX+~Zd7Gq3qtmzB~?W|;qRzhRXr%^kdhC8FnI)kskR(zYQvVo3^<4)*}`NVm) z;LYO-7l#Px9aKwjkljOmxsl|i((;LI(3h$;Tc9W2I_t=SQASOYG8g_>$?~i<>rdBp zHt*fp7k6CVzaXEQl45R!f0Z!a@ds2%49@FhYHmZFiloNLjz51Z8&lo_?mJu<2T?7# z6UzN{C`k$e1t-3GDTPmta7-rt@U31)MI}-0t=#Sn`@$^-+^-g0VkeFM*tWE{XwdeA z9^z_-+rq*xmD+tl`H-;lTgE}*7Li9^_@RzEBU!ENlNv|-Cl!|$m@f9vFLy6zDw-}y zA$X9Z*gMUKkc-q&ThErLbvcYGvL}%@3!05GDDOq{7*4nj5=*4U>NFDquqzdH9~Qqz7y`ZkzDFP6dnYu-r-?J!4< zU%7tSV^xF(p*5OK2Kqj$4mHCi3|gY}$=#T}ba{42YuQVP3Flq)TMDxkA;8nD(u_a# ziroG9P?S~=xsrO92@?y5Yd*ben=LGm$=mFmAPeAag(vj?Mdv)da5R0blqXy_UENe| zKf=Z0CXzFiQEHabBp{RV;2sJsPBAEF8Efr&G?2Sike_RP=`2X{djUe0R?cJ8l=Mf& z!l0SgUT1)+P3|jjFRCWWmh;BLsZkw~QXzcVGw{m)^+e!g+WJ%apzrT*el$fnekNwe zW*Rr9ba6jVt;#NKo6>aDD96e;abr4y1mpc$d}K^QrFCjt&lF9J%{;q$|N5K6H_vvq zk5wh5SQ=Q4?ROvX@&%fOG^HJb=9BtV1fu1hI5kB3&6@pURFrAf^Do(xq%vgGWA6h* zbS86nc#RuV$X#-f?*<5keu-$_5jFwZ$-`$;qW9yX4tYrQ4VIF7k(iIo-9S~$6hq4hcwH>^#nvasr5mPRK|j@3*S!M?wazX+ zwXMc4%ZkO}Q*Kr4O3lqxNBjdty8gT}*^R#+svaxrEpCPsBh9HxrELCe?Qc^6r^_`+zvh^4)(cPiuFtRo&iUvKjZC z@b+Myr-7rlwXp7de)@+}l8Aqg*N=xm`;zRz9e(gXJ|2n5cl`s*{U2n%8r`m5^?&4iCu!vWkDSK> z_Wh68M>6%Q1ln+h|GS8%&H_l$PoXq_?YYnW--}b&Q}F<{s8*h)lWgCWJ1WTc`5i1$B$NLftT0U?=>cTUmjaSBOf;ZWQ103@N2eR=G1^(XfJ>J zwSuFclEy8=^)FIi4q~?zy8bum>0`c0BACPCDbH*3=esJ`#{lEDkjSSLp=UcwWAJex zM(yrsWm2h0i^*kGzz}WUutjmGR^Rh{ueZ`u?cw}x+sH}V-sy#xg8zSzocBJN==YGP z)@tS0RJ+un;6o`d{Xkak>yfNirs~$xZr+$K)Pf$#kd;<*pQA;t^Ai1lLwk62j-<&ai)-32>3Gd+HBD+D@9giH%Y*Oi5oa&B z3#KgP4^9(q@hSU}BxI`z6CvHJM5H*Nzdz+yf#I>N-QBPM{fWBz-0;DV;(mxXw}3iVpG zXiYOv$;(=+G7U*84~gV|CSPe$)w$hFv)owijJjJ{CuWj`o7TDRqIK+5RNWq*xh^&R zTBhVT&N~C`t5Z!r@0X`-9xl{*9L~RL@Z63My1UUOVv=AT`dY_1t{@`R_v&bW?w4=< zwPDKTP^Os2<=&LdHTBc`OaqK$;a4Pm|FP3UnRWVC$axTX%CWIQq#``ZK8WR|CSSYj zZ!%||zvtPnRL&QoPTBEF){omeA{`6iIj!npzm&Bi=nad#M{U5D?h!cn*Uu7j; z7)Qq@OkM3%-4XTnf^SGY56A#uhoo#O@4I4am1E5AJ1$l$z2viH0iF>i;dmVjNfJd)<^{8tx9_dCZy+7>TE#@XAtKOBd^FT zX#lrpo7^5qdYoMvmX3+sOxq(lc7wC-${XdrE3H4z2TOU_qs`W<{bN(_{C7rI3y_Vz z8eG}vp(xDEyv};9vA)qH+pid;3QSM*SjV@@w{$X$(e*8njJ#nRbe>jjT{33}D<@(9$oT`3 z!SdKZ=sw2BQG5^DQ0YYpwWW$Yp46cQ_}@V@&i1CbcVFN^9xd#S%27?FSWG zvflqyP!b`=?>QyskW~LqQKZ^mQVXCt`-`ED;oA8*?u>^-mSf&^DUj3JcAQN}y)S8_V+DQ~nB#%-)@8gjLuDDZdmBqdOEWk!l7@*-Wk9RGj0Df;(VOHy zEK@Y&0)i?h@e7<>t|a{#_5vRzEtgvYf%jL({PVTgHN_)$en?=fDp;+ zYA)GR`Ad`BE@*%uk_GlibU1;n?Iw5XhLyAT$Ecmi%vIUNPL}Bz+J*CIXNzhje0?Jp zOUha?8PgJd;TaSma?}>^iqs#Nr}+&@r1c{;I)9|&JN~tmTehY8w!1n{m-2qeQUsmu zr+t@!T_CkhKV7b|TMQ_5KLc#ZAtqusINswb8?v5TrAG$L{Gv@EkDqH3*4gA9%`}R1 za!BXTRR;V>gI>&C9nAf@CVTARn6^J^@;&|rhnO;t68XeNkGA1FnZPWW&$szUFF4gz zbU=I8M+?9NrJSx~Sn$Nw&^*;{@x_aHN^3XvNo!QkgB$l0+{dqOaXAA27pvZ?{9*6Q zS4q%qxWjxK2-K{FiEzjdZ!Wj^8nWqYrq7gFre)T-aECJ3gtK_OL}T$1-WUj7aE;wVTeg45F-OZDfFWKIhye()D| z7lvuaV(r_+Q`3>qqZ zJoT;mPrET^5|)|(n!rn90F{i(VvTzKD#@hW^MjuKV3x7I*jbtiyv}v$C+IV#{7Ng0 zg4^}x8h;xFS=r~;Fy^-;Z~IqjT`~{kKIA$&pehb`+Y~iI*!yg1K>VAA2{osHphN^wHWxrKET$W(IoVGADbTsG7v+i&qImAMLsj ziQmn)H}#Du*7mb>w`Ym*2eq?L#lZI^y4H~RAwJ92(yM}CogCSub)Yr{sj<(Clf%mI zZlvaN{$~YbCU?@YZ`ICHc}+Lvp00A*6YPJK5B;Y&V!6h-g-{1JK4n zk~-ER9u9nR>$0VMcaPoIvyu4;Q52iEz6Sh(Pcsar#rnk!53j?)Vr*lf$VG}B@F-l3 zw!2f@b>24tl%!DHfkkLtv{m2@z8zgLF9WZSWG*c7rWZ|(dwH4llb<L#Pv1m*ZuB!SbGqJD0jI?qr zg&v(@P(W`YOolt$YJxl*rz)x4CgQ@h&cj>xlh*qvA?7?1r}@tZD39aIV8HF+g751G zXUu0C_Y_MQKl0pAmVBiU5MyIYKK#{F1U$Uxk84Q?$jBz7%;Pv-Zn@uhxIKTlP_rwX zoIZ|y68sR4xz&7o{!TPrIhWkW@Gny2;4RpmNHjknNSt?o2zQM>TQfB8SQB*DWEb0z z$kV-cSiK9c;9QfvK)+@0kPYg>`E6^ngFhQOT{?GmofDGU9h>H8%&WA5L}4iM=0X-b z{>x8ybLZh3NL`r-nS}kIkxW_^Gew*?8Bhp21Du(8XvN_k&2jCElO(G95{H!>2zc?< znv{p*QYosffP9zTV_-wd{=g_s+&vCwA$!3$xkRZX10ex~LP#W{(MU!1#Na`j{qN$e z<|8#h+iL)tw`ehWLD8gLv>9Xo|6kKC7(e})13`7jUZpX>f2~0MEr}Zb1~t4RGLYm1 z$!vmJShOM438d2$r#$Txv$%Q z1R(q3o^p50v{0Qf(SBCqM7^Vgqzx`4LavFjvSp!mw*N4bq5`knMQ+X-8LbEcghD22 ztqNm&8Z&}=YYtyU3y=? zr-x6n;4V=<^7C9|L|4QSbX;l8Cu8I=MIx3mNr@ZhRD6!X$vTqYEa84+H+R~-j7stE z?R&;a)}iDI3Rgl=6gJr|CX(f-ZvaT`XgUD ziJSB^D-VFda88%k=}x1TO{#EaD@KX;Aj&}c<0Iq{2Sk=#cg zf%kT@$o$NUHI-N`fn@9pN|XFwk6IUvtOdfeDws_aN)>i^!ICLjjO)txqc$%t5qq($JmhaC*sQwyszO-GnUHmO5E01BCUiUaPWNmkRz2U zhj@al!?0OPl&t2;Myrnk|3QUWn>!nqdeNh9ZR z7`k#>PU>>Uk47inWsnOo1HK=xb6F?@MdGIPWgi~d_Ok9S)Hzd7u-X(vAvlu6dU-=y zf{gQPAiinJa27Ghxku5>Y^5!&uDu2|9MfM>ba?EHnffq{;H}t3yP6*o#aO5$#0ZP# zD({E{@Z*3`Bb-$6{Yqfb3rGO^k2GV+y$qsb`eKIcC0k!sL##tQNvp* zD$nhqwCB6>XSn})TUHdu%GIINh4n9MHkFdHF?3R=KtDKk4YLdnM>N@2M&?m$BF4$9 z>h#L$m8&9jMk8nudF7VE$WA87OSGd+KZ5OO2~&+*5}9EgF`|!g=Uq21kK;HZ;)$2> zoa#J0kth&xv-Jd$Kj%u^P8>o10VC-S7`j?wyz^(<bG~!_WA6={hiA<>@B51TnqN}g+8tdHPO+o^ZZuD0Q8dca|2kXvBCFHh z->(fZXQ?jp-RXWr@G24I)Ev$ibkn`;7vb__{icsUan1$4sBwviFn9D@6g>MZ=x+Kt zyWvOf{nnDz@&bBNTPuNL`P637oyXsW5q%m4rFX`C-J;8=)t8>wgtqC_*5}Q2gnQgU zO=wW4j1M){6IyWH(3z)KsZ}NO%M%_A4Y6r3YRgF$aH%J~^qO6Fb0HPgS46>hw*HdS zbHxbt-{!L)Y4O{3#7GU1b!x3VIXYZ;_)Z8(q;oS_`7lqt`AQ^b`MQ9HIIW!)s@hdH zM&(J}83zxRPsbb&qa7cjb?Ep+>Nwi(QMT8OUvjUZCs0Xj?v$Y*ddAmT%Rv*%WLHEv z^pww$@zTy0!sh07H}{=xjMeQc2kwaY~pIxK1y(*S)p9VVt6BnJe#n` z&nn4azWXAPu!c*5`>jcbpuWMwa4zl7#D_%XH@JH6cHp;7u(|7C$nv6j9iS_ zvqSUlM2Scg@~!1GNY0cdGdvH}d`z<2%+SW#%wsL}e)g^y&Ibi$iZGjS}$rv2s5s3vT07xqP3_e*q;Mo699rNVblL^tVA zVa%N#?` z&9@J0eE-c&R2r-*`rc+#!o-(5d)wz)QS{mZl?S~naA3bAtmxj?6B%&gjHqXx{s=eO z2ql(^`}ZFnai1dM)8Gs3xBqXrKA4c%wot?zn>EVXX1U8UE{rr8-(4K(N%WifE-7*n zo?#g_d4%YztQK7f92d(m6TPu?(M7QvDf0xLWui{d8w~8e*GO4lPVXZOsns_{=YCb* zm^KO@`=<8U`M6BCrd~G3v5_eHiLFXLZJ;}@p?z4&UtQ?1a_mP0U?oRN0HRZ#f&>Y%Y`1qyRAt1h8Xqs>Q`|!F5b>q;{Jd0fC~Q7hL=7}S$MN=B2g8wR zcbRB|>$ce0z$*Zh>8S4&%)`*m-;=^#V0OZ};kgDKpm)Bnf6+B|&_y`%>F0 zBbn~F&H0cm&;Z0;vS_2?{evw{9GXFbLF<|3#&Npm;XnUKuocAc+G|j?CFm~pTJ8^I zWGa^`#tS$T`B`5y>ip(!v(hGi(6@h$G+>=4;9NODHkbOzrZsako9!o-m(P3!BbYQalhb(7m0mT8Jp3WgzO1p|c5*6TCp zukRTVJ7&#!`4ev4BP>wMdW&N5+Sf<)-_2}6t@@AAK5O`TUw)HopX}k=(0McM*5rS? z)qp$+HbMbJ^actNJi_-jh-Z0T({M?n)2?ra5+}f{@By_rTNMMfkX>-0N#U~O6PWMU zU`|Z$^}^$t`8t7!Zh^6C20N`1oACH@r-e3Dx91?K?6g~jb?o%?UsbE=CX(`aN%tdJ zE&PQqv;y{vz261C+;HrP!ScLvBHj{g_ypwK4ll9U24SgEsGhw&_~kfm>}b=^Lj)4R zXZcMUC<}QAtJs7yIOa?Af+5YM1)~&cM|*Mo1Ic5>DIHnN+Lerz-eUQd z2CKpGsYazQ_~odcOih#cS=3cOTQ|3g3c(a}{t%kTi!`--3~RtK@;I!%$)@F5EBog- z^#RB9o1C#I+|1YWBS`rtcJoZwlpf%r6!+fCAs=Lsm#p+;RthZI?ls&lemnLq-g2oe zH&Vcqq%t+-Oir=(l;j>v=;<~_r1wvM5aM4QRpUD;ys*DQP84#5n2w@kf((g2td$AU zx6xe>JZpppd9)!S`nW)MPL4mK4f!~?KlEh&@@7Y&g%8#?WIj?%iydO~ebPq0FKruZ zjXlTs$8=sS$*MEk)e*I)m%GW{<+D>joNyj4`rUeXc~yjrtxJR zo_|2;n%43x3=R}-;a$_~*5y^a&^ou+XT5pUKKtn&|GvIwj?140%4s|_c70Y*fUTkG zYjdA?v)sCQk91tA!};RNo=aKOs3SKV5jmV0HUFR8lj3Z%ZAqyGkp-k|`*bvzSka)F zlZe@_(!ytt{MW7ZM9A_3~K=%_rs$%ZSqEqtYW}eex z@eGPZ7Q?2e%I-PZMQ?Fs(1pdA4A;r|ZhJ=| zR|jloPfv4L-Tx(Nbt?RCtAGDf>-tZDRfs|iRH}H|tk@oM_#JP=x*b!UJR~~t&0oPV zkg}UHZOt?2&OC;?sEm9bF)bd<>Po%V@;QSSdn$enybKyv9MIbJP&%*&Bi7d_ExG0r zY;kdOB;6UmFH0+l4C%(_Vvc7wwGswIyzb{_C9i4 z8~5)2sgp&Q)4>YEy^}Dsu|AXF-Vo34oNR{;sj+gwaay7vqJZ-IQ7nW41831BBpq2T z?b{mlR0szxU%|fkZ)#x8>$@octe{$@n=r%{F~VgkSU^t{<_T3V$s|2HAs#Frm2>p0S;+r|WhreG`acvd>CHFQ6{}P};9<{qj4HRVwaD z`m-He?5k8@X{X0bk|MPd^Na?h_cxaqfex@ntNro7)4%YJgD%uV|F5c{O*rjCEWIuo zNYwRuU^H-d8Ag|M=W_Hs4Z9WJ4vu#HW64aPF^<{k|A2 z;OYZ(J{OZij_&B^U&bvaJsG&`D~Mvg&pp>jxr{|BBy#m7Kg|&?W?|E--0M~>PY)Lo zcrp)(7)*-0eoEM+@!9&%eP;%KYUDl}u5e{6ci#ElU3b0W!Y)%FhdA4LJS!fPZqsN^ z*OIbt(+HA2)dFK?pu1a>9{FA;Z`Z*&*j|d9W>zsSiIbpLkw)}MSnYkr$M#|7!)4zC zui{y+2)IsJYQ+CrW4&RupOLjgs~w%Wl;wvw|0U(7?i&P8=0mj0@}T41R*$CMb}Wx1 zcN(w61xCf6odPzDTuMmCJDe=JVUwL&i0Jx*MIP%dm;JApu&J>mv46HCiYOM*L-po8 zgjF>x^z2z}_C6ZYm+r|JAsk2PRuomU~_;)bNk~Ehh>`QO*0uVXlwaJ|gh%@`eph_hhOsf$Om}yqkuN$8Q``^m30Q{DH7?XRJT=;k z%9f0}c$Ew>RAQgm1|!s<3o2P*-hbtH-ilb@GOx#y6YBy~X8fa>IDx93;^#`y zoMukr^?w3xOQQX~^sn8yv&j9DQiRuX+-nmvn`-tUaz^~jO+LqlTdq`A+lxH={e@6? z=D0Z?ZeG-UbGo`-!2>$tlDYR*>Bc7{WQO5qsygj#r#Hp&G=``v;I!_2lTDg}PR;mA z@ZDAYE2eqSG~FfVf4}(@u`*JbX_m4CZzD|5+rry#CX>ZuPa-1dqfBP~62~ z8G@=lyf1MppAXgI-X;SJ0K4aX+Mrjmz_X6n%w=-~$jZy(%_!=4@-esy%kRaM4-exhhvK%2v`)K$xzpus0~7gh0!kc7qU_l zBUm1rcq|SU%d_oovC=p|s9&i1uZS}-@8U}BFzDpx!Z9(C-x^V8j)#$t8E35{W1qOH zbf>E_fY$T9?WhX-V#7o7B&^E!ujvgR?qLBMWCE4N@;S;uS@?>eqPS%3Li%}U*mb`F zREnwbKY>;dg@DCNW%#qhNn$|-SI%350cd{$BcD2HYRG$B;F~Rt3w`BLxvdo3NgzCwNU&o zSJyesy7{IA4rp;STV{J?pl73o@U3txB!+?A$@Qs5qaf?k<^uLo47(XU2zzLG&(Nnr z#y#H|c31e)aWuPVFj%yk&#KsguRdX>kFPc@4jH&V!W?f96Oh{Xj31uvnml4#t*<3H~N>Kqo~K`~g5 zpOktu7C#DpzVH_0!)jb<6y0 z2GU~0efbp07L9WD06dBQT>H$y3Rl&RAMKQLj1vq}FL|IDpoQo{=4WVBp;(KCqze!I z`^DZY*)Wk?B@l^t*Pq^4jUg0JPNWe@xzo<~w$gK&=WO^5R|!b??S39VOFh&#&^z3{ z^l#B%Yp20npufw@)mI@b=D0fQNhV-b!|?gRv-dthQrGwN1*eByU#Y zuB!SGEY+MqE+liNMg^K#wLl@zkdckLuE=r%#!7WlNBErgrJmT#BCsBxk}cAJ{iJ;V z6_G#i&`GjZ8L1tb?(7d)qK9`Y>{lwX{M>2G2EzI9mru_Pqi+Nf7o<8xih?P4Q@(mx zdr%DhP}aKi_7t$ zG7uy)fe!z)f3UmP-@&AJJtY6xl6EjG|L_%U=GJcmzYwOSMG5_~!|dFb$uX|x<97Xm zo-{&g7@;)vYJ%^M1k65nBl^p4pT_+y(#=7u$PD#B_`hw?lh~Qgrg6C1e`fP&PL+!L zVSwVY=o@ddKmCnCmr;{GL7(cuDYX?#nK|&|RjG8_wmx6xMCL{Ov=<;RL#vgfdjma~ zY{G>lH<;9lzC8=mbqT&WX~=utvBnRDwGVaqAcWt}QQFZ*<8f_|IYAJeWPl^#x%w8? z&{K4{TdYS><0aCQu4HYdtX#DX0RNTi`dx0DdK9sy+G*V)hrJfEb}8 zCR=U}yVb?sW$An}u_>IJQtap+Z|2uUFH0`Gi!C>gGoRY1=$#k3b8`8qM^0{!(Etnt z-R+P0UcvolluG?!&4#;)uI^?SFuZzw>r*A)CW~qy^JDXsMfyNN*Pp9EVZCokKx$q- zOA-t!-BQ49M%%g+i)TIsTpGR;S6cA}s?I(Ff$%D+fSRjTee0JW1`G|@LqYsDAhF>v zm(AHn{4+Z=QX(Q1exqw%0`7hleh7q|x_y}nHe3U8M= zF4Nd!%dA?|aNj3i59Q89u`IFF=D02LYFW+6MOOTX+6_08w>F7lBJ^Rb$JY%iHX5EB z^E`UM1tU!L8zFBRGjX42i#6LIUXL= zWcDbGmL4`zCA6)qxpZCIZ+V+tacfCzDw$XEqQIMzoI3k|$e?!7enhmt!Tu(R)$FQP zpZloC;!vT?_VN(p#&pZc7eDxvIcH6!vs# zkKESWk27|2z+RY+WD9REjbyrBS{%%Oj*YQ3cd|8CeRWQV@6Bjc>&0yh@CbSxDSzAZ zP3-?&WmjO8C9*-yI;~qmR+1SSrSvEJJ(ZKAp6}(rM|g9OeB}DGJ1q&7R3Q}nAA#`b za?tibvZz)F3Ai2JgWTedKcpkMxjnBIaL-zSY$T;u4!OO+=RJdDC5F0S@<@>LB!`@~ z^sqGGeF>-1ZF1u>b;baQWR^IAU|wKvio;_Vftx`AZTju{z}H8o?7(kuU0*2h?#p>) z64Z&U5hXjbbA>S!&V^x1l6&1oCwtaC$m|Iw!wbxNV!I##@qT&-+vHlP zRq_5jGbJ|GP7$(W!w*)wBz<-G?{>lh`TUe zd-lT4h5idS+}0=knbb?9jJq%T}v43G-p zHPufd#ZfNJvHXnC>t}Qi3~-Roy6wc5m;4=s{tVVbswuoWY$?`}fb29@z=p71GQ~Vo zTB4{~H5A>^eA<)Zd#hvbSxn;vTz`!4$PXpzG1A#XbNm41w%&RFg-mMYv7sLeK{m4V zDjX;Cj2WjI%hv#G0kP_&fjH=BKF0v*QD{^o)1WuR5qfC6Y3O(|R^F6Q`Skb*c}x#6 zN*_nu4qhZ3a@ekEBX~l@*K_o&<~NP7tXot3W3hOoyT+0PTOE@Xfb~~tN+#zWe^q-s zDfsv?)IDQz1<&u7N>_;;opawky=$TBPj<|-u$gR=^+aO{t9BuH8C1y0z+ALRkA7or zYRgyoYr!gt1`qdUCQZYjEHr|4rZ@Sm4a~tRLF+qnF|rd9AkOog?WB3r&}rm!_1lv$ zU15lw&Li(7a6~z`jnj$FV3Ov@QXTi^!l@|W3b29yC{wiK)f4)gLf>03G#XSvCY!O6{fmQ-t zRu^I`yV}u`Z_`%GINB;`>sER(r$f`{Dmnd&Pn`1YS1#3>UpaRv#UlJu#amR^B->N> z(W_iD#mam_QAc0IPRnT^u$vxlp#_%4lE_%&DsZ!ya%cOk+ph#Jy&~_;@KwM`Oapc~ z99+3Qv%qIVQ+}{RIlGo{938!1aNFhMroz#_YLdp0&)v0|*tJhUC8gP0D96O5XL?Pf z6Ok2;;svGn;+~o7Tj-{1KWDj}bPnU0X`pwl^^XYjnDGk~U=g7}j{mF(k^QG!-3A`e zx*SZ)lQT1nyYaH`TPob}tK10AJiUeHqJ4S`I<;by?$ZHi^drHB{GD}ubR6V}tzYf) zgXW8WWCLPj$z0EL@3+?mk#bla(z(WzIUW?;i%U8eLBZOAa=11QLXyp+Uv0NPmp%~m zZH&xZEnGdV=~%FgGx?rj(Z65t*{(+1B}~W#Q_P-PbCFQq_#DTzU5YvnhgNWLGLD6e z2-Xnr;v6emKugh{?i`Y6lALU>QWNQc|s6Dz9X<3o>}+FDv%@W%Iv1{BH@)_`&}t+8nm06$`?3 zuf170eOitmKnnfhiS8>`f)n3t$|=hJRpc?M*=?iz$==r^!Z*s>;`*#7GerTvkH2I| zbm)ujhs>PPLrF|7w2QvyN`bNZ7dA3Y{KZx{)Ua-9IMiMP@t4T`cJ;GH zNLc2l^DY^n9OVG@$72rwi^o|JiwZ$=%OpB}o#}QCTY>uZTZYTqD};S-S_#fxz^6#u zo==EQ_6jxuvnEQoSKd+tiBItak*1g#q5t<^U?<>EPXO$F=%Ljd8r;8O%luB=vu>mC z*9A9-fm#xFlBM-~s-sRONB{5LkWK~aR#$AC`|=Pk)*&CuZ7C!j_k<2xXCUyq%h2j& zr66rzo@1`d;qIf*#P?X1Xzy?@7n~+JuWgDScnsIcL{T})#MciLT1-J!J9ZUlZ+{-i zt}3&fNJ)IP!08lpoR39xAOK7?ML)J$pOp9mz3&ttwl4h}FNZvky872bA#S(WZNdjT zDFB=%g^jate}UP|6D+e2wqybcdW#Jr=BfFvG^?Y2+n~uVT^hw99Es(GXspI}*Y$8N zRYfk@C*6qQ_kVpM+nWOyn3X%$Zda?(Q z+p(VUI$Q42W+=7rR-w8kMAQL7xVPEDDF-(BAfF1iqbF*b$(0jZJU5+GE475FYFpTi zPp~dKuoC=ms|%vkoH+2po}LfzVb@BvK96MXm>u%Fk@PW?M3%8$7yV{jjGV_X+v8l_+10Uq(zu-6 zH<5ZkdHxq_qsK@!1H5bV>&}2=^!0d{*Nnfk{4&Exy||Oa94a4U?YCMi_xe7Os=-(zo{4jIa#zBlWouTz$5-hTpAP#P#X)X7pnLN2Ny&L$~d`9^MQ>Bm#6%&-eRw z9A3rhpBE2V@mR^o!ta~3*F9-;Ha;6A_uHrOz7_1Y{Wc_|?SN?>?BU|JC!4Hsp;wO} zM&D{@xcmXq;HdmeT+1hZRbnDA@ld$hb04!h8w{z71ureFyj^Ls@%=*Gs->?_?;9PB z8MBFsCLwzp#WU2wZ{73Bx#u8yJIx?rcCtuYy4`MZgtFy{Kr&jgUvBR(&*V9s*S$w{ zMA**iZ3x{J9S>1?hsx_@eD_dl&stgke&Q+=eDAyaPEzENhTFam`OOD8;`)QfYLyih zLC?NPtPH#Ul6NicGp|GQ44wVG}Mz(Y9UG`6_0)2dQ_#9tVvipe_cpOZGAWeZe+FI&qxqwfieeS~b zO>gHvaAC%keeV(`jhvbTgF`QW&bO^pmG<8>%R+XY*FWChrtuq-lCerxv2{rl{=lQH zY1ml_%p?n3FI&cr)jk61IP4uxon7e}{B z@gDJ^nAF}cF4~4`BZq+YDJnwPjA6nU%+C=SXN%b^vE34tx+fF&WQzJ$wuVc!hv)l4 zH~+xhRhC@FOJAhC*#AuU%{-4}9f*G$vR0l5*}m`U9E76$$}SV$6tbY;cU#=9P2+=T z?Lup|5CS1Q6lL;FjKnIF@Oshig7^zHIg4SPMsUdXE8dmuDv}`7{1yqd<*)0zP`;ha z3#^vK^5CnR;)pA!U!k7<=LgT<#GL+^5F%8Z==O!$tlDhs zcUGK-KhV})${&TmY>4!Qj;IbiVEa(6lE1LK5bIgl*x~TO;wjTl=|}t<;hmU+=Q}EE z{yH>zjD64H_hIg5i%(y4hf}ct{3`>6?v+dUWKUdriI~)8jW8R3G_Poz3?Jea*qIe{ zS+r*L9_^`T%5_!_aH6BbwAtWoJ^cCel7mIwDD%vQrfHx+!nH9s@}vXBYj!1Wc3 z^@F<~iu3#Ww&8+^1JG*BfVJH|K5|ygbFhpqq|A;0O@GLJwF)}-Wn0sZ0(A-*uAxQA`X!7MKf39Dh@3Ye*XA`Rl#!YuGqt5)io41YC`Pp*%N{{wojy^GG4$Krk9Pobgj6yMDq+WWCFzXA!vb0=RX=iZJGY zLu-&acz3ZqKjsQ%ic#_76$?h&M2g?OA@#KAIYN52nvI#^<}K$e=aBdU%MN;z!6N@u zYYJ^{AKk$+$Hs|>iR{UIkpRO&C#}Wj*o}6N8P4;=S;!I}X^!VL090CV;Tq|FV&dSS znn`<}aZe`yKUiC52LRXDU=`m@a zd=*b=sg;QuwQK+lH|J!3rLynaPbTM$?eu)}u=N0g=~VZ*7N8=P0*(*WcHQZ*2f(=X zy=?Id%|Y=jZY}_*7PHYX;n}J)%68^gK8%i*F0G{n4O&YeWBHw%iIo&>WdCsMUZq63 zRRfY59iCj@RG__&o``t6Xt%aHCLE$f5zf(nu-dmV)BVGCfsZD-QrXXrpCPqr;%DXU z)1$|Q1^#N=`C~)qRn}fhxE(4pallPa&ik9+S((t{#|wf4833y^CcVX{dtv>XL5F-> z1yT2su-|`l5nL3k^vOqm$U8I%=LKDTu9D2tM8^^Tc$GO;rMcLk& zfd0R|+4mTlG?|2oikNE90~!BRlug|@-vd>_Wr1s3Oh0o7##8rqpmlj=i2AUqwet>n zy!)Hqr&p_Y^#&)mU;Fw)ii6Fi1zY6;)8dskj~v%;k-|iy?|TB)=JJck6SWq&1xuIp zU1;+rqUXn}x(%AF0sGl|UzE=G21(Rrjs52T;ElQHOb4QBjZTI8?pOyO_DFKW9!a#F zB`;Lnjn1X5U&^h=V6t&271tPAh~2MkHva6(T^c?*SPrU5D*;AHGCN^8Tc^&I?56SB z?3#}A;iP|EeJ-!a65EI8`dY(K{mPLP@|kD0&e{3+51Uhwc@*jFXX>RX4kxrdcY7oy zWWUsZyFzJkNV4L*L#Y3j{#r_iH~y;Y!1j`2Va6f@Y#|4DqI1YmyfedyZs1T(s3U#T z7X7n}Az1D?bK)UY6?*0syWel~!LLT|=p8lI)D&AO=bmtwqmOwjxuz{YxF$Sa_&XA- z3ACAHTcqY$)2%rN!}$q>V+Ir%SpujrReOGHW@4`@KC?bhO%Sm#MNc~F3Fb(Pb}?7x zC9eCGbsl}0v?GSMgZ`-UZ}F0qMTrx^zwsiV@%(>U^%9uT&tqg<9MP=O-%MTQhX>SN z4h6`sB)0!ay;YZi{V)VwBE*A{LQ`W~mEm#io0_7Y1#q!Yo!fqK{O^$|3`H3Zs!*Oj zMEECTrd+T^mQ;%M2PMS~E<__i!p$XxP<1#D{Sxoxi%*NCs+Vrt!Br}x;o-@YD{SWn z;A8I%CP$jrjn!P50pC!8*6#}@t*en|Mf(e{PZYSl_bGVWMpFuOkb0Rz8}=qG^M18l zMY9FCk85eDu;n@#_ZzJEIAQ`fvwi+$H(7t9)M@Jn92`APo3qhGHZI$99X)nS!)Aa8 z3dniwRlwI_lX)A*jvUxFkU5$%&X+Ft=MR+F%+Y_r9+e{SayNv_%?9k8H)m1#<{gU2 zr+RoorXcWdAFNakK%~3r#`NEU`>VScol>i*fWUh6_DbQ|3G+V!qeK_~_fa=LSg&a@FnV;2`99^1gifv%e|{v9!leW<$Wb(g(G0P+mFR>6%GfVluzW?mfKv z@c8&9`5SMVZu-0h^)TU%Lb~G64~6t;p*^^usJlp_gYCAcmz&z$*`~6HvVTDZq!=Ig@Z*Kh}~^xW4J2l3wf8B9>K|`Q3utsA@R&mrTa+8LVRPw zr~LWeAFU?<2)n;o>J%YrRtk#V<;2jExj0HPp?N|mPp};iczx0xcgLQ6tIvI9 z*UEtR9pJm8Ce>&Czwr~pc>r+~dn>*S1>NPcq~yB4D1q1t`*mnc5HPs%Y}tE;*N*(*o6j-=(7Y$UybT-dPf88ET5>+N%A@1bpC>*Sne)dATS zIQ#eq8yM~6Mx~5in6>(uaV1BlB@<5s<(8v2T@7$~R_m!AGul(&`;Fyj z_{OiIRzKx$Rpcct<0E^Qhn$5}45$jOwbl2*|EB78;F;>5Xb173`vFu9C6W z50|@J=+p+Mw}wPM7F{2tLMxBfju(MtG?El`byLudhUcBVHQYM~5(6(O((Rr53|Td! zpOV}DVl*v^JUL&ue`V8UoHOxgl}&z4Lr=Iq+^9%+wZ0<4XP>Ry3p>}d*1?3 z$U|_Z*6cvU<)04etqfplsKA}2wG*r_w@z)+v8v?6ybYX1=~-0?66JK*T(gizYc3rcw+0l!!koB9y$rAE#6MVQa#H&%|qDQ#mCvY9q=|KT~zati9t? z;xD%_`WM@~=6svI_@xcz*hdh8M_5g2six+$HMQW-oqaiyI1l{fl+Z^7{ix4PF_l%6 zto94T<#K#zgR<<(hovH;>Euuwhl-thz;~^=_~?j(1o-=)>p~82joxvd9$d1tJZIjX z_uXP@dwkEj(jMF4)Bz_ImAXI^vhN zBJ$p54S?Y7%B0&LzQW|yi4cY=VF^&jXIFTrO!T=4X${`E6mnP(Kk-9_E@=^ZbEfdR zPDsIHBFF4&?vase^}&}nFP$ZJ^L!T6p4lo*i9ho;R>qD2!$eDwCgr-%^YA!ON9jMk zJ}usjdoMKBY{i*1(p-)NV;UzMJ{+OG7R^P^AR38q!}3y33-nj0QvcM#L>ij^WxV%4 zizr}>u$WDg+~ajoy`_-#!R7Hz=E}`Ue#KZTk;_pchNVA@0Wk7AZRLRVv44zK?5FYu zk;cp<&t}&eA;V8--iHka#gvtkjszO5GrbR(czFlhGL$OS@-q443YSATjXS@+Nt1`B zwhp$t#Zbx4x7D3@u;E#sLjxI~0rb@X(DY{N1dR*b>4i{U`YMmNSYu#^os2SU_-9^0 z9>Z2F1o^HX%=D(iWqWpDfpDDTO2Uz=@4*9AHf*Vat=W zx5Ryo_VK~o@N4wM5KCdN`uIL{*BL`amcN%`M$U_3U$!3rH1MDmbEO&Q&nqSybHtE} z^yO03gLmWgboEy@xg>pNQfTmjU!8DW9ol(?1>4);!r1wNJ}sGiG!MbjYJ$}ovR{`! zdofVq>N`}A$@Zyae;_YgQ*H%!`|VhTknlF+n#&<*=Lt4hH7l}UNFkXa+ND`DtJO+~ z_b$8X?2d|WaGcBdW9R1B%LAzi&+}#g-Itvd6T|(uvpcnbYF>;(2X!k3R);u9mp_4N zpWE$O=*bv>_;R|?Mm#S;u(qk=HO29^99Y2&`LQd=hqpP;``F#|9n4kA%!>>ySO(n7 zqFyp-L`Tx2c~^ujWba0vu(%uXZYy9a5*8^s`h2PcOwUlAF{S}65<5pv4dgJ2dKE4MC zd4#;C5F=i8eR2H6yZ92qlFqM2k7ay|W{;4Fg6w-fQI$TGhcqjSBsXw-zzB_PQU>x(BI_77Ftju6n@fcksPqs$fH{N=1S&aDD1CqlDHKF* zSr+q|yB+Rkv+AeKy8eERxNrbWh~2@qnP$!Fcp>+7LX6)iNOn$?f8)4X^qZpQG_f?>MUWlA#IH`L|I8_M%*aLex^90C=eU!MiaOGM&66fy^9pcLJAc|p<5 z5RuS3hXcCEGtHk~VkD@mrX+TwRi2lb(Ko_Aj3fz)Oixd%99$=N#nIGvu}~Hod6@vr z!*00{lY9O=$Kh_fUZYxPuKZOQo#hetH;}^cmlkc(^<4*u_MNDH$Bh}K*@{EC)k?$p zP9p&$-PFh*zlM9$%lMQ5$E=ybq1aSBsim4M?0bE#F7<;TK`>ePltwP_k(_U;o+ea5 zkW2S;i{{HOI)6xuU>_uXInBF2T-A9|62qP2-e(Qg=ddNZI$D_+rjx$VbE^ok}z zIn>wSj^RaHHxe)P>1w_j_Ux%e&M8k!b(=uRjxdW#9R#E1iLAQZFqSEK`^;sTK*!uCFd|-dQOX zBWhuy=d!lPu`BSa(SeN6)9`~075xhW3cD*7;DAO z77X_wLIZK^$VllW@hSP&ovHg{oZoq;uh(G74;C!C({Uw!gN$HG*nQIK?tme9W$JmG zI3qkyvr=@mhK(rfqi+vanoy|;i+u%F{QClJ!4kU(;e1N}99Mz5_g+w}*?y6E z5Xc?;Kj7hEuz$5gzbfY~_^agvP8k<0s=V>P0Ugqz^CjH(zUFK{cQm)RoR83SYKlZS z#_!(xuOiq~41`sI)7Ja}qcx-}O;|WSk7qbmnZ4-FvBerxhMY}0t%s5WB!OjaQI*fx z;ww2fFC}=F6GiW%H_ z9Iu(e^qbvWyI!dqe;udAur{+w0s1BMdpIydl#i{8L8M%Z^(b0SID?2kV5}K$eki7Y z5rdtGXaxQMPN6=C)_V8GTmjpAX(hJ9ZMD2ko8QQJ-3GzAxrTAA=7A16Pd-&fb%%n# zoOP}cRIz?=|I5W9R}u`G3Ph zi&Kq}*sF{$Gk-KXC|DXOPY;Y_vh+OMUQ(ru(PIuE_}yX9lm{-mzM}*D!+0YsyNYTW zdGWr!()FN#9BDULp0FnI7o4$6OQrULw=6cdbqx##pvoztvM-(V$lLg=>P8vdiZP}4o(v#wrH20OJlED(VN>~rfDm>+d5k5p2+ zb(X43(7#v$rOJ*UF9%5AkKgZo|4DTfmds*eRNbnS0)Z@O!q)iiqC^*@E|l1=n1fWk z@klMrPJIA8r$9AiHwoV)zzouE{%O_vJv0z^A3awHq-1Xl)#&P71E<69TxP})R^=Qt zCtNlu6VI0&k$$URfuQ#q>4vWNO0OAk5iDp(UQqaw@B_B*ZVoKrgAn@;eLL{ZVEMnH za_1fjzM_>!?)x|oND0nDm|Pb4F|cj5IybNy^^|`zL6xp{CXc>VLx8(;x58;Dervte ze17^--EXnU8<@^QjiY_I|B$5AZtK&PeaIr{1E6 zdbi-xaRL82TFt=|YwVVS_6;cj7nx+Gjrqo91-ioC`F#-|d*&*t4yQYc;k-O^Mp#cm zL{Ndvvtpuc9aLX93xB;*iv-i|em<711+ zH=mDs+)w^K)6?sVDYQtpjp1~hmp%r94oLNt>f&`DB46%b^%{ksH#nLJ`&C^@xa$oiG6gGKjyYuA<01s zKrc|YhR?Oe(r)6-z!M>y*PrcohWYWe8g5}?>yG}IUxOGyW@2i@6y#AY^nZxXUF=Fz z;)KbY6H4!)2mAkYS@2v}v4k=lI0Z06+zb2K6mGA!1D~K~eNTz)a9z!KChm<^5Cz=5 zDuD&QT>gf&+Chga5OShAb{68fEz!=`8D7LMQWIm<$Usz5j%h>Z_X5ia`jJoOT2X52 z<*$mAzL5qVoO#4&H^}Ww;ziE;Q8z$$+k@VQp2UY*0M|MDX-MnGG_7&ZbWo^>L^hf> zDLOI#(zZf~lhKe5J4*vA&Xu+0j>>`=l%I2O4>CuxerfV~+UMusJ<#}Eoyf_Dv0ols zt6XayM=>{YJK80WCbLLU`G;57E)-1p?90}cM!($}yKvDc^eA8df<_#m)Q?xV$> zK-;~|O5_XH=j)wI=P=eakyC^*k>e*Z0D~I-8vI93d_ePmRuBItn*6^dM2_Z)Irq7;d~C^7B*g}uL_C8)GTX?N(=$)bU$;43HaDV@rErWj z=%;>qzthIB<{7)0t&v{-y?yO(FkM~gRA?EN65otPq~QQjQ#8lahBc662XwCrWjZ`7 zUTm8*g&`^{h#h}T_xd~I@G7P_3j(%{1a&!jV|Put=q*aU#HA1V>@3J{d<~S6dKFy@ zvE~JO>Rwl<#C9+ut6JewEF-P`q<|6_vp7D-cJqYQl zCWK{bWOBP!+c7$ix_RH%jpxSxROfej7#|Vp+~5{5e2t zd2pz{GPLwCgO;4c6i9&K@`Z^UVc+1X#J`8FnZ}XLc>yb^fyA zzccDx9kZjI@d2^64ooVGXQ=`v?^3%$3M9+bCpL?QBd(fV2b+){xNJ$!POq#liZ#qF zYf(PZ{yK2xkphJX+q)fz@hUKE)5d~cjq};Dw=jdOfa>vSPNHoWJMSOac(fF6Ok-u- zpKk9jj0vQf!$Gyp7IjNuQ-GPdSMT^8u2%JKl`wM=asP#w$Fk9EdOsHFfl=@MD2~{e z7zQl|%c%balnTY?3Fs!)_`{>WAdh-D4m*sm;&^AphOd0(k25znf5pd_tElNG)ITS%0-54zP(dU@wG>O z^%HJML9xJy+;s-vm2bFbRPQ712~)NjW`J~a6Bc^x2X3U)cv&`=72n?1z=9XO`zVkH zC)TFm;7wOQ*zN}OIgn?R>x(n`hY5fDE6uxmXBSmN#ivn6qtwESFyb_3{S9E-aCf?< z=9o7Q=dTOGLNSeD;y$knf!u`}Jt*ej=O0sUwHI)7tH!eO_}tPAgsV3`O?>To;jjrB6_;wRGOARg;e75Nsnu_;q$LYLSc6bzNRkNjCjp6tmC z6q`hrsk-Bc`cHzw3COm`bk`3R{tO}PcpDRX3uCD@+@ze#Crx6p?hZaRQ(eV~a<`3I zl|rMi84a2f*occDtg`HG=B2!06J-meE+)Qk{jMo6^QULn=|)3PO< zd%!o&>NNXQV!5lq$2a+>a@h64(K`dvW8Mt4rEG)PW31vTKqC)4;d{Bp?x3pNtk;Y# znh=Cr?OlkyuuTcF;$V2G8UF;!Hu_%Fex0V6MsZ%~99%7KNARZ6RZBCcEZ{sR6xdfI zXYo;kKWs@0<>d?`aI?*87HH9Z$zHGBf(d<_!tNAomb&caIP>248x1EL%{e6}__LXV(fx)lQ@;QXV5^>JKC=g25~tV!awdw`qm%*)kN z{@YKt$a*IOgs>J$2J2>!*1!a@P{F{I0JK`#t;91oyqIA=*NBIQXKW*4;8Kf~vh;AT z@)&GL3dZ=1fppahZ*8mf@i7`<-~K5^rH)diw=(0`_-*&|^b8CljZ`b>vW7P29uIco zQ}V55B|#sdi^TFEi3&6%1ZUR%T*R=i*;Y;O-RQWXUh{Lk=y;};D_ryzVhNS^Tp9gS zUe@+`%9{F)GGuwJ6XNpM;8q>WU8e}@jg>@26FhNxH1 z(E6v*l)s;xWA@_tQuC-j!u*~N2v^y)FFr+xGi}VP&xb9BO_~JH83Z#N1okL19DLM? z-ox^?AcRa#cvn7N@FC|;1rOD6+-B4ImFKCkA$nZzcpxFho+t!Yg`VTiVO3%o<`Tm_glVM!AtCt+o*HND2jf$%h?rTL2) zYQ@^%C4GLSR5w0A2*xAKMymv|g&ON=!IH_KT5XEif#MDrHb5L{oy-1zrzJ{VL~ z0wdA`m=c_9m)pA_T;@$rhWf_w=n7=XypAa_>)4ws6#yRxq&J#^1J6kC**=uMB~VC) z6TptUUcjtUR&U(-Gwz2fK`JE6<}dK@*ntKKCvF&r$?*95tjvX}IBv`8<@2R)655jL zcGq54>Vp5b%`NuuLnU~SA_yBQZZr&MS%wAH_S?!0cRh=*V4-!L@ZD6v<`++sgmhZ8 zCH}!$e-?(53=CVQ`0QXj<|8EewBs75HmjEj%pH!E0X|j@43*x)QrNMiJn?pG@72M+ zOuQ)9xKIEIwleKAO>qlzZPQp)>ajsff8Uv&pd-QKwF!oz@|B^|nIjJFUjGGjrqYUl z9Zx4u?s9KvfkA}l5ftKEwbFL`udO~{Uwxu3R-a)as5$(`s+L#(r~W&B;-dh1w^5#u z7SQ~ZgH-N+5p@$tsv6~e=dmLDQjcPz%%8o%tI4`pQUAy!d86l$of(y|Z)Gkk^l=kR z!F|B$t0@FE+%*GoG_NOfq!*^k);m!q`UTnCFH@n4`L1gW09|MXvkag-hrL-iS|(@u z$u!>$b2BS}@X7Q-1m6UOuLKJV-Z?WLs zlf#x1uXO^<{R0pJx&Xjyfg>!Z&wAQn2J4vT_Fk;B`R+;5;t=THm# zDg&#i_6_Z}D7+8-mi(L`LAw~-gT0YM%=G$=^>kA{R;crQe{l)iX$Sd*W+N2s2^UM5 z-r`8^AD{c$v$0vO#m9DRcmUVYn?cMHr%mtMOkUSo%h%c3$>lD4&}~+b)7$*zE4Png ze`7uGaYQf(50>{Vh_qC_Hkf>7yM`riW#r_z@Gp!UF~6$|B0Z7V2meTijxh`cZ~q^a zoq06W@BjWwWD6rg*_Tk+m35Gvkfh!eModVSv4mkP#bE4NvSf=2Z5YWq$U62t``AXw zzKnhS-t+!^zUTaYe}4O`qjNen%l&%Z*Y&urXG2lil1rZI2G7EHQC*EMsRca2oZy;@ z`5}6NWB|ZvsvZx?E_K+LZ7%cpb-l>pZg&iH_r`qu$?A&o(p1pxEUY*+#W| z>W~MY9(O$|eHuZwh{2rGPZLGfHB+&07gDmg`ba0q=`|44IoSpK5{KVA7+YLw;txK% zaR&1l3|6DbuYDdusQu#{LD-ch*ft|duy&VMs+XM4%#D+C`)WKDNbZq-9rVR0dsJg@^!O(K1gOWbGYB5J z9%02?j1**k|M2s}^0hAy7;K%(K%eypl@#pP(=5Y^yR7pgr258iIlhrR@0ADXdX3&R z;?7|TU7g0`8@Sm=%~3JWnq0jWhqi0|IGQZBy8GvW>iVL7G|$Mwf>mn_$Z+2rzuRZs ztp(B$%HkQdG0!Sh{oMj>L%d*(BgsDKU|qD7`79TH;6t0~eY@~l$I0B#@iWX<21Jb0 zE^3hsoIoK_xzp*%G1=j&8v+W{hUfEuza7s~-r6kBY}Ys1{cWrMx~V>O;YkQk4$>p$39nAc!1sgHxs{sD7Z9Q}D*Y(U6QZOr{i zaC})Jp@B!OAak`mOXYr-r+s#eMvBq~w*yMHasE6eq>&6KmOBvbzIZ|16=VU+utw+f zt!Cwk!hk~oZP4*=Y9&_oY_z{7gA07wGotqYDmrs&^@6jDz!J6o=WSa_!V}c25$*Te zmcw+pn3DA{Rn$pm^Aj7dC^vCvP0-1{Zt?tV>9bt1*$i5c>S-zntVcwBWVGBJ{4^i|V}5NBbo{IFvTdjM z0+I+4>nmP4&d|;zhLH0NW%4;p3!b+vXC005nRqT19*-3nJpw%;Zj#Gemt~!g!(!xY z8k)A6FlBvVptfm*7qm2dpYJpp53Q0?MC~kB8khbP=3ZjkOt&upcCVCIjw=OsG*BL9MNIWn); zdm0_@oq$cHvX|Jo4nk?if~n{UD6SPS7Gyn1(dF5B^*7q3UXEd6(v9^6^&KJC`9LKH9wj3yU`~dCA zVGLZ&b=3g2gQVB-e{KFmv?6l80aV3PS<0S<>e_R$e}}7QwUK%{bJJ9@lQ1?Bm7tvo zl{a8Lyby@KOmBRGzMYR(nHRVYxd0UN4c$(6nqv_&|w zdkcD}sphI;oi)r`Er1%$`PNuTP9XDOhPx%bORK=OxVc_4{77l!W?77MHwS;qE)ZpS zJnDZazgT8=CP)f=Gg?=g70{)m1ufC?;srHAsi8IW3JLFgYG?9H485e^7!I2 zMiC&qx9{b6W2N0N%FCLEQfA(5?Izu@VA)$I>B_k)BlaK*oQ>}PcW{~WzZGw2uF2X4 zz23vxhFr4mdb^Uww`*mHQ5FED!)IM#sOv$pEIufy6#!-bv)qVNg;v3MLhyb@Oo8x&1d(H1um`+Xg$ zmtC2Au6`3WN!QQQgO$8UOQHJY7B%my<*_ATPbdD4iMb*RR$YddRtrojk!`qObLSXb z4sCt~b00EsOb17$y0vSFeZO=$2=1Wu{P`=3=lF|-#-}Aj3Y&}WuP);&g*7tr&mrXr z7KiF{ElP=ZN6xbd_nUn?N#*I#sQ}92a7`Xhb^1)q_LgeE(Y0ovj&FW|-&o{w(QMV< z(t?|@_wdJ1eHcvJko6kdD&?k~c_-l-p4UYdk!%vMKjYj951hT9zY?+K>hYfFj&V;( zyPI(B{Ryvuj)t$5HZ*5T5h3$N6|Lfu(n}t@q7|wqe;2V zcQF?0NXmOr(Oe%wJ%Gj1T)_EYXxZZVe`1!da-D-fFdL!?8(KvEk6(eGg*=k=Y9OUM zJCzWCtY-DM6fxCDBC6wjNy(Bj(Hfk}n+3IA&ouRSzcwFMx)1!>nyqjga6n>iPn?e} zi4bpD0!t;9N=I^6X~Z-b^h6NR+gAtAVlf5U(0@L?y^h*SmEMsl zmv1vJZc$#v&MWE0#n~ikx;pTL_))#n;jV;2zF+ZL7z5|ZNlj9XtO%XSUzdrBJ}PG! zm8%rWzNgY`kkYiWebI~ApeC$U&mo7Gg|6jX8JyW-b;Yts*+$s8rUlko${?v2pm(U4 z?R3#QgwWcd6|2;lDm}19U-kmNA>ykTWR}V&Rc1<28H(tWbMOD~;sCfCM+-X95j*ad zA3qzPuatm?kp3zI$*-H^sZ8Uxqlh;@Z*|7{hu{*?Y+8nSK>c+-{^3YW)SF$ELXuICv* zf%0Rfc<@L8B#MLtB-khf89h%D2y1YD>E<|98-l8j3sZtTf0h4MJ6NnDGE1+_QqZ3g z;gtgJW;FE;d}^pofe$0Ug7L>S(H1-X?L zoxw{zS63!M-gDe*6}MmelOetMB{RQ1_Xa3&Rd@c*d2XA}o85+M3ACYpx);Vl%v|Wo zV+7D*2^b9KM+L-XGgb1Y!e3C@*!ykWl=ZCy(mwrAX9--%CAUsy;FEHq_+kem*swmP zkE9-cf>OnmE|;qB(IqNp-~6E$6Albj)E<@lBJx?Lc8@Mz$ZjR4=uUzb7n z@|HaO)=>5)^6kt*)cu916n{epX8s)^uB#FPzm=oZM!&y>m(u3k#ayt1h;;2~?Ip(g zyhZV^_Hb)HEjFM$l-hXe!|=cF8&*$edHS0M-=_TZD=l10vpWp~?lsMIXe#m=bJK^J zwnliBBZ=)a2Okx&2MYJzMyc|^zXxzOoRw}A3~GW;XvC(NLyS8s{qf`NvFuIg1NaIb ztWu65k;76;ZljNezWiEy$HP^2!B_NoHqG2yR@ncOdg>%FN_ zJkGr+EQ2(9vR%~6^@}HNW5t!@p03tshy*mA zXKK{XGnL!GC3Wotwt@GAcpjUYc2^PUz}!AUC3$P*+34c?-OT0;aH-$E$#&*o2+4a8 z>Io?kYlSDgemEQ>fw_ordllzaBtZ`<=vrElS}=H!uOIDP;lWb6E1Ppn`S z%hSvd^G+h8LqkK==_)0?o%?YZFI&u261z@j)hCXJl;Z0?B^PQFlRN3Lu7)&wS*40o zY3TLy)lWwy=+rDZi~RDs1p9Q_lK@R%CkKi$|+3UtD>e zmi^*DEcRioNJoprh=gNGYIh;`Hc3B@D6Vg_&{lQnpIyVv4#|ISg(lbIEjf+~h$@;w z#Elzzte2>K+XWErZN^`W(%tj{0SK^z%eI zB)*=s9W{4ZfWScespCPu-EDR68_Q$*bR}QN7p7V$5O;AhZ=q>7k3O1Utyhl3S(+JL zS{U25dR}=Dm)@k`Ld3Hfw~;o_jSo=s9)2*%QvEdiu3jV{+4{IrxagVdV1;|u$p;>s zdi=1gylel>W4Y#8OHPGsvuM(yLt*;<;yiS?F#EHEJq$*j`BnK|&(lDdcGe>w*g{4p zby8Zs>x{COV30i_vPy1VWI%z9l)o}0wEcO*u=9G!k=>-H}hOM<;J=!%Ejd6hXV;^U7_47Yv3M~sp#2)S3ejtD>Pq{a~VjCbSJhP zV#(GoP`JcyIK9YX?{;Ho5+FVU{+NVE8y*Y5tB)OFU;y`hB&ZW@7}fsb#BCK2R!}uB z;A~m?Mdy*M>s-Ml@`cIc>TV`En^~>uE6&;k2^j7f$Wm>3FdvZJtEHKv)ZN8!CnoT) z>zD$C*#x>Wp_TSuH()!seG;K?unzE$WuU6Nn!9@j*OlYK^~Fm5w_?^!-#ZmMx9WDt zmfhYub2bhWz682h`oLBnX98+#Pw2m&X)>}=418h-pS6h}fUr6LXB3RB!3EVzlg8+? z6d|NNEwObUvFx5Jx6}gXsk1$0g7%15J^L$m_I~4f26VrWgt;H24 L?*KMTy8ybw zJfz7>iO6;jx2nHFTx+zOQ7rp#-tA0KT~=mR1S4l3Eh|*~wptk}`!LftzKS{bezWia z8G(;3U@AX+3Sxag0PxSQxR(v0A!9X%yDoq@k_)P*0FaD3#IKPwlC0E|C5xY|3(CIu zig&q5G3oGV-!q-%z<+FO0ah-k8|SCguwqxRJ7gVXWS!pg*M0R@b=<$Q(kj70P&dY7 zM*k5xGGv`iDp&(F1Q-MOU75x@n`Ue(h5&5o(wzaS3%J#%Pe|FPFVrs|CLEQLV{jlT z{BDcmg9P}5{Q$fxYTrM94Rjl<46lM3VZ9(Y&@pzZ!1j&_Fw6XD$UdBP|GNaA;TWds zCXNBZg5(79hAhsNt>C`t0@#=DLB~tha`2W;CitT6IOpmc(9$vnEJ5c#UmxvkEtqDb z-By4Dk3Oi~-if~Q=F;l>MAb5Y#-^6h6AK@H8B*6$+d7PehsIEm42^&1_Hbpl3=Q2MEen20*54`8Dr)X(8=wDbU1x zDd86vl|WZS^^5%yFWOnxAc#_U$cRDYQ=Y~iKve!yXt_X9RN<{nL*#E>!Wh*R-TxK( zD-mxTtblMqLKA%jemtj+pQs6^?>T#pdTi?CgsI0G#ANDJSH{3Z4hhTu3LxPf00AFe zF?pg1HpBZKrEN$}(+>8a1CshFOkiR)W{sNrDjWZDEZPa6|2zs~6IOP#l zPedePh()CvT=+uEYE8&T8a?QOyY0DXBV09*%eQcrL8Rnwt7%ui1|P)N!SlN%T!EbX zy1VB`zESo}mJ_aXZVl4?zEBp_;aXeOWf23m1KvCzTF^WgbR3u%h~7=cautEhk{rT- z3t^c~j2=C-x!8b=*=dsN$x@{se*31@EH7+BZ@kiMU14B8X*)n~ssG~_;}^o=(mW!8 zN#C!QvfE6N0qX$Z*lJ*kbb-`02|o$@*pd8ETPD~2wDx#s98ot4zNnUZwE?@`HPIio z7Y2IBfno5iesT8Y2w5v2YOrHp`7jg_0m6LLryRGFtr}np98w?wKR?(9?yeCkB1PQV zm5E2y(3-P{Crh)b>(f9!;X5Wg*@<5YbSXT?YZ91Wqgg;T;RLva%~O1kLdfi>{}tRS zpyofLA8&Y4mc!LF2E^#PZ$8m81q^>z~*R%`#!>aYoLS<|I9LO ztOQGmwrO?1J!**u?a3Ms_VDcB_mQ7yKi-C3RJwSWN%9W&g!myPf)4f_*pKE`1}mdf znCxUL-^CRZKtc(Zt*80UlpF#+^rF>NS1=X+E$=eaDWWS)nQK<0Dp5>Zi3w(tymtJO zFW=g>Q_>e;gfsA@Do9{(xfiG>@@?7z-Nnn@gzA}zFck1NB@`^emhSQ7 zFr|4djZ5BAg^!%`y%th;S+F!wn*C6P?u9Tj+P0~U7r&60A_)tVRvdFV575M|O^}}a zON`iYb7_a?>X9n}2C~*)g`7X+$eR*1l_n?Ho2(nnnA>Qw#>+hif-laXF}GiD{T=O4 zam3ufWyJ;m{H+YTgNvgvpp?z3IXxMlBA6cG0fY-cbM|M@&uVVdFHxEs<{lEWqJCI1 zDYTuVG8MYzGG1QYtMmF^IWQeYa~i`})=u}ji}rU27VPg!1xJU3k}hjI1Oo353Q{y) zYw(aTUhQW#Pb0xfoRo@I0!XLF@W^&k*|=+Y^uTIDe)RyRHx3QHv!tGT-f3lF~OrJQx5 z#jE?bjEwIIojHW$1&gGr&OA1BuGj&2yCXleH)vWAB8Zqclen>%*UJE1A4kJS(vMh# z4Y!Wa$q))=?H4#XV!SzGOsD$&3fwQ_CIRO=uoi)Y!qVMh%p|R=7;J;?b^nyIdAA0c zYJ%_5%%&1)9^<;3B8eY$IR@mLgo#x7(MSfZBo@X_|nD4C~epbi)_%W~k6Dw|hq5QUU(}+2=h=z&M z^1A(2CGR2LXG$4BoV&dtK$$WZa0Mc*H(L)^RN?cX>tpF$RM&^Kzw$!;M;cXgizDVC z4r9O0M=*KdibTZpusaz&zYd~qvpy!ur9EV6cv3vZX@XQ*e7Vq&`+Iy*PKg78FRMTLIDu;Q&i{pQ?Dh+vaj-&As-kk z;3Z?|%g^S1FoHa#F`?vd$dY0@5sqaq5}0@6UYxeb@LKw3`5t4p#dq&-^ulG&;AV`_ z$q|{MD9@4i2d5`%r$2!Rs zUE9SrzZn3mdmaPM-8nmlGqXvfEPH@DTNM|+Ng*k+fDzMBv<$>hX;10U*^@d;+ps9*DoeUAQT^hcy!Q#l3*OlUQnMsa#%fc(3FeNpeMjD` zb#Pm%Oi5!;ej?kV@uw+FpTfOgnlYW|FSB!>UO=`mKoGwRzdII6q7El*T*n``Ca#e6 zkfsy>x?J9S)qNB%jL3Tpw4^wA*W({Y)R{yR%O=l6TS1tb-{^X$fb&wQaV>tUp^&?% zamUUwMR)SY;s>Y))i0I(8mZYIn}Q^+!YHX5u9a!NjyG6>6|U(e*Y9$yz3uGTN1_~+ zv;B>eyC`IFKlk5c;_e16P;pBxj_IS+16@RyuNZ#bRL&B5qlOr@yrJfvX-$}o`mzs>(7SZC*U!A z7gjMM>Px1Y!B~%YRV47=N~FEy|6?`?uub?Bou~H`j;54Kf4q|~4xm-V=V4u`YMQPl zXF{{m>Wa5OMm8;L3fTq~soOegm;AgM`VsFmXI7XW)M|at&%Iqjw5Ir|&71wjT^r)J zcmCj?h!#}=8WF>l6Wf^dn_ZgkTVjsAnm};p3Qqg=PPyxV@bTi`ImM4xBQwEqNu#%6LLwp{)oJH*nH-PCoZZwOGrVjR ztT$HW^#$DWd&rSHa`px^`CJm!k)6pfd0(>J{^kaVFltu26T`rfO;`l_sz7YH>+vls zxgtiyzz%$LYYD_uR%SmMc#D^Qu{va2@ZN}k0LUhtP;Gp2n8iDj{77DF3{Z+8Rvu)C zBul3f9^BDof(1cI%@Km0&S9+d8oqD2-f{P*dAOqFa6uw%J0hn~saLh8U3 zpo#dQa`{}?7I&74#+SP@mA&Uzt&DX`b>a?E@8w6aOOAog#K!rn=~C{tRg?ZQu0hA! z!>@N^heMZIyycmON6P|GpO=+=Tu^(}+8uGW9Gt7;Fe zIa(Lyq+2b75C0d|&;bz_jb{jm9>7|G&|x?aj`b5w?x1(fIvL^Y7o=Y=%*-nJ#|;z7 z(o!?qz7yJ00ruX01v)8v(tUKd_Jcz&2{k$RLv}p5)3~NW$D|>6>BZ6z0Z<0NbDy>L z+JLkm59;{f2YrLNy|eXZmA3kc*V6EK2fL*6V~7r@7k4*70s(ASf$bkQFXF>#VEFzB z31=Jww@ORrIsh7-2QgF7YE=q6+!5fHI)gl=TtLf(YF_kTaK9SZ2kSZz07561_@in; zL@MtPUF9-XItqgZ*_dhs3e#a4Knk~FST>B4Pn0m6S z)D9O4vY8DYJw2fRqdYGE(RT;bm3gKME*RU_Z4E?xoD0~lr+%}$n7v-dBBbD(sr(zz zO|Oao9NvI`zXlYst!(~jxZt($%t7$QZDWKs;8ka}S28-|rkd}@fr^~r)RwYg?onVekLss(r9swD1 z6TIWwq^hqL<&&g-?=d_u^j1Ntcm-fYlPMseOz)!f2V}vpi7CdXps}PCBx-F_USh3>0ciGVgKm>LvWnr^Js1M0&D zG>+#%TyZ8>yG%}boHv_&xR53typNUQqKAjqA6iNA`#=8C0=Fo}IA}<_9#MkTCY9qU zIJ8l($PKf?7xi8saUc2{z|X4pt`7Q|6dbbbKJQ-@RDaOD&v%#EFHPXGI+EC8#O|5I zK%<09mu`Al3l5YJ71U0r%as*od?Qd_{WJQ?0D)N5o2lqj_V5d=v8Ep%`>}<^j-;>Z z9Gcz^OfS$X?xj1dvK(sb>Qg zbb0TYo>^8`YdHd~!#}{sx|)z`Y4Xpo)c(PtS}kcywAb-8IFx<`j1H=S`tOawW{HI? zw=o^X=y~&GW8g>57p zY0{(;oa`j%3K7T1)F$%AM@k*+)}6Z49B#D{e@M`@>(CHt13Hq$tUwU?XhDSYitw4F zQ1csie)gm)cBu4>oZV>MN8kMl0#YjnOJyrOExliSc$Y3VvF$X=UWUhkZA(OoZ$YWA zrwP#@^1vtM>A6<*?2Co`rSnoAbE2pN^`D7Fh`N)>B6>ElE&sU)9-}dx3Z2sNb}4<0 zcb-PeAr2=Kl_Z$z%sFH_CuO`bY;kx|^GJT`+TnDLruWYBqtm-8XG|0-Ie+ za{?eli!#@3sZida&-23qYQX`+g#;KvOTo@FLq;ufu4)LZBxA<{LTB5<2Aps(IhM1_ z$&r^%6lfdsM2s^%B<1(5Ymttiw_yV}h|ntL+^6NY2?mp^Cuj-8x=fZdA4W=RE4l|y zZ%oy@u0CR9(chGDjE2WSI3<<0HVVG>sn*-zSmlz*4^)$z*4jeE%S{8}1#{H?peJS3 zOQ;5{{#ZS`1hhJ}yMe5f5*mn? z&Rd?Q=P8#c#l<+m$)?$nTXg!)s*3A*F`nZ%*1p(iK=(Ndh8}%mUwI~i{)M`e! zTQBuiGw7SJY!xU}$bYyrwBYe6sOzzpGpKE+!pvE+{{)p8J8c~mPaJT64X=R0jUJJ! z} zMk5_Hq`O1Qq+zcPnz7vDtV_w4w5})0WWBq0ei%RCzq+hg#J;V0dkQr9b?|`F!f;ba zp}Qzekg#GoV!lf1?pRC-$OtdFT$P+cplO8y?i4Vv@Ctw2a>}?TgpVM9MI*`50LC2p zyl;Fd=S)vl^|MHU%aY?WeE&pTy4raLab;ehbDgIU_PvF?MlBevZ6+3WCt@O`_I4zG zjOGarEk;KioBJq^ehMl33E%fr7rif!)@5C9$_C-8jvCiA+ph{wL<+y#{=UvW^60&8 zP(t=v>BkB=5FP@F>5aRov{BPp(16GO@m#|6WNe#7#Mp0-Zt{_qM|(%=o5u=e0oCCk zZXmZ68gO~GRzcu0ihmY#AFl~qt~O=#T^GhjbdB?|DSO{(?zSIFMB1Z;j4$Ns2_M=0 zTKu&@(D=KXk-?cG$@y^!UrA_8op}p5M?<`$Y2fL-`3yeBh^YCtbHS*El0gdGf%-jL zgH2}pR}LI;O2LZXS6*LB*uOi9&W1cscqDh6sQ76XA?#zE4c*@R%PYGWCJyH;?gXth<9_jWG>rDL8v+cOcEotDhx!O;QqS^_DV z(1qvm#<-94?I0s6h2i3Usj?)ZiU>3~pTkgYHj%pjGo?kpDp=1dBH{TbaLdEfAI#^f z{BYX@#YveC`-X_!j1%L?Ao7@zlmRYJ5t{a2KsY^U>orY-$a)FC<$Zzu_$aEfj>uU^ zydezg|8-LLLh;Y&RAXol4UWV0m4bcF#i_P%5eDo_$gE{77DD&WSM!;ydC>%T1=Y+I z3=>Zc@obmz&8zDEhG{atsAd4JZ#iOOf1jr0NtEvNRf7Cm-35!Xlf{+X05K*1y=j}r zNhWgRnMQA+proQH^FB4(yGkjSsrpd%2DX{7;^sVbY3JKpZoA7fQ*JKW5BiDeAXk`MseUmS%M!zinfkHxv&pG` zV`!r^nkVwmCG3TU*RW7I=GsQZwv84a@AY>*BbPoZ5Y5T=S8Xz3&z`b}7nMk+=D)%o zv+=%b=o$3>6xfc5VAj2&OykDD7CRIATbH{Jt*6t8eZufc+NMEhD)IuhA?_rW&p8kX zUFqCtrUfeTiN=r}14tOA@`k#zJ*Z-}J@+c(KU&xGk+f>V;>GzpGEc-;6!+9qRu@5;i@P)idb)e98_dZJ;4nAK9g&BA|?FF5# zo%&k3v1(bS6E3Iv7i%_x6|OGUsReu$=6w32$SWJuvag=>2h(W3=--{wJsQXZLWl1K z$++G9Sl!FjAY^s8@Lr%`d)qEqpM?1C--T%lAUhsemwo(dGr`qs(BFjZIRUx6diq^y2TNm_>0YO>DIMvO!?`43%ILd>|!l z(wF@G@#i5+V+w)-Lq*ovY&tYz=nJ`2XEi1yEzI~URwt{M)J{Of4C$s8JAJ!(XSg1y zhT9uC$KHo$QW1zxu`R~Xo{fU&Sh{@!dB>`I)0VZwhgX||ojjeV->ILBaP{nfi8T1k zh*z7gKm%Y`zHoG``=%GD=?om zZ0#syMV3dr>H@Vx8=upnC_bH&?iK6SD6mg9y5gcM1eX_i5G&XJ-( zi8mo`TR5|p|EXZ@GjvsxH$25Cy&RcJwekC!I8nM^AOTjN-Zff%q!=Q%qr2>o%SR=AV?qykQ(gC+!|Q3JMU24 z(0TMhHmz|e+N`jvK`YjiM5Yjk6EDXBU?ZVtt;rKm*xq8K%J>T=HH??RH4aGa3*ONz2+r z-Dz!F3uRtP7BUs}U>t7#p2qrGTOBsmjy|)e{OJ7DdwH2OwV|sm&GuzC=p?lSCVQWb zjtGrPV20aF%kSyfXA4Dm-^mkk$%fW}zM_R@RP!f`60V&ZiDzmH&*GkD(k%`=RY~-U zWUX`EpO2ewITVsbsCyYCCr(NK=OYEgqtJRLxgyR#(l72~-cT-TPWBJ|tCp$GkIjjT z1=%=ie`J5?ZQ}2G(y;f|F2&~#Dw}+m%r31rgR`y}8D0K4;FAn_(gZafH}+=*F4Osa zl>jdb&=AXif-#2t2jJ7&@&6WvV@{`Bxi6jpzi19l$5zi%@SZutp@06&OR(DX|Mr{I ZGkCi`bp_FMIr878uYFgmP~%DP{{X0Q#(Mw& literal 0 HcmV?d00001 diff --git a/shadaev_anton_lab_3/public/img/img_1.png b/shadaev_anton_lab_3/public/img/img_1.png new file mode 100644 index 0000000000000000000000000000000000000000..26f2e26fd33e2d3885ebcbae8d309b5988457cad GIT binary patch literal 60202 zcmYhi1yCGM^sbE)TsF9e4J5%K!QGt@5(vS=5+Gr5m&G9jcXtmi+2HOFSS%167Fm3O z#TL8#{`dRty;V~+HQiG)Ro$mgpL60t!HB^cbZ;j(SuM$=#ZC|zz`3Nod?N^}SvK^cJ~)?N6OqiVuB2@wnz zqo~80ZkBcb5BPgkWG;5u*aS~SJ@(#voNlVk6*}B z6KBt@CAghdg5O`IRmOm}lI|T2vE3&4UO0x6vA8pdf8ku15ie${!5;R!lERdVs)0kY zv@)gd_?%kwn26Slg0i+d#uAD(mhZ9gjTc7*los9SM%@C%(@*x<^4MlO{CV;UJ#ssa zX3D4SH;U8K!xVl3|+~l20mHTQ(kR zdEG~-T_O9vA>EfJ0oGrCHt=3GfDg?`t|(Kta-*AaW`Er|)TywpNSA5HHc5X)*-ZY< z3JiW%az3%a<)*Lltt1fA=M`cn;dZpK;DPwKBT(YrUgB&BUTCpjZf#Ae>S#+4)ykWo8#I~y9-P`W{hyHSOB>5=SOn;;cz0hq;0~W z@%K`(M(XAz3tIyDLqF_$8fWX{}q z>Vb>#?AE2WYg|FzW^D!};Z3vUp!RS3WpAhL4_}rPa`kIs>~P!ykm(tD+H*-So8Jwt zu_;vW%oW+X{I(j^H#kB6!dZQ@%kByne-K+6&ox4hT1Jv~!bw=zT;dm4UETB{_cRk& zcKZ3hO(t@rG`#FL=up@`be)$x0T)j2f!5};?P5ih7Wu*FYMla>gOD%5w9{liek_$w zm+sr;E;fSq?|ui);;{`;-h9$GJsQwSi<`tW%*KlN^2ewtaHY=g<|x~!(X;N`6!%DD zH_~yfoQ-t!ltDRARIj)Ibp|tryA@EX`kPLs8E9RmcWvtpd#pYL0#7B2%JZO85To0z@EY|fRP58xB!)F&O zIF!@vw$_C?muFFk<514B!^rtGyx1wR#B7EN%C_}$62F+I+Gr69b|I5mJziP5Knm;)LKe>)6DF(QQslK1h%xck*=j z2%F=i!l0%lQVmO|xT>Z84V&TOt3;JpW-q#~fhvc3}_*^hvjxTD|e^O_k*!%eT zKqphU7hi<0k8Se4?}oC*NO$@p!7h7QyU%5{#QI^hw1jV;YO}KW`R+7lJmxSdB}UTX zuW!Gjggi;inmQfV3vi+%Y53xOL>yL_N@f>iO}#hY52i#V(C%2$M?ta;68s! z&73rxantS>r}zFncVo7chxWkm34Bn=^pF4TF!*1~hY{m;cP+##9v-(sX!L3CjiTpHkF@pit+T#n`pf%BRBpwW`EQDAJcD{zJ4{@CtD;t z7Pv^?Ia=*B`!{Hl)wiE#*8qHNySxCog$N>-X4)j{Fv*xD9Xqd^v+~mRPplJ%L%z+Q zT^`q}G*Dh}B|`&&U_$Ee)hn$YIyP5>GWYA%Caw2MOpUWuK4b&+j#} z+;J}v_|VIfL{9sgi$j8cy=HdZlZ7h%D}AFuAn=)5Ht?&ux~ZCD&qtCQ9WgsXHEznb zVM_PelPckk8N6h-kNzJ;;Jl`f+mqAG%eVlsZ*x_NYQ@$yrV-B$C4&t0h_BPOd%;{!5l^TB^($Y=F%t4&>?MRQB|D}_ZA#1mbW zSv<6yVcRLTQv5QX#X9q#vzj_&YnQ>5LUGp*oXJgd%PRZ*H`7$dEY~wYhW)pK6(Snm z7Iu{wRXo?tvdJmZMBwdb!GqjHc0cwC0v!bOR95Cu7{qKWBCCWji1P~6boM)t1=>y;9 zYW%5HVRMg*&dYkQ1mr*<3>$9ZEx{UL6n*qFMAcyBM_4AVc(b9#fqGnMn3vgyk(ZpwNe~V}u zCtfKSzC2TPNCz4IlH19{w2n$9Jb2}T9RnLPY*-4vWC0p2{W21v>#dCAuZD5ib>;Vl z1JI;?u+_mcdU1ju>mFd?AoNFzFIki?;;*ZC` z2}zA5X@0&aq%yTyU zbNpln*g$o3lm7=mAO5MEfd9prU%+KchR$+!ALN3@uSdFoFaK~|%=1;_O?|ewf5+6A z3xc%;i|oi?TrSFT#3@z)j|3@D{V*wdyzAyygy6Dj!dnLF5}c}4$Gr&AW>SIScE)2% zGfun{t~3Kbah>j%B7#wE5xIRP>X}{2ko5xf-hSti=Z#X^dU-Bu(DWndc3nx3`Nca@ zV1csu6+!2aM5hX1q>uCFp3Enl784`on%TR!|E+WGbBPp(G}<)&VbgAmoX{qp%cD_X zUr6<(#e16&1T7Z^@e^?7zHd0iFctxwd5$d&pJ`I}a7awA;Mez!k`s6R8mT`lc9_Q< zEG+UxZD#)X=}Vcm`#ukoKdyk;FyNNIjALDlDUdmt$&UN75Ad zYJPe_gKg%yy|}zb67^-eEEtS~!(k`ngGQCV;FeRfLFQ9fd7)A1BCu8f*o7(lN1)68 zUmja{XwA318A;pBKzto)KEqewDILKk$-#?6g>X`Wb_d@~WKmI(;wIGl&!^$GZ>&xy zQ%buctMLrj0WJK5b8Wq*rnjQ@ZdqK&QDnj>9;y@>NSm+bE2Hm%9>)5|+gDanHeyGOuMD z8=R&&;>+z*WjSaOBn-l;>CQ6LdGTwa$vjUQCsJs$q`<93ArQVepP|$7?8S}RdMnEG z!W$To8UGllA|C&)#DAuD4-1uZj_%o`1#2!BDPG(D)vW%;T4y`` z#mUCjVYTC~z(-ub{G$VUHA-ip({BvzwC$?orXyO;9z@LegS z*E-AwT65?OQ*}&xcWuxZ+zB*U|cILF~M%;O4xxXOxREV42XS?GG@B6R`)Uq}wsOi6qrM>JVXe=i)2_1N}h4GU9Yw{q-`dmIAD)j`zY?A4! z8vVoGIU3#E`Dc2%{zD2%mH zbSvwt1K?NEEL_9L?ZeF9rYt(&{j9XV6esT=ue7J?EWj}6{_&O`5-xn<<&MXA>lV}O zd(?J)6zZQ-r{#6P=BvOlKW}}{4B=@jUY(c5s#rippZc`(gy+taBCuR`#uFil#v!Hq ze`|EEAh1fP2qO*KqsJ@5us(thngNt`YxWh#-*ibYrkZ++KEqIELXk3H+b>-a)Pp}? zWZ6WLsblu0m06Id3w>WX=ClR}>j(~aKBfsA+EJv0uS}l2UXSa?BFI^6{+9YA*jXWr zlnS2;yEm`TP(^J>`rTl?)#&nZ=L7FJ)sGRy(9^oHKOPsqA1)RhAO+v+y&Iz^t6s*f z(T4?s1!+%SS)By-r8m5DuRk`5A*-~%CJ5b9`O^ee*U>GO;F($p16_^b6p#y#R@`*o5vkPQjj<59hK)kJot#jRW zOKelv*R#h|p>BYmb|3fR%q20srjUL60KcgfzOBp_=6fqFv@+!L8AIysBXII!I#waPeU`As0 zl@Q2}MkNbo{kzHRE(RW=|Pd*Q!{&~>6E=z~cR%g9Nc2R|k&YVJv6wCR#rI9FvA zjwmW?+JEt4@GgN0jtmlAYYceb`CEhGFaT^FBk_)-%>0JF0((S9S^)v-=4`aQg;^sw zpY&mJdVbv^k%1?;50jEG32Wwr-g9VWT-V7MqVVC7`Mocd=hBykP5DgQJ~HBSFoRSW zknw((`6O&FyIl4fXX5yk%9n#erJNx= zakme$91tD+#7^X4Uqp!Hqz8u*BU8#DT=>VT=s6DMi4e{R3kh%o@KT!)&KS-+Cqbj> z`nB*Y_ST2atG*6Ihr?diy18!;QI@V}Y+~l|b!1kakz0&Yu(6l+;!Yw}=)?W-1NDx5 z{6o$jvvqNF-P`3KIKI!-`aL;xOHeSpQ%+IV#V0yC-qvZeu6xD)qAUnZVHSo##=f*t z(t&4ZFE7$h?Ew9xPAn$Y8UpBnlqX`6$2%sBii{Mf_%q9>6EO(H%2d?%>N|qvjHXdw zTsued`5CXcp1%I8oiPN9WLRt^X}3&{wY2!*d8hCqVP~yFW44S>Ok*@4+;1TN3%A{T ztuD%HvY>y8S{U;tyvp)`RRx6+&NWi4QbFBV6``2Lxm~flq8rLr$*sV(WgB_e1AMuT zt<7kuabC#*Q^vQ2pUGmS7tG-h09R}OwMaRi@6Gmz9EfQPqepnL7!N&;SAGbkd|iZ* z@x}2#1(-4NB`V!N&pGBzCco-J)l+s-Xt}f#6F;Q$5|OkSspnZdpS>T z2tI)(?u=(k@S*#>NKlb^xm38@yDImF+fR=Gs^(k_=wk%Cwggxy#@E{H7;vInD>v_i zifk6J58ue^M1G=7=x~U_^`%2kcq-(=*nI;&nBv0(uI`2>)PQ-kT$S8CdI{B)PzxHh zPla=mW=H3tR3AK}4`oH@N|Dh{qBcl#y3V0wNW~qzp%qAI7D0M>4gtD|8ZD)>)GZ>7 z-CQGTj6C{mC^Jq5vwpB>=Ax8HW}?Sx&&CeNKG<<8@jc;P6MOAh(&_gN4g}FRq4O%3R8`6DF{?P!Pp9L6n`u#hK8)!1lvheuz9a(@4gGI;EiLo zk*h0baBQMt%bypm=TC|f#*+7P6n0!HOI@A$0}7La%kmx8#wNOZmOy2(J_*Qb4rKg# z*D_piLQS<0COmFZ*5xYLtD3O<9iLKNf^a0yBJV9Vc7ZGG!d7OIzr0+pXik@T+}d{% zno2iEi8)j@S@2eq{GcHO&jx96?8MOguE$DH_AxYhy6#MmdG7huQoVS^4W5o6Vw=<7q z`|&^aLrdAFFi5y0oNn1ATCd`ACSP$b{^bCtgZTIkgVW!5HUN1yvmC3RO6Lp#M&-ad ztXAo{U1rPm`20$O1l^ z7xSdE3aDk2<{HgTWP|)V=~el^)R|?inx7Wy(8Jh_IIuZBA*{IFPr+Y15%_^PF&hX0 z%jayE5C5d|CSYbLS{0xqd$$w>F8Of4B!$NH6Gg$4{qxAKUFOrho5&6|Q^Z&DF-sE# z3Kq@erHb2Y2!Kua4vzBcEP+g}`7Ca9d|H{psdn=4;#5q=YuaNkN7Cwt zXc`XXSA1Li!K@Jc)1f2d;ys1ZIc;V0ELv2yVEV$1=$^?IFDG=n=DxNWQ0eYh! z%Ra^1@L>|-f1fnaPi~G4jwtLJ$AE(Ci({3Y{m1XKCL1}e5FzqP~+wfe;V0f&a#tkCqG+HdAvWA1KDJGgNZbPC2 zuUiz~znM%6=No9{1Ls$)2_O*=L$KKIs{4wwJDlgsIc^6l-+(CQQ?MS5``Zcj{>2~I zE9>SxWVd7qb_ht57XCd#T|m2X;mwG}+(#-}3HvtSC&iRx%ebAq2pTMYF@U!)b|^Ze1ek!_y`{Ct zv6Oh}rh)Y*))31*S;`u>$zu$^&w};wJFFwI$Zk=vOEyho-0N*IPc?HTpOz7Iv1HD+ zxx9enk0d}0HB7O~%|YCI05qqFO*%29J4Z-`>k!8yBkKE^AkO8G(iM?FAS`gd6zVVsR#dVnEf#U1w3hd9Bd`=A@ZcX~X6Ex-6Lc2`W61+l}J; ziDV*GXFN+xHXbDz^OA=VRN3fP(}ZGlZ;`_&TU=Lso~cduFcCIE^$8<(pf$fH?eJBC z?Jc>-lbjnNECQQeb3x38`eNT5J?sb@wKlKWl(rE~tk(kWj>eN3DGy$SBw;~np~FOU z7VlyGj|F0lflt^3(AP_C!>`^os^ms64U&fIoMUq0)0gGi72^GYsnTuI+0VlEGn%{V z3jAy=xcQ+3_y6pJv(joYR^J56-O;+Bw$As9in&1^;Qis zXGhRzcWwX4RH7-5-7=37+peD_hb2v z^tkAG{FTL$q!(Iogwkfu?_yktCVxUa_avKG)U}JNzCZr(i0=%qagTaXG*%ua0u81_ z)nX|wMgazFX;t%T)Fry}rSUT zpQI>BX*CE(4Ri}VmP9~3A3rk_TVchjGQ-HE*t@kuze7`2q_YwY8cU{xQPa!;I-rI1 zO!V`wqwConU|#M~b(t8M+kD1hHA<}o;n(ZPeYT6*33^q>m;~?Unw<|XRNh5~vm zPGcEJrGiS7mEVa+WN9{jh!w!DS`e-;uJJAbwD#^1yTOlev-#6=U#;? z@Pl*;Y z^ur>sqg=)8Ci4yRXw2QZ_T2vq{znmz8$sN={CYU<9jlz>84Y(Fp%@0e{*VU;8L@b_ zVgRWBasKm-9k{}SU4W5i>%Bh1z%x6^xIAq)=|(Ufb<}fqSx54z62fo=n zgXD`C4nw^oC!`Wq1n+W)+Dt`o82aOp66RI(*@PcdNuY_Gb-abws-m7;^}7O9qn61G zg;muG@FF|Rm0dHW*mruCa*H942`#Hkqh$5KIQKe^wO*TA6~hy~eV&RRw$As@GCQjW zI(uDsE6&Hhw@Hl8rI<9^p~kcl@tk&&I9?o+UKR0;10IM&r^nG})1P0?ojavXt6J-) zK>Y6Prz}<>ep=kn-jqX5ck?q1n(8D9#lFj6uDeFLb`X}pSccLRq#F>Vi4KSl+V+&1 z4Fp@+{d#3NEd7zND5h;!S2m0-QlHhi54r!Y1{%!x$tsTu=2lne*vC|!Rty>FgY!6K+fi<9QXR$)dN3Fa9;bUvH}BS^YKas-GTx8YA| zPwKMgt=mhy8wY<6ZkAih*YDmNVhK4tZ7&?2-=dF^m_Txy`?7_bw)<$9ps>Re#nf+@ zN;z>Z*Rw}*W`kkMug}ic1NyM_a8Y$S46TvOU5P^0?4=2H(VAj*e_SMM0&&jQ%GT2? zVx3}I&k<~xf)U~*z!|n8Nv`ivxQq;Fwc3fM0jRl-n-cL(2$k8u69SQr3SLXjd~7s` ztNyo1C2_6R3n~@HPjUE$o5#{@1jvFahS)trQN0+p=8|4(qVxypn`Tm7Rdj~!PJgHZ47K00aNSAd?e#xS7f=R=}q4SXF zqh7vom)foH)e~9y(Gx~L4h(Zin6O|0*l!ot<;gvFi<${6}ms7IDSmR%UrvY^B%m|wx1{3M) z78o+}7&BeQzqCxAHD6G4coX+F+xj^`CLMV3c$zP*!Ofwd9*85GKD0Jaqd=QTgT*B3 zS*uwlTCVt-m@)}dL2ZEfGm4duLONTOS~Vn(G{uZAjR%5G;7tonc*}Xi<@D+N5Bba> zNFgl5T^A^rO8lb0AVPgr#Q_<(4thGjGvF*v7-DYD0pM;FTo?3mudw7Yn+*h?&#A6W&VMy=AHO}+%U#YevVRmW z@@uOa3N*dl9!;=!TIF6s14)Z}rIqp>+v4k!{A@Mu1%`If6HcR{5N?jf&%Q%b_3auQ z2S>|WbR7x+pQv4IZ5EUsZ?%up+s-dBj>^f*T^{utns|&C{YU_4!*%1W1*@a>6JCL= zrNOsro`S+_xQ31#9{OM6=yv=u>Pse0WSexVFYBVVNy`vJ)N7Ye zNbN|ksfVDLW+O{`bbt)KYKS$Ee?)Yf9z|KZE^2P@QT>arP)a^o^QojeO*ZJW{BKq1 zxB3&RU7YCEUY#}3bkRRa;Sj-)78PlGe3&ic2k27@)moNZ_ty+jIkn5A|7v@%!APoW zBx6fYx75{uLw)GHA0lSo?8yk=1v>y84i1w(VDgp2uceBTfhP8dT$2$es09~buY(Tz z*G*eA2YB5B#BFHqbyLiP(6k2iuMP%Hz%A-t2gJhi0F`||ay5o|hMas-Mj;cW4;_0~ zGJ8x+D=(C!D$C3lKho`_FJKX5>7)BOFaOzNkQ^LuUlKYH^+g~rSgr+*yJ#36rB=6Q zEv~vp-PYT+Ll*SuAG@bS9M_TY%b~wfa!jn-^q^puKtLMd1WZXwREaBZ@>@$`rNdqz z&SDsyf7WiVGMB%E`-Ytw>VYp?;_Tu#MNII|D1{NfZ>;%#=F+{_eGYP^wI6_-w7Fy7 zW}*QjZ0_4H(1AyVW@BFGz!6AE7jq5dX^Jq_B@r!mV~TRbg}e zr^H>5Or>mXH1V=R$vn>X$3v0Zz{{~MBuU3lg>3G)w{K%M@%`98h6``g>YLD6($6Q5 zKVuvE`5GK&9P-6b31t}qtt&jpVci}3Y7F*W@4%xBCuO>jGlc@lCP}oi9&<7Ij{4s$ z*?~0(3GZ>yjX$Q|%uiOani~XvME!HZW})R8%7rMO9Z}WsB^C1d$`e&^MY)WJ3fdb+ zmmbDJR$SFLaBs??@u}EvSr-320V1WYqwit7@SwU;2h)x&(VoA>^r|rF)>odp6oQ+Q zQKz8-A)1Emiq>ROp{acs!^FvQHH}Y-pPge)G3c>tQ}8s6goIt#&<$ z)51D~GEK`6Oy#gM^?=Jt7b_`(o8PVLVXFRJ`iub9L33ECVi&zClG{)|N|?@aB(%oo zeI7S4DXIBq*BqbpN%!s^+*~?<*Z3%@CArzkw%C=bKc)k%oQw@aIL?BjyiF!1mc!5w z=NFM`(Z6LJ=Ls^*uF+0wWqO%$#M-X-_!(#z4=AEqm-)J&@T=yFUf@ON!_C7| z$KB+q(45mkUbJ7&hymI}SC{w3Fnw)}$RV*nNAwyNJ#PL&eg%kq_?=yCyXGo$qzQHbr3Q((MdZtuIVUFdq__e~E3C?MDw zWT_aBSZ;IE+mk&`vx~=X6y$}up{N#6Z-JL-80!@1x3{$)bMo6dh_Oqt7aXbK0G=%; z<#Gn8XZ(d`Gc}|_q|eX0CC~xV&s5Nu%UrK68G8ZxQDsElwvjiD@x()EhxrfZW)IK( zf{tONOgKo<=b}6~v&IVBIO3vsd$)NCQ98dcXL~}v?h1Vm)+Rx_QOxP-;g~uax zsr|zFP`Vr!BRqU#wryS!Qlq!`#;Zm@m@TnG_>ymn&4xlC-PS=OBtRHAK^+zfm#ts> z!+=7>L|Gra=Aw*`M!XaZ=Qv=t3_M2Q_*(wLG;|uG!q?g6e#lIAU$EpYFazQ~V?e({ z$(}0=5K;;&9}_-s!?(bXWYJ) z&ou|xx@qQMG}7g{Cn_dD(KR{=?ALK!Ir%qlCYf@l5xtLxSBlCA>0uf>On0%bXV4)W z=6a<}XgqWIZ^dgeC z)=qEBGaoZV8TH>|Q)EGQd!M;fcW=H5Qk> z2JW%BgtM8S&Q-RM;-py7MLF%@hdzspz;FU3{vvsA!=HA*>yJ_J@8yX3lcCduYocWB z#oi}p3p!a{NEzNdicbRCSyg%5;E+bhxj|hr z60?+LCgKe93G>iVmrxS^;5(tGBPt-pMUY0C-SB4L;AM!Lu zp$>`H{bs2aI1xSMT@27$8?QgItN@N+{(!<*RJf)jT0Vf{f}}T+IYA&|x}>q!Xy64p zs^f$kE$=U2gAR{4Ic*G<%V!)HfJgp*%MbkuC%QBW15adgo)&?d=U$07M#X; zK2|2t+MSbh12hgI8*Uy8!np{R`l+!W(1{uV7E*{7`o3x&<|(a zZfkG3^lJs{VV)kyAf7J9)pLkJs!#W`@5tFb{b8M5mGhK1tx!BK>3t>mDu{R5<5%!Z z^fb4TfUuI$9U&nha9_o5UV9~>r-1l!eQAmriwCl@@@q&ilIkOU_| z?SX>RIQLqMp``ZR_E&>WLS!jtP8&l{xSpWqo#j~KDBKdL3Qc}3797hc3CDQ_bMvEn zn%?`##UOP?3{tE#EqX;;yM!>%h63zQ22u#XIeb}v)RY$?4nkH8A#?0Dx*f9Ye%8JM z!f9lXo5RFLH9w~gd9&B0W2x5b@hic--(z5lrB76UQq;ge0Mv{=axovy)$xVa44X?U=>zeAA_=0-}rD$7^I~y3R|V_ zu-}wltgL>%P;I;wb8uBVfr_o8un&cc*}ThX_*vB${~?qNrX{axFxV8%R9x*C`b32} zebU3U;!z#2lZ;f6_s4*RjoF&w&qRD?6uS31!9IJVCV0R%p>nqP#4D2KHM`3};U0tg zK2e9)r;oVBWRmRCKgcSt692$d#;mkV5}zPCb7j0$bdq%ujK_f=*;HBesW>q zSdE<_m|KZq9>4tO39n3-p$s{_4}tER1HQ$sSOd?vhH<3CSIv88F3L=Po_1bIzpDF& z4f9CwYI`2#bkqOwRGQrV<>|6A2PIQf)r6g9amQ|!wjm-=*k(q!dE8^0aJhx&0v3A> z6FwVmQn-|t3G|X3S2f<$`Y0x7Jt@Ldn0sqRE}^8ID}82|`%|GR5NE*WEai{cZG$u8 zQm`ty18vXSti2-_KEq}H?+VS8ynUm6@iv9^*|i-rwl@i+Ib@?8g>P1bCw`5OBy7n; zYx)+6_x0b#i1&z}XUIP!3)<<0l3i(;wACkTV%{umSgT{88V*J&UoG-&fU&FV+G5xX zj!k3cutP3rC*Y0o>)Reb1t%dP69bE6Ta>9PAN_Alojdd=Vcc;_8<41p*}%0xwdB0l z+79y_P`Xo9ib<0<`WvWyx^$4Q-d)shIxIif>4Nl@qwv3uAc4o{zbsQq*Lyiyc!wVK z9cL1^*d?B3?{g+yCfhgLZj8wUpdfu$GUu$4INmA=)0!zgrd0)#m{IQZqf-fpR<4G= zf7Y>aurkMUK@j)(zUbe2-}yD97iD6phMOg$d_G$*}hw|gwNQT z>rE?j!t?Jv7m3L=Rc7jzZdL)Xlp^DgrT3&>6w-h>k(|KGN=g3#8W~4%$sk1Dg{(6={fc9s3M8h@2P>U*6U-l=U;^3nXID`j7i zzJ$A-GISpAC0Eotr&dBBiLyPH?6q6zwJV^qH*pvXlUL`RSgQ?(4*i!!?IloM`g%si z-C3#N)A;M|`4jc-47`ebLUDfh+%%JT{H%)DV6?3thV!$+u;3zpaw`9ApOM$DQ5#px zsE{lDg&6|Xt$*kchpoj+#Vpf)GYcAd74ew&S0!8UIU%MuC%7h-voU?xt+@AuVs{c4 z(i@lS5B=D&NV*^qO0GB0sTCfNG-&r&3S=Bb^7Dq z6p`L`fFerC-L&Kl|6f>#m1gu^xh$%do{@;9%^q>bBu)qU%?)Erjm7%Tl z&ZncI-RP3J+AloDwwFEL@L-kv;VVq|SpHt0zA*+O~#W_;o5Bnh+N%rD!;qYB$R#)qXQ-+n?7 z8)O`gztJr!k&Bz#wMKFkf0LMhXLpqmp;qzN@MyDK@90s6UhNZ`WA=vH-){2V0pmrr zL+8EOhr!FfM`~D4Qi-D7mG(n#KB{+*=-=3%8bYgE4wxRsN)v0p z3}5|e7|xQe;>_{-dup8M?-aAVL;spd%6*JU!hPwD%{(Gf{A)$)b*#+r`QCk?{%*`_ z>B=LTa4lOAE&;g>5p8|MIif*#e<8Co7jpqE9GY31kh^n(xta%zxhA#gB0;Q?X%Lue zbwd*WRV+xb*tl0Ydin7L*2K^-9p?=!t}=Qr56o_a)hFVx+7yIKMEOuKyz^N3T#88K zY@fce3NU)!ka45WZsyCd6uYW{EIx&_`GVd2xqc?5kFY~{e6_C=qM#X|PYjJrBeqh$ zIv2)*CN))u+rO4;?EL>^{5l$nXQ%WXxZwnIz9jmIsw$svCS#FqD)*XBxLE&2eqlt> znOkW#lA7WA<7S>sn$NiHh0VX8ZX3-RAm+(;w!sOF4v!NZHuj$Zg^{tW|Azx8M>8Kf zYEE5|s47k{Oyg;$=%<@bU#0=3^&H7qm*2ICE@;{o13%5D4852k))il&}uvS?$S zKPqsRq8Z<)*CTMAeWC%oA5G1Y(8j@)W0~RNZo3I-$g)hTz|qv2rbl65%l$naVt2A3 z71rx=xZpv)!}_z;rAKT{TKm;RLU)Mp9ucQrhXR@3wsefx7DoDoTrj>y2_yX@I)whG z_{RgS#!x7^jO~oaG2$%qwbi=d(6s&LmJJ|AI(kI_Sk4r22ocuD4ZAVtuh3e=Sxt_S z?&!4iUAzm1IGI^R9;}PizhCey2`_D~DP>8Y`kgh>q3a(W!&F>DM8osQ6}1DxiRmym z={&w{tU>lGxogOJC0A8`m?kA9HF=%wMD~X8vRQh@NPdEjperR^-FK(7Hc8CZ&#ckg z$AvY>5Z3f#i&Y2;vE%l%qf4f}I#<*dWi>WmXIi8D9b$X;X7;Y??KMBd#%M5p3P+|# zQ*v&d$};E%HYw1W2*dRo5-Ezdp7aMvd5_UfM#MS1!DKEZn;G@oU98EC5?dg#4X3^m zhfV*SyH>n>l;d($U^Ye@_d=V=ejfSTD?I9ius+EzG?Jhd77=Zy(fhs=Ul;#QOZV(A zJP~nU5;f4(T`$?xzEi*=*gKxBh-Hv)&q7f7>eB-nEf!xL#!lg_Z3SdysoJmL38cW~ zu&iMC(vP{?;dqu*rl<1Z+>mae6=V7Gqes0D47t_8jIme9rilULt$L^Gs*`-E)Vtwyzi29;t*`Q9A<0AkSB8=#<$QI@qQFLYrj~ARV{6s(7?tUoV z9NVDSIWjU*d;nZ~0j@j{xc7&>w6=aOEh zebFp3Y~87ks6fkLEOYClS*kN3w{~*k5@ZsI%F^$U@=EaO%#*S z+OP>sY`hUE###~v5yJKvoz+Km6#Hx4oI|18ZSltd^n8C#DSVy8H<)vV=qg6 zkLZys0T@d8UA&hzc#M=kHGa?1M(y5SpAm3UetHz`ZX2Nog&Q|yM07+*zu#L-T3T{ojzro|ZN8l1crAkx zu57x>Po1@Gj*X(#Kt(vI-e{z7Q!T75W;LHFQm68nQ7;aOK6*Hn0{b9W6uDoh42nz& z*5#B$#!Blkkt;)UHHiD(7QITvrmG)ptg@vp2$2^4xb~3 z)jEZXH;GzB5RTSIX2lzSmy-aP7E)u{x{XHd^8qZ=bCDNEi=5#2;;~^mU^mwJMq~W1 z-sZmimEG*|!C02a!ui=pdU7|R^&oe)V;w_)AU2m@POwe%lStc{%0 z+3SqjV{=HCMbS;OGR3C0&i~_j3GTFt)SBcmm%><`JyXT(KOC zrfErsIrY37UieRO*EapISh@;yw3s!o^U#j_xB0S}a!HP1TxPK@j)9aY=4k~P4C*yX zoge-IQ$NV@o#U5JzwCMZ7LRWF{+6ddA}oBOK{JDw!r;Zoh7R-fXS@E@WHD<1ZDGI2 zX@;Pd;iz|)kML!?w5tn4yXC`w5aG0_0Xl42`|iN923b$gfE1O@`XFZw!_HZ5c1cC> za;Yv^?~g9~T(9Vg$vE~Z6&6V_0&-!ZeCjSU2JuWC0*|COUdbyv= z?ksl!8*{r7w!ihfJUWyR@fm0Ig7i9U{zru?dE~oV9bjoQYHT6QA!L6n&1{8dg7!YLe<;CIinW8a9Yl z%P-N<44(}+wX=X$>tcs44=t&q{~C6RxUFhOAAJ&a&KdD#p7q$g)4M^cn$iCL{?88` z{djbbK`5JF9CcvdV`UnYN#L{EAmNch5OMIrn({FcdI30oDs!??8IL&_I7>yy;TMFR z#V`VYvfd_i4F|2|)id&GHxF{iOs<;?U1Kt0*DsUY^{F$7GL`D&Qs86ruWxw9Z4phV zI>rWU&g@RtpNFA`@8i3B*NeefUL(5r=D#q*!>isenKigqiN=5kUg})DjuT9ATl=g>3LOeST@3@A-d4CQy$h^Xl@*c0IEUL!9~Y0N zG_%mZe!7!W$uG!W*46!ziz}JxDLQVsJdt6u20QB;qnLh(BMd0J*sK>sbR~C(^Qlt) zEzRu?{W!rmi?jB56b^VIOH4zbF;41y4M{QfCsV|1AxvaQ>~Rk&3dBjbM+s&`JkzW@cSo9%^D~J^|_7zv~ zc*89nB8Oi=iZhG4S?gA)ZYrDq1!e(ztY2!e*dV!m2W>ecS4Sm|W+$2PC?6H@sfTJf zpOFbCj*pOL-zz|%cacu;Qsu4hBnc_rv`CNyN5RgVfKxqj{5fr6V6r@4AOS+_6P6Py`L=c0L?hfhhZlt9f-Z{DM z`+lG2i{tpd_jsqJyxbSrdFbx7|U6@ZaY(;WTk zeIEURYjJgo#)Eep9gx}m%DCY?aj%Gs zrcMPV#;7aFGanb&7W%{E>2eGrbBi~&dPI8LdLMLUvAoc#v1pnr02-wd!Xa|YQnaEl zE7YXDfB5?;I^Oe5I>fX99*s^2>KI3}#x~pIk>FqErBMdn4Yds>*d~nRbS2Lo(-_m$ zO1W)ny_y)RcqmET|69ss_mG?Qv8dc36jI`s-cyM(tLslzIJ3WJPlBT>W#!Vwv*OEMFRt)Rn`>4n^&&KG|$D z!!gHn0lY*v3I2}nQt(z`G9K!S-#@N#;7;IBrcGa5z`_Np_HJTl=tzNH z<654eCqzw(t8qp0Q#bBv-Rb19Cl*;B$yYg)ocM$BUibBZ^X52I0KMce(-`7Nne@@A zkMfOJQ0}0tP)^c6#>*7@7GQWk@taPl8e*?XoIIBsyrJ(R^cM=2z45b6+ns zFD|1i-M8Mxz6(C?u|Q$>wjd%XP^A6E%4^t}iNpB5^>t&de8Kucc7~mKTe0Ha zF6ENx9&f+v)tHR0OX+*O?nGOK(};eg+Y2}Xfx?17>Q6A50-?cCgEM_!aO7uu$M%hc;fHc` zHfx7l5C<%*^3DBBB?@IG7h zG^Bfgj%?1IH04=^Aqdg?_Z>Ibk_8RTsp$_#D_x6siNBfu?o6C@V!qBeUAP_JC5T(L z-7uy*ThLT%mnkEmt}?~%Rv#y={Z`uBWjY@MUh4g${;QlRU)2wi^4Po|;;#QqJ`uE7 z_JRX6YOtTOBo^ZmuyjhG4VBqM2NIhmMYRbY95VRTI_HA_#5^7sZiQHtDL zfv*e`;xnGNIhCn0<23u&kab{&GUHE_Ag8evH#0iIYW%~=&$@FB!Duc)G+dq51tyfP z^(FrNh=KG(bCp|A)^n388ZH$#mHv{I*)8T!?y!C%(a!@#l*$QjoPJ>%*4N8J(^1q)OL``q==UIG&kY{Mbwi;_{>jOw=GjW7Nl} zEbohN&p7qsb#3n8;fyH$(R!kJ4LxzovSyFl;G_I9@KE zny11z_<^BW>s6;ZD8ReSE}qIuh#|Gu9pV$3+Wb-Eu-y~adRUE`eK)**qM+LI;%bDr z$h3Vd8fJGLbc)O+pm0(*LrCU1%Db2h4Db$t^!PXa*YSZec1er5$ zxVh_=*Nwdeg+w-IcY~r2TRRVMjRR`zO0}G3F5ZY z*g?Z%e}@p8w@?$VmA;-x{g6I85p-N!Bbsp^eO!$=fWmEqGc!RyX#8Et3%?|KWwE%C|3-VVBb>qTq0NQz?7yJ8v!b@=SZxLFD~0-2S5(0tPGG z8Jay?u6Uo8l`HwZwJFn|P=cOBGPl{u<-L=meXn_O6;+?zZ!qiN?Y)`VM%is`G=PkK zRul%&TM^>yQJhDBF>ukE_F^+H|aO0PFq*}jS{ycshTWf<*BoIL`#A3_nzwK8Y}O&6JxZKOTu$O z7Q&&G&se63m*||(S!h(7)t4qKNS9QL7iQAz46nxJWnnIzgujlsq9%@!fTe}WhRJZ4 zgRxO;GN!DBM$ofAyfYuhsP%{V*q>vS0t=UMI=+f9+>X~&d$`JXlCb@S0M8N?ZXUB> z6Z#GnMn$1^g`4+)M%C}5OHO#~1u7|5Dc8)0^%vhFS`vI*1=~)Qmp1nkg^A>R6^MyH zCPWCjtMT}ncYV&b?wxhcOOvxsNS@B({UqIC+V=>rDvvZZJ?Q!UZR0QhZ|-WAi=mgpLopQZAg?5T zt;ROCE1e;|?K@NoOvK@+*cMbDUOj%l#)%Q^|q~KUqz$r0-+_kcFzp%l)>ZIfFSE z3pNLW^Q>*q!F9$|ArDRp3mbQw9J|*yg>3w#449{iHwl)aUtL>KKK?L3w(_YrW%qY- zSZdKpe>6_3&*)+LE@SGtx&*c0h55uAGm4y#hK;^inguCcFCWME5)G1hK05j-61?+d zLuHV5C`iBS@>Y1vKn7pv6%=@fWeKa<_je-4$0g_ZVENbR?{4|dQ9S;`MbUdbbgrZV zt>Y(NDPJO}IwB#4UdPaYZ)Bevnah!%Z_q%nL?v)1$- zy0)95Aq(zhnSd8T_+RQRGMxWyirW83VTKih=-3k%+f~K+xL#lRq9(a`D`%Lws~u%~ zmiF`9#d$(!w`Un1p=Ua?o0&86!qdcGU^B*^J_@_J?yxqzyuUfcd66{wv+&H-^gilH zD5d!1`e^0Y`dIN4@WuK<^MO(QkF_;~tNo=RC&-ajqlIRgzt_wojXt4{wa}U_E-Kgq zi?<1wgwl7c`P-U9Oe zASj^Frqdfg%Tf!nT?wUtRY~8su9AbzsdC_JV`+$V3B!EDg>v9jrO4Sv&{2I^V2I98 z4pJiaoJ5@KWa83t*G*K}{XRQh&0&BFkn0$^oZhrt@n(0A#Y9oZSi9o}?ZsihSebpi z*?8JASywt`cgCv><&Z3K*Zs_LhqE%*ll`o=w)l@P=%kKd!okxc-l|i3?Ia<6)8Kzy zr3@0jgZKnpUK$W8fA{E?xvkiBSpQ_z$% zq`*{;L<-Fu8YR;oIW!m9*tE)%D(@g z{zzZI0Hiezt%`ZI!q%TQOrfqYnyx%1N2@d}p1&obcHCy6l{BZC%)+1_-oh0^QyfOF zeeyH7*(LDM%KgJ`ULRiEJ?@~4;k8DX8B%N%pzxUW6(zbJ{*6%2H_S5Y{uR+|z8$5Z zqNTOr;=I(S%*2Bam6c{TC9_RL7)W|~^*3bF1jvn`1oO5&Ae=yGqTG@57IYS^L&XGN znSDGojbdgeY zxgglt=wM^tD9N2`YGc&(k~+Q`S7EV@7tX63#-|8g=<)E)_8~q{z)wZ3l z^Boc|OPSBQ5Vmx+MD{TI!*%yCmumd(PNeTOqU8W5I-8Y#)(BdRdD*A3cM;9jd=`V_ z@EcL}c!*K4i15uj*f`i6zyN9sB6Wrm-2-Plb-fUnyYgo+OWW%5MECQiQOQ{A{L*uP zIRo6LyX45>YuAWO0)I-(MyMCM6ea}y8Ohfc*TnSRvQbP>+Y{Sw}!eiUK^HH&tJ zZ#qT`pP*t@1yt9Q2COe27MYK*>G33@N*F&Z#zfoRS$a8&@VD$+>>$D+B>B;~bq6b*OAx_(L(J*>_uGz2 zJKIDHBQ)3X>$We;E9U*=GFPag>wGXKB3TqCYP@_jmN+ygf{0m|c%?tGC9*Vls!Ura z-M3fE^E^A=Bl|X8*BG(^?OXgoMqGk5qeE?WU?m`u2~FmD?tSF2E*vY@N6_qBOorP` z@dq8Bf=%5GkK{&~nET0730hAv%_|cY6^S(-3Brz(_Uoha$A1sE^o|rU3y<9PSH&f~ zLm-y4KK;&|{Dn+RR#nu2 z*O)INNrK}c8#P%GZ>7^#uc-TRKh#KSCufpU=u+LGjx+M2IRx*J7OUyjHWX&M8&}FyN~4~mP@@26Xs|*7u*ICg&mo!pOtsL!{|KBE#!uj&O=r+Abi>DxPJ{xA(+RS4vZufuxVEzYBn7E#dqW(&? zaKME*b+rnmr2Ed{d)Oticqr+-_`iLUyGv-3ucm*j)Vf@N(HBN@)=Kp&I7Z{_R44kb@KaZvo?MV6+8>=sL4#80`X>p|%jG4rQ0Zum#J z_(OLkbL~|j)QJUlm2s$}AZK!HJPM~^kCZ!Aedu!Ku|a1->BiZ~!N%-YS%`j08}$MB zmQY@&h#|ZuMQ5#Dq5q?KYrNEM1H$7r@-4m5|Bco9lknSi2Z;I~au35jPwOov$~x{@ z_U?ul_2E8ec=N$^_fN#|+4i>Wvg}Wa@=~nqwtekeuF{?&K@hj#Ew9pTTnoiEPMLNOV;zrxX% zA+Tv)rOY5?Vq${a<)%cX%U&xIQUO|}vZ2SIMYF=GMfnlr2Prg2tGkal6mC~z6W5RT zHaS(9t~2(MHHX~A1f#(R(m-@vN+jZywS2Rzl4XALAQSk^0gz7`he?5ua;15s1F8tiCgtQBT^zqZ-#`^jxegA;{&we_R+s~QpiU~LYxRn|7tc$J=`+A<=@xoy+dTnk(1&fdv6 zt-rCc$sPNpo4O`{p7P+<$fkyx+KS8WngIYisKbz|iF%%o-_@@A@**8~0<^$|n_kFE z$I^e?>xbHOurXl=DJJ2Ffp^6(;)F)l+pp=o(6F$Ho^E~ilDZa4i_{B|^+3j5Wf)xP57cLF~Wg*~-4;^g}9%RcZK z|0NJGKeToRU(K?lq0o9n%Efz4uP70`S@*&Z;!)h=HLZkyn4<3md>=8!{X`D z^`O;vuQ0Nc#oQlxV>|ubT~;b~+!XrXVlkOft<7gIb#>^ zmYYXN<`70Lprsscj?!gLC!TQcoZhKDHkUy=(&QLrEHLy}Gz<~exTtaX@HJdKSwTno zi`A6Jwo#ht!B_lq*V9ncjJs#(IEQaIBm~OsS2tkJ;+p>nUF>wj?f^2;B|{!LRpt%} zzd%JQ|6T7Y7os$?{k~@cv2wiEhnq_#(BkOI1v>^t&I~(JSGTt5`iGo^kcU-Y49*P_ z8<5csii(f{{^x)G?>4vpS2+4V!@ftYUT7C`Y!~KgM~YwfIlnH4`?h=V#SM`C5x=H# zpjhX>>w8{q$9$Svh~k>Umulq}F0MpeRak+%*j`!)kV>}S$^cYKQ-8lNEwx)J9aObw z=a#pdcZs8xGJJe1uFy2mfTv9dnZP0sWtMjJBuqygFmPPa-^U%tGFVEQvqUfjYP=GB*wI5Dz5Qa)7ac`}fRO4lVraCyAAX5umaYcOsMt^E9bu#D6`G(ey6;HH8 zvP?h~Xkv9JN3%-{SP$3HhhRY%DSp?Km>k%5!a5x@y{zO|0r@=x7%pd+@ zwA7_-4VI1{_6Cuz)cL}tDojk4>t*&YlFZPEV>mQ#XlDPoe1tq0_n@zK+krAhz@m(j z&nZxjS_(lmhNe{*OTk7FY`l3)wM_ViruSJ2iss ziJw@eek;aKgLT9VkjBS`U;hu6fOWS{L?7e~ybOqUgGrSxrNP120`5(6xwPVZ#(xI0 zHJ5^eLmI34Nid&Psced6kH`GpFm_g!q9q|6Q2Qsh^SOzNbxpRXCuQOWN4b)b${Gvt z{=^uO{jnETnML`&7{cj~a<K^>^o0cFYU{y9pGvD@N1I*S$Gb7_-h|;x(TF%b`$vS($GgNb zRM}pDO~QbvJMltkm$dBk(8h6RQQijg=|9BGdU_Nks2$~!m#v+SJMWC2xgJb-q59>? z|KRXKTYw4hOttmrXBb~dvHl5DTJ&F`>m45kVA2OHHCxVgHzf1AdHx&VAU&bh`2Bw5 z17QJaPrhl z8;QCkWqAWFO}fV@BgVac^@9Lu5!`W|dIYXrX8u@chEQ|gNBtyVHNxOd_x)Mo+z5we zc_|+CeGiAM@?zeou6X{t&y&c+#$k9_{=aD%i0)h@BzLRjM;Y= zRiQO#j%6Gs3e6)#MruJmDK#6)8N2Y*=Q_r3CUnkQO86`WWA=sG+bA96(w8yxCHZO8 zg>3t8Q-lZL(cYjO{bp6onWRY8j2&D|EO=J&HOQxLcV;Bt$g(S`GKem)DG{%^eGVKO0Q_MnPPKA5`DVBbl6BW?0 zuzEhU3~9*b2vzA>#3E>uLD=teQNMZ2hcvMOmgepO20|cM%`V1gtCM&GCM2SMF_%*r zt)rjrvoz{|F=?L4KGjq;i7R(m|74NH_wNKfPxg-H!E&EUo-w_7j@hwyOBtA#E&Km) z6G>Pr)G_~Ue-xfnsi95b>TVGIxwEM{(nGij1ja3m|W3r-v4(IFV z6apUJnQkdYE#9=sEq}B%Fj%`haZQ{TL-haALrRg{p4^k!PjHqvfWGpbTk{>1_!?eX zemq|MW@Zjf1nV5({ao66%W?ax9-;&PJZcT3|NB26_7L-b#?$?uPyD}fum1*ip;0J7 z`WN5hSufg;H?hxD%;wWBILt2Y#E)>r88W}Lj58KUQ8fvl%D`>ey>}jpgf1S+LUbZI zI;g=+V zMy;^Z7OVi}bH5ca;asdjsJGye*PE8Ol`N#C42B?UrEiM{q5m+lVr|c2ixY=pke85* zY$}E`Sr+|xJl(>z*tqA7BM3c?hs}gB@i8nz^4dsRasC-z$0t@>vrHR6;Wygj@;92o z;y02nPOTjOcGJfh&vsE(i6c~Nz5S3>%!5dL9S>}yQv#NwQ8pCMAEJ5hCwrbt&pWL_ zuxiH$bh}uHiN4YOjg{Oi@xG%Cvf6ZVusJbxabEskWk>7%opgCS7@p7zWuL}*2r`*T$;f1tDIb%7qjN}fcWAV56Ord* zbhz4`X2PpldY6^ehS#wDEhN@$ff6X1lHX`VUFP@KM&=;kGr7y$LrllLA4yDWU%6+d z;o~3Hu$Un1IjLFY)~MVA?_dheWr$5)ppJvv(>Bj#-Tk>B8RtUND|58SY!iGiFNJ~x zK1#gVo@f2=YHc8+*x(m0&PpsuE_HX+Du(av@-zyyC5!$>Qa_9U%{zi}54k!)2AV}i zrX#T0itE7u7fk+ClfK1l@M*HMv�KIbrgYGr2|2YS+Q{%`e>G3CqM7llK5$S||} z_^B6~Y!9+6z-qF>2ByhIuk*-}EF#ir!37ZT;fX$b?FS~=2^i6?qO4}>C54U>XXv<+ zfXQgRw%C=-X~YP_<4u6|KE$UmDm01b_VPt3OR=A+lh!7aiHdP8=any-Ur^|<1B|eP z5%2$^WrP4_{X*3IZoX6%O(`>1a^%r3p=|9BH!O(26<`;iiU#>FqFZ9Nl-4oC{h8DG z>9rB&x+03EFGzl-+S5@Zf$~dq)eIG@l}r2A*AO!MO!ex?f0RHY&@-;w^$6Cw+V(N{ zp4m_^YTs8g0Xv;uoSDJ&R~ag8X&oL$MdVz$>Yy+N=E%@#&$m)00Dn7sK81?)mb0RB zQ!E;Wo!HrF!kac9rU#0qope!Q3!KswQV@?Bz7-@=mBdGjt25UisWj4y>{AZ85G{ft zlAm}Vj)uM!Pwfp$gcj#b~<>B5TR&?tDFO{hOCD5pp#>|RbC zcZ6JXamu5MV>&C-B|~tfJI1NI8>ZU})u#@X4o+y_Ld1eD*8d>6*kWvPW3tjLCxssw ziG3j>sS#5xdQL(n{uaiW+5tvHx8Jm~;#p!6^+K&#eLxEv75s52H;(scr?aO@X0o*^ zO(UKBQQ|a9tZRi+4;Ctjbf}WV?3iuDwVM9Ad&xP;j)G%+JT_O)K!gU+4LPT?NgqTr z6f5P~&w>S(BY6X_UcM~BB4#O_x%G%~lE^=iLeLsf!LYwFU>3A0p`rr_?K9e+HM&MMU(^ zmx109h<|=Uk|fmkUqAdshmrALUtYWQ?~lA4>+R?3ky79^tzyu2JfQkqFWG1q~sbr?jHtOxZ?(gLjK zao@F4(~$+V!Aw=XvEt2NgIQyz9C{LIs7Zxodn;qGC}<5jXgUj)`?3@!TwL&!1APkqEjem&QV7q&`5b`s%H2^#A) zg|+!J&0VMWy{)i)gGi1IHq#V?L^iy=z*O}#I`mfW)uy(0UOsDsS?c?s|DCKCPi49u z&`9gm1m?^*tAoTS?pc1YhV^Kf=E8Hi_p8edCG0NUof~&86peF0OBoSAKgUOwdtPNJ zpJkMopz3*!A8zd*Zq0G|SL6c~Qk!Fz-??!$%3YR#E(%I&>kfbZ(r@NOev=yzggZ?d zSmBEn`4}SpIw+YAN81M4alI=JE-4lY$wGQS0&-!9^(dsoneo0-&+9E4KvOp#D_U3n zYI;xL5qJM#_VZiocWBtMlW0^CeB+4+b-| ztq2&$s@#XyvsbZH(z^xmWaemRsp{rUmX8#?My+2N8tHCYKVF^keCI0_5lKRnZ`e^3 zH**xv=Nz2lAS;tbHtM&Ot#yVjeT$J{KE9$eL1^^=D=3E3oyD-_!&iR8H9_^FiUv51 ztjIT;G|<)$Z93BZ;@sWrMrd61=^ln-oRIx-0p-t@5(ZHnOc@yx@#iuk*pl9f5Abqm zAR)t7zs14G*c(>veNEcy?GdXHGqb{{H0mIR&tI-%9n)m1mnI9ljYg1* zy-7}kwf>G>@POHsdWn;$4C{wTL`4?MJ-FJH}$L?Sd;_!0^R}*9{`miG;kCyF~L$aMl0%RWKQjd7Cf}$kL8*Dz*51I{T7FM4>`*C|* z(yafq=VWBpB#xH|^GfRnVgFO|R%E(pHdrCO@7mhFnodXr#p*pi9l-1=VK2-`RgClH%GQKk;QD|5K_`{!q_@%Jr0d8Xsu3nHT}7=g0b z_`NhR;dxC~m4(F9>zelMK8PV6)p+w!c8~829Uy?99 zg-785_pPQlTfDaDbh7fK;8w&NW0ui?mgMLLl^iXDi}zIb)Yg@K8w9Rs!j>-;7w4ne zM!3av(YhZMtgp{@s8x6z9fd4STGlMV!Tah!#=7w?*Hywp8_f*|%aay^yM{sfw9(8# z1go47%`!4Q*|7-|+yJ%b*s4u5$E(m#xK|$wr>YiC6{BuljgjzCr3`+@CxK#R-QLAe z**4{@Q_kdtWQ_`)gdUHzM{ln;X;l8L4$a%GvuiSY>AazKWEbnz6`Im=XyQ#BbmOl2 zVkmu9zCq1BR)CL+$s+ssBJD8t-JvG=Pp^}!+_RLHIF!Fxy6>sLJEL>TK~Jv|y!-HE zeuGiE-?CBuE$h`ngJagkC9b$786Fz<+=9&qXRiQn_^W0A4Hf6(|5KvfFl)`|Tm^8`v~QNNNIf?!zVz(wxwg!?Y`GZ4 zV|acxO4*3-s;iGFp@;_->EHVs6RT8$PTh-~ucvie4rjvyo|FSd@PqOq>;hp77}H`$ zveh0X-<@Uxf@Lp<43%oHj#%!#_q5_Pg1S&<$ODMUkXOQ)O>syp<2M^LAFKAPhA1`p zbLjigtBQgL$)=!Hgj2F8Cg#DConhag$UOK>PXha32ac9k>Dm;U`DGNQW>nzQAVpv|DU145t-GzgjW`VPa*y*rOg@ z!2H9O^zn?UdYO4CQbBas7&j1h*x0>@;pBwe<%QFrT7kL22|m>?B+3A1a-@~bP|i4i zHD2JATdiCFsOta;f7%2OLRtFKyPD06yjCG?w1n)w5Yo(&z%SJbiTt8D|6HOoR?wcV zWU0gYCq=yIjF*J~7tM6?LV!<2?kD>gsbBqzM}kS&*Fm=!{36X>s7YAYS&xJoSpq-! z`}u6IGDgxn;@5$Z4Ss*Fm$jWv(A2WbYd8!#iuqw+gqZ&gAH-+QdnTjpNn-A%OuFOW zUzP@Up&|jyZmCOsqRe2^n{W^cg|4s@4+%yd-(NO1)<>j1USBJ{c1F zj*Juc^eXzU)NDj=^BbC$X0tIvZgA#4PyKy}o#HFC6+uD-uAF=*eGaF!C?R2)h=|qS zVa9pRO*R(`>jsS=nb*mlK>6LyVvo={d2EmpR$2*9KNct%WQMflER@5lF zJkZ*S)YGoP&sVA}R}z^ZvXR5P z9OxrPj21~}h5DxO$HU(WJWrJ#Wt;WEg2ya}M3)V1akqv*uH3f5ALLIqWTy2xljCXXi2Q zLlQA{-NnDA23CELRhE>~W9Tt4_F}ES$Z}b<&w(uez-T*1{N>XHDo9^$DB|wN1(UHa(z*>{jmZw_ z40turk4sNRYaa%P$XR?6bUH$#dTqvT1u^jXoUX}blj+jv9~Tsatb6&%p#Ty42HYN zU}=|({pb&f^zPAEdW%cR7-o_(tUZs9#z*YV7o!AwZr$#!AY!Y+T^}qo6DTLa5l(v0 zS)L&7IeFiH;|sq$YsI-eR7=Gy#jdY6a&W9SEkW9x?m`xnOI_F~j?Q$BdQK9u+~UY+osZc1U}@?S zKXAZbf2EPyYxBdF)E2?ic|Eq(5*?kfHif~mU$k>4DxXzPFQ~h^9b&ac%A1i}eduRd z4}2aCf}ucsr=~PP-!mjz9@BRo@A?q0inXZC({kj&u!)R8Tww;ySw?}JA@O?$8x0_c zH-DXz!izf=WGCvX&hHJLdL(aNMwOTfzkhKWNvZ!Qdh-uZ!TbOJmoc4cPhWx?`E5gxizwS+hw{I1%z z(x0`Id{m9#=~k>>y8KZVD|)Z1eUN{h7#vtqa@$6EDl`!;r?`ZD8Z6Ru9jkE8N7jkP z-Uo?ND3ah8n0)KhG#}ev-*4lrehsWdKlW?Fr&>yyX0KiN|&ntFtyT>IpWh%l!IO z0Q#XT^otj6c0Y%7lPd_H;(kAv^Q@p3Id972WT4D(bH*Yzlsy=A^zCkJE^r?`t3L25 zs+aGtGvO)WSis^LGvT*~zbf5N2G3zNK zF$y5nU%2<)`s_Wm@Hzy-qNLS>wOk};gBGiuvdf2$h(YLF%Yvn{Vn5nH-5dM)Drf5z zRRj%}4ot(bfZqE;?%G3ro=s-@=l#Eax*xTYBK1c31iluexlmYvh-lf*#`ZXr;z74K zW}QbYbhBpxG`RnK(q{;2AFsOBi#Osgf3DeG5oUvm)-Sl;n9_`zJ^A>1#ULk+K_xy9 zascm@@zR~in6}GnLPqL9)N@!VxZb{kbh z&r#7`DDiL~v3}8#WSHpYPb`0HUo4r_NGV`R5{CF}mAiA#Vce<93W$~Y$o7K6$-YI# z)Mwo|$#<(Gg&q{yv|?_)+S)&Cqv@V155vIK*8gCI4wK37-XA6+X6Bm-wtH0W#7YCi5pvM8FL9%AwTS*oq7 z47(6LujbM3z3%_bSE>=k28g1D4j)-6Vp;?#P`XzveZ?&iB4uDK@fa`Jf{T+zveW3y z*YuZ^EEH%3yGh_RJg2-Y&C;i@GF}vZN{*TSwFE&kcovt@Q<;&GjfRM*@o_FTmII@; zMP1hW(rNW<`K{=N(jmvc)Il-)ZVk#+U`?E)H&%*t$Vcc3zBM)2i5)cQJ}yYj zW&PP#>Z$H*dgUwymKJ5J5k*qtbx8v49pu79gv7jFRO@Y7P7$lE1rmUi;(KO;quQR| zqfCpR(H^K5+0t{_ukdZ!)r`f1&bIR9_P)@$!&?7{nqL)p_1v*?)|kGZOohi>le`01 zQps+tdy36^<90^ndR`qPgcSf+Z$Fr@Qrh?p#j}u-}9WG~UrD>DDe6 zG~1`TxZ_wb>t_@`bPT@NaYwXoa*3u718{-!?zs|~Fy8F1_YeOSk@{!^EL&^SDG&Lb znh92W@>NX7LfrIuUUJ)PhGg@bbb_>)hk?pgc5(Yd7ua-2&V#9^0@7OC`J%8UL$r4`&5_-j7Pax%l$$-(%B|*Ed4Y8UA#BK0~u2_ zo-=XUF0fsPeSYs?pS$(x2!*HV&~r~xNEl?|BpL9If%)fx7k0EIk^&f! zdgsJLJ)2Y}xyhX+&R-xM3@^0BSPc9e7=+g(c{~!B$`8`ff(P}Fiu9LXlsj#G$bUOx z3vnYQG@nF?SHw#ELS*1)Vv5 z-hMXxnoY6O7SRbTA+{L))$=hXY8XNiQWCS}z5RkqL?uVn3`WHi4`d7>HOFJRm3FwaTE&v-my+e#lX4v z%_i%TFt%znwjO?M)fz;_z#BfgPFBEvsc=C!?ax*c!1V7NOt(-c!`)jID99Mf9;x-g zFsMi)U^dnufWC7x*%%Hx`dUUY^FvH+P4l7b$_DL-2l2Da+koZq_gsr!;aUWLPlm!8 z%dJAcq(+iD%e%slhqARD=i>M!3B+7>o5OYru(4_k@W}2QkAzb2ULTG4oUktZc6ZAV z*wk&7x|qZsP)S>;6@g?BK&n{tSKn6W4b}a(v0$0W2qWiyVJXi#pN}Y+D<`;q<4yrG zIxo*xuFteo{NX*Ktq$ES46n!nl*9R5s3ISKHm@Yh#dhk*l ze?K1`_NwOs6aS_qb7c%N32kvUjyV7OrXAgL5YY#1Wu1Z z3Zpf(Jy<*O_5%sgSdmq+-tYHgC0oRdjKNVF^j=fP=VvDtn^o@o_M?1QK_tX}4WJU4 zyE&Z?2kFo+ZdAHT(=$%H`ZWNjTyG!A2a@k{soK4pzstxaChXhdl}{*#*~o=;PVuCS zf8aQxe!$)w3DlC=^3qRw3xm4I&1@~63Sb5em<H=0rC*1~t>6AF{fK-fvH^IFBPtQg&s14K?>*4wu&#C_6Y93SOF_w)(nj!Z&uM>j=vuDA~MK7(USD`s`iY< z;gWm&{$})Xbb+|A+~S%Dm5^gnoe zOhm5(8nuR{vO&Qbh{xI0(V5qH!zf%M+-)!PEX#MHv}+k(Di zvLhfx%|D)$MEOAMCnI1p`+ftx#rnD1e31!{Tw2WS+ri61j5%K;LRAJ2XBU)_h=48o z;NL|ddWnC3^?y_z`Y-&6gpsjo&qs=(@?VrJ?e*B2>&e&wQbu8@oM!@@1)a^req}J< zWsmYTfZ49>SJnXj)Wns+j7^KCoRyy)!STcC1x9Xo2A{vuUf3`FJsrqa8hYaYjbgiF zYAVvIi8A|J4iDaC-K#MblF*v)cc6H@Ppr1Cg?!8q<~{scysOsACC^$w5qa>XF$DN~ z+oYk{P_tv3M6RH2uMd~@c^p5nP!82WWNQ|S zi3DtB>NjGOk(^e;^bLX0{`6%Z2a};HpF|#lUBv-Oe!Tm=RiYy7s6&z7F6WN zB8_bJKHYP;I2Sb=F9{mu^Lv@0RS(NaO$02*e^t4kj1)qF{*eqHw)+ZbYDLyFlJUHb z*h2UgmyLyt^VeWK!j>Oj;%5JH9_d}Zl<>(uo&F@OA? zX75QlGJNU0Kquzg;Bed+-_s2GIbd4yfETRCu1DKn;Wui{<}`nXhB-4!5MPU+QdRyO zotRm{)@Hau`nqTUDd zKrIuqnqGz-;1mFrx-Fy6$;H`q1*!IHv2CA`qqn!20 z%HQ}KVt8F&K>iELHfdyLoIdewkfo$t3{v{0FanMKNFn44%8PV_&ab7rl;BT0XnBWq z<<{GlUIULuC@L%zUzZuMgUTIwv*quZoy`*qXUlWWkG_mz)QmS4kG(yV{^hc0^~UmI z?gFo;(4;};0`Gvilpl*;s`0Y^)&0}n%=LKw2kqcOH&qoBh7Nw=(~1v6%T8w5c>D{D zO*f+j{1|4u#k!~;N5+eCc}=#X=;psUk5P+zjQ{Sr zii+`dFqT=nLN&;P-=hv~tZ;Jb<7)JfnH;k`Z?zI}4svVo zX5FcXQ{ZOO7Pe{U0hbulCM!~aVO5c7Xh95B&pxUZZWQ9=emiXK82_Y+%u}R5HRNN~ z+O(IC2M0=zBhc^F?p&qknZCg}De^Gh&FFDBbyv|cjBU$;3Xy4Fl(#Vc7cXvN!Y!Cd zq>Y&2#X$72T_HqSdqM=bMT0&uPYm&cBAz-1ueJnIZsKKH~bxdouXEr{c9~j8>_}Td( z_PCn(Po$+m`W7cWp)OG%x+wry*cF!qLwW+EAxLU3V6RdKcZrL5R13pvG; z&uU?xpyDQqBtx(8FIHoo_TgG6ryAb1%7G>v)eiXAbOck4au%^V#kWexiWX2>G#;u# z%_^s^59cgQB=SK2wR3|l?|DDax4sXbL0Jiw28Gu2no*pGb|ZNPlUm3K3)L$%DC#pY2a}*ZOl^`kA6OZ1I6JmCf}lJIjtB}P zR)6jf{A$FbD^N$^cR$9_4t&xidyD)W(!gBEY>;X-_KI03Z#yA`6Qss73h~OKXSNY& z=2^vmxS5;_Fok^3_AvC`{@YSu2m{P^qnYKgmr+r5j<$)c@=4iMMnNK5AIMNCT8+^b z(Xdc<(?M7QTSI!aW$SiI^jltBBpVT>%7Z{|oWDR>7=3DGz`!z{FtR?rt+nETBzaP z{A8tTk;BA&E5+A^rqL5%{=pR~G&%mRTdJ*F=GTudy7>ft9kEG|G9IWV_L ziFO+y;V3(d1*&wm7tpG;2)}d$S?-r-OMVM4Wm+=w+9czPEGDibf<5Kc548@K-*DQF zOb@2%ABGslpLa=;cp_mek#RJH|0cg%Nlq|KThU_omPWS-Rv$$+ws57&>((_qIXCBr z;+7->6t^tucOH#xQIOTYAs~8Zy?(RlsP)y)GIBQk$KJO2#Pv?RZb0bF-)y`FK@&y^ z+ZMOE^%7q4?8`v7u_jdRb`)G_**6G7dd;Db;HVO(ka)lCwme0$UjsFgwuS@&f{sB? zjoZJeSj6=pp$+CdmpxNx;{6$N9V=*;2%kzXmMju+WjjnK@!y2YaP9RJg#kS_eJw|T zFWiL7+Daz#|033%q|PRnr$r_`r{Za}1p{Egp^<=d6>8h5kioJSx!!GrL`|wZDYcOv=~BHLrjr zq76JBI(rs3SYe5a*l3ylKAc}W2)Mofomyxn*$~Z7!oAhE$X2)Kf_AitbCsQBq9 zQ#NSl@(h{@+O8Z9&X#rlG|((>@NfbFLm?=kUh(Z|BssQs>0Njsz*7^%K$w2z0eR8B zft&m66-Wf~9yp=s&C_VCm#Y3sI->j1P`Pgx7Bv*7_V)j@e7~FD&E%q=6Az3o9e`tq zExnNiDzcT#8Sw=%vV+aBxw$``*Ip;(_c!$Io`Oy0$u*MtY*0DuXKsA>z%bd(2rjlN zc>hu4nu305e_0r>$JzM(){I!%{^`SkatlYRWo<(OS*1 zB3XJDFD}C9#{ArZ)v{q`TkAM$j+HC3c&geMj9Q-xej${#PrxwG(9+7`tYGpp$$KLB z^*@f9y(z^3dru1Ix%RkA{w-uh=)#>c;QT|x&Jpl*xK(KOBK)My~-h+Ygc+>~dOH5{?29sB{t!Ht(YiO0)N@1{JUV z0IZKXz~%>Zn_!a^2Km1~3H*OKd4M2K;IWS=>|Fi|ES+X+uEoxcqCvN0oFU$%GuDG zuu+zckG-4bnTUqO6Z@k9=?1yS^>(Oa?`@Z_nL;l1Zm6Tvz5Rb@lj&|B#Ya0w#ZY^K z8{IzO9Rp6s95AO;`0{|D8hd$oQ_;6A?v3#^Tiq7y6=O#a9yYR42cFD|+$ zeB{A7Uq0a8gyEMI7N-%R1B?>~May(3mv;Q`yIPwkOmt zd~a>Z7z{zz(+@vTl>QCUKvYqFm)`3*th#q(q0rwyHFo%K>CpVQWR78Cl!RA z5NOnG`;DuTQz2JW5cU&4ezM;48v*;j*96TYX!Kr!LD1foj#eHp!B-GOC1Ai+q?5WK zrj-Us69~HSEz7(Q>mkUFfs?rsh<*d_PNa|?xq$A>X&TuL%nD9`Mnag(9fz?~Cw0WM zRl4rxm@fE|o74x+FbWx_GK>MVFZFy{8B`&tCB*Rf2klPy9 zx_@LbI)NIRC_0Y223>qN*iw{Pyo>OQb!A_3pSvKg1~@nC(L4DBEBaKKTkcGqr{J?~ zhcQ2sH79@)F#DuH3On_`XuT32uhenKtp+axKoy@xRzxBFqNHQ)q- z>4^#(*8nzhjeny_lUrMgsA%`Uf@uY%*%I@nd8~QgR9<(IX8%;(;rdLJV4-uRQ-yEk zOdYJ(c^diG9tap~y(I$aN?gFE0zj)Jla77?#fs^h!!=m#`@Ve%w}m`i#R7s(YodbQ zZXr+WVmrc5_C{7WpoI9qEc=|Ns%J_}8rSAQM^;IhZIY`N-+g0HoMwb(Z0~0K{oHNP z3va~OEde0(Y)!rA_SVs#6GbLet|IF_cOGaltinm{KK+OJM#aca5A)3?C*v|@arg4g zQglTR_l->-RcU>`bE|6UVLknp_JrTRHC%_sea?{;zy;s)_UDJ18a3>&DI6vvEh8Q|u*;Os%DpU@TjKyZ$-ME>~wRFslIE zScY?fIKoWU_Gw9i1?0Z#pLalNBc}DVw{@|i9~6!(q`5FQHnLZww@B-LjQ$8Jx9Y^Z zCB)3Bn1pxZ6!Sm%_cPg(K}S9$wbX2}4vT=vl7w;nV6$e5EPI!x#LTotimSrDbei-x zHdK7*TOseQ!`h{u#S@RrgcX}cUTi?2nbqtag2|AGUJhCcH`skDhqDgHmC`C z3u(*2oDL}ot+zpEQ*%YY1ZCbXNZAvTK+q*pLbjA9kSH*mK;=XXhH<(dbm=u2V6qx} zv=KX|P3H@LffJyMx`(jC2ECOWya52l=YUA_I(+A2^=&8&l=qZLhw7#50MK=dH$%>A z{r3!^z42Zr31`S0nAi|Y-aK2hda5Qj->M~y1t+w_M{%uTb{5SDiES+1^v^T zF%+!2@tCE}SKn9d`wDd6DlbL|G;&4cTnpI9co9DLsp>ldvcA|!AlCG6Ak8yh+bu(C*FHcWW^1`d87HDUH!5 zn+NLXQs;yuDL3$D*c7ZAxCKv=l?9nV`Fqj!akXdrEYC$=?X z>wp(NJ^nSLFtqD-Y3Zvyv$0su)3c0P4|xznaauU$R%ASs%`Qjj1~&NV{WLgxb;x&i z75pqc)f_0)>RVztl%^qe%Y8;>DBIqYdc9M^QV9)bKI?#XK&wTn=xw)VxvhUatr?NG z1$S`S$K)bcL$NQL^=~)dgoga`r!ScR-F&*de;h$7>dk0m^T!B!Lsifo?F#=3HPa7@ zIc!zFBDj`J^oz(iP;>YXJ4( zxN&8m{~#Bv+s>3*6)$#aSQx`dmXrlJ(99~!eQ7MG$A0YADdEUz7EWbZle)JPXE?Bn zH+{}+D`(IHCA7%uK3P~zAi|T}t;?64-1%VkLY7dmT7B^WH0@{HnZ{oJW_qEVj@Olie4UZ=F z3)2YOPCM_6M_Bw^|Gn>IPCClg5@ih`Y=v}4iWDTiS(8Y7w;nI6dwjp>fVR}7DNw=k zlG>lW4|LKT(1dP-3<$+G1L*`qi>tLRo2+w2=~e>cUs1D)b|B+hMpK|UlkT3_Sn#p$ zt0=frmjujTua1SZ_zcs0so6X{M2-cGZN3&Nsz))9u8DKgkm{-)8%}7m`J_pdivM4D>;1Bx#Nln z`ktAbJ$(!o`d}79WTL~$PSKk7F=%h#u-)48vmHm=Sh>8IZYe2us^8Knn4r}K!*_VM z+j(_}Lszj1f~|&o!v&^!siYVw<@XPXPL&$?eRG@2V;(jpu(ifF>?+DWC9kjZlstMB z$H9tzJPA>Xu*km|1}0q6jBGtW47N5g+OO@_!mECesNA6Kf1>AGubOPx77^BLam4oJG8L78wE`9B*{Z>`Xyxi&?x(a0?g#dBFXyvr4bfx*P3C3 zy}F!vp0VsAdy6~A!O?VidcZY6S^*>8L?$36fb)}HC-s`XG<}I8lx-fU1$UJqTM{(V zN7?m*p$+2~wqLCFUVRK3Rna$=RMXJJ_x(@@YHt`sP1lBR%T__%y4flqL8|c9cIy{r zgOr7Lk7SI;i{7}okdU3U{%P)C1PhQrMLy!a&Z~6v`eV*Bath8ggJl{icw=2DJ~jQw zajsXR@BJ;Jz%qGyxb2J0&s)yx&z|g|Rq5ABt>ct3TQWZi_C#BDT)J59H%3rJJ<1dl z2WsP4e$oJ=ZrQ@=5f=Iymai?Vd9$uc7Oky+vK!h>Z^G@@;QrX;gnoj7-d z_1cZl&u*X2mzQJ3vb0evp9QYJ=0?k^O2RUwvR#Jqq1dV`PIvFp#vSuyDBMIG4SivQ zMnGEb9Sx=>}anOPAf`M^pLQX`NpT((_Dtuzqw%VA;q-l8JmEMC02YI?!~W*JKRq0sm)hP- zSyDYHYA<`*IxkF$2AcLsoJHSV$B{1TTcnm$YH%C)Ez$*G6!tecpJIllL5x7RlNZer zQnUaG{L`!?O>*xh+5!niQ1wiFFZte(>ci=&mila7PLWxh=jE0+t3F^eGFpa{(Niq- zXgQ~iwgH`Qy?Dnv%+U$7Dlb}8>Lli{*`}j0H^IVRzV0eypoim-t|nXD5QtxvmL7bw ze6HJ+9PZcJ5$yg{w21CvAAvt;s2gNnOKPaRq2>cbof0C~TF7mAGhe(kVHHp;d|gyg zF~rR8wKs5kCg^;{JbGQonN&NG}bea`B|U|akmV{ zNG|0Bs^@BsIXgEWZJzl);tF}N=(iRk(UJMtM*b7&k$|SU?n+9yrC8JS$IwOOoUR6KiK z=KAim0@L+Xu3mvTQ-*ic#4?hU7h-m3xlwd9jK2ZF;R zkG2(U)?-&VQa&|}Do>YNcfxpi0<}hZqb$By`f%GEYZ(?;IlNX)w&**f00 zpBkUg+_-zZORvyb{`Gb4TI$s$ex zHs<|NXe3R5=VzrfhTHmCu1%I-R5|`kHWNKQLYOyZH2Ul=7f{e%!>RrdTB??UkUdc>(IluBEFef$LxmCI1ugI5xk z-ce^(hT`8<4d|~qF6f5`KdcwybO&DLL<7}<;;9;^{z*@fs}SM4Z*2MO*CM5?D`I>* z4fAKdnd=YOSH@-+tEWfP5r?_M?2)f#z38cNHcdTu@AQ10PJ%SaaR!UW?zH&i%z`oh zgDj&7l>4Q&?7lR3=Y+qbYaVX9K+EXu8I4!;i={IV=h?R+C%Xbp#}`l!h?Xf$$> zxXjiW0pG{8_4zR0#?~*yH*+s(!+<}`@uV^(u#I2yYb|&^^>&E_8j~@x3RhZA*4C&> zez@MW^?ph*3epmyyanA6=1eqJ({FQ|P!&R(e*Ua@v07r4*DXS_8SNI?)welj5`X-l zy`8wXyY9Hc%sssQ4m*>ZlIq)KK_2(*exJuLN5oqZXZu!{dV0C~!CMCJ-V)Lq-^Ba( z*<`u73k5D#lCpM*3w}QjH6CtLw0M(zQ+v)zZX6oME^>c52}3^r8mW9U$zF4dc8ZD< zy`W(N>s;-~yj3#m?~^LI>LDKBNnX0IvB?=hy`H2N*OXtoG72kU3 z8DSr|$1BR&Lek?^d-gU$Df-0^u&PF4ctfdj7Cgn&(x74_V$(Y=v4sZ6>Ad>5k}vW-DB{VD8(UIme{Hb~v^+TQ&{ai07DP9DR%oif})%bx<4uf;9y8Y_pi z&{=0tBv8a?SQyi{!1jpyvJN9%eP*<~sIhK8kztdT)5c-Iiq8Zt?@ zVpm@lwr;QbcWPz8IaVq+8~PR**Ax>{9+9Y;?pA6eBkQn8))vxW38;&|A~wc-I@`v=yf;%QF!FOsr%eXxy0c&w?N=+NDq!b}lgsbsx{Ql--(iiQgnbMTo%Z8x zoW5hEgf0uj&o^$r+cmKs7iTQ9P7&l8pWunlV=_(8N%*2r%kMIu)AUFMaeVWA=QluE zu8h~oNXt2gE{VI?Qcw&%ka@~Bn?jFarH!=v*x;7M5horczaaHGRs3J@xfr8cLdw`L zzOxq}1b8G$w9`Hw!ySekUixw9jgHg?sKBTk~l z&{02h9B?z+_IAlkPg*+K4gTSM^oy?yq2 ze`MoA1&ep|0#fN^dC-0c*|KhlwPo-=ixDVEnQIhCG>bk}gps((B=qlh`j#LseK3xk zCg?~K35sPZ9e5_N1iNvkLWv*M@=E^LE1sC1O2A9shf+JSkAoKjgh;X&!eWED(HHDrJ&e~9Sm`c zC|3{qGrPzVswnNU$gILW_9^qpj@`93y;s*jA?3448KQZ%n<3awzrI@@;QYD$6I_YBEQpo zY#E+bwYn}OQg+68#v-a3wGzIt-;)y>vy@g@;ndBkA9fs0$%Hd=v!gTM(Kohk#N8d~ z?Mh7ZP+XL+F*Drx(!`BsuC!`&WyOvGEL&xywFcQ(wqcWrj@$r)7@s@orNIwHZ9LN~ z*74;Y0~x-E9@A0p0Vw?k43(P05r>#ZQ!jaDwOJ`L=7X7Y`rdD`Q~E>g3^1;%EsL^d z>7!XlL8+ny!yR&Ir?RadDMrOAX?#u|#MFn^zQfZ-lJlSP{~a!sq@?qxjBw}^bm4Ea zh_e=*OJuCiDQcx>Cq`U!KsDGPHh`C%<-30KkhaZ(8q1R$jfze9WAxRmTM+}fe4SWv zIk*koAObSwN+!0E>|34}8Kj&__zfsL@RS=t+s3g#<-H?-oduJ4LZp#seC0VtIi z)mR=)&=PZe=rKny>FovvkSfD}!tvX7oWQ8De2HW0`OWhV!&jHBDvAz=YaWt_3G6?4 ztNP?RouGbkRb(J37dMX~5fAMA&+eFQcr3%H4`XP{c@uuU$?<4QKCmQM0zInE=cP(k z3Q@f|uLIwfw+i)ZDP_pLZJ>T^{5GT|GW%VN>t4HtG)k<_O%VGtNKf5nFR*L4HK7Mt zm(jH>y#KjZ8ufl)O-zk@i)os&hS4R7HwMN)|B32+?v`D~YmHDT&iHf2wk8h=AkBxK z?Ph`F=APOtP_sH&K;#_p)&jQE+7cn54X&#=JZ=s@C3R&m&Ecj+AATM5F${V={Uq9R zUl2)w0pYhJ+1wafAU2(m4)StQlC9!i)-sq&NeYF<$H|q$ZCAMhu^HN&Y@5x-4L*!0 zD*P($vz+_R_3Wq^@?FD;P9_%X4+@#ob9JNZtmRL9reAPw-(2ma7DY-=mT9*@>&_NI3Ny9@~?ae_ou)>>$#%1 zNp77i8uc}}{`uS#8&_?yVRfij;_ML*IP+(cAL5M{?IcQX*=n^>C%WqfA*lC;;=0i^AF9)cW2gpvShe!f9J+$ItQ^#*)9?aJ2$c3m}Rp;|E}40uE3jwt|zi#Wu4HH%2U5;AkUGP zVLk{Jlq`$cZ^MPdr=?k$ir%v;oM;L!Ux}@UniXSvpE6(Up^X!|6vx~x(yDhZuB)z7BIrdb!LpKbh0V1)6fD57)C%NU4$e7(L0MLOMYm2vouW^%c9lg-!Y2o*>Mwkyw`lAW4K2s zt!Kh@Nlzu6p2+EE`7-)ko5<{E4UOuIQxAA%TG2Nbg53Bf{=}zNg>B;A(nJh~*3BpT zvfyIT&`KSzC3NAX5C5X9^tR9%k7@2VyD)}A>Pv>~APkU;g4|-oG zQ`p#SucJgc3=^dXUopuJ)*Fbqxv)=vrUH*oi>w$%(2A8iS0I>vld z-4Q6fFK!!$m0oFH#qYj@UB~QF+x@qX5in4{M6alJt-W}Dnj#6$Y$$#Q8(fKe`SI*c z_w>h4(3CUS7S0`uCc1Njv6l2|J(d({=u9;#leqZAt9y@U8)MT4!&=U}EZv=rzaJ%-wtE2;8N@5r zn0+`*>0{YRlj;@5Hig0ypicPX&biIOwnxr3JadVdH{x@n#px&7i8eQCeS2{Vzcq!7 zBShDuHPUCQS10#ugZiMTbDtLy8QTtF4K^mINt-j3qV(~xCWfq{{o^3#*LD)bb9jX_uOMm>EFir{Xyo9A76-y3wseSR3_B_ z($$~s;jU@AWB-Bnr2B1D+rIhafS#|fsIc>%B(A<{z0%iVv}fD&UUN8?Jr{@WMZ#p&DM$F^&wq+_>hFM@Kk)hl1D z|K7UY{zInzmIn4Nq9RCV7Fk`i-g{M4)MY6gpO}1GgmLyQ+MINuYV&i^4L=A%B;Tr>~=OeXM2;jdX%W;&eEnh z(g;^i7Lb^BFy0gYx&kl+wpFk{AUV1`JQrk^nliP#BL69uR3HBTGlQf8A-a*`EcZn~ zJNv`ir8+!k+It>bN8Q{1`}F(WpvYPrEjE|~u&13DsmJ>*E;c)wSb)Xf#{fal`R!}J zT)=O=K3uaqrEV(J1KL_bG)qAuOZ+xiB%i&w@t?ek3kJ+2VtZmF-kX!Qz?5ARmwEqh zze2NIeJSB49rc1L_m3$n6&(E_B4>)=RRp;QQf>=8 zvLJPh;Gd7U#+uT|?+ZrM-+{(uDx6rkO08=Ou(>ushpPYdsTB~|Re)`XF`h$$O)=0B z_^r-zT>hiLMIC(jl+Zk$0ii;J>VC2~y=LRnOnsBsWAPind*uM&jRbJaI3Z|*`YJZL zOf5Ejyw9l85y{&jL4b&A< z@18gVH{AS%#|-O=G5YRY5@rH`Q-I0wJg8)8Hb%wh^IexjVUVALa{`j)YG<6Es7gat z8E{&MRftxDC2s|sRaV4bIN}(t>(%qqV!qXpwc`#tj)k3Sug|kr^GiEH0gOHe${iIW zwPSp8xI}-(U0Gw1FKn;+vo?KSkAK^h?oFq>Yzq)?&d1UKNkLeH|1E1P15g+y-gYdi z>JX@+i~QrWjEI0t_g-n`@9d3(0zjCa0%<35G+!xL|996sA>1{Q$h!bT+8R45TeEEl z#ECQG9Tqnw-hOKYU{B|15QHE^kSqXI)nJ=Zw1VrOFD%I*f4LkawjgOIi~YUL?d|TK z0?DuQB@cGEYpb}jAYpO4SK4&(3S`3n1kjyHaOZ9UF{JY`9Xs|Mc>TSGw_)9Z)b_>$$D(Z{KxSEw3|6f2y=TUxgtQ3bat3VHCXOc`r!dB zVX6uLZl=+HOvDuB*xw4PRSa41c}-Koxw+0cw@AqF0IWJs>2Yt|UJOq6dj-KnadCnP zngo+soR&%hN+mKb5J!k1lwR$AR#Bu8Rq45|U(eQ~3fpBSYTjxGCWiAM)cQo>C-49a z=ocCOm8JCzHN*nM#a2~1fX@bpk~Q`dz)-l`?`s!v|K~kJ@J@^#rMI}+fS@ddLd$W$ zI%>;VmGmFGjKx@pc;A3Z|I43_DiB&ii~_a};QO70bO81piX1I+sM!+XOA#_%E1ZB1 zBRed*)Hs8K<1Ccag^a7^=-IX&or4^cNdo#0Lx#TZtiKUv5vBjbq$AdDE4D?;4?JGi zxE3FKjadN1x7W%5Ym?480LeeJ8~yPjP}sL+oc->bw`qk~J@x52&)(h&2@^#*^3McN zZT+>@Fn@M=zdoS;UCepsFy1{syKx5+7p1)TcJp`tI_dm7nQtavUqbj{jnf-l=bb?p z9ROnc$0~M)ZBNYz@(L{e_WkUqN-}}n_>LftE5B9bJ0y}WQJO^aI$d(E*Eh+@aEEV* z04m=h;2CPb{hM-`pZxy&n+Cn8Y={kjP0aFDbpTpXs4jBJw!ldz472g=l2aK#BF^#V zCbBlYnFnYX|ZQ+@;fO z4nwhVAixGlrKl*N4YtL|{K@IKMr^zCA7L|rLjjSS(ERNc{}sK;d(fGUva*;xzLDXc z9Yy=ZNMKVXb*orOSGEG)0ufcf&HIxR!urmHlXgnFTC*bK>wK%k$jLxv{RR;1h;Yza zV~DE+mmXv!9JQ!KOyc+1@qfuG6$8#!R~#48sP=-Jrx@4BIHSIOp|TyV|4$aIP6Pa0 zREqjIJYkWxCSEv+B;K5<5p@WAMKy_8;X95IH@ORiE7GuSD03R9Kff9wisk|T;#Jx( zC7_Et;x|~9m|%bv z|Ax(W=&v*>SVaAW&2$#3k%b7{b+!JT`@VpQ#PpKjp*Z3*Nk<+L9RFZrbfI{Z$+oq7 z?hBxe#4YnSVI-t7ZYT&Hx7uVU4g0h(aEF^`I89Zb87GX#z5}v`@c~m=O$NGxC*|Db zGgsme<%VU=Q=+$cj+=C`GwY})rY_ICq9E77+8gtaZ0k`iK@Tcd8o>h%tE z#90VfRk{CS9^*4f+!^Z(e>I%nPXNKi&((Xgn>VtFxh4QN#$%C7hCj^#w~aDxD2&7c zzCagB8*@f)?;(%Jnq3bkspmc3vPNPh?z}m8J;g}nco1OGvtFAx)Omb)|21M~n`GfzJiw2#Wv9<37w|e0aIrw9 zKxr6>y)Mno($f_SjfFC)2LhlI+^C!sJgclA`_b&zs$(8!xK14ZweIPe=TpY zxj|XHB}_V8;;)1j!GnbZJ87^)S`x;O1sqTR#AL4}>yVf?uq*+frD|-r}jKzwEs= z2>=5Dc0`Hqf^USAL~KDM_C!x^><4541)=f3jE72HRMRX?+-T zuCRf!fL2Nl{&ZOGBd%uv8b}YKmZ?ujX{+FM@vMpN2Ry)OGBa1v9_-#uRARG;Z)qb# z<-Uvg1;&02agX9|+8!!5E}$Q>XaSJVHrSPRkbja4Bavkx%$+t5wasLbS{ri`E|HMP z5|I;4$1SjA?*(U)4frG!0BMK6F}e&{cqu>;q(u0$FL3pueDgIK$GkDHUFCv)zBjaZj>GWP1- z6&_b{E~+-S-4DFx4emdKAbdxUyaLab)v5Hj|r^@m+I`loXZwr96W!pjj3kRZyv79+~N@F^yHo1wp0 zUkj#S%yfE|Z@x?T(>XW()uKc3D#cn<<@I)lx$HKBLu1DF zC9*{sRn}oGG|?JSi|^9f3ntozH72HFXhc+wP}FVJr<_)5|5cRdZppWJ+%-z*_R~hs zjulBcNO@%;yB=^BeCK!v68)}EJKlAOE5nqkHR%Y?Xwuta4<9-9%A4LvWun3l?L|Nq z7%GuG505eyu4#H;zbgUq&4jywK z)h){ZM_DG{UEvhv49;$L5x(O*Gy-bn`MKToKH$Q5PO>_s+oYs|U)l$5`v8WO_=teS zro|)MUUm;KGgv7A=+E<!XGJwstdaCj42*3;dt39Wrn6AGld{G0oZWEwl-2k`rMAMk^ zNlmy6V9S;RX36nBAu8Qru;Sy`BQW{iSnPiG8+d|By<`X%T5lKBdKQNLpXH|%E=~va zOO3376#XY?0Vja2y~r5?b*l;SIqzuxgE#ReyI7HJ<*^|t@JjMj+gJn)FNjkT;D;}2&!Of@bQZ>W09UB2b9ez#gj$Uw+$ z3m0YFsK%#YpP=u|YCyT`F?DF{8?&ofSU+9y@zK`dIo^8U=;GvA+Hv|{$y#6h^tG@K zzj-{Hy#EAPXKVtfNHr*Rr>cA_W7*{Sj1BUb@j7PaFK0hEv6X&*xw-yNh-Sz#@((~1 z%%8|Q0CE`q_NI%{MfLW$WvLkofYM$~!qX}@KrEez5QGl6&j{AcDImQyz8*FVi2j?l zQ6SyalI6Z*s=WWjbpDg{SHSo2^9m)C-z+n+l=I}l=)MrRf>DZO01(;+(v$|9@gHv+ zlmo;Cfh$%7+|U;@#}xFAz-BEKcuq2fg4GKfmi?OHc!Rrc%JrGhAF7OBBP0s`beQ9G zP^DG44Sf@p3@9d(KSmuKJ9=IauyxWGAhgO6Snm&x+gX7#k3dnaH%$lx#-Pw_$?3;{ zV)pr`gM22?y#~=LY_QDRGFwg;YNuCoHu3%j{yIDr`K_K#5$coEjO|fEH|%{F^_MOP zgp^eSlB(!gva9eI?Gr->ouHF~I}!k)Ik;X0>Po;Wl3331>rz^yX4o1w&lfZgE( zv)iBj?!kl+#3fbGP~oEgsXWm2E<#rB%~rfvPe7bru-0GNy#Vs;or|8I$v=Ub%d7@i z>vu4Vz|Nk{>5@LJzLNHhwI_Xw|Mer1$4wW+K=Qe0tM3yBT<7$AQ^VnpfsxDA<#Y+y z2Aw+IezzHfj6$_3Kx&=Q?F|&k#V+`1#xUt09{s0R8)XPZi2l@z+|vpf=?c zuzE2yyG1ZINstgEjt)OCYxFl(>@zQGMkSGX1kb&u@uht{45ke%Z9mPB9*Xml@NR9y zz;Pb;V|&?%&H1)SLf&wXB`+(t@!*c`%Y5S8WuiK&I;dzAn%BKHaoSpnlAw@)JGj|Xb*d8|yzJe##g zpzYxNhxr#HM9)sPgYbx{`7?wB)~SfHr$D&3Idc0H%^Rqr(jnDAizq!Iw z#BSGDHK(2{Y-C#hc{l$F!JKku`7(M1{BNDdN|X(ZjO-7a{FXkmC7#`brB#gS@)_Yap zg!6UOBmS_PB9LcM?D_+={-D#ZJ~ce8uzkg&eE;zF z?c0y@{3YL&tBwj;Us&JMR-T9eP>{f1wufe1tTY!46j4SzsY-<*7Cmi&}aRw|wH zYC{*xo2AN}i(ws_O+RJt*DRhwLerbtZMOYUO|L!(>rGLBjmpcGV0 zu!lw_Dzf5Si{gNV#lpSz3#su;@+16j!?a0#7Ax(V)azdsg)F$^t{9ltC$R@%*YreB zQv)px7M{jN+rQRooz9i-m=z1#KEqA7CtJKs6HOiGsPjL*4}5V7Mn}7|>YVSH@fy$a zd14u5wX2d|cv1ZtYLJtT-$9&>IvZGKZ#wh#i2MxnZ_=}#(#U3yxW@A8=mW|Ez+iHV z&%Lv*^zpsot)mZT&U5jVdiqoPfjLONY{l*MdPoM4`zVm{V`b{9!R+;nFb8Q2zaBlj0?qM4a<MpzT0jntvhj%QDdlhmvh z)g{HFv`?cMthLA&J_hD*rA96Z>c32<-J-}Xm$~<3#2QpT`XVr;%wu_I^fnIq3v(cP zXlHPVzU5~XWhmOxq=#>j{|(Rhm1d~Z4z_!M6xaSn+BQj%&*~uJ?^{@WO#Hw#JzEy%MmmB{x`Z$uNSJ&~)p3WE8b#_~~!pT$im zF~?0%ov|=-J)C(TquG#9Dkj--3{hZ!iL5HNenZB)DXwdikQSRpe#(B^viMcvQgDJO z4kX);R{JIQS7hXv6O zc?~FfWPJa!&8L(3+3^#hs-G1elAz9N+jbdFb6`>T1XC?>ac!jL z2;kys!5|SMcb$0z>dj*lExbG6VbVO>uv4h$a^cnsUu(}v{nQC@ixoQ%@NLgRq5NEo zGF7(K#YcrUmXk6US?k6QKqT-%n$>#e0jEXE*L|Op|$|55a|gIygfTvEyRII6(|d0$15o_{?(tKa-O?skEu^W%5j~~P)Yl=}D4vUu zIi6|gAp0F(6@IVvJo+CKo3sqjF%tS~W|Ww&qKu(lJPWl`(L z?0Z_)Jz~4XLw6n$8k^&@gp@>?)eh!)QF1c3y}TOSJHWOIm=ji)BS$UT?<_>>esTcZwie^ohcZ+#GB*_5!$b?iqdnU>3$v3u z(#T0T)VPW^xJGD0$xYxrKh;<1{`&vh($23u&D@GpC3jlrQ;G+XM+@!V6WNwSDzE7e zokx)0d;9x;j^n|MKK)(sj~~^nS0}Z}A(79&%i0dd7ro+sY_yp_*O%ZM-1C#15I~&< zMB|i+a3AdSJOzUecCjM~4 zr#!tyvg6R;9M|B;*>{i7-ZseQ+46{ywy$&lkkRsMqx_I$mQf)&Sn)zoHlZijZq`h) zEuCsWAUP#VO1$R{|2)&pyyY)~Iq?k;_C+0_Z7R^w{)5SopQ5^Al>uSf13QK;!N_9T z5hz9bRPy)XfIyv@q6rVJU-a%RxBUzc3o;5&avJk9V2qbMT2tT90-A$tx zO+=~2MXtH`W_hY7E#lbHL5m&zPLejt5n= zxk6+G3k#XWP7&h$7<21a?Kt?CJ6o)&S>$dng`82%*3S~kH}svE^Ay3*%b2Z(%+*2m_&LdP4Unpk5YRsOTT zXhR}6v**Y?u8!?6VO8eJa_P|_4dQkO++!BY6Rg%`Yk-gH4B%Kly&e$S>RsoAA$1Ne z$N?yILA zE(nTm3310Q8DR{|KK{fb=>`^ikF^HGbfvOQ!ipdjsuMSFH$g6ZKasUb_Qd?)fKtpY z#A-pA^eZSh?=POkNs{qJu*=DDBk%a9X%u0dR9I5&Re6AK*Xbs5u@=OPV7Go zamn5{n~r~}{E=3Ja*En(5ey)|T5#~#P=46p;MAUeT}km&JwXNBVP0A8lkl zVQgzI(Q3=6yed`xQi;va12Lx9-^^>hjN8t~|43&gmjlAH$tR6j9HjnJN8dSZ47F&KM$3?!GxL@;C_MPQSMf=M~uUw(K>> zd>7ov@%5aq+24rS(c87Ije`<6nxUU8>Kz8vM!Y%U`(fy&;5DVuSM#Z~Q@(M7aBKgK z<~y2;mx^MCDvJCfMF0PSMWU|)9YsVc+3*bX=_>IyO4o2&RqCk0kxCzGgMs1vB5@> zYuEI(#N-zyzCrz4K7l-eCtBN7v7VMzjuZsCB(T-fjh3{#JNd#Xr198F4LRsovm0Ak z=AzGOSVRBhr27Wztx%wY5Dmj*<9>G&?tGVqRkrBK!w|$FSAe+Ie}4tnu%OV%W8jH) zPOg7*;ac1O4g0yO_3vNC%U=CgpTx$;|2_hOc!b6N_h86nhu^jI$qR4^{eSqEB9cPi zW^w%ZLHDCHSQf}98a2XbVvb9Ec_``y%r<+fR@RiGDkXM1>~v!zzl_E=Tpvw3=w8aK3iVtJ7kPc=;(xf7* zS`ypj4*wPL@gf3Y#zlr&21p>3#^e1Ip6gHbTc?;p>phRr6lu&cNR8~T!MTD|QgR1K zYh9fPnF!#`Zw9`aaS-NXpwsXet;QD>$GKo#xBHcijcwp6Yw$|{`{FSWzth=4epqm0 zzr4h&skTIP*cYuh-fj; z?0KWwW|j&#Z_^)FOz}q}r}ZC1%0P%hnCYJqc4w-J%6WRS62@z%HpByiz9#)GQAO=tqbYVAYcT$1L~0Qlf9lx9zZed*j^e?F_*`rgUofUfP@qL-4IAau|ek?{hTOs?j(T$ zv?YiYTwJO$As|o_hW6E~S4j<-&if`+11$CzXA>|$gcvc>J(rsA+%%H*NE%Nx7si`SmSZ{ObpxWC84`#=;z{&IG)W{Z1GtJjqB*XstF3eV1S+_EXV7e+xyYUH z`I$`sM{{p`mP9?g?kaIjD0(dJ=24zVy-a-8@m1A{LB(htL{xtNE$Lx|4%G49@fYKF z)d1F03-;iTkY$#!gFzE@mMJQjhIHUr0Rg0qotq)O*-kC|@ANYtE*{OFRlqDX`z{Vy z)UyOk2Fr;liR5aks2UVc1dp9vc&PFMWbCf z58N(nn*(6gdO{il%T#>w+fQPomUmG0DD_Z_T93>~g!k7E#&0Y8F73O6IpX6eWpB)o zbPXP$bM}HLd+Xhl>2Vg|&U_KwU)Tv17@ zhlUfJ&pjKhW^iq%(dQb<<~}Tu@OkmibQ44m@c;A!l2QMxUWfzNndxhora$}_2PK)t zUHi)MRN%>}j3iO3{GOkz6zg-du~_0gPuLrI*Pka=oh(2ZSvC z9ROo0NaU>Kjrk~keV7nww8GWX4hH&bgLkN9fJ1bv$QrYClHeK6FKMDx-_JQJa6!l=Lml|1o!O{1>#v^PG7Kx^h}TJh<~%*0YQTX#fh za~3}}#p+*FN1|@^8x=8af@zWB!FUk13#aDf|?5f$w&al=QrAafmioE%Q%Gr!>8J+LH1ejQ;8DCk%6jnJN|s3sACQeJZr@Na!OTZjJl% zdo9?&wqo-5L#^NTn5T5hgk;zwF znfC6<(^2wqomeJcc;H6jK<0WA?e*`Td3M)&aPZX=of&wjoT)8kpI7MjhHg)$=)f^Y zVN}C$vqHiSaBzONYn-S z?i();rG6I)(KR}qIs&&Je98j6m`|3;$yqyuvQbB7PNcot$UnbC9zG})=5+*wu9Xy< ztaPp)+{76$+mn!p7!JS^`sy4-qNC37xgb3H^1dWb^rv5>)wj0JdRwOF4f>6aKp-Sm zxeWNThi&2LR(i{A%R!Nnn$Uc@nsEED~uF}=n7g(bmny&=v@EbjqI45?2zzi*O z+j}DIXOxz&(f(lbQTX2jt?{i|>$NwH%Z`XEvPl z1Kn-bivdFD*5Y%j}T z!2Hq|@W^HE#)cw%E?3Gb2fw?~Et@wQ&#;Uj7IpV12({c$n^AG-K|l?JiRP8}akt3nr2|N1cT z!2H4Mo;a(^9j&jgasb*-{Kc^)?p|jb%x0|Tm@1RaSt<+pRp=C2U#ooOygCC{;D*FG zK6%ot@=whqxXGxLMNXIQ7oP@Z5U_bpM8zf1`x}KOL_KXLM(G`<*|Js5lY%OY$1xim zQdR2LTS*RQ?``vJ^5))HU-Wc)_3D5u?*FZa1D*1_Y}B*@QUL>8z1M4a|Hb=ZrUP%A zScOo>f;8)B0Jdv3Gi13D{S@I1X^j{YsDZR*u&E*c8P%I-u#YLDVb)zecyhg=fP)Ig z8l`o5h8ZQNCn7l9M`{NAF0GiFrm3A%VgDX`18jM;+@bZdgw1uUh}O1{5P(G&yONn<~$r-N`I@@>Ml8 zuD3Ya1j{Nu0?>688{Ju|i&A^?P;1S`(kHRm_HOODq$+wSJGqsM(JarHi?N70kuK*4 zVPLU;|DyRDFf~;r?d8ws@c~*}fg=o&&gEZ#F-Xs)*qSg_5FmFiX+;L6eDsLPO#M)4 zp_a)ICDcU^8q|bKwAaH9!JMqj3OcJ{f<*DP{^iltQTxgDER<3^X;!= zxCnz^=XyNork`b30~lUp^*4`MMtU5h^OOqR)3*wJfYpN)ueIZ3BrFe0imTjD=0q`z z?0^xv?lgC?ak&8}T^5TzYX~8oC>7`+_TP(gA6%4>(TG4b66^l6X!YTUEn66at9pq* zhmQ6$EMN|4a@fI}bS$gAzWJREi)RQ^jGmvBWSwF+%url7vn~w%$nbPR;8wKZP$Y94T;*1VgTS?u8OQSQBcOI?e*~XrnqR*gV9lW_N{_$CX41EEPJdB~1>S)N zyM3>-oB!Hml4(1cQ;jEi&5FD+Qr61R?y;^QPe7V-;|8{(3yg(5j z4U_}s%N6q)h((SGY{1VfEvU#lRajWJV1`LqeG@1o>qgYko5RRLR+`8QS@l7ZZmkHP zSG=WbA}hjt@z-rXt5I~nUb#AzF2}RP>!mu!4GH{tj!t}{qVK+FU(ohSLNWs^ZXZkg zI8|`sNqD?%q%uP@kjJWVGQwC|!nHzzLt^xt=fM}zLBG+@F7i<+O6SI2#|tp~c|fKk zZr!C*VIMh72lIDO%>8@;A%~G1LREt49*dtw^s?yIFFhOWZY2^R84~(sUXprz%Xu`y zA3s_`-fs_2^7MPLzujqAnO3eK%Q~YHDtCRr)aevbW$!%a?%UPPq8$LQ`ue4`0Z6Yq zM7tG%EU~zn=e;7WFP>_~PTrqx1NDf;w;BaaLWaIC^QEhlrxsjGT3!>OXb0@DL22d% zIJ1uP1>;5~6si!|)64iQ_0aSeE?vug9{)FX6aA`avvr}K!ZUI`!rJbKG1U{YG1YRa ziMUp{Cb6k1DylG|@Vnu?3!1Q7x1!v&bEMRpJR`)pR_nKrT;iD6V0#5 zDQLvN8NrmTM|743VOtl5Z(@!}M7GQB=xAq(qrfT802+&jsLzQ*wj1o3QE=7rH4d{j z^GH$Jmjjj?bFo^9+WPQ0m5!c9eNUZ4I*3=HhtO1xR#=d%%FN64pLKr}PtTmcS@^(M zzF@0dlryH+sGKV|G+-J{a8ndT-d872x-JGO>UlM?1-LjH_aVnAlv9)V_n*xF_h|1fob*A?xt7L!iSC+aG z1%G&Owh%5SdyLOl=NWNQ%?_T#G+#)>(jQqy|#Y+=K(glBJ! z6(-t!$89>Z=K&jUth+fuH16x+>&eg3^l6Iki$92~urJwqNrfJKpm*B*8~1*T*)!E% zUy)uzd0UWqKRJ_=+zl_%t04E(bDrK0ms22V%yVzjK@F^)QWlI8tjV}YPxm94cceCy z7V;7*Y~7xO)RtlW{<2El4n5oiR#J>DK@4s>E;F}t@3bc=@PL~NN=kP*)dfxua5*9B zf`A;wa1o&~7-ZKzSJTIGiGkgZX9~g0LP&oaFfMAJp-~=zi&&Hh>9u8&RsSJ`g>>f$ zqHlVP4H9J=6S{dG69Ug}*#1hppYh~Qs!xO%y@!T!K|@8~%a9t5p9?R9iiET>*$#|^ z?Bna0>YCKHo_KM6(;mxr_V6f*8Qcat7z*yOgl6Lu<(i6^CaXL?9iT^hR8Qi@y$S(S z$6S#U5#I~zo0rq4D;S!IlqKYqel$>4VdfRlB9^`BSvgIguF<&0E_7kGPc#F__|H+2 zGyMF`f0pxWv=}mp?-wh~bYE}0i)xsxg1d=+7AhniDy|3ZhO-pu~=6GodiSiOj z;tgL1|A>9SD=$lqpRK4ZkG(b_!an)wBNO>Kjl?=CQAT)z*dldn%Uob)ad+K5$V>+P zlOK)%RIr`d(luUNI$2FYY@BjQP;+{gOk~%AbX}AFfOEE+b$?J_I`2lC&YdA29Q1#` zrDv%~ojU?1ki_-LTuQ{4v|%_{A&qYKKZLz zy+w+5?H=5>>Z^xa>ZL+kPYLo6UFO^J17as!sk6oJ;R_0VQ@%fgAamG?Dafh~*Nd}RTdxeKAlhwrFb)?F=Ys#%8UuAw_Aui5#^ zUb9Q8V3kmjuH=vY8eXb_upV{CUa9|i=Z>%m_77%my2Yz+p7%{??c=zJKNbg7O>22> z9~2~fTs}6qH?Zv6k9hjgm3zuyg$>+ah_%i9E+-S^-+~YG|Ggk~2#>OA4cp)r@;L>5 NbZ;4I79niI{sZo8y&wPp literal 0 HcmV?d00001 From e1bba9b13c114cd782956902dcee2ac61c4ca0d5 Mon Sep 17 00:00:00 2001 From: a-shdv Date: Fri, 3 Nov 2023 19:48:45 +0400 Subject: [PATCH 7/7] Update README.md --- shadaev_anton_lab_3/README.md | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/shadaev_anton_lab_3/README.md b/shadaev_anton_lab_3/README.md index b387d4c..544dae5 100644 --- a/shadaev_anton_lab_3/README.md +++ b/shadaev_anton_lab_3/README.md @@ -11,6 +11,7 @@ Чтобы запустить 2-ю часть лабораторной работы, нужно запустить скрипт `shadaev_anton_lab_3/stroke_prediction.py` ### Стек технологий +* `Python`: v. 3.11 * `Sklearn` - библиотека, которая поддерживает различные методы регрессии и классификации, включая линейную регрессию, метод k-ближайших соседей, регрессию опорных векторов, деревья принятия решений, ансамбль методов, такие как random forest и градиентный бустинг * `Pandas` - библиотека, которая позволяет работать с двумерными и многомерными таблицами, строить сводные таблицы, выделять колонки, использовать фильтры по параметрам, выполнять группировку по параметрам, запускать функции (сложение, нахождение медианы, среднего, минимального, максимального значений), объединять таблицы и многое другое ### Описание кода @@ -63,12 +64,26 @@ ### Решение Часть 1. + ![img.png](public/img/img_0.png) Часть 2. + ![img_1.png](public/img/img_1.png) ### Вывод +Часть 1. + +Исходя из выводимых результатов, можно сделать вывод, что: + +* Признак 0: Значение `0.36399999535331234` указывает на то, что признак 0 (в данном случае 'PassengerId') имеет важность 36.4%. Это означает, что признак 'PassengerId' вносит меньший вклад в прогноз, по сравнению с другими признаками. + +* Признак 1: Значение `0.5373525457492807` указывает на то, что признак 1 (в данном случае 'Pclass') имеет важность 53.7%. Это означает, что признак 'Pclass' играет более значимую роль в прогнозе, по сравнению с признаком 'PassengerId'. + +* Признак 2: Значение `0.09864745889740695` указывает на то, что признак 2 (в данном случае 'Cabin') имеет важность 9.9%. Это означает, что признак 'Cabin' вносит наименьший вклад в прогноз, по сравнению с другими признаками. + +Часть 2. + Исходя из выводимых результатов, можно сделать вывод, что: * Значения в массиве `[0.25588112 0.40781287 0.24234788 0.09395812]` соответствуют признакам `hypertension`, `heart_disease`, `ever_married` и `gender` соответственно. Значение `0.40781287` указано для `heart_disease`, что означает, что этот признак является наиболее важным для прогнозирования результата. Признак `hypertension` следует за ним с важностью `0.25588112`, `ever_married` - `0.24234788`, и `gender` - `0.09395812`. Это означает, что `heart_disease` влияет на прогноз больше всего, `hypertension` и `ever_married` влияют на прогноз в средней степени, а `gender` влияет на прогноз меньше всего.