diff --git a/.flake8 b/.flake8
new file mode 100644
index 0000000..79a16af
--- /dev/null
+++ b/.flake8
@@ -0,0 +1,2 @@
+[flake8]
+max-line-length = 120
\ No newline at end of file
diff --git a/.vscode/extensions.json b/.vscode/extensions.json
new file mode 100644
index 0000000..37c2cc0
--- /dev/null
+++ b/.vscode/extensions.json
@@ -0,0 +1,13 @@
+{
+ "recommendations": [
+ "ms-python.black-formatter",
+ "ms-python.flake8",
+ "ms-python.isort",
+ "ms-toolsai.jupyter",
+ "ms-toolsai.datawrangler",
+ "ms-python.python",
+ "donjayamanne.python-environment-manager",
+ // optional
+ "usernamehw.errorlens"
+ ]
+}
\ No newline at end of file
diff --git a/.vscode/launch.json b/.vscode/launch.json
new file mode 100644
index 0000000..a43b215
--- /dev/null
+++ b/.vscode/launch.json
@@ -0,0 +1,16 @@
+{
+ // Use IntelliSense to learn about possible attributes.
+ // Hover to view descriptions of existing attributes.
+ // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
+ "version": "0.2.0",
+ "configurations": [
+ {
+ "name": "mai-service",
+ "type": "debugpy",
+ "request": "launch",
+ "program": "run.py",
+ "console": "integratedTerminal",
+ "justMyCode": true
+ }
+ ]
+}
\ No newline at end of file
diff --git a/.vscode/settings.json b/.vscode/settings.json
new file mode 100644
index 0000000..06082f2
--- /dev/null
+++ b/.vscode/settings.json
@@ -0,0 +1,38 @@
+{
+ "files.autoSave": "onFocusChange",
+ "files.exclude": {
+ "**/__pycache__": true
+ },
+ "editor.detectIndentation": false,
+ "editor.formatOnType": false,
+ "editor.formatOnPaste": true,
+ "editor.formatOnSave": true,
+ "editor.tabSize": 4,
+ "editor.insertSpaces": true,
+ "editor.codeActionsOnSave": {
+ "source.organizeImports": "explicit",
+ "source.sortImports": "explicit"
+ },
+ "editor.stickyScroll.enabled": false,
+ "diffEditor.ignoreTrimWhitespace": false,
+ "debug.showVariableTypes": true,
+ "workbench.editor.highlightModifiedTabs": true,
+ "git.suggestSmartCommit": false,
+ "git.autofetch": true,
+ "git.openRepositoryInParentFolders": "always",
+ "git.confirmSync": false,
+ "errorLens.gutterIconsEnabled": true,
+ "errorLens.messageEnabled": false,
+ "[python]": {
+ "editor.defaultFormatter": "ms-python.black-formatter",
+ },
+ "python.languageServer": "Pylance",
+ "python.analysis.typeCheckingMode": "basic",
+ "python.analysis.autoImportCompletions": true,
+ "isort.args": [
+ "--profile",
+ "black"
+ ],
+ "notebook.lineNumbers": "on",
+ "notebook.output.minimalErrorRendering": true,
+}
\ No newline at end of file
diff --git a/README.md b/README.md
index 42f849f..fba5c63 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,55 @@
-# Mii_Kislitsa_Egor_Pibd_33
+## Окружение и примеры для выполнения лабораторных работ по дисциплине "Методы ИИ"
+### Python
+
+Используется Python версии 3.12
+
+Установщик https://www.python.org/ftp/python/3.12.5/python-3.12.5-amd64.exe
+
+### Poetry
+
+Для создания и настройки окружения проекта необходимо установить poetry
+
+**Для Windows (Powershell)**
+
+```
+(Invoke-WebRequest -Uri https://install.python-poetry.org -UseBasicParsing).Content | python -
+```
+
+**Linux, macOS, Windows (WSL)**
+
+```
+curl -sSL https://install.python-poetry.org | python3 -
+```
+
+**Добавление poetry в PATH**
+
+1. Открыть настройки переменных среды \
+ \
+ \
+ \
+ \
+2. Изменить переменную Path текущего пользователя \
+ \
+ \
+3. Добавление пути `%APPDATA%\Python\Scripts` до исполняемого файла poetry \
+ \
+
+
+### Создание окружения
+
+```
+poetry install
+```
+
+### Запуск тестового сервиса
+
+Запустить тестовый сервис можно с помощью VSCode (см. launch.json в каталоге .vscode).
+
+Также запустить тестовый сервис можно с помощью командной строки:
+
+1. Активация виртуального окружения -- `poetry shell`
+
+2. Запуск сервиса -- `python run.py`
+
+Для выходы из виртуального окружения используется команду `exit`
diff --git a/assets/lec2-split.png b/assets/lec2-split.png
new file mode 100644
index 0000000..fad8160
Binary files /dev/null and b/assets/lec2-split.png differ
diff --git a/assets/quantile.png b/assets/quantile.png
new file mode 100644
index 0000000..d44e6ff
Binary files /dev/null and b/assets/quantile.png differ
diff --git a/backend/__init__.py b/backend/__init__.py
new file mode 100644
index 0000000..2ef306b
--- /dev/null
+++ b/backend/__init__.py
@@ -0,0 +1,52 @@
+import importlib
+import os
+import traceback
+
+import matplotlib
+from apiflask import APIBlueprint, APIFlask
+from flask_cors import CORS
+
+matplotlib.use("agg")
+
+cors = CORS()
+api_bp = APIBlueprint("api", __name__, url_prefix="/api/v1")
+dataset_path: str | None = None
+
+
+class Config:
+ SECRET_KEY = "secret!"
+ SEND_FILE_MAX_AGE_DEFAULT = -1
+
+
+def create_app():
+ global dataset_path
+
+ # Create and configure app
+ app = APIFlask(
+ "MAI Service",
+ title="MAI Service API",
+ docs_path="/",
+ version="1.0",
+ static_folder="",
+ template_folder="",
+ )
+ app.config.from_object(Config)
+
+ dataset_path = os.path.join(app.instance_path, "dataset")
+ os.makedirs(dataset_path, exist_ok=True)
+
+ @app.errorhandler(Exception)
+ def my_error_processor(error):
+ traceback.print_exception(error)
+ return {"message": str(error), "detail": "No details"}, 500
+
+ # Import custom REST methods
+ importlib.import_module("backend.api")
+
+ # Enable REST API
+ app.register_blueprint(api_bp)
+
+ # Enable app extensions
+ cors.init_app(app)
+
+ return app
diff --git a/backend/api.py b/backend/api.py
new file mode 100644
index 0000000..2f6d2be
--- /dev/null
+++ b/backend/api.py
@@ -0,0 +1,57 @@
+from apiflask import FileSchema, Schema, fields
+from flask import send_file
+
+from backend import api_bp, dataset_path
+from backend.service import Service
+
+
+class FileUpload(Schema):
+ file = fields.File(required=True)
+
+
+class ColumnInfoDto(Schema):
+ datatype = fields.String()
+ items = fields.List(fields.String())
+
+
+class TableColumnDto(Schema):
+ name = fields.String()
+ datatype = fields.String()
+ items = fields.List(fields.String())
+
+
+service = Service(dataset_path)
+
+
+@api_bp.post("/dataset")
+@api_bp.input(FileUpload, location="files")
+def upload_dataset(files_data):
+ uploaded_file = files_data["file"]
+ return service.upload_dataset(uploaded_file)
+
+
+@api_bp.get("/dataset")
+def get_all_datasets():
+ return service.get_all_datasets()
+
+
+@api_bp.get("/dataset/")
+@api_bp.output(TableColumnDto(many=True))
+def get_dataset_info(name: str):
+ return service.get_dataset_info(name)
+
+
+@api_bp.get("/dataset//")
+@api_bp.output(ColumnInfoDto)
+def get_column_info(name: str, column: str):
+ return service.get_column_info(name, column)
+
+
+@api_bp.get("/dataset/draw/hist//")
+@api_bp.output(
+ FileSchema(type="string", format="binary"), content_type="image/png", example=""
+)
+def get_dataset_hist(name: str, column: str):
+ data = service.get_hist(name, column)
+ data.seek(0)
+ return send_file(data, download_name=f"{name}.hist.png", mimetype="image/png")
diff --git a/backend/service.py b/backend/service.py
new file mode 100644
index 0000000..c4a3935
--- /dev/null
+++ b/backend/service.py
@@ -0,0 +1,59 @@
+import io
+import os
+import pathlib
+from typing import BinaryIO, Dict, List
+
+import pandas as pd
+from matplotlib.figure import Figure
+from werkzeug.datastructures import FileStorage
+from werkzeug.utils import secure_filename
+
+
+class Service:
+ def __init__(self, dataset_path: str | None) -> None:
+ if dataset_path is None:
+ raise Exception("Dataset path is not defined")
+ self.__path: str = dataset_path
+
+ def __get_dataset(self, filename: str) -> pd.DataFrame:
+ full_file_name = os.path.join(self.__path, secure_filename(filename))
+ return pd.read_csv(full_file_name)
+
+ def upload_dataset(self, file: FileStorage) -> str:
+ if file.filename is None:
+ raise Exception("Dataset upload error")
+ file_name: str = file.filename
+ full_file_name = os.path.join(self.__path, secure_filename(file_name))
+ file.save(full_file_name)
+ return file_name
+
+ def get_all_datasets(self) -> List[str]:
+ return [file.name for file in pathlib.Path(self.__path).glob("*.csv")]
+
+ def get_dataset_info(self, filename) -> List[Dict]:
+ dataset = self.__get_dataset(filename)
+ dataset_info = []
+ for column in dataset.columns:
+ items = dataset[column].astype(str)
+ column_info = {
+ "name": column,
+ "datatype": dataset.dtypes[column],
+ "items": items,
+ }
+ dataset_info.append(column_info)
+ return dataset_info
+
+ def get_column_info(self, filename, column) -> Dict:
+ dataset = self.__get_dataset(filename)
+ datatype = dataset.dtypes[column]
+ items = sorted(dataset[column].astype(str).unique())
+ return {"datatype": datatype, "items": items}
+
+ def get_hist(self, filename, column) -> BinaryIO:
+ dataset = self.__get_dataset(filename)
+ bytes = io.BytesIO()
+ plot: Figure | None = dataset.plot.hist(column=[column], bins=80).get_figure()
+ if plot is None:
+ raise Exception("Can't create hist plot")
+ plot.savefig(bytes, dpi=300, format="png")
+ return bytes
diff --git a/data/dollar.csv b/data/dollar.csv
new file mode 100644
index 0000000..3f87c92
--- /dev/null
+++ b/data/dollar.csv
@@ -0,0 +1,244 @@
+"my_date","my_value","bullet","bulletClass","label"
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+"19.03.2024","91.9829","","",""
+"20.03.2024","92.2243","","",""
+"21.03.2024","92.6861","","",""
+"22.03.2024","91.9499","","",""
+"23.03.2024","92.6118","","",""
+"26.03.2024","92.7761","","",""
diff --git a/data/healthcare-dataset-stroke-data.csv b/data/healthcare-dataset-stroke-data.csv
new file mode 100644
index 0000000..763aacc
--- /dev/null
+++ b/data/healthcare-dataset-stroke-data.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/data/titanic.csv b/data/titanic.csv
new file mode 100644
index 0000000..5cc466e
--- /dev/null
+++ b/data/titanic.csv
@@ -0,0 +1,892 @@
+PassengerId,Survived,Pclass,Name,Sex,Age,SibSp,Parch,Ticket,Fare,Cabin,Embarked
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+5,0,3,"Allen, Mr. William Henry",male,35,0,0,373450,8.05,,S
+6,0,3,"Moran, Mr. James",male,,0,0,330877,8.4583,,Q
+7,0,1,"McCarthy, Mr. Timothy J",male,54,0,0,17463,51.8625,E46,S
+8,0,3,"Palsson, Master. Gosta Leonard",male,2,3,1,349909,21.075,,S
+9,1,3,"Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)",female,27,0,2,347742,11.1333,,S
+10,1,2,"Nasser, Mrs. Nicholas (Adele Achem)",female,14,1,0,237736,30.0708,,C
+11,1,3,"Sandstrom, Miss. Marguerite Rut",female,4,1,1,PP 9549,16.7,G6,S
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+115,0,3,"Attalah, Miss. Malake",female,17,0,0,2627,14.4583,,C
+116,0,3,"Pekoniemi, Mr. Edvard",male,21,0,0,STON/O 2. 3101294,7.925,,S
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+866,1,2,"Bystrom, Mrs. (Karolina)",female,42,0,0,236852,13,,S
+867,1,2,"Duran y More, Miss. Asuncion",female,27,1,0,SC/PARIS 2149,13.8583,,C
+868,0,1,"Roebling, Mr. Washington Augustus II",male,31,0,0,PC 17590,50.4958,A24,S
+869,0,3,"van Melkebeke, Mr. Philemon",male,,0,0,345777,9.5,,S
+870,1,3,"Johnson, Master. Harold Theodor",male,4,1,1,347742,11.1333,,S
+871,0,3,"Balkic, Mr. Cerin",male,26,0,0,349248,7.8958,,S
+872,1,1,"Beckwith, Mrs. Richard Leonard (Sallie Monypeny)",female,47,1,1,11751,52.5542,D35,S
+873,0,1,"Carlsson, Mr. Frans Olof",male,33,0,0,695,5,B51 B53 B55,S
+874,0,3,"Vander Cruyssen, Mr. Victor",male,47,0,0,345765,9,,S
+875,1,2,"Abelson, Mrs. Samuel (Hannah Wizosky)",female,28,1,0,P/PP 3381,24,,C
+876,1,3,"Najib, Miss. Adele Kiamie ""Jane""",female,15,0,0,2667,7.225,,C
+877,0,3,"Gustafsson, Mr. Alfred Ossian",male,20,0,0,7534,9.8458,,S
+878,0,3,"Petroff, Mr. Nedelio",male,19,0,0,349212,7.8958,,S
+879,0,3,"Laleff, Mr. Kristo",male,,0,0,349217,7.8958,,S
+880,1,1,"Potter, Mrs. Thomas Jr (Lily Alexenia Wilson)",female,56,0,1,11767,83.1583,C50,C
+881,1,2,"Shelley, Mrs. William (Imanita Parrish Hall)",female,25,0,1,230433,26,,S
+882,0,3,"Markun, Mr. Johann",male,33,0,0,349257,7.8958,,S
+883,0,3,"Dahlberg, Miss. Gerda Ulrika",female,22,0,0,7552,10.5167,,S
+884,0,2,"Banfield, Mr. Frederick James",male,28,0,0,C.A./SOTON 34068,10.5,,S
+885,0,3,"Sutehall, Mr. Henry Jr",male,25,0,0,SOTON/OQ 392076,7.05,,S
+886,0,3,"Rice, Mrs. William (Margaret Norton)",female,39,0,5,382652,29.125,,Q
+887,0,2,"Montvila, Rev. Juozas",male,27,0,0,211536,13,,S
+888,1,1,"Graham, Miss. Margaret Edith",female,19,0,0,112053,30,B42,S
+889,0,3,"Johnston, Miss. Catherine Helen ""Carrie""",female,,1,2,W./C. 6607,23.45,,S
+890,1,1,"Behr, Mr. Karl Howell",male,26,0,0,111369,30,C148,C
+891,0,3,"Dooley, Mr. Patrick",male,32,0,0,370376,7.75,,Q
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+++ b/lec1.ipynb
@@ -0,0 +1,765 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Работа с NumPy"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "matrix = \n",
+ " [[4 5 0]\n",
+ " [9 9 9]] \n",
+ "\n",
+ "tmatrix = \n",
+ " [[4 9]\n",
+ " [5 9]\n",
+ " [0 9]] \n",
+ "\n",
+ "vector = \n",
+ " [4 5 0 9 9 9] \n",
+ "\n",
+ "tvector = \n",
+ " [[4]\n",
+ " [5]\n",
+ " [0]\n",
+ " [9]\n",
+ " [9]\n",
+ " [9]] \n",
+ "\n",
+ "list_matrix = \n",
+ " [array([4, 5, 0]), array([9, 9, 9])] \n",
+ "\n",
+ "matrix as str = \n",
+ " [[4 5 0]\n",
+ " [9 9 9]] \n",
+ "\n",
+ "matrix type is \n",
+ "\n",
+ "vector type is \n",
+ "\n",
+ "list_matrix type is \n",
+ "\n",
+ "str_matrix type is \n",
+ "\n",
+ "formatted_vector = \n",
+ " 4; 5; 0; 9; 9; 9 \n",
+ "\n"
+ ]
+ }
+ ],
+ "source": [
+ "\n",
+ "import numpy as np\n",
+ "\n",
+ "\n",
+ "matrix = np.array([[4, 5, 0], [9, 9, 9]])\n",
+ "print(\"matrix = \\n\", matrix, \"\\n\")\n",
+ "\n",
+ "\n",
+ "tmatrix = matrix.T\n",
+ "print(\"tmatrix = \\n\", tmatrix, \"\\n\")\n",
+ "\n",
+ "\n",
+ "vector = np.ravel(matrix)\n",
+ "print(\"vector = \\n\", vector, \"\\n\")\n",
+ "\n",
+ "\n",
+ "tvector = np.reshape(vector, (6, 1))\n",
+ "print(\"tvector = \\n\", tvector, \"\\n\")\n",
+ "\n",
+ "list_matrix = list(matrix)\n",
+ "print(\"list_matrix = \\n\", list_matrix, \"\\n\")\n",
+ "\n",
+ "str_matrix = str(matrix)\n",
+ "print(\"matrix as str = \\n\", str_matrix, \"\\n\")\n",
+ "\n",
+ "print(\"matrix type is\", type(matrix), \"\\n\")\n",
+ "\n",
+ "print(\"vector type is\", type(vector), \"\\n\")\n",
+ "\n",
+ "print(\"list_matrix type is\", type(list_matrix), \"\\n\")\n",
+ "\n",
+ "print(\"str_matrix type is\", type(str_matrix), \"\\n\")\n",
+ "\n",
+ "\n",
+ "formatted_vector = \"; \".join(map(str, vector))\n",
+ "\n",
+ "print(\"formatted_vector = \\n\", formatted_vector, \"\\n\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Работа с Pandas DataFrame\n",
+ "\n",
+ "https://pandas.pydata.org/docs/user_guide/10min.html"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Работа с данными - чтение и запись CSV"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import pandas as pd\n",
+ "\n",
+ "df = pd.read_csv(\"data/healthcare-dataset-stroke-data.csv\", index_col=\"id\")\n",
+ "\n",
+ "df.to_csv(\"test.csv\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Работа с данными - основные команды"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "Index: 5110 entries, 9046 to 44679\n",
+ "Data columns (total 11 columns):\n",
+ " # Column Non-Null Count Dtype \n",
+ "--- ------ -------------- ----- \n",
+ " 0 gender 5110 non-null object \n",
+ " 1 age 5110 non-null float64\n",
+ " 2 hypertension 5110 non-null int64 \n",
+ " 3 heart_disease 5110 non-null int64 \n",
+ " 4 ever_married 5110 non-null object \n",
+ " 5 work_type 5110 non-null object \n",
+ " 6 Residence_type 5110 non-null object \n",
+ " 7 avg_glucose_level 5110 non-null float64\n",
+ " 8 bmi 4909 non-null float64\n",
+ " 9 smoking_status 5110 non-null object \n",
+ " 10 stroke 5110 non-null int64 \n",
+ "dtypes: float64(3), int64(3), object(5)\n",
+ "memory usage: 608.1+ KB\n",
+ " count mean std min 25% 50% \\\n",
+ "age 5110.0 43.226614 22.612647 0.08 25.000 45.000 \n",
+ "hypertension 5110.0 0.097456 0.296607 0.00 0.000 0.000 \n",
+ "heart_disease 5110.0 0.054012 0.226063 0.00 0.000 0.000 \n",
+ "avg_glucose_level 5110.0 106.147677 45.283560 55.12 77.245 91.885 \n",
+ "bmi 4909.0 28.893237 7.854067 10.30 23.500 28.100 \n",
+ "stroke 5110.0 0.048728 0.215320 0.00 0.000 0.000 \n",
+ "\n",
+ " 75% max \n",
+ "age 61.00 82.00 \n",
+ "hypertension 0.00 1.00 \n",
+ "heart_disease 0.00 1.00 \n",
+ "avg_glucose_level 114.09 271.74 \n",
+ "bmi 33.10 97.60 \n",
+ "stroke 0.00 1.00 \n",
+ " gender age hypertension work_type avg_glucose_level bmi \\\n",
+ "id \n",
+ "9046 Male 67.0 0 Private 228.69 36.6 \n",
+ "51676 Female 61.0 0 Self-employed 202.21 NaN \n",
+ "31112 Male 80.0 0 Private 105.92 32.5 \n",
+ "60182 Female 49.0 0 Private 171.23 34.4 \n",
+ "1665 Female 79.0 1 Self-employed 174.12 24.0 \n",
+ "\n",
+ " smoking_status stroke \n",
+ "id \n",
+ "9046 formerly smoked 1 \n",
+ "51676 never smoked 1 \n",
+ "31112 never smoked 1 \n",
+ "60182 smokes 1 \n",
+ "1665 never smoked 1 \n",
+ " gender age hypertension work_type avg_glucose_level bmi \\\n",
+ "id \n",
+ "18234 Female 80.0 1 Private 83.75 NaN \n",
+ "44873 Female 81.0 0 Self-employed 125.20 40.0 \n",
+ "19723 Female 35.0 0 Self-employed 82.99 30.6 \n",
+ "37544 Male 51.0 0 Private 166.29 25.6 \n",
+ "44679 Female 44.0 0 Govt_job 85.28 26.2 \n",
+ "\n",
+ " smoking_status stroke \n",
+ "id \n",
+ "18234 never smoked 0 \n",
+ "44873 never smoked 0 \n",
+ "19723 never smoked 0 \n",
+ "37544 formerly smoked 0 \n",
+ "44679 Unknown 0 \n",
+ " gender age hypertension work_type avg_glucose_level bmi \\\n",
+ "id \n",
+ "47350 Female 0.08 0 children 139.67 14.1 \n",
+ "29955 Male 0.08 0 children 70.33 16.9 \n",
+ "22877 Male 0.16 0 children 114.71 17.4 \n",
+ "41500 Male 0.16 0 children 69.79 13.0 \n",
+ "8247 Male 0.16 0 children 109.52 13.9 \n",
+ "\n",
+ " smoking_status stroke \n",
+ "id \n",
+ "47350 Unknown 0 \n",
+ "29955 Unknown 0 \n",
+ "22877 Unknown 0 \n",
+ "41500 Unknown 0 \n",
+ "8247 Unknown 0 \n",
+ " gender age hypertension work_type avg_glucose_level bmi \\\n",
+ "id \n",
+ "38829 Female 82.0 0 Private 59.32 33.2 \n",
+ "25510 Male 82.0 0 Self-employed 111.81 19.8 \n",
+ "27705 Female 82.0 0 Self-employed 88.60 32.5 \n",
+ "40163 Female 82.0 1 Private 222.52 NaN \n",
+ "64778 Male 82.0 0 Private 208.30 32.5 \n",
+ "\n",
+ " smoking_status stroke \n",
+ "id \n",
+ "38829 never smoked 1 \n",
+ "25510 formerly smoked 0 \n",
+ "27705 Unknown 0 \n",
+ "40163 formerly smoked 0 \n",
+ "64778 Unknown 1 \n"
+ ]
+ }
+ ],
+ "source": [
+ "df.info()\n",
+ "\n",
+ "print(df.describe().transpose())\n",
+ "\n",
+ "clear_df = df.drop([\"heart_disease\", \"ever_married\", \"Residence_type\"], axis=1)\n",
+ "print(clear_df.head())\n",
+ "print(clear_df.tail())\n",
+ "\n",
+ "sorted_df = clear_df.sort_values(by=\"age\")\n",
+ "print(sorted_df.head())\n",
+ "print(sorted_df.tail())"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Работа с данными - работа с элементами"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "id\n",
+ "9046 36.6\n",
+ "51676 NaN\n",
+ "31112 32.5\n",
+ "60182 34.4\n",
+ "1665 24.0\n",
+ " ... \n",
+ "18234 NaN\n",
+ "44873 40.0\n",
+ "19723 30.6\n",
+ "37544 25.6\n",
+ "44679 26.2\n",
+ "Name: bmi, Length: 5110, dtype: float64\n",
+ "gender Male\n",
+ "age 67.0\n",
+ "hypertension 0\n",
+ "heart_disease 1\n",
+ "ever_married Yes\n",
+ "work_type Private\n",
+ "Residence_type Urban\n",
+ "avg_glucose_level 228.69\n",
+ "bmi 36.6\n",
+ "smoking_status formerly smoked\n",
+ "stroke 1\n",
+ "Name: 9046, dtype: object\n",
+ "Male\n",
+ " gender bmi\n",
+ "id \n",
+ "9046 Male 36.6\n",
+ "51676 Female NaN\n",
+ "31112 Male 32.5\n",
+ "60182 Female 34.4\n",
+ "1665 Female 24.0\n",
+ "56669 Male 29.0\n",
+ "53882 Male 27.4\n",
+ " gender age hypertension heart_disease ever_married work_type \\\n",
+ "id \n",
+ "9046 Male 67.0 0 1 Yes Private \n",
+ "51676 Female 61.0 0 0 Yes Self-employed \n",
+ "31112 Male 80.0 0 1 Yes Private \n",
+ "\n",
+ " Residence_type avg_glucose_level bmi smoking_status stroke \n",
+ "id \n",
+ "9046 Urban 228.69 36.6 formerly smoked 1 \n",
+ "51676 Rural 202.21 NaN never smoked 1 \n",
+ "31112 Rural 105.92 32.5 never smoked 1 \n",
+ "gender Male\n",
+ "age 67.0\n",
+ "hypertension 0\n",
+ "heart_disease 1\n",
+ "ever_married Yes\n",
+ "work_type Private\n",
+ "Residence_type Urban\n",
+ "avg_glucose_level 228.69\n",
+ "bmi 36.6\n",
+ "smoking_status formerly smoked\n",
+ "stroke 1\n",
+ "Name: 9046, dtype: object\n",
+ " gender age\n",
+ "id \n",
+ "60182 Female 49.0\n",
+ "1665 Female 79.0\n",
+ " gender age\n",
+ "id \n",
+ "60182 Female 49.0\n",
+ "1665 Female 79.0\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(df[\"bmi\"])\n",
+ "\n",
+ "print(df.loc[9046])\n",
+ "\n",
+ "print(df.loc[9046, \"gender\"])\n",
+ "\n",
+ "print(df.loc[9046:53882, [\"gender\", \"bmi\"]])\n",
+ "\n",
+ "print(df[0:3])\n",
+ "\n",
+ "print(df.iloc[0])\n",
+ "\n",
+ "print(df.iloc[3:5, 0:2])\n",
+ "\n",
+ "print(df.iloc[[3, 4], [0, 1]])"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Работа с данными - отбор и группировка"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "['Male' 'Female' 'Other']\n",
+ "Male count = 2115\n",
+ "Female count = 2994\n",
+ "Other count = 1\n",
+ "Total count = 5110\n",
+ " ever_married avg_glucose_level Count\n",
+ "0 No 55.12 1\n",
+ "1 No 55.25 1\n",
+ "2 No 55.34 1\n",
+ "3 No 55.35 1\n",
+ "4 No 55.39 1\n",
+ "... ... ... ...\n",
+ "4445 Yes 263.56 1\n",
+ "4446 Yes 267.60 1\n",
+ "4447 Yes 267.61 1\n",
+ "4448 Yes 267.76 1\n",
+ "4449 Yes 271.74 1\n",
+ "\n",
+ "[4450 rows x 3 columns]\n"
+ ]
+ }
+ ],
+ "source": [
+ "s_values = df[\"gender\"].unique()\n",
+ "print(s_values)\n",
+ "\n",
+ "s_total = 0\n",
+ "for s_value in s_values:\n",
+ " count = df[df[\"gender\"] == s_value].shape[0]\n",
+ " s_total += count\n",
+ " print(s_value, \"count =\", count)\n",
+ "print(\"Total count = \", s_total)\n",
+ "\n",
+ "print(df.groupby([\"ever_married\", \"avg_glucose_level\"]).size().reset_index(name=\"Count\")) # type: ignore"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Визуализация - Исходные данные"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ " gender age bmi\n",
+ "id \n",
+ "9046 Male 67.0 36.6\n",
+ "31112 Male 80.0 32.5\n",
+ "60182 Female 49.0 34.4\n",
+ "1665 Female 79.0 24.0\n",
+ "56669 Male 81.0 29.0\n",
+ "... ... ... ...\n",
+ "14180 Female 13.0 18.6\n",
+ "44873 Female 81.0 40.0\n",
+ "19723 Female 35.0 30.6\n",
+ "37544 Male 51.0 25.6\n",
+ "44679 Female 44.0 26.2\n",
+ "\n",
+ "[4909 rows x 3 columns]\n"
+ ]
+ }
+ ],
+ "source": [
+ "data = df[[\"gender\", \"age\", \"bmi\"]].copy()\n",
+ "data.dropna(subset=[\"bmi\"], inplace=True)\n",
+ "print(data)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Визуализация - Сводка пяти чисел\n",
+ "\n",
+ ""
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 28,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ " age \n",
+ " min q1 q2 median q3 max\n",
+ "gender \n",
+ "Female 0.08 26.0 44.0 44.0 60.0 82.0\n",
+ "Male 0.08 21.0 45.0 45.0 60.5 82.0\n",
+ "Other 26.00 26.0 26.0 26.0 26.0 26.0\n",
+ " age \n",
+ " low_iqr iqr high_iqr\n",
+ "gender \n",
+ "Female 0.0 34.0 111.00\n",
+ "Male 0.0 39.5 119.75\n",
+ "Other 26.0 0.0 26.00\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ ""
+ ]
+ },
+ "execution_count": 28,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
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