diff --git a/.dvc/.gitignore b/.dvc/.gitignore new file mode 100644 index 0000000..528f30c --- /dev/null +++ b/.dvc/.gitignore @@ -0,0 +1,3 @@ +/config.local +/tmp +/cache diff --git a/.dvc/config b/.dvc/config new file mode 100644 index 0000000..e69de29 diff --git a/.dvc/plots/confusion.json b/.dvc/plots/confusion.json new file mode 100644 index 0000000..af1b48d --- /dev/null +++ b/.dvc/plots/confusion.json @@ -0,0 +1,107 @@ +{ + "$schema": "https://vega.github.io/schema/vega-lite/v4.json", + "data": { + "values": "" + }, + "title": "", + "facet": { + "field": "rev", + "type": "nominal" + }, + "spec": { + "transform": [ + { + "aggregate": [ + { + "op": "count", + "as": "xy_count" + } + ], + "groupby": [ + "", + "" + ] + }, + { + "impute": "xy_count", + "groupby": [ + "rev", + "" + ], + "key": "", + "value": 0 + }, + { + "impute": "xy_count", + "groupby": [ + "rev", + "" + ], + "key": "", + "value": 0 + }, + { + "joinaggregate": [ + { + "op": "max", + "field": "xy_count", + "as": "max_count" + } + ], + "groupby": [] + }, + { + "calculate": "datum.xy_count / datum.max_count", + "as": "percent_of_max" + } + ], + "encoding": { + "x": { + "field": "", + "type": "nominal", + "sort": "ascending", + "title": "" + }, + "y": { + "field": "", + "type": "nominal", + "sort": "ascending", + "title": "" + } + }, + "layer": [ + { + "mark": "rect", + "width": 300, + "height": 300, + "encoding": { + "color": { + "field": "xy_count", + "type": "quantitative", + "title": "", + "scale": { + "domainMin": 0, + "nice": true + } + } + } + }, + { + "mark": "text", + "encoding": { + "text": { + "field": "xy_count", + "type": "quantitative" + }, + "color": { + "condition": { + "test": "datum.percent_of_max > 0.5", + "value": "white" + }, + "value": "black" + } + } + } + ] + } +} diff --git a/.dvc/plots/confusion_normalized.json b/.dvc/plots/confusion_normalized.json new file mode 100644 index 0000000..1d38849 --- /dev/null +++ b/.dvc/plots/confusion_normalized.json @@ -0,0 +1,112 @@ +{ + "$schema": "https://vega.github.io/schema/vega-lite/v4.json", + "data": { + "values": "" + }, + "title": "", + "facet": { + "field": "rev", + "type": "nominal" + }, + "spec": { + "transform": [ + { + "aggregate": [ + { + "op": "count", + "as": "xy_count" + } + ], + "groupby": [ + "", + "" + ] + }, + { + "impute": "xy_count", + "groupby": [ + "rev", + "" + ], + "key": "", + "value": 0 + }, + { + "impute": "xy_count", + "groupby": [ + "rev", + "" + ], + "key": "", + "value": 0 + }, + { + "joinaggregate": [ + { + "op": "sum", + "field": "xy_count", + "as": "sum_y" + } + ], + "groupby": [ + "" + ] + }, + { + "calculate": "datum.xy_count / datum.sum_y", + "as": "percent_of_y" + } + ], + "encoding": { + "x": { + "field": "", + "type": "nominal", + "sort": "ascending", + "title": "" + }, + "y": { + "field": "", + "type": "nominal", + "sort": "ascending", + "title": "" + } + }, + "layer": [ + { + "mark": "rect", + "width": 300, + "height": 300, + "encoding": { + "color": { + "field": "percent_of_y", + "type": "quantitative", + "title": "", + "scale": { + "domain": [ + 0, + 1 + ] + } + } + } + }, + { + "mark": "text", + "encoding": { + "text": { + "field": "percent_of_y", + "type": "quantitative", + "format": ".2f" + }, + "color": { + "condition": { + "test": "datum.percent_of_y > 0.5", + "value": "white" + }, + "value": "black" + } + } + } + ] + } +} diff --git a/.dvc/plots/default.json b/.dvc/plots/default.json new file mode 100644 index 0000000..9cf71ce --- /dev/null +++ b/.dvc/plots/default.json @@ -0,0 +1,31 @@ +{ + "$schema": "https://vega.github.io/schema/vega-lite/v4.json", + "data": { + "values": "" + }, + "title": "", + "width": 300, + "height": 300, + "mark": { + "type": "line" + }, + "encoding": { + "x": { + "field": "", + "type": "quantitative", + "title": "" + }, + "y": { + "field": "", + "type": "quantitative", + "title": "", + "scale": { + "zero": false + } + }, + "color": { + "field": "rev", + "type": "nominal" + } + } +} diff --git a/.dvc/plots/linear.json b/.dvc/plots/linear.json new file mode 100644 index 0000000..65549f9 --- /dev/null +++ b/.dvc/plots/linear.json @@ -0,0 +1,116 @@ +{ + "$schema": "https://vega.github.io/schema/vega-lite/v4.json", + "data": { + "values": "" + }, + "title": "", + "width": 300, + "height": 300, + "layer": [ + { + "encoding": { + "x": { + "field": "", + "type": "quantitative", + "title": "" + }, + "y": { + "field": "", + "type": "quantitative", + "title": "", + "scale": { + "zero": false + } + }, + "color": { + "field": "rev", + "type": "nominal" + } + }, + "layer": [ + { + "mark": "line" + }, + { + "selection": { + "label": { + "type": "single", + "nearest": true, + "on": "mouseover", + "encodings": [ + "x" + ], + "empty": "none", + "clear": "mouseout" + } + }, + "mark": "point", + "encoding": { + "opacity": { + "condition": { + "selection": "label", + "value": 1 + }, + "value": 0 + } + } + } + ] + }, + { + "transform": [ + { + "filter": { + "selection": "label" + } + } + ], + "layer": [ + { + "mark": { + "type": "rule", + "color": "gray" + }, + "encoding": { + "x": { + "field": "", + "type": "quantitative" + } + } + }, + { + "encoding": { + "text": { + "type": "quantitative", + "field": "" + }, + "x": { + "field": "", + "type": "quantitative" + }, + "y": { + "field": "", + "type": "quantitative" + } + }, + "layer": [ + { + "mark": { + "type": "text", + "align": "left", + "dx": 5, + "dy": -5 + }, + "encoding": { + "color": { + "type": "nominal", + "field": "rev" + } + } + } + ] + } + ] + } + ] +} diff --git a/.dvc/plots/scatter.json b/.dvc/plots/scatter.json new file mode 100644 index 0000000..9af9304 --- /dev/null +++ b/.dvc/plots/scatter.json @@ -0,0 +1,104 @@ +{ + "$schema": "https://vega.github.io/schema/vega-lite/v4.json", + "data": { + "values": "" + }, + "title": "", + "width": 300, + "height": 300, + "layer": [ + { + "encoding": { + "x": { + "field": "", + "type": "quantitative", + "title": "" + }, + "y": { + "field": "", + "type": "quantitative", + "title": "", + "scale": { + "zero": false + } + }, + "color": { + "field": "rev", + "type": "nominal" + } + }, + "layer": [ + { + "mark": "point" + }, + { + "selection": { + "label": { + "type": "single", + "nearest": true, + "on": "mouseover", + "encodings": [ + "x" + ], + "empty": "none", + "clear": "mouseout" + } + }, + "mark": "point", + "encoding": { + "opacity": { + "condition": { + "selection": "label", + "value": 1 + }, + "value": 0 + } + } + } + ] + }, + { + "transform": [ + { + "filter": { + "selection": "label" + } + } + ], + "layer": [ + { + "encoding": { + "text": { + "type": "quantitative", + "field": "" + }, + "x": { + "field": "", + "type": "quantitative" + }, + "y": { + "field": "", + "type": "quantitative" + } + }, + "layer": [ + { + "mark": { + "type": "text", + "align": "left", + "dx": 5, + "dy": -5 + }, + "encoding": { + "color": { + "type": "nominal", + "field": "rev" + } + } + } + ] + } + ] + } + ] +} diff --git a/.dvc/plots/smooth.json b/.dvc/plots/smooth.json new file mode 100644 index 0000000..d497ce7 --- /dev/null +++ b/.dvc/plots/smooth.json @@ -0,0 +1,39 @@ +{ + "$schema": "https://vega.github.io/schema/vega-lite/v4.json", + "data": { + "values": "" + }, + "title": "", + "mark": { + "type": "line" + }, + "encoding": { + "x": { + "field": "", + "type": "quantitative", + "title": "" + }, + "y": { + "field": "", + "type": "quantitative", + "title": "", + "scale": { + "zero": false + } + }, + "color": { + "field": "rev", + "type": "nominal" + } + }, + "transform": [ + { + "loess": "", + "on": "", + "groupby": [ + "rev" + ], + "bandwidth": 0.3 + } + ] +} diff --git a/.dvcignore b/.dvcignore new file mode 100644 index 0000000..5197305 --- /dev/null +++ b/.dvcignore @@ -0,0 +1,3 @@ +# Add patterns of files dvc should ignore, which could improve +# the performance. Learn more at +# https://dvc.org/doc/user-guide/dvcignore diff --git a/Dockerfile b/Dockerfile index 0419151..0ed5be9 100644 --- a/Dockerfile +++ b/Dockerfile @@ -3,9 +3,12 @@ FROM ubuntu:latest RUN apt-get update && apt-get install -y python3-pip && pip3 install setuptools && pip3 install numpy && pip3 install pandas && pip3 install wget && pip3 install scikit-learn && pip3 install matplotlib && rm -rf /var/lib/apt/lists/* RUN pip3 install torch torchvision torchaudio RUN pip3 install sacred && pip3 install GitPython && pip3 install pymongo +RUN pip3 install dvc +RUN pip3 install 'dvc[ssh]' paramiko WORKDIR /app COPY ./create.py ./ COPY ./stats.py ./ COPY ./stroke-pytorch.py ./ COPY ./stroke-pytorch-eval.py ./ +COPY ./train-dvc.py ./ diff --git a/Jenkinsfile-dvc b/Jenkinsfile-dvc new file mode 100644 index 0000000..2432ef8 --- /dev/null +++ b/Jenkinsfile-dvc @@ -0,0 +1,37 @@ +pipeline { + agent { + dockerfile true + } + parameters{ + buildSelector( + defaultSelector: lastSuccessful(), + description: 'Which build to use for copying artifacts', + name: 'WHICH_BUILD' + ) + } + stages { + stage('dvc') { + steps { + withCredentials([sshUserPrivateKey(credentialsId: '48ac7004-216e-4260-abba-1fe5db753e18', keyFileVariable: 'IUM_SFTP_KEY')]) { + copyArtifacts fingerprintArtifacts: true, projectName: 's434766-create-dataset', selector: buildParameter('WHICH_BUILD') + sh 'dvc remote add -f -d ium_ssh_remote ssh://ium-sftp@tzietkiewicz.vm.wmi.amu.edu.pl/ium-sftp' + sh 'dvc remote modify --local ium_ssh_remote keyfile $IUM_SFTP_KEY' + sh "dvc pull -f" + sh "dvc reproduce" +} + + } + } + } + post { + success { + mail body: 'DVC success', subject: 's434766', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms' + archiveArtifacts 'accuracy.txt' + + } + + failure { + mail body: 'DVC failure', subject: 's434766', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms' + } + } +} \ No newline at end of file diff --git a/dvc.yaml b/dvc.yaml new file mode 100644 index 0000000..5fe1865 --- /dev/null +++ b/dvc.yaml @@ -0,0 +1,18 @@ +stages: + download_and_split: + cmd: python3 split_10.py + deps: + - healthcare-dataset-stroke-data.csv + - create.py + outs: + - data_train.csv + - data_test.csv + - data_val.csv + train_model: + cmd: python3 train-dvc.py + deps: + - data_train.csv + - data_test.csv + - data_val.csv + outs: + - Y_pred.txt \ No newline at end of file diff --git a/healthcare-dataset-stroke-data.csv b/healthcare-dataset-stroke-data.csv deleted file mode 100644 index 763aacc..0000000 --- a/healthcare-dataset-stroke-data.csv +++ /dev/null @@ -1,5111 +0,0 @@ -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/lab2.ipynb b/lab2.ipynb index e1f9415..e8b8249 100644 --- a/lab2.ipynb +++ b/lab2.ipynb @@ -10,13 +10,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.5-final" + "version": "3.8.5" }, "orig_nbformat": 2, "kernelspec": { - "name": "python3", - "display_name": "Python 3", - "language": "python" + "name": "python385jvsc74a57bd02cef13873963874fd5439bd04a135498d1dd9725d9d90f40de0b76178a8e03b1", + "display_name": "Python 3.8.5 64-bit ('base': conda)" } }, "nbformat": 4, @@ -24,7 +23,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 31, + "execution_count": 1, "metadata": {}, "outputs": [ { @@ -84,7 +83,7 @@ " print(data.describe(include='all'))\n", "\n", "\n", - "downloadCSV()\n", + "# downloadCSV()\n", "data = dropNaN()\n", "data = NormalizeData(data)\n", "\n", @@ -95,6 +94,27 @@ "\n" ] }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "array(['private', 'self_employed', 'govt_job', 'children', 'never_worked'],\n", + " dtype=object)" + ] + }, + "metadata": {}, + "execution_count": 6 + } + ], + "source": [ + "pd.unique(data['work_type'])" + ] + }, { "cell_type": "code", "execution_count": 27, diff --git a/mlruns/0/119a232b4f5b4792afb6fbda18d95262/meta.yaml b/mlruns/0/119a232b4f5b4792afb6fbda18d95262/meta.yaml new file mode 100644 index 0000000..9e8541d --- /dev/null +++ b/mlruns/0/119a232b4f5b4792afb6fbda18d95262/meta.yaml @@ -0,0 +1,15 @@ +artifact_uri: file:///home/przemek/ium_434766/mlruns/0/119a232b4f5b4792afb6fbda18d95262/artifacts +end_time: 1622122401430 +entry_point_name: '' +experiment_id: '0' +lifecycle_stage: active +name: '' +run_id: 119a232b4f5b4792afb6fbda18d95262 +run_uuid: 119a232b4f5b4792afb6fbda18d95262 +source_name: '' +source_type: 4 +source_version: '' +start_time: 1622122401247 +status: 3 +tags: [] +user_id: owcap diff --git a/mlruns/0/119a232b4f5b4792afb6fbda18d95262/metrics/rmse b/mlruns/0/119a232b4f5b4792afb6fbda18d95262/metrics/rmse new file mode 100644 index 0000000..f5f944a --- /dev/null +++ b/mlruns/0/119a232b4f5b4792afb6fbda18d95262/metrics/rmse @@ -0,0 +1 @@ +1622122401410 0.12816519 0 diff --git a/mlruns/0/119a232b4f5b4792afb6fbda18d95262/params/Last loss b/mlruns/0/119a232b4f5b4792afb6fbda18d95262/params/Last loss new file mode 100644 index 0000000..e61655e --- /dev/null +++ b/mlruns/0/119a232b4f5b4792afb6fbda18d95262/params/Last loss @@ -0,0 +1 @@ +0.46289125084877014 \ No newline at end of file diff --git a/mlruns/0/119a232b4f5b4792afb6fbda18d95262/params/batch size b/mlruns/0/119a232b4f5b4792afb6fbda18d95262/params/batch size new file mode 100644 index 0000000..19c7bdb --- /dev/null +++ b/mlruns/0/119a232b4f5b4792afb6fbda18d95262/params/batch size @@ -0,0 +1 @@ +16 \ No newline at end of file diff --git a/mlruns/0/119a232b4f5b4792afb6fbda18d95262/params/epochs b/mlruns/0/119a232b4f5b4792afb6fbda18d95262/params/epochs new file mode 100644 index 0000000..7813681 --- /dev/null +++ b/mlruns/0/119a232b4f5b4792afb6fbda18d95262/params/epochs @@ -0,0 +1 @@ +5 \ No newline at end of file diff --git a/mlruns/0/119a232b4f5b4792afb6fbda18d95262/tags/mlflow.source.git.commit b/mlruns/0/119a232b4f5b4792afb6fbda18d95262/tags/mlflow.source.git.commit new file mode 100644 index 0000000..5b74e74 --- /dev/null +++ b/mlruns/0/119a232b4f5b4792afb6fbda18d95262/tags/mlflow.source.git.commit @@ -0,0 +1 @@ +d4912c0bdcc4ecba96dfd2b643b5e816d51c6bda \ No newline at end of file diff --git a/mlruns/0/119a232b4f5b4792afb6fbda18d95262/tags/mlflow.source.name b/mlruns/0/119a232b4f5b4792afb6fbda18d95262/tags/mlflow.source.name new file mode 100644 index 0000000..53b8f17 --- /dev/null +++ b/mlruns/0/119a232b4f5b4792afb6fbda18d95262/tags/mlflow.source.name @@ -0,0 +1 @@ +.\lab8-mlflow.py \ No newline at end of file diff --git a/mlruns/0/119a232b4f5b4792afb6fbda18d95262/tags/mlflow.source.type b/mlruns/0/119a232b4f5b4792afb6fbda18d95262/tags/mlflow.source.type new file mode 100644 index 0000000..0c2c1fe --- /dev/null +++ b/mlruns/0/119a232b4f5b4792afb6fbda18d95262/tags/mlflow.source.type @@ -0,0 +1 @@ +LOCAL \ No newline at end of file diff --git a/mlruns/0/119a232b4f5b4792afb6fbda18d95262/tags/mlflow.user b/mlruns/0/119a232b4f5b4792afb6fbda18d95262/tags/mlflow.user new file mode 100644 index 0000000..3b28117 --- /dev/null +++ b/mlruns/0/119a232b4f5b4792afb6fbda18d95262/tags/mlflow.user @@ -0,0 +1 @@ +owcap \ No newline at end of file diff --git a/train-dvc.py b/train-dvc.py new file mode 100644 index 0000000..662db42 --- /dev/null +++ b/train-dvc.py @@ -0,0 +1,75 @@ +import torch +import sys +import torch.nn.functional as F +from torch import nn +from torch.autograd import Variable +import torchvision.transforms as transforms +from sklearn.model_selection import train_test_split +from sklearn.preprocessing import MinMaxScaler +from sklearn.metrics import accuracy_score +import numpy as np +import pandas as pd +from sacred import Experiment +from sacred.observers import FileStorageObserver +np.set_printoptions(suppress=False) + + +class LogisticRegressionModel(nn.Module): + def __init__(self, input_dim, output_dim): + super(LogisticRegressionModel, self).__init__() + self.linear = nn.Linear(input_dim, output_dim) + self.sigmoid = nn.Sigmoid() + def forward(self, x): + out = self.linear(x) + return self.sigmoid(out) + + +data_train = pd.read_csv("data_train.csv") +data_test = pd.read_csv("data_test.csv") +data_val = pd.read_csv("data_val.csv") +FEATURES = ['age','hypertension','heart_disease','ever_married', 'avg_glucose_level', 'bmi'] + +x_train = data_train[FEATURES].astype(np.float32) +y_train = data_train['stroke'].astype(np.float32) + +x_test = data_test[FEATURES].astype(np.float32) +y_test = data_test['stroke'].astype(np.float32) + +fTrain = torch.from_numpy(x_train.values) +tTrain = torch.from_numpy(y_train.values.reshape(2945,1)) + +fTest= torch.from_numpy(x_test.values) +tTest = torch.from_numpy(y_test.values) + +batch_size = int(sys.argv[1]) if len(sys.argv) > 1 else 16 +num_epochs = int(sys.argv[2]) if len(sys.argv) > 2 else 5 +learning_rate = 0.001 +input_dim = 6 +output_dim = 1 + +model = LogisticRegressionModel(input_dim, output_dim) + +criterion = torch.nn.BCELoss(reduction='mean') +optimizer = torch.optim.SGD(model.parameters(), lr = learning_rate) + +for epoch in range(num_epochs): + # print ("Epoch #",epoch) + model.train() + optimizer.zero_grad() + # Forward pass + y_pred = model(fTrain) + # Compute Loss + loss = criterion(y_pred, tTrain) + # print(loss.item()) + # Backward pass + loss.backward() + optimizer.step() +y_pred = model(fTest) +# print("predicted Y value: ", y_pred.data) + + +txt_file = open("Y_pred.txt", "w") +n = txt_file.write(f"Y_pred: { y_pred.data}") +txt_file.close() +# torch.save(model.state_dict(), 'stroke.pth') +