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 diff --git a/shadaev_anton_lab_3/README.md b/shadaev_anton_lab_3/README.md new file mode 100644 index 0000000..544dae5 --- /dev/null +++ b/shadaev_anton_lab_3/README.md @@ -0,0 +1,91 @@ +# 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 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 +* `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 +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 +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. +* 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 0000000..3e2bdaa Binary files /dev/null and b/shadaev_anton_lab_3/public/img/img_0.png differ 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 0000000..26f2e26 Binary files /dev/null and b/shadaev_anton_lab_3/public/img/img_1.png differ diff --git a/shadaev_anton_lab_3/stroke_prediction.py b/shadaev_anton_lab_3/stroke_prediction.py new file mode 100644 index 0000000..0f57c38 --- /dev/null +++ b/shadaev_anton_lab_3/stroke_prediction.py @@ -0,0 +1,42 @@ +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 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. 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