lung_disease_data.csv

Age,Gender,Smoking Status,Lung Capacity,Disease Type,Treatment Type,Hospital Visits,Recovered
71.0,Female,No,4.49,COPD,Therapy,14.0,Yes
34.0,Female,Yes,,Bronchitis,Surgery,7.0,No
80.0,Male,Yes,1.95,COPD,,4.0,Yes
40.0,Female,Yes,,Bronchitis,Medication,1.0,No
43.0,Male,Yes,4.6,COPD,Surgery,,Yes
22.0,Female,No,3.65,Bronchitis,Medication,11.0,Yes
41.0,Male,Yes,2.98,Asthma,Medication,12.0,Yes
72.0,Male,,2.61,Lung Cancer,Surgery,11.0,Yes
21.0,Female,No,4.05,Lung Cancer,Medication,12.0,No
49.0,Male,Yes,5.7,Pneumonia,Medication,11.0,Yes
57.0,Female,Yes,4.36,Bronchitis,Therapy,11.0,Yes
21.0,Male,No,1.37,Pneumonia,Surgery,1.0,Yes
83.0,Male,No,3.3,Pneumonia,Therapy,8.0,Yes
79.0,Male,Yes,5.45,Bronchitis,Medication,12.0,No
40.0,Female,No,1.47,Lung Cancer,Medication,13.0,Yes
,Female,No,5.94,Bronchitis,Therapy,9.0,No
77.0,Male,Yes,5.75,Asthma,Therapy,11.0,No
41.0,Female,,1.39,Pneumonia,Therapy,3.0,Yes
68.0,,Yes,5.67,Pneumonia,Medication,7.0,Yes
78.0,Female,Yes,2.82,,,13.0,Yes
61.0,Female,Yes,5.22,Pneumonia,Medication,5.0,Yes
79.0,Male,Yes,3.09,,Therapy,3.0,No
34.0,Male,No,3.2,Pneumonia,Surgery,5.0,No
81.0,Male,Yes,4.17,Bronchitis,Therapy,10.0,Yes
81.0,Male,Yes,4.87,Lung Cancer,Medication,7.0,Yes
66.0,Male,,1.17,Lung Cancer,Surgery,7.0,No
81.0,Female,Yes,3.97,Pneumonia,Surgery,9.0,No
70.0,Female,No,1.93,Bronchitis,Medication,8.0,Yes
74.0,Male,No,2.73,Pneumonia,Therapy,4.0,Yes
83.0,Male,No,2.74,Asthma,Therapy,5.0,Yes
22.0,Male,Yes,3.35,Asthma,,5.0,Yes
70.0,Female,No,2.67,Lung Cancer,Medication,10.0,Yes
26.0,Male,No,1.54,Pneumonia,Therapy,12.0,Yes
40.0,Male,Yes,1.73,Asthma,Surgery,2.0,No
58.0,Female,No,1.17,COPD,Therapy,12.0,No
37.0,Female,Yes,3.35,Asthma,Therapy,7.0,No
23.0,Female,No,5.77,Pneumonia,Surgery,7.0,
79.0,Female,No,1.58,Pneumonia,Surgery,9.0,Yes
33.0,Male,No,5.73,Asthma,Therapy,13.0,
28.0,Female,No,4.67,Pneumonia,Surgery,9.0,No
72.0,Female,Yes,4.19,Pneumonia,,4.0,Yes
21.0,Male,Yes,4.23,,Surgery,5.0,Yes
79.0,Male,No,5.13,Lung Cancer,,7.0,Yes
63.0,Male,Yes,1.53,Pneumonia,Surgery,10.0,No
27.0,Female,No,3.52,Bronchitis,Medication,7.0,No
66.0,Male,No,4.49,Lung Cancer,Medication,11.0,No
54.0,Female,No,3.93,Lung Cancer,Therapy,10.0,No
55.0,Female,No,5.16,Bronchitis,Surgery,11.0,No
,Female,No,1.36,Asthma,Surgery,8.0,
23.0,Male,No,4.45,COPD,Surgery,8.0,No
21.0,Female,Yes,3.67,,Medication,,Yes
25.0,Male,Yes,2.9,Asthma,Therapy,12.0,No
73.0,Male,No,2.7,Bronchitis,Surgery,9.0,Yes
,Male,Yes,4.1,COPD,Therapy,11.0,Yes
73.0,Female,No,5.45,COPD,Therapy,4.0,No
82.0,Female,Yes,3.48,COPD,Medication,1.0,Yes
37.0,Female,Yes,5.12,Bronchitis,Surgery,1.0,Yes
63.0,Male,Yes,3.01,,Therapy,5.0,No
53.0,,No,1.51,Pneumonia,Surgery,7.0,Yes
81.0,Female,Yes,1.31,COPD,Surgery,5.0,No
33.0,Female,No,1.26,COPD,Surgery,13.0,Yes
67.0,Female,No,2.9,Asthma,Therapy,3.0,Yes
34.0,Female,No,2.69,COPD,,11.0,Yes
81.0,Male,Yes,4.59,COPD,Medication,7.0,Yes
59.0,Male,Yes,4.71,Bronchitis,Therapy,1.0,No
72.0,,Yes,1.25,Lung Cancer,Surgery,11.0,No
43.0,Male,No,2.11,Asthma,Surgery,,No
45.0,Female,No,2.37,Asthma,Medication,12.0,
79.0,Male,Yes,3.74,Asthma,Therapy,2.0,Yes
60.0,Female,No,1.72,Bronchitis,Therapy,1.0,Yes
48.0,Male,Yes,1.67,Bronchitis,Medication,9.0,Yes
34.0,Male,Yes,5.72,,Therapy,4.0,No
64.0,Male,Yes,5.02,Bronchitis,Therapy,7.0,Yes
84.0,Female,Yes,1.9,Asthma,Medication,5.0,No
28.0,Female,No,3.03,Pneumonia,Medication,14.0,Yes
20.0,Male,Yes,2.78,Lung Cancer,Therapy,7.0,Yes
27.0,Female,Yes,4.96,COPD,Therapy,13.0,No
82.0,Male,Yes,3.55,COPD,Medication,,No
30.0,Male,Yes,,Pneumonia,Medication,7.0,No
27.0,,Yes,4.69,Lung Cancer,Surgery,1.0,No
54.0,Female,Yes,2.98,COPD,Therapy,,Yes
54.0,Male,Yes,2.31,Pneumonia,Therapy,11.0,No
52.0,Male,No,2.88,Bronchitis,Medication,3.0,No
24.0,,No,3.49,Asthma,Medication,10.0,Yes
60.0,,No,2.72,Lung Cancer,Surgery,2.0,Yes
47.0,Male,No,2.21,,,14.0,Yes
26.0,Female,Yes,2.99,Asthma,Medication,7.0,Yes
31.0,Male,No,1.1,Pneumonia,Therapy,3.0,No
,Female,No,,COPD,Surgery,7.0,No
52.0,,No,1.85,Asthma,Medication,9.0,Yes
67.0,Male,Yes,1.22,Bronchitis,Medication,12.0,No
42.0,Female,No,4.27,Lung Cancer,Medication,11.0,No
81.0,Female,No,4.87,Pneumonia,Therapy,1.0,Yes
56.0,Male,Yes,5.07,COPD,Medication,3.0,No
63.0,Female,No,3.47,Bronchitis,Medication,13.0,No
54.0,Male,Yes,2.03,Lung Cancer,,11.0,Yes
84.0,Male,No,4.69,Lung Cancer,Medication,6.0,No
66.0,Male,Yes,4.5,Bronchitis,Medication,13.0,
22.0,Female,No,2.23,COPD,Surgery,9.0,Yes
20.0,Male,No,5.52,Lung Cancer,Medication,5.0,No
24.0,Female,No,1.52,Pneumonia,Therapy,3.0,Yes
33.0,Male,Yes,5.91,Asthma,Surgery,8.0,Yes
46.0,,No,5.3,Pneumonia,,13.0,
28.0,Female,Yes,4.44,Lung Cancer,Therapy,,Yes
34.0,Male,Yes,5.69,Asthma,Medication,12.0,Yes
61.0,Female,Yes,4.61,Bronchitis,Surgery,5.0,Yes
70.0,Male,Yes,1.95,Asthma,Therapy,,No
82.0,Male,No,3.21,Asthma,Surgery,13.0,Yes
71.0,Male,,1.36,Asthma,Therapy,2.0,No
23.0,Male,,2.95,Lung Cancer,Therapy,4.0,Yes
42.0,Male,Yes,4.71,COPD,Medication,1.0,Yes
34.0,Female,No,2.93,Lung Cancer,Therapy,14.0,
62.0,Male,Yes,2.65,COPD,Therapy,13.0,No
,Female,Yes,3.98,Bronchitis,Medication,4.0,No
55.0,Female,Yes,5.36,Bronchitis,Therapy,1.0,Yes
32.0,Male,No,1.24,Bronchitis,Therapy,4.0,No
51.0,Female,No,,,Therapy,14.0,Yes
78.0,Male,Yes,1.79,Bronchitis,Therapy,2.0,Yes
47.0,Female,No,4.48,Pneumonia,Medication,6.0,No
85.0,Female,No,1.53,Lung Cancer,Medication,6.0,Yes
61.0,Female,Yes,4.32,COPD,Surgery,8.0,Yes
64.0,Male,Yes,2.43,Bronchitis,Therapy,9.0,No
81.0,Female,No,1.99,Pneumonia,Medication,8.0,Yes
76.0,Male,Yes,5.68,Pneumonia,,1.0,Yes
,,Yes,1.09,Pneumonia,Medication,13.0,No
47.0,Female,No,3.19,Lung Cancer,Surgery,3.0,No
47.0,Female,No,1.11,Bronchitis,Therapy,6.0,Yes
63.0,Female,Yes,3.42,,,1.0,Yes
49.0,Male,No,3.51,,Surgery,8.0,No
81.0,Male,Yes,2.61,Bronchitis,Surgery,14.0,No
81.0,Female,Yes,1.66,Lung Cancer,Medication,6.0,Yes
20.0,Female,No,2.88,Pneumonia,Therapy,1.0,No
46.0,Male,Yes,4.36,COPD,Medication,10.0,No
,Male,Yes,4.91,Asthma,Medication,2.0,
22.0,Male,Yes,3.65,Asthma,Therapy,6.0,Yes
89.0,Male,No,3.95,Asthma,Therapy,10.0,Yes
46.0,Female,No,2.0,,Therapy,14.0,Yes
28.0,,No,2.44,Pneumonia,Therapy,8.0,Yes
81.0,Male,Yes,1.81,Asthma,Medication,5.0,Yes
56.0,Male,Yes,2.25,Asthma,Therapy,1.0,No
70.0,Male,No,2.12,Bronchitis,Therapy,14.0,No
63.0,,No,3.6,Pneumonia,Therapy,10.0,No
43.0,Male,No,3.81,Pneumonia,Surgery,2.0,Yes
78.0,Male,Yes,5.72,Bronchitis,Therapy,4.0,Yes
51.0,Female,No,1.98,Pneumonia,Therapy,4.0,
71.0,Female,,4.21,COPD,Medication,7.0,No
81.0,Female,No,5.09,Lung Cancer,Surgery,2.0,No
,Male,Yes,3.8,Bronchitis,Medication,7.0,No
71.0,Male,,2.28,Asthma,Surgery,7.0,Yes
31.0,Male,No,2.31,Pneumonia,Medication,7.0,Yes
58.0,Female,Yes,1.2,COPD,Medication,13.0,No
21.0,Male,No,2.53,,Therapy,3.0,Yes
22.0,Male,Yes,4.72,Lung Cancer,Therapy,,Yes
75.0,Female,Yes,1.24,COPD,Surgery,12.0,Yes
,Male,No,2.1,Pneumonia,Surgery,6.0,Yes
21.0,Female,,4.53,Pneumonia,Surgery,4.0,No
21.0,Female,No,4.91,COPD,Therapy,1.0,No
73.0,Male,No,3.28,Pneumonia,Medication,9.0,Yes
20.0,Female,No,4.49,Pneumonia,Surgery,2.0,No
,Male,Yes,2.94,Asthma,Therapy,9.0,Yes
21.0,Female,,1.8,Bronchitis,Therapy,8.0,
72.0,Male,Yes,2.99,Pneumonia,Medication,1.0,No
,Female,No,3.9,Pneumonia,Medication,11.0,No
51.0,Male,No,5.74,Lung Cancer,Therapy,7.0,No
89.0,Female,Yes,,Bronchitis,Medication,13.0,No
51.0,Female,Yes,3.54,Bronchitis,Medication,10.0,No
87.0,Female,No,2.64,Bronchitis,Therapy,3.0,No
74.0,Male,Yes,3.54,COPD,Surgery,10.0,Yes
75.0,Male,No,1.12,Asthma,Surgery,,No
36.0,,Yes,2.57,Asthma,Therapy,10.0,Yes
57.0,Male,No,5.1,Lung Cancer,Surgery,14.0,No
43.0,Female,Yes,3.77,Bronchitis,Therapy,14.0,No
,Male,Yes,3.25,Bronchitis,Therapy,14.0,No
89.0,Female,No,2.43,Pneumonia,,9.0,Yes
30.0,Male,No,,COPD,Surgery,5.0,Yes
35.0,Female,No,2.92,COPD,Therapy,11.0,Yes
78.0,Female,Yes,5.18,,Surgery,3.0,Yes
89.0,Female,No,5.84,Asthma,Surgery,8.0,Yes
22.0,Female,No,3.19,Bronchitis,Surgery,12.0,No
39.0,Male,Yes,2.97,Lung Cancer,Therapy,3.0,Yes
78.0,Female,No,5.23,COPD,Medication,7.0,Yes
55.0,Male,No,3.13,COPD,Surgery,14.0,Yes
38.0,Male,No,3.76,COPD,Therapy,7.0,No
,Female,Yes,2.15,Bronchitis,Surgery,7.0,No
38.0,Male,Yes,4.72,Bronchitis,Medication,14.0,No
39.0,Male,Yes,3.66,,Surgery,12.0,Yes
71.0,Male,No,5.05,Pneumonia,Therapy,1.0,No
52.0,Female,Yes,4.9,Asthma,Surgery,11.0,Yes
59.0,Male,No,2.08,COPD,Surgery,5.0,No
58.0,Male,No,4.58,COPD,Surgery,,No
20.0,Female,No,5.0,Pneumonia,Medication,11.0,No
30.0,Female,Yes,2.73,COPD,Surgery,1.0,No
76.0,Male,Yes,1.86,COPD,Therapy,7.0,No
69.0,Female,No,1.01,,Surgery,13.0,Yes
42.0,Male,No,3.25,Bronchitis,Surgery,13.0,Yes
50.0,Male,Yes,2.76,Asthma,Surgery,8.0,No
61.0,Male,Yes,,COPD,Medication,7.0,Yes
26.0,Female,,1.94,Lung Cancer,Therapy,1.0,No
35.0,Male,No,5.3,COPD,Surgery,3.0,No
79.0,Female,Yes,2.29,COPD,Therapy,,No
21.0,Female,Yes,2.13,Asthma,Therapy,,No
20.0,Male,Yes,3.4,Lung Cancer,Medication,7.0,No
67.0,Female,No,3.49,COPD,Therapy,4.0,No
31.0,,Yes,2.08,Lung Cancer,Surgery,12.0,No
88.0,Female,No,2.36,Bronchitis,Medication,3.0,Yes
56.0,Female,No,1.85,Bronchitis,Medication,6.0,Yes
51.0,Female,No,4.59,Lung Cancer,Therapy,12.0,
28.0,Male,Yes,4.85,COPD,Medication,10.0,Yes
,Female,Yes,3.31,Lung Cancer,Therapy,6.0,No
,Male,Yes,4.57,Lung Cancer,Therapy,10.0,Yes
22.0,Male,No,,Bronchitis,Medication,5.0,Yes
39.0,Male,Yes,1.69,Lung Cancer,Surgery,12.0,No
,Male,,5.83,Pneumonia,Therapy,6.0,No
73.0,Male,Yes,5.11,Pneumonia,Medication,3.0,Yes
52.0,,Yes,2.02,Bronchitis,Medication,14.0,No
,Female,Yes,1.93,COPD,Therapy,13.0,Yes
55.0,Female,Yes,1.63,COPD,Therapy,10.0,No
57.0,Female,No,1.69,Bronchitis,Therapy,5.0,Yes
44.0,Male,No,,COPD,Therapy,9.0,Yes
37.0,Female,No,3.35,Asthma,Surgery,4.0,Yes
85.0,Female,No,4.91,Pneumonia,Surgery,11.0,No
73.0,,Yes,4.73,Asthma,Surgery,2.0,Yes
54.0,Male,No,4.02,Asthma,Surgery,5.0,No
,Female,No,4.43,Asthma,Medication,3.0,No
60.0,Male,No,1.09,Bronchitis,Therapy,12.0,
52.0,Female,Yes,2.56,Asthma,Medication,3.0,No
87.0,Male,No,4.19,Lung Cancer,Medication,4.0,No
52.0,Male,No,1.05,COPD,Surgery,12.0,Yes
,Male,Yes,1.16,Bronchitis,Medication,4.0,No
40.0,Female,Yes,5.26,Lung Cancer,Surgery,5.0,No
67.0,Female,No,,Lung Cancer,Therapy,,Yes
39.0,Male,No,2.33,Pneumonia,Surgery,4.0,Yes
27.0,Female,Yes,4.44,Pneumonia,Therapy,11.0,No
26.0,Male,No,4.96,Lung Cancer,Surgery,7.0,No
86.0,Male,Yes,2.53,Pneumonia,Medication,9.0,No
36.0,Female,No,1.18,COPD,Medication,3.0,Yes
,Female,No,5.66,COPD,,5.0,
67.0,Female,No,2.73,Pneumonia,Therapy,4.0,No
78.0,Male,No,1.53,,Therapy,9.0,Yes
41.0,Male,No,3.46,Lung Cancer,Surgery,5.0,Yes
49.0,Female,Yes,4.84,COPD,Medication,10.0,Yes
57.0,Male,Yes,2.11,,Therapy,2.0,No
70.0,Female,No,2.35,Pneumonia,Surgery,10.0,No
73.0,Male,No,2.21,COPD,Therapy,1.0,No
27.0,Female,No,5.96,COPD,Medication,7.0,Yes
46.0,Female,Yes,1.99,Asthma,Therapy,11.0,Yes
46.0,Male,Yes,3.88,Pneumonia,Surgery,1.0,No
40.0,Female,Yes,5.63,Pneumonia,Therapy,8.0,Yes
49.0,Female,Yes,1.73,Bronchitis,Therapy,9.0,
47.0,Male,Yes,5.85,Asthma,,7.0,Yes
83.0,Female,Yes,5.74,COPD,Medication,9.0,Yes
88.0,Male,Yes,5.42,COPD,Medication,10.0,No
80.0,Female,Yes,2.07,Lung Cancer,Medication,,No
67.0,Male,No,,COPD,Surgery,,Yes
38.0,Female,Yes,4.8,Pneumonia,,3.0,Yes
23.0,Female,Yes,5.93,COPD,Therapy,14.0,Yes
54.0,Female,Yes,1.9,Pneumonia,Therapy,14.0,Yes
83.0,Female,Yes,4.83,Pneumonia,Therapy,9.0,Yes
68.0,Male,No,2.69,Asthma,Surgery,3.0,No
36.0,Male,Yes,1.88,COPD,Medication,6.0,Yes
63.0,Male,No,3.11,Asthma,Therapy,4.0,No
49.0,Male,No,4.97,Pneumonia,Therapy,9.0,No
65.0,Male,No,3.32,COPD,Medication,1.0,Yes
25.0,Male,Yes,3.69,COPD,Medication,9.0,No
56.0,Male,Yes,5.98,Asthma,Therapy,12.0,Yes
43.0,Female,Yes,3.0,Asthma,Medication,4.0,Yes
65.0,Female,No,4.08,Pneumonia,Therapy,10.0,Yes
72.0,,No,,Pneumonia,Therapy,5.0,No
79.0,Female,No,2.96,COPD,Therapy,11.0,No
82.0,Male,No,4.48,COPD,,13.0,
51.0,Male,Yes,5.69,Bronchitis,,1.0,Yes
52.0,Male,Yes,,Bronchitis,Therapy,14.0,No
86.0,Female,Yes,,Lung Cancer,Medication,1.0,No
37.0,,,,Pneumonia,Surgery,6.0,No
44.0,Female,No,2.06,Lung Cancer,Surgery,10.0,Yes
73.0,Male,Yes,3.51,Lung Cancer,Therapy,,No
77.0,Male,Yes,1.1,Asthma,Medication,1.0,Yes
86.0,Male,No,2.26,Asthma,Therapy,13.0,No
65.0,Male,Yes,3.59,Bronchitis,Medication,2.0,No
43.0,Female,Yes,,Lung Cancer,Therapy,13.0,
51.0,Female,No,2.32,Bronchitis,Therapy,14.0,Yes
66.0,Male,No,3.57,Pneumonia,Surgery,3.0,Yes
42.0,Female,No,3.87,COPD,Medication,7.0,No
85.0,Male,Yes,5.63,Asthma,Medication,2.0,
46.0,Male,No,,Pneumonia,Surgery,5.0,Yes
21.0,,Yes,3.07,Pneumonia,Surgery,9.0,Yes
36.0,Male,Yes,5.65,Asthma,Surgery,12.0,No
52.0,Female,No,4.92,Asthma,Surgery,12.0,No
,Male,Yes,2.0,Lung Cancer,Medication,10.0,Yes
62.0,Male,No,1.65,Bronchitis,Medication,8.0,No
67.0,Female,No,4.38,Pneumonia,Surgery,12.0,Yes
58.0,Male,Yes,3.8,Lung Cancer,Therapy,8.0,No
61.0,Female,Yes,4.95,Lung Cancer,Therapy,11.0,No
45.0,Male,No,4.69,Pneumonia,Therapy,,No
69.0,Male,No,4.13,Pneumonia,Therapy,1.0,No
44.0,Male,No,5.93,,Medication,9.0,
,Male,No,3.67,Bronchitis,Medication,10.0,
32.0,Male,No,1.57,Pneumonia,Medication,12.0,No
79.0,Male,,5.14,Asthma,Therapy,4.0,
26.0,Female,Yes,2.26,COPD,Surgery,9.0,No
76.0,Male,Yes,4.89,Bronchitis,Therapy,11.0,No
55.0,Female,Yes,5.79,Asthma,Medication,14.0,No
,Female,Yes,4.48,Asthma,Therapy,12.0,Yes
39.0,Male,No,3.98,Bronchitis,Surgery,11.0,No
84.0,Female,Yes,3.3,COPD,Surgery,7.0,Yes
27.0,,Yes,,Asthma,Therapy,12.0,Yes
35.0,Female,No,2.77,Lung Cancer,,6.0,Yes
33.0,Male,Yes,4.18,Bronchitis,Medication,10.0,Yes
34.0,Female,No,4.76,Bronchitis,Medication,13.0,No
85.0,Female,No,4.39,Pneumonia,Therapy,9.0,
51.0,Male,No,1.99,COPD,Medication,10.0,No
82.0,Female,No,3.47,Lung Cancer,Therapy,4.0,
70.0,Male,No,4.96,Lung Cancer,Medication,14.0,No
44.0,Male,Yes,3.38,Pneumonia,Surgery,1.0,Yes
77.0,Male,Yes,3.68,Asthma,Surgery,5.0,Yes
82.0,Male,,4.86,Asthma,Medication,,No
81.0,Male,No,4.31,Lung Cancer,Therapy,6.0,Yes
41.0,Female,Yes,3.05,COPD,Medication,6.0,Yes
77.0,Female,Yes,5.48,Asthma,Therapy,12.0,Yes
77.0,Female,Yes,1.81,Bronchitis,Surgery,1.0,Yes
68.0,Male,Yes,5.98,Pneumonia,Therapy,7.0,No
,Female,No,1.59,COPD,Medication,8.0,Yes
61.0,Female,Yes,1.07,Asthma,Surgery,12.0,Yes
89.0,Female,No,5.45,Lung Cancer,Therapy,5.0,
34.0,Female,No,2.22,Pneumonia,Therapy,2.0,No
73.0,Female,Yes,4.65,Asthma,Surgery,2.0,No
79.0,Male,No,5.06,Lung Cancer,Medication,11.0,
,Male,No,5.29,Asthma,Surgery,5.0,No
72.0,Female,No,5.96,Pneumonia,Medication,7.0,No
79.0,Male,No,2.47,Bronchitis,Medication,7.0,No
24.0,Male,No,4.55,Bronchitis,Therapy,13.0,No
,Female,No,1.58,Lung Cancer,Medication,4.0,Yes
25.0,Female,No,3.03,Bronchitis,Medication,11.0,Yes
66.0,Male,Yes,5.24,Pneumonia,Surgery,14.0,No
74.0,,Yes,2.84,Lung Cancer,Surgery,3.0,No
59.0,Male,No,3.96,Asthma,Medication,9.0,No
71.0,Male,No,3.52,COPD,Therapy,12.0,No
35.0,,Yes,4.23,Asthma,Surgery,14.0,No
32.0,Male,Yes,,Pneumonia,Therapy,14.0,No
49.0,Male,Yes,1.28,Lung Cancer,Surgery,7.0,No
38.0,Male,Yes,3.87,,Surgery,2.0,
36.0,Female,No,5.32,Lung Cancer,Medication,1.0,Yes
82.0,Female,No,3.41,Bronchitis,Surgery,11.0,No
38.0,,Yes,1.39,COPD,Surgery,2.0,No
77.0,Female,Yes,3.8,Pneumonia,,13.0,Yes
,Male,Yes,2.66,Asthma,Surgery,12.0,Yes
81.0,Female,,1.77,COPD,Surgery,3.0,No
42.0,Female,No,5.25,Pneumonia,Therapy,,Yes
28.0,Female,Yes,3.61,Pneumonia,Medication,14.0,Yes
31.0,Female,Yes,5.67,Bronchitis,Medication,3.0,No
20.0,Male,Yes,5.03,,Surgery,10.0,Yes
77.0,Male,No,,Lung Cancer,Surgery,9.0,No
20.0,,No,1.03,COPD,Therapy,10.0,Yes
53.0,Female,No,3.14,Bronchitis,Medication,4.0,No
67.0,Female,Yes,1.99,Pneumonia,Medication,7.0,Yes
20.0,Male,Yes,5.55,Bronchitis,Medication,4.0,Yes
35.0,Female,Yes,1.87,Bronchitis,Therapy,3.0,No
80.0,Female,No,2.43,COPD,Therapy,10.0,Yes
83.0,Male,No,3.58,Lung Cancer,Therapy,1.0,Yes
82.0,Male,Yes,2.32,Bronchitis,Surgery,14.0,No
88.0,Female,Yes,2.05,Bronchitis,Medication,12.0,Yes
41.0,Female,No,4.0,Bronchitis,Surgery,9.0,Yes
86.0,Female,Yes,1.44,Asthma,Surgery,13.0,No
45.0,Male,Yes,1.29,Bronchitis,Therapy,11.0,No
35.0,Male,Yes,2.86,Bronchitis,Medication,1.0,No
70.0,Male,No,4.6,Pneumonia,Surgery,,No
76.0,Male,Yes,3.77,Asthma,Medication,13.0,No
48.0,Female,Yes,3.11,Bronchitis,Surgery,1.0,No
88.0,Male,Yes,3.83,Bronchitis,Therapy,1.0,No
66.0,Male,Yes,2.83,COPD,Surgery,14.0,No
81.0,Female,No,5.68,COPD,Therapy,5.0,
88.0,Female,No,1.27,Asthma,Medication,7.0,Yes
35.0,Female,No,4.37,Pneumonia,Surgery,7.0,No
67.0,Male,Yes,5.46,Asthma,Surgery,10.0,Yes
58.0,Female,,5.02,Asthma,Therapy,1.0,No
52.0,Female,Yes,1.92,COPD,Therapy,6.0,Yes
42.0,Male,No,2.48,COPD,Medication,9.0,Yes
29.0,Male,Yes,4.59,Pneumonia,Therapy,6.0,No
88.0,Female,No,1.42,Bronchitis,,4.0,Yes
53.0,,No,5.06,Pneumonia,Surgery,,Yes
71.0,,No,4.59,Bronchitis,Medication,9.0,Yes
29.0,Female,Yes,4.65,Lung Cancer,Medication,13.0,No
,,Yes,1.5,COPD,Medication,,Yes
77.0,Female,,4.59,Lung Cancer,Surgery,13.0,Yes
20.0,Male,,4.4,Lung Cancer,Surgery,10.0,No
88.0,Male,Yes,5.15,COPD,Therapy,4.0,Yes
23.0,Male,Yes,1.21,Lung Cancer,Medication,4.0,Yes
35.0,Female,Yes,1.12,Asthma,,4.0,Yes
43.0,Male,Yes,2.87,,Medication,6.0,Yes
21.0,Male,Yes,1.74,Pneumonia,Medication,13.0,No
51.0,Female,Yes,3.79,COPD,Medication,11.0,No
43.0,Female,No,5.59,Asthma,Surgery,11.0,No
31.0,Female,No,2.96,Pneumonia,Medication,7.0,Yes
69.0,Female,Yes,5.22,Pneumonia,Medication,14.0,No
54.0,Male,No,1.0,Pneumonia,Therapy,9.0,Yes
52.0,Male,No,1.84,Lung Cancer,Medication,14.0,Yes
52.0,Male,Yes,1.15,Lung Cancer,Therapy,11.0,No
80.0,Female,Yes,2.64,Lung Cancer,Medication,3.0,No
70.0,Female,No,5.54,Lung Cancer,Therapy,8.0,No
,Male,Yes,1.48,Asthma,Surgery,8.0,Yes
31.0,Female,No,4.03,Lung Cancer,Surgery,,Yes
,Female,No,3.26,COPD,Medication,5.0,Yes
84.0,Male,No,5.69,Pneumonia,Therapy,13.0,
52.0,Male,Yes,1.61,,Surgery,10.0,No
59.0,Female,No,2.06,Lung Cancer,Medication,5.0,No
62.0,Female,Yes,1.15,Pneumonia,Medication,12.0,
63.0,Female,Yes,3.17,Asthma,Therapy,8.0,Yes
48.0,Male,Yes,2.39,Pneumonia,Therapy,8.0,No
32.0,Male,Yes,5.35,Asthma,Medication,12.0,No
31.0,Male,Yes,4.02,Bronchitis,Therapy,,
65.0,Male,No,,Asthma,,3.0,No
21.0,Male,Yes,3.66,Lung Cancer,Surgery,2.0,Yes
54.0,Female,Yes,1.46,Pneumonia,Therapy,1.0,Yes
27.0,Female,Yes,3.23,Pneumonia,Medication,2.0,Yes
45.0,Female,Yes,6.0,Pneumonia,Therapy,10.0,Yes
53.0,Male,Yes,5.18,COPD,Medication,6.0,No
26.0,Male,No,5.47,COPD,Medication,12.0,No
87.0,Male,Yes,5.12,Lung Cancer,,1.0,Yes
77.0,Female,Yes,1.52,Bronchitis,Therapy,6.0,Yes
48.0,Male,,2.14,COPD,Therapy,1.0,Yes
55.0,Male,Yes,1.02,Asthma,Surgery,2.0,Yes
,Female,No,2.52,Lung Cancer,Surgery,8.0,
55.0,Male,No,1.54,Bronchitis,Therapy,14.0,No
29.0,Female,No,3.36,Asthma,Medication,6.0,Yes
43.0,Male,No,4.39,Pneumonia,Therapy,9.0,No
83.0,Male,Yes,5.37,COPD,Surgery,1.0,Yes
68.0,Female,Yes,4.75,Asthma,Surgery,5.0,Yes
55.0,Female,No,5.69,Bronchitis,Therapy,7.0,Yes
43.0,Female,No,1.27,Lung Cancer,Medication,9.0,Yes
42.0,Female,Yes,1.06,Asthma,Medication,14.0,No
81.0,Female,No,4.31,Lung Cancer,Surgery,11.0,
56.0,Female,No,2.45,Pneumonia,Surgery,9.0,No
31.0,Male,No,2.27,Bronchitis,Surgery,4.0,Yes
74.0,Male,Yes,2.65,Bronchitis,Medication,13.0,No
32.0,Female,,2.35,COPD,Surgery,4.0,Yes
42.0,Male,Yes,3.56,Bronchitis,,4.0,Yes
49.0,Female,Yes,3.2,Asthma,Medication,3.0,No
36.0,Male,Yes,3.56,Asthma,Surgery,8.0,Yes
81.0,Female,No,4.36,Asthma,Surgery,5.0,
32.0,Male,No,2.94,,Therapy,7.0,No
78.0,Male,Yes,2.26,Bronchitis,Surgery,10.0,No
38.0,Male,,1.83,Bronchitis,Therapy,6.0,Yes
68.0,Male,Yes,2.75,Asthma,Surgery,14.0,No
31.0,Male,No,4.71,COPD,Surgery,,No
80.0,Female,No,4.78,COPD,Therapy,14.0,No
,Female,,4.33,Bronchitis,Surgery,3.0,Yes
28.0,Female,Yes,2.17,Bronchitis,Therapy,6.0,Yes
47.0,Male,No,3.94,Lung Cancer,Surgery,3.0,No
71.0,Female,Yes,3.85,Bronchitis,Therapy,2.0,Yes
35.0,Male,No,3.42,Asthma,Therapy,3.0,Yes
88.0,Male,No,3.75,Pneumonia,Surgery,2.0,No
31.0,Male,Yes,3.46,,Surgery,2.0,
44.0,Female,Yes,3.83,Bronchitis,Therapy,10.0,No
71.0,Male,No,4.58,Asthma,Medication,11.0,Yes
72.0,Female,No,1.55,Lung Cancer,Surgery,7.0,Yes
42.0,Female,No,4.75,Bronchitis,Surgery,10.0,Yes
35.0,Male,No,1.68,,Medication,3.0,Yes
76.0,Male,No,1.33,COPD,Medication,,No
58.0,Female,Yes,5.88,COPD,Therapy,13.0,No
72.0,Female,No,5.78,Pneumonia,Surgery,2.0,No
61.0,Female,No,1.3,Pneumonia,Therapy,11.0,No
77.0,Female,No,3.22,Bronchitis,Surgery,11.0,No
,,Yes,1.93,Bronchitis,Medication,7.0,Yes
33.0,Female,Yes,3.43,Bronchitis,Therapy,3.0,No
24.0,Male,No,5.15,Pneumonia,Surgery,9.0,Yes
54.0,Female,No,5.75,Bronchitis,Surgery,7.0,Yes
37.0,Female,Yes,4.17,Asthma,Medication,9.0,No
28.0,Female,Yes,2.77,Lung Cancer,Medication,2.0,Yes
77.0,Female,Yes,4.02,COPD,Surgery,6.0,Yes
36.0,Male,Yes,2.56,COPD,Medication,,No
26.0,Male,No,5.55,Asthma,Medication,14.0,Yes
65.0,Female,Yes,5.35,Bronchitis,,2.0,No
32.0,Female,No,3.79,Pneumonia,,4.0,No
,Female,No,2.62,Bronchitis,Therapy,4.0,Yes
61.0,Male,Yes,2.47,,Medication,8.0,Yes
28.0,Male,Yes,1.17,COPD,Surgery,13.0,
69.0,Male,Yes,5.08,COPD,Medication,7.0,Yes
,Male,Yes,3.25,Pneumonia,Medication,13.0,No
85.0,Male,No,2.63,COPD,Surgery,5.0,No
24.0,Male,No,3.36,Bronchitis,Medication,9.0,No
48.0,Female,,5.09,Asthma,Therapy,1.0,
56.0,Male,Yes,1.62,Pneumonia,Surgery,4.0,No
57.0,Male,No,,Asthma,Medication,5.0,No
27.0,Female,Yes,5.49,Bronchitis,Medication,8.0,Yes
84.0,Male,No,5.73,Pneumonia,Medication,3.0,No
,Female,Yes,2.99,Asthma,Surgery,14.0,Yes
64.0,,No,2.09,Pneumonia,Therapy,12.0,Yes
23.0,Female,No,2.87,Bronchitis,Medication,5.0,Yes
55.0,Female,Yes,2.66,Pneumonia,Medication,3.0,No
89.0,Female,,1.88,Bronchitis,,13.0,No
50.0,Female,No,4.04,Pneumonia,Surgery,7.0,Yes
38.0,Female,Yes,3.38,,Medication,10.0,No
80.0,Male,Yes,5.33,,Medication,3.0,Yes
73.0,Male,Yes,,Bronchitis,Medication,7.0,No
58.0,Female,Yes,,,Surgery,14.0,No
38.0,Female,Yes,4.81,Pneumonia,Therapy,2.0,No
58.0,Female,No,4.8,Asthma,Surgery,7.0,Yes
86.0,Male,,5.43,COPD,Therapy,9.0,Yes
64.0,Female,No,4.65,COPD,Therapy,12.0,Yes
32.0,Female,,5.64,Pneumonia,Surgery,5.0,No
77.0,Female,Yes,2.66,Lung Cancer,Medication,12.0,No
39.0,Female,No,3.52,,Therapy,6.0,
80.0,Male,No,1.07,Bronchitis,Medication,13.0,
58.0,Female,Yes,1.03,Pneumonia,Therapy,10.0,Yes
20.0,Female,No,2.2,Pneumonia,Medication,11.0,No
22.0,Male,Yes,1.5,Lung Cancer,,,Yes
81.0,Female,Yes,2.3,Bronchitis,Surgery,13.0,No
82.0,Female,Yes,1.89,Bronchitis,Medication,10.0,No
,Male,No,,Lung Cancer,Therapy,5.0,Yes
75.0,Male,No,5.55,Asthma,Medication,13.0,No
52.0,Male,,1.04,Bronchitis,Medication,5.0,No
57.0,,No,,Asthma,Medication,3.0,No
25.0,Female,Yes,1.76,Asthma,Therapy,8.0,No
77.0,Male,No,5.56,Pneumonia,Therapy,6.0,Yes
63.0,Male,Yes,5.46,Pneumonia,Therapy,13.0,No
64.0,Male,No,4.27,COPD,Medication,3.0,Yes
51.0,Female,No,4.36,Pneumonia,Surgery,1.0,No
64.0,Female,No,1.03,Bronchitis,Therapy,10.0,Yes
,Male,No,5.92,Bronchitis,Medication,1.0,No
66.0,Female,,,Asthma,Therapy,13.0,Yes
40.0,Male,Yes,5.48,Bronchitis,Surgery,11.0,No
55.0,,No,4.3,Pneumonia,Medication,10.0,Yes
38.0,Female,No,2.72,Pneumonia,Therapy,12.0,Yes
39.0,Female,No,5.47,Pneumonia,Therapy,2.0,Yes
76.0,Female,No,2.46,Lung Cancer,Surgery,10.0,No
37.0,,Yes,3.81,Bronchitis,Therapy,5.0,No
66.0,Female,No,1.5,COPD,Medication,7.0,Yes
68.0,Female,Yes,5.61,Bronchitis,,1.0,No
,Male,No,1.7,Bronchitis,Surgery,1.0,Yes
34.0,Female,Yes,2.12,Lung Cancer,Surgery,4.0,Yes
50.0,Male,Yes,3.79,,Surgery,13.0,No
20.0,Male,Yes,4.82,Asthma,Medication,10.0,No
73.0,,Yes,4.1,Pneumonia,Surgery,6.0,No
22.0,Female,Yes,2.16,Pneumonia,Therapy,9.0,No
35.0,Male,No,1.0,Lung Cancer,Therapy,1.0,No
76.0,Male,Yes,4.79,Pneumonia,,11.0,No
31.0,Male,,5.93,Asthma,Therapy,10.0,
35.0,Female,Yes,5.05,,Surgery,,Yes
43.0,Male,Yes,3.3,,Therapy,9.0,Yes
47.0,Male,No,5.52,Pneumonia,Surgery,8.0,No
27.0,Male,Yes,3.05,,Therapy,7.0,Yes
55.0,,Yes,3.62,Asthma,Medication,13.0,No
27.0,Male,Yes,3.39,Asthma,Surgery,10.0,No
77.0,,Yes,3.24,Pneumonia,Therapy,2.0,No
79.0,Female,No,4.88,COPD,Medication,9.0,Yes
69.0,Male,Yes,3.63,Bronchitis,Therapy,,Yes
47.0,Female,,2.58,COPD,Medication,13.0,No
60.0,Male,No,2.29,COPD,Therapy,8.0,Yes
83.0,Female,No,1.19,Pneumonia,Surgery,13.0,No
46.0,Female,Yes,3.92,Bronchitis,Surgery,11.0,No
82.0,Male,Yes,2.15,Pneumonia,Surgery,10.0,Yes
36.0,Male,No,1.74,Pneumonia,Surgery,10.0,No
52.0,Male,Yes,4.27,Asthma,Surgery,9.0,No
48.0,,No,4.41,Pneumonia,Therapy,9.0,No
32.0,Female,Yes,4.76,Lung Cancer,Therapy,9.0,No
65.0,Male,No,3.52,Bronchitis,Therapy,3.0,Yes
54.0,Male,No,5.47,Asthma,Therapy,7.0,Yes
25.0,Female,,5.68,Bronchitis,Surgery,12.0,No
88.0,Female,Yes,5.04,Asthma,Medication,1.0,No
66.0,Female,Yes,4.18,Lung Cancer,Surgery,9.0,
44.0,Male,Yes,2.52,Pneumonia,,14.0,
85.0,Female,Yes,5.91,Asthma,Surgery,9.0,Yes
29.0,Male,No,2.37,Asthma,Surgery,3.0,Yes
75.0,Female,No,2.01,Asthma,Surgery,5.0,
49.0,Female,No,3.21,Lung Cancer,Medication,12.0,Yes
24.0,Male,Yes,1.28,Bronchitis,Surgery,13.0,No
,Male,Yes,5.89,Lung Cancer,Surgery,8.0,Yes
,Male,Yes,3.94,Asthma,Medication,6.0,Yes
37.0,Female,No,3.78,Asthma,Surgery,10.0,No
68.0,Female,Yes,4.28,Pneumonia,Surgery,10.0,Yes
30.0,Female,Yes,3.49,Lung Cancer,Surgery,9.0,No
45.0,Male,No,1.16,Lung Cancer,Surgery,14.0,No
82.0,Female,No,4.06,COPD,Surgery,,Yes
78.0,Male,Yes,4.58,Bronchitis,,3.0,Yes
46.0,Male,No,3.08,COPD,Surgery,12.0,Yes
68.0,Male,Yes,4.79,COPD,Medication,7.0,Yes
52.0,,No,2.14,Bronchitis,Surgery,13.0,No
20.0,Female,No,2.11,Pneumonia,Therapy,6.0,No
40.0,,No,1.81,Pneumonia,Medication,14.0,Yes
74.0,Female,Yes,2.86,Bronchitis,Medication,5.0,No
25.0,Male,Yes,5.24,Bronchitis,Surgery,4.0,No
88.0,Male,Yes,5.14,Lung Cancer,Therapy,5.0,No
24.0,Female,,2.91,Lung Cancer,Surgery,13.0,Yes
22.0,Male,No,3.95,Lung Cancer,Therapy,4.0,No
72.0,Male,No,4.6,Lung Cancer,Therapy,3.0,No
42.0,Female,No,2.21,Asthma,Surgery,7.0,No
72.0,Male,Yes,1.84,,Therapy,6.0,Yes
56.0,Male,Yes,5.86,Pneumonia,Surgery,4.0,No
36.0,,Yes,4.09,Asthma,Therapy,9.0,No
,Male,No,5.91,Asthma,,1.0,No
70.0,Male,No,2.69,Lung Cancer,Surgery,,No
64.0,Male,Yes,4.52,Lung Cancer,Therapy,9.0,No
23.0,Male,No,2.11,Bronchitis,Medication,7.0,No
81.0,Female,Yes,2.31,Lung Cancer,Medication,2.0,No
84.0,Female,No,3.56,Bronchitis,,11.0,Yes
,Male,No,2.6,Bronchitis,,10.0,Yes
53.0,Male,Yes,1.84,Asthma,Surgery,5.0,Yes
58.0,Female,Yes,2.31,Lung Cancer,Therapy,13.0,
45.0,Female,No,1.18,Asthma,Medication,4.0,Yes
,Female,Yes,4.52,Lung Cancer,Therapy,1.0,Yes
73.0,Female,Yes,3.46,Asthma,Therapy,12.0,No
,Female,No,,Asthma,Therapy,13.0,Yes
69.0,Male,No,1.86,Asthma,Surgery,9.0,Yes
31.0,Female,No,1.51,Pneumonia,Surgery,6.0,Yes
84.0,Female,Yes,4.06,Asthma,Medication,11.0,Yes
,Female,No,1.47,COPD,Therapy,,No
24.0,Male,No,4.77,COPD,Surgery,14.0,No
76.0,Male,No,1.1,COPD,Surgery,12.0,No
36.0,Male,No,2.25,Bronchitis,Surgery,6.0,No
,Male,No,5.45,Asthma,Medication,4.0,Yes
42.0,Male,Yes,4.59,COPD,Surgery,13.0,No
33.0,Male,No,1.36,Bronchitis,Therapy,2.0,Yes
85.0,,No,5.11,COPD,Surgery,8.0,No
70.0,Male,Yes,3.47,Lung Cancer,Surgery,8.0,Yes
57.0,Male,No,5.23,Pneumonia,Medication,3.0,Yes
83.0,Female,No,4.0,Asthma,,7.0,No
57.0,Male,Yes,4.41,Pneumonia,Surgery,14.0,No
69.0,Female,No,5.97,Pneumonia,Therapy,7.0,No
49.0,Female,Yes,2.16,Lung Cancer,,14.0,No
70.0,Male,No,4.12,Lung Cancer,Surgery,5.0,No
82.0,Female,Yes,3.3,Lung Cancer,Medication,5.0,No
71.0,Female,Yes,1.2,Bronchitis,Therapy,8.0,No
57.0,Female,No,1.07,COPD,Surgery,4.0,Yes
49.0,Female,Yes,1.6,Asthma,Therapy,1.0,No
70.0,Male,,4.25,Lung Cancer,,1.0,Yes
24.0,Female,No,3.84,Asthma,Therapy,,Yes
48.0,Male,No,3.77,Asthma,Surgery,4.0,No
23.0,Female,Yes,1.16,Asthma,Therapy,1.0,Yes
29.0,Female,No,3.35,Lung Cancer,Therapy,13.0,
75.0,Female,Yes,5.62,Lung Cancer,Medication,2.0,Yes
36.0,,Yes,2.99,COPD,Surgery,10.0,No
36.0,Male,No,4.12,Lung Cancer,,7.0,
88.0,,No,4.9,Lung Cancer,Therapy,2.0,No
53.0,Female,Yes,4.92,Asthma,,1.0,No
25.0,Female,No,3.6,COPD,Therapy,10.0,No
72.0,Female,No,5.29,Pneumonia,Therapy,14.0,Yes
85.0,Female,Yes,2.96,Lung Cancer,,9.0,No
62.0,Male,Yes,5.44,Lung Cancer,Medication,14.0,No
42.0,Female,Yes,2.2,Pneumonia,,5.0,Yes
74.0,Male,Yes,2.4,,Surgery,14.0,No
35.0,Female,Yes,1.27,COPD,Therapy,13.0,
27.0,Male,Yes,,Asthma,Therapy,4.0,No
23.0,,No,3.09,Bronchitis,Medication,4.0,Yes
,Female,Yes,,Lung Cancer,,14.0,No
,Female,No,2.16,Bronchitis,Medication,11.0,No
44.0,Male,No,5.51,Lung Cancer,Therapy,13.0,Yes
86.0,Female,Yes,5.17,Bronchitis,,1.0,Yes
86.0,Female,No,3.77,Pneumonia,Surgery,,Yes
46.0,Male,Yes,4.08,Lung Cancer,,13.0,Yes
51.0,Male,No,3.37,Lung Cancer,Medication,1.0,Yes
69.0,Male,Yes,2.96,Bronchitis,Therapy,5.0,No
80.0,Male,Yes,5.58,COPD,Therapy,5.0,No
70.0,Female,Yes,1.63,Bronchitis,Surgery,9.0,Yes
38.0,Male,Yes,3.09,Lung Cancer,Surgery,13.0,Yes
,,No,2.72,Lung Cancer,Surgery,8.0,Yes
24.0,Male,No,3.49,COPD,Therapy,5.0,
61.0,,No,3.29,Asthma,Therapy,5.0,No
80.0,Male,No,3.59,COPD,Surgery,7.0,Yes
41.0,Female,No,1.7,Asthma,Therapy,12.0,No
40.0,Male,Yes,3.57,Lung Cancer,Surgery,2.0,Yes
89.0,Male,Yes,2.21,Pneumonia,Surgery,,No
20.0,Female,Yes,1.92,,Medication,7.0,Yes
,Male,Yes,1.32,Bronchitis,Surgery,1.0,Yes
31.0,Male,Yes,4.81,COPD,Medication,14.0,No
65.0,Female,No,3.14,COPD,Surgery,5.0,No
53.0,Male,Yes,4.13,Pneumonia,Therapy,12.0,Yes
68.0,Male,Yes,4.64,Asthma,Medication,12.0,Yes
64.0,Male,No,4.4,COPD,Therapy,6.0,
46.0,Male,No,3.35,Asthma,Therapy,13.0,Yes
45.0,Female,Yes,2.94,Asthma,Surgery,11.0,Yes
66.0,Male,Yes,2.88,Asthma,Surgery,14.0,Yes
75.0,Female,No,4.2,Asthma,Therapy,10.0,Yes
82.0,Male,Yes,3.47,,Surgery,1.0,Yes
67.0,Female,Yes,5.25,Bronchitis,Surgery,9.0,Yes
80.0,Male,Yes,,Pneumonia,Surgery,9.0,No
45.0,Female,No,1.85,Bronchitis,Therapy,1.0,No
55.0,Male,Yes,1.68,COPD,Medication,4.0,Yes
20.0,Female,Yes,4.15,Bronchitis,Medication,8.0,Yes
27.0,Female,No,2.51,COPD,Therapy,2.0,No
71.0,,No,1.09,COPD,Surgery,13.0,
66.0,Female,No,5.44,Asthma,Surgery,13.0,No
75.0,Male,Yes,2.13,Pneumonia,Medication,11.0,No
33.0,Male,No,5.65,Asthma,Therapy,13.0,Yes
47.0,Male,Yes,4.59,Asthma,Therapy,8.0,Yes
21.0,Male,No,4.81,,Surgery,10.0,Yes
45.0,Male,Yes,2.01,,Surgery,13.0,No
33.0,Female,No,2.17,COPD,Surgery,12.0,No
78.0,Male,,3.61,Bronchitis,Therapy,14.0,Yes
75.0,Male,,1.86,Bronchitis,Medication,,Yes
26.0,Male,No,,Lung Cancer,Therapy,9.0,Yes
22.0,Male,No,2.61,COPD,Therapy,9.0,No
42.0,Male,Yes,1.8,COPD,Therapy,14.0,Yes
37.0,,No,2.03,Lung Cancer,Medication,1.0,No
57.0,Female,Yes,4.94,COPD,Surgery,9.0,Yes
34.0,Female,No,1.84,Pneumonia,,4.0,Yes
83.0,Male,No,1.14,Pneumonia,Therapy,12.0,No
47.0,Female,Yes,4.15,Lung Cancer,Therapy,12.0,No
58.0,,No,5.88,Bronchitis,Medication,8.0,No
76.0,Male,No,,,Medication,13.0,No
36.0,Male,Yes,1.59,,Surgery,14.0,No
63.0,Male,Yes,3.85,Pneumonia,Therapy,9.0,No
44.0,Male,,,,Medication,,Yes
36.0,Female,Yes,4.92,Lung Cancer,Medication,6.0,No
32.0,Female,No,4.11,COPD,Therapy,3.0,Yes
44.0,Female,No,2.58,Pneumonia,Therapy,1.0,Yes
87.0,Female,Yes,3.71,COPD,Therapy,10.0,Yes
29.0,Male,Yes,1.46,Lung Cancer,Therapy,6.0,No
86.0,Female,Yes,4.39,Pneumonia,Therapy,5.0,No
37.0,,Yes,4.63,COPD,Therapy,3.0,Yes
53.0,Female,Yes,5.83,Bronchitis,Medication,14.0,Yes
27.0,Female,Yes,2.3,Bronchitis,Therapy,14.0,Yes
59.0,,No,1.09,Asthma,Surgery,4.0,
61.0,Female,No,3.73,Lung Cancer,Therapy,2.0,Yes
,Male,Yes,4.53,COPD,Surgery,12.0,No
,Female,No,4.95,Asthma,Surgery,10.0,Yes
71.0,Female,No,1.97,Lung Cancer,Surgery,10.0,No
45.0,Male,No,2.31,Bronchitis,Therapy,,No
83.0,,No,3.56,COPD,Therapy,14.0,Yes
78.0,Female,Yes,2.65,Pneumonia,Surgery,4.0,No
75.0,Male,No,5.3,Bronchitis,Therapy,4.0,Yes
78.0,Male,No,3.37,Pneumonia,Medication,3.0,
89.0,Male,Yes,5.0,Pneumonia,,6.0,Yes
52.0,Female,Yes,3.9,COPD,Medication,1.0,Yes
72.0,Male,Yes,4.87,COPD,Medication,9.0,Yes
41.0,Female,Yes,2.66,Pneumonia,Therapy,11.0,No
40.0,Female,No,5.16,Asthma,Surgery,10.0,Yes
89.0,Female,Yes,2.37,Pneumonia,Therapy,3.0,No
89.0,Female,No,3.73,Pneumonia,Medication,3.0,Yes
23.0,Male,No,2.07,COPD,Therapy,12.0,Yes
81.0,Female,Yes,3.38,Lung Cancer,Therapy,3.0,No
81.0,Male,Yes,2.59,Bronchitis,Medication,7.0,Yes
,Female,Yes,2.33,COPD,Surgery,8.0,Yes
74.0,Male,Yes,5.83,Asthma,Therapy,2.0,No
28.0,Female,Yes,1.8,Bronchitis,Therapy,1.0,No
22.0,Male,Yes,4.94,COPD,Medication,5.0,Yes
50.0,Female,No,5.92,COPD,,8.0,Yes
59.0,Female,,1.1,Lung Cancer,Medication,14.0,Yes
55.0,Male,No,4.5,Asthma,Medication,3.0,Yes
43.0,Female,No,2.26,Asthma,,6.0,Yes
25.0,Female,Yes,1.2,COPD,Surgery,3.0,Yes
85.0,Female,Yes,3.01,Lung Cancer,Medication,6.0,Yes
23.0,Male,No,,COPD,Therapy,12.0,Yes
25.0,Female,No,1.06,Pneumonia,Medication,4.0,Yes
70.0,Female,No,3.94,Pneumonia,Therapy,14.0,No
81.0,Male,Yes,,Lung Cancer,Surgery,11.0,No
76.0,Male,Yes,5.37,COPD,Medication,7.0,Yes
85.0,Male,Yes,1.42,Lung Cancer,Surgery,11.0,No
27.0,Male,No,4.41,COPD,Surgery,10.0,No
45.0,Male,No,4.4,COPD,Therapy,1.0,Yes
70.0,Female,Yes,4.35,Pneumonia,Medication,1.0,No
64.0,Female,Yes,5.71,Bronchitis,Medication,5.0,No
63.0,Female,No,5.12,Asthma,Therapy,9.0,
24.0,Male,No,1.21,Asthma,Therapy,5.0,No
89.0,Female,Yes,,Lung Cancer,Surgery,4.0,No
45.0,Male,No,,Asthma,Medication,8.0,Yes
87.0,Male,Yes,2.55,Pneumonia,Medication,13.0,Yes
38.0,Female,Yes,,Bronchitis,Therapy,5.0,No
39.0,,No,2.92,COPD,Therapy,1.0,No
31.0,Male,No,3.16,COPD,,7.0,No
66.0,Female,No,5.9,Pneumonia,Medication,11.0,Yes
20.0,,Yes,1.44,Asthma,,4.0,No
33.0,Male,No,5.61,COPD,Surgery,10.0,Yes
83.0,Female,No,3.4,Asthma,Therapy,5.0,No
57.0,Male,Yes,4.12,Pneumonia,Surgery,13.0,No
56.0,,Yes,5.15,COPD,Medication,6.0,Yes
30.0,Female,No,2.8,Lung Cancer,Surgery,13.0,Yes
22.0,Female,Yes,3.15,Bronchitis,Surgery,7.0,Yes
52.0,Female,Yes,3.05,Asthma,Surgery,11.0,No
25.0,Female,Yes,2.87,Asthma,Therapy,2.0,No
69.0,Male,No,5.63,Asthma,Medication,14.0,Yes
29.0,Male,No,5.14,Asthma,Therapy,1.0,No
24.0,Female,Yes,1.54,Pneumonia,Surgery,12.0,Yes
42.0,Male,Yes,1.54,Pneumonia,Therapy,3.0,Yes
29.0,Male,Yes,3.14,Pneumonia,Medication,10.0,No
63.0,Female,No,1.49,Pneumonia,Medication,12.0,No
21.0,Female,Yes,4.1,COPD,Surgery,1.0,No
32.0,Male,Yes,1.72,Pneumonia,Surgery,4.0,No
59.0,Female,No,3.61,COPD,Therapy,6.0,No
21.0,Female,Yes,1.04,Lung Cancer,Medication,5.0,No
84.0,Female,No,2.58,Pneumonia,Medication,13.0,No
82.0,Male,No,4.39,Lung Cancer,Therapy,11.0,Yes
36.0,Female,No,3.42,Pneumonia,Medication,4.0,Yes
28.0,Male,,5.89,,Surgery,7.0,No
34.0,Male,Yes,5.37,Bronchitis,Surgery,13.0,
43.0,Male,No,2.8,,Therapy,11.0,Yes
57.0,Female,Yes,1.23,COPD,Therapy,11.0,Yes
54.0,Female,No,5.23,Asthma,Therapy,6.0,Yes
68.0,Female,Yes,5.56,Lung Cancer,Surgery,3.0,No
88.0,Female,No,5.1,Asthma,Therapy,9.0,Yes
81.0,Female,No,1.64,Bronchitis,Medication,,Yes
79.0,Male,Yes,5.99,Bronchitis,,13.0,No
69.0,Male,Yes,2.29,COPD,Medication,10.0,Yes
28.0,Male,Yes,4.62,COPD,,1.0,Yes
53.0,Female,Yes,,Lung Cancer,Medication,13.0,No
54.0,Male,No,2.18,Pneumonia,Medication,,Yes
20.0,Male,No,5.54,Bronchitis,Medication,5.0,No
59.0,Female,Yes,2.55,Asthma,,10.0,
83.0,Female,Yes,5.88,Pneumonia,Medication,8.0,No
41.0,Male,No,2.41,Bronchitis,Medication,4.0,Yes
79.0,Male,Yes,5.77,,Therapy,12.0,Yes
83.0,Female,Yes,1.27,Bronchitis,Therapy,1.0,No
30.0,Female,Yes,4.55,COPD,Therapy,11.0,No
33.0,Female,Yes,3.66,Asthma,Medication,2.0,No
79.0,Female,No,3.39,Asthma,Medication,,Yes
49.0,Male,No,2.12,COPD,Surgery,10.0,Yes
54.0,Male,Yes,4.53,Pneumonia,Medication,,No
56.0,Female,No,1.95,COPD,Medication,,Yes
24.0,Male,Yes,3.76,Asthma,Surgery,14.0,Yes
45.0,Male,Yes,2.27,Lung Cancer,Medication,5.0,No
81.0,Female,Yes,5.78,Pneumonia,Surgery,6.0,Yes
23.0,Male,No,1.14,Bronchitis,Surgery,2.0,Yes
61.0,Male,No,2.0,Lung Cancer,Therapy,11.0,No
37.0,Male,No,2.21,Pneumonia,Medication,12.0,Yes
59.0,Female,No,3.07,,Therapy,9.0,Yes
58.0,Female,No,2.16,Asthma,Medication,6.0,Yes
33.0,Male,Yes,3.46,Lung Cancer,Therapy,12.0,
51.0,Female,Yes,5.36,Pneumonia,Surgery,9.0,Yes
70.0,Female,No,4.56,Bronchitis,Surgery,11.0,Yes
57.0,Female,No,3.9,Bronchitis,Surgery,10.0,Yes
42.0,Male,No,1.45,COPD,Surgery,3.0,Yes
82.0,,Yes,4.47,Lung Cancer,Medication,6.0,Yes
34.0,Female,No,1.83,Pneumonia,Medication,10.0,No
44.0,Male,Yes,4.93,Lung Cancer,Therapy,5.0,Yes
36.0,Male,Yes,2.25,Bronchitis,Medication,9.0,No
85.0,Male,No,3.09,Pneumonia,Medication,13.0,Yes
72.0,Male,Yes,2.75,Asthma,Therapy,10.0,No
,,,5.29,Asthma,Surgery,1.0,No
58.0,,No,1.63,Pneumonia,Therapy,9.0,Yes
70.0,Male,Yes,3.83,,Therapy,5.0,No
89.0,Male,No,1.71,Lung Cancer,,1.0,Yes
25.0,Male,Yes,4.52,,Therapy,10.0,No
86.0,Female,No,5.53,Asthma,,,Yes
26.0,Female,No,3.17,Bronchitis,Therapy,7.0,Yes
70.0,Female,Yes,3.44,Pneumonia,Medication,,Yes
61.0,Male,No,5.64,Lung Cancer,Surgery,6.0,Yes
83.0,Female,Yes,3.6,Bronchitis,Surgery,2.0,No
34.0,Female,Yes,3.44,Lung Cancer,Therapy,5.0,Yes
48.0,,No,,Asthma,Medication,,Yes
52.0,Female,Yes,4.45,Pneumonia,Surgery,2.0,Yes
46.0,Male,No,1.53,COPD,Surgery,14.0,No
55.0,Female,Yes,5.11,,Therapy,10.0,Yes
48.0,Female,Yes,,COPD,Therapy,1.0,No
57.0,Male,No,1.36,Bronchitis,,9.0,No
76.0,Male,Yes,4.93,COPD,Surgery,2.0,Yes
46.0,Female,Yes,,COPD,Therapy,13.0,No
74.0,Male,,1.5,Bronchitis,Therapy,,Yes
52.0,Female,Yes,4.17,Pneumonia,Therapy,1.0,No
87.0,Male,Yes,5.4,Bronchitis,Medication,14.0,Yes
85.0,Male,Yes,5.44,Asthma,Therapy,7.0,Yes
29.0,Female,Yes,5.79,Asthma,Surgery,9.0,Yes
24.0,Male,Yes,5.34,COPD,,6.0,No
57.0,Female,No,1.01,Bronchitis,Surgery,8.0,No
32.0,Male,Yes,2.9,Bronchitis,,11.0,
50.0,Female,Yes,5.09,Bronchitis,Medication,7.0,No
66.0,Male,No,2.83,,Therapy,,Yes
71.0,Male,No,4.01,Lung Cancer,Surgery,7.0,Yes
75.0,Male,No,4.03,Lung Cancer,Therapy,13.0,No
34.0,Male,Yes,2.83,Lung Cancer,Therapy,6.0,No
,Male,No,5.52,Pneumonia,Surgery,1.0,No
27.0,Female,No,3.52,Bronchitis,Surgery,9.0,No
24.0,Male,Yes,3.32,Lung Cancer,Surgery,10.0,Yes
48.0,Female,Yes,5.99,Bronchitis,Surgery,,Yes
66.0,,No,3.47,COPD,Surgery,13.0,Yes
87.0,Female,No,1.89,Lung Cancer,Medication,2.0,No
64.0,Male,Yes,3.57,COPD,Medication,14.0,No
21.0,Female,Yes,,Pneumonia,Medication,12.0,No
46.0,Male,Yes,4.88,Asthma,Surgery,,No
55.0,Female,Yes,4.94,Pneumonia,Surgery,8.0,Yes
55.0,Female,Yes,4.54,,Surgery,13.0,Yes
45.0,Female,No,2.27,Pneumonia,Therapy,4.0,No
62.0,Female,Yes,5.31,Lung Cancer,Medication,14.0,Yes
46.0,Female,Yes,5.47,COPD,Medication,3.0,Yes
88.0,Male,Yes,1.97,Lung Cancer,Therapy,13.0,Yes
39.0,Female,Yes,1.65,Asthma,Therapy,1.0,Yes
30.0,Female,Yes,5.88,Pneumonia,Medication,5.0,No
57.0,Male,No,5.34,Bronchitis,Surgery,3.0,Yes
25.0,Male,Yes,,Asthma,Medication,4.0,Yes
42.0,Male,No,5.43,COPD,Surgery,9.0,Yes
66.0,,Yes,3.71,Asthma,Medication,11.0,Yes
65.0,Female,No,4.23,Lung Cancer,Medication,14.0,No
31.0,Female,No,3.73,Bronchitis,Therapy,7.0,Yes
32.0,,Yes,1.26,Lung Cancer,Therapy,11.0,Yes
81.0,Female,Yes,4.73,,Surgery,5.0,No
79.0,Female,Yes,3.53,Pneumonia,Surgery,,No
62.0,Male,Yes,4.24,Asthma,Medication,6.0,No
87.0,Male,Yes,3.51,Pneumonia,Therapy,10.0,No
24.0,Female,No,3.46,Pneumonia,Surgery,2.0,No
56.0,Female,Yes,1.86,COPD,Surgery,7.0,No
50.0,Female,Yes,2.39,COPD,Surgery,1.0,Yes
28.0,Female,No,1.79,Lung Cancer,Medication,3.0,Yes
70.0,Female,Yes,1.98,Lung Cancer,Surgery,12.0,No
48.0,Male,No,5.86,COPD,Surgery,1.0,Yes
59.0,Male,Yes,1.77,Asthma,,14.0,Yes
,Female,,2.35,COPD,,1.0,Yes
30.0,Male,Yes,3.95,Lung Cancer,Therapy,5.0,Yes
42.0,Female,No,,Bronchitis,Medication,6.0,Yes
20.0,Female,No,1.77,Pneumonia,Therapy,12.0,No
65.0,Female,Yes,4.97,Bronchitis,Therapy,3.0,
40.0,Male,Yes,4.93,Bronchitis,Therapy,14.0,Yes
55.0,Male,Yes,2.19,Pneumonia,Therapy,3.0,No
73.0,Female,No,2.44,COPD,Surgery,3.0,Yes
,Male,No,5.69,Asthma,Medication,1.0,Yes
20.0,Male,No,5.13,Bronchitis,Surgery,,Yes
82.0,Female,Yes,4.49,Asthma,Surgery,1.0,Yes
73.0,Male,Yes,,Lung Cancer,Medication,10.0,Yes
74.0,Male,No,3.09,Bronchitis,Surgery,10.0,Yes
59.0,Female,Yes,,Lung Cancer,Therapy,3.0,No
34.0,Female,No,1.94,COPD,Medication,13.0,Yes
40.0,Male,Yes,,Bronchitis,Surgery,6.0,No
66.0,Female,Yes,4.01,Lung Cancer,Surgery,11.0,No
72.0,Male,No,2.64,Lung Cancer,Therapy,6.0,Yes
28.0,Female,Yes,4.9,COPD,Surgery,3.0,Yes
71.0,Female,Yes,5.2,Asthma,Surgery,9.0,Yes
76.0,Female,Yes,2.62,Asthma,Surgery,8.0,No
45.0,Female,Yes,5.19,Bronchitis,Medication,11.0,No
60.0,Male,Yes,1.52,COPD,Medication,3.0,No
54.0,Female,No,5.19,Bronchitis,Surgery,5.0,Yes
82.0,Female,Yes,1.76,,Surgery,5.0,No
44.0,Female,No,1.41,COPD,,14.0,Yes
57.0,Male,Yes,,Pneumonia,Medication,5.0,Yes
21.0,,Yes,3.36,COPD,,3.0,No
26.0,Female,No,5.54,COPD,Medication,5.0,No
53.0,,No,2.82,Pneumonia,Surgery,5.0,Yes
36.0,Female,Yes,2.44,Lung Cancer,Therapy,4.0,No
62.0,Female,Yes,3.5,Lung Cancer,Therapy,4.0,No
78.0,Female,No,3.28,Lung Cancer,Surgery,2.0,
70.0,Female,,2.72,Asthma,Surgery,9.0,No
,Male,No,4.47,COPD,Therapy,7.0,
43.0,,No,4.8,Pneumonia,Therapy,1.0,Yes
44.0,Female,,5.26,Asthma,Medication,5.0,
71.0,Female,Yes,5.86,Pneumonia,Surgery,2.0,No
89.0,Female,Yes,2.33,Asthma,Medication,10.0,No
52.0,Female,Yes,4.58,Asthma,Therapy,6.0,No
,Female,Yes,2.97,Asthma,Medication,7.0,Yes
48.0,Male,No,,Pneumonia,Therapy,12.0,No
82.0,Male,,3.38,Bronchitis,Therapy,2.0,Yes
41.0,Male,No,5.97,Asthma,Medication,11.0,Yes
45.0,Male,Yes,4.64,Lung Cancer,Surgery,6.0,Yes
47.0,Male,No,5.76,COPD,Medication,,Yes
68.0,Male,Yes,5.17,,Medication,3.0,
68.0,Female,Yes,5.51,Bronchitis,Surgery,9.0,No
39.0,Female,Yes,5.07,Pneumonia,Surgery,4.0,
82.0,Female,No,3.3,Bronchitis,Medication,3.0,No
80.0,Female,Yes,2.26,Pneumonia,Therapy,13.0,
68.0,Female,Yes,2.85,Pneumonia,Medication,11.0,Yes
,Female,,1.1,Lung Cancer,Therapy,3.0,Yes
32.0,Male,Yes,3.62,Asthma,Surgery,2.0,No
70.0,Female,No,3.53,Bronchitis,Surgery,12.0,No
75.0,Male,Yes,3.63,Asthma,Therapy,9.0,No
81.0,Male,No,5.87,Asthma,Medication,8.0,No
51.0,Female,Yes,5.56,Asthma,Surgery,5.0,Yes
49.0,Female,Yes,1.81,Pneumonia,Therapy,14.0,No
48.0,Female,No,2.84,Asthma,Therapy,14.0,Yes
68.0,Female,Yes,3.12,Bronchitis,Medication,13.0,Yes
64.0,Female,No,2.8,Pneumonia,Therapy,9.0,No
49.0,Female,Yes,4.99,Bronchitis,Therapy,13.0,Yes
,Female,No,3.62,Pneumonia,Medication,2.0,No
,Male,Yes,3.86,COPD,Surgery,6.0,Yes
38.0,Female,Yes,5.27,COPD,Surgery,7.0,Yes
37.0,Female,Yes,5.03,COPD,Surgery,6.0,Yes
20.0,Male,No,1.66,COPD,Therapy,3.0,Yes
66.0,Female,No,4.57,Pneumonia,Therapy,10.0,Yes
85.0,Female,No,3.18,Asthma,Medication,14.0,No
57.0,Male,No,2.47,Lung Cancer,Therapy,10.0,Yes
70.0,Female,No,1.25,Lung Cancer,Therapy,10.0,No
82.0,Female,,3.44,COPD,Surgery,9.0,No
23.0,,Yes,2.78,Asthma,Therapy,14.0,Yes
20.0,Female,Yes,,Bronchitis,Therapy,12.0,No
27.0,Female,Yes,4.47,Asthma,Therapy,8.0,Yes
,Female,Yes,4.85,Bronchitis,,8.0,No
74.0,Male,No,2.22,Lung Cancer,Therapy,8.0,No
22.0,,Yes,1.25,Asthma,Medication,9.0,Yes
51.0,,No,5.24,Asthma,Surgery,1.0,No
29.0,Male,Yes,1.05,Lung Cancer,Therapy,8.0,No
53.0,Male,No,5.69,Asthma,,,No
,,No,4.14,Bronchitis,,4.0,Yes
51.0,Male,No,2.61,Asthma,Therapy,1.0,No
69.0,Female,Yes,2.23,Bronchitis,Medication,12.0,No
26.0,Female,Yes,1.05,COPD,Medication,6.0,Yes
27.0,Male,Yes,2.18,Asthma,Surgery,10.0,No
84.0,Female,Yes,1.69,Bronchitis,Therapy,1.0,Yes
76.0,,No,4.06,Lung Cancer,Therapy,12.0,No
86.0,Male,No,1.83,COPD,Therapy,5.0,No
78.0,Male,No,3.64,Asthma,Medication,9.0,No
73.0,Male,No,3.95,,Therapy,1.0,Yes
,Male,Yes,2.49,Asthma,Medication,9.0,No
,Female,No,,Bronchitis,Medication,4.0,Yes
27.0,Male,Yes,1.19,Asthma,Surgery,3.0,Yes
53.0,Male,No,1.13,,Medication,8.0,No
54.0,Male,No,4.7,COPD,Surgery,6.0,No
51.0,Male,No,2.59,Asthma,Surgery,7.0,Yes
65.0,Male,Yes,4.98,Asthma,Therapy,,No
35.0,Female,Yes,3.16,Pneumonia,Surgery,5.0,No
87.0,Male,No,3.26,Asthma,Therapy,13.0,No
56.0,Female,No,3.56,Asthma,Surgery,2.0,No
73.0,Male,,4.57,COPD,Medication,3.0,
33.0,Male,,2.37,Asthma,Therapy,3.0,No
74.0,Male,,1.61,Lung Cancer,,4.0,Yes
67.0,Male,Yes,3.78,Asthma,,10.0,Yes
26.0,Male,No,2.63,Pneumonia,Medication,7.0,Yes
26.0,Male,Yes,3.21,Bronchitis,Surgery,12.0,Yes
52.0,Male,No,4.23,COPD,Therapy,10.0,Yes
42.0,Male,Yes,3.47,Lung Cancer,Therapy,6.0,Yes
38.0,Female,No,4.1,Bronchitis,Therapy,3.0,Yes
38.0,Male,No,3.72,Lung Cancer,Surgery,14.0,No
55.0,Female,Yes,4.7,COPD,Medication,7.0,No
48.0,Male,No,4.53,Pneumonia,Surgery,4.0,Yes
79.0,Female,No,3.67,COPD,Surgery,10.0,No
21.0,Male,No,4.39,Lung Cancer,,11.0,No
20.0,Male,Yes,5.37,Lung Cancer,Medication,11.0,No
66.0,Male,No,3.16,COPD,Surgery,8.0,No
88.0,Female,,3.06,Asthma,,7.0,Yes
39.0,Female,Yes,4.82,COPD,Surgery,7.0,No
30.0,Female,No,3.91,Pneumonia,Medication,9.0,Yes
21.0,Female,Yes,1.36,COPD,Therapy,8.0,No
86.0,Male,No,5.46,Bronchitis,,12.0,No
31.0,Male,Yes,1.15,Asthma,Surgery,1.0,Yes
39.0,Male,No,4.74,Bronchitis,Medication,7.0,Yes
24.0,Female,Yes,4.79,COPD,Therapy,3.0,Yes
56.0,Male,No,5.77,Asthma,Medication,12.0,No
57.0,Female,No,1.27,Bronchitis,Therapy,4.0,No
28.0,Female,No,3.98,Bronchitis,Therapy,6.0,No
72.0,Female,,3.14,Asthma,Surgery,5.0,Yes
63.0,Female,Yes,2.65,Asthma,Surgery,8.0,
43.0,Female,Yes,1.45,Lung Cancer,Therapy,2.0,Yes
49.0,Male,No,3.81,Asthma,Medication,5.0,Yes
78.0,Female,Yes,3.4,COPD,Therapy,5.0,Yes
33.0,Female,No,1.52,Pneumonia,Surgery,3.0,No
28.0,Male,No,4.06,Lung Cancer,Medication,14.0,Yes
59.0,,Yes,4.69,Asthma,Therapy,10.0,Yes
85.0,Female,Yes,4.84,Pneumonia,Surgery,13.0,No
44.0,Male,No,5.53,Lung Cancer,Therapy,5.0,Yes
41.0,Male,Yes,3.05,COPD,Therapy,4.0,
23.0,Male,No,5.77,Pneumonia,Therapy,11.0,Yes
45.0,Female,Yes,5.33,Asthma,Medication,5.0,Yes
77.0,Male,,2.48,Asthma,Surgery,10.0,No
48.0,Male,Yes,1.8,COPD,Surgery,9.0,Yes
56.0,Male,Yes,3.18,Lung Cancer,Therapy,7.0,No
89.0,Female,Yes,3.01,Pneumonia,Therapy,1.0,Yes
37.0,Male,No,3.88,COPD,Therapy,3.0,No
61.0,,Yes,3.92,Lung Cancer,Medication,9.0,No
60.0,Female,Yes,,Bronchitis,Surgery,4.0,Yes
57.0,Male,No,3.55,Bronchitis,Therapy,4.0,No
53.0,Female,No,1.52,Lung Cancer,Surgery,10.0,No
36.0,Female,No,5.29,Asthma,Therapy,6.0,No
56.0,Male,Yes,2.55,Asthma,Surgery,3.0,Yes
44.0,Female,Yes,5.86,Bronchitis,,3.0,No
46.0,Male,No,1.59,Asthma,Medication,9.0,No
76.0,Female,,5.79,Asthma,Therapy,13.0,No
50.0,Female,,1.46,Lung Cancer,,5.0,Yes
25.0,Male,No,2.16,Lung Cancer,,14.0,Yes
59.0,Male,Yes,1.23,Asthma,,7.0,No
31.0,Female,Yes,4.53,Lung Cancer,Therapy,5.0,No
72.0,Female,Yes,5.25,Pneumonia,Surgery,6.0,Yes
29.0,Male,Yes,3.17,Bronchitis,,8.0,No
,Female,Yes,5.64,Pneumonia,Medication,8.0,Yes
36.0,Female,No,3.95,Pneumonia,Therapy,2.0,No
45.0,Female,Yes,4.15,Asthma,Surgery,11.0,No
81.0,Female,No,5.23,Asthma,Surgery,9.0,Yes
,Male,No,2.48,Pneumonia,Therapy,10.0,Yes
83.0,Male,No,,,Therapy,12.0,No
21.0,Male,Yes,5.53,COPD,Medication,12.0,Yes
73.0,Male,No,5.5,COPD,Medication,12.0,No
84.0,Male,Yes,5.88,Bronchitis,Surgery,14.0,No
70.0,Male,No,5.51,Pneumonia,,6.0,Yes
72.0,Female,Yes,1.64,Lung Cancer,Surgery,7.0,No
55.0,Male,No,5.12,COPD,Medication,3.0,No
45.0,Female,Yes,,Asthma,Therapy,4.0,Yes
48.0,Female,No,5.95,Pneumonia,Medication,6.0,No
40.0,Female,No,3.36,Lung Cancer,Surgery,7.0,No
30.0,Male,No,3.77,Lung Cancer,,6.0,No
59.0,Female,No,3.65,Lung Cancer,Surgery,5.0,No
30.0,Male,Yes,2.61,Asthma,Surgery,14.0,Yes
55.0,Female,Yes,1.38,COPD,Medication,12.0,No
78.0,Female,Yes,5.48,Lung Cancer,Medication,2.0,No
58.0,Male,No,5.01,COPD,Surgery,12.0,No
73.0,Female,No,1.7,Bronchitis,Therapy,7.0,No
74.0,Female,No,4.88,Asthma,Medication,5.0,
43.0,Female,,4.13,COPD,Surgery,12.0,Yes
41.0,Female,No,3.05,COPD,Therapy,9.0,Yes
88.0,Male,No,2.27,Lung Cancer,Surgery,13.0,No
75.0,Female,Yes,5.3,Lung Cancer,Medication,11.0,No
52.0,Female,Yes,4.5,Asthma,Surgery,4.0,Yes
55.0,,Yes,3.74,COPD,Surgery,14.0,Yes
39.0,Female,Yes,4.05,Pneumonia,,10.0,No
81.0,Female,Yes,1.46,Lung Cancer,Medication,12.0,Yes
45.0,Female,Yes,3.37,Lung Cancer,Therapy,2.0,No
85.0,Female,Yes,1.97,Bronchitis,,7.0,No
59.0,Male,Yes,2.04,,Therapy,7.0,No
36.0,Female,No,4.31,COPD,Therapy,1.0,No
20.0,Male,No,5.56,COPD,Medication,11.0,No
80.0,Female,No,3.02,COPD,Surgery,14.0,No
62.0,,No,2.04,Lung Cancer,Therapy,,No
61.0,Female,,4.24,Asthma,Therapy,5.0,No
44.0,Male,No,5.36,,Medication,3.0,Yes
58.0,Female,No,4.74,Pneumonia,Surgery,9.0,Yes
54.0,Female,Yes,5.34,Bronchitis,Surgery,9.0,Yes
,Male,Yes,3.68,Bronchitis,Therapy,,Yes
63.0,Male,No,4.76,COPD,Therapy,12.0,No
70.0,Male,Yes,1.7,Lung Cancer,Surgery,9.0,Yes
31.0,Male,Yes,2.74,,Medication,12.0,Yes
,Female,Yes,2.95,Bronchitis,Surgery,2.0,No
63.0,Female,Yes,3.56,Bronchitis,Surgery,11.0,
78.0,Female,Yes,5.65,Bronchitis,Therapy,10.0,Yes
68.0,Female,No,5.37,COPD,Medication,8.0,
,Male,Yes,1.67,Asthma,Medication,10.0,Yes
36.0,Female,No,1.86,Asthma,Medication,10.0,No
76.0,Female,No,2.79,Lung Cancer,Therapy,10.0,Yes
74.0,Female,No,2.45,Pneumonia,Medication,13.0,Yes
66.0,Female,Yes,4.07,,Medication,1.0,Yes
31.0,Male,No,5.51,Pneumonia,Therapy,3.0,Yes
81.0,Female,No,5.81,Asthma,Surgery,8.0,
,Female,No,4.27,Asthma,Medication,11.0,No
40.0,Female,No,5.19,Lung Cancer,Surgery,8.0,Yes
89.0,Male,Yes,3.63,,Medication,14.0,No
,Male,No,2.04,Lung Cancer,Surgery,10.0,No
31.0,Female,No,3.62,Asthma,Surgery,8.0,No
34.0,Female,No,,Bronchitis,Therapy,11.0,No
78.0,Female,No,4.71,Bronchitis,Therapy,12.0,Yes
45.0,Male,,2.1,Bronchitis,Medication,11.0,No
45.0,Female,No,2.84,Pneumonia,Medication,7.0,Yes
66.0,Female,No,2.82,Asthma,Therapy,2.0,Yes
51.0,Female,No,,COPD,Medication,3.0,Yes
29.0,Male,No,3.22,Lung Cancer,Medication,9.0,Yes
35.0,Female,No,4.78,Pneumonia,Therapy,2.0,Yes
36.0,Female,No,4.75,Lung Cancer,Surgery,13.0,Yes
42.0,Male,Yes,2.33,COPD,Medication,7.0,Yes
,Male,,3.86,Bronchitis,Therapy,1.0,Yes
26.0,Female,,5.47,COPD,Medication,3.0,Yes
33.0,Male,,3.38,,Medication,13.0,Yes
26.0,Female,No,5.73,COPD,Therapy,14.0,No
28.0,Male,Yes,2.07,Asthma,Therapy,1.0,No
67.0,Male,No,1.37,COPD,Medication,6.0,No
78.0,Female,Yes,5.46,Asthma,Medication,4.0,Yes
58.0,Female,No,5.24,,Surgery,1.0,Yes
37.0,Female,Yes,5.96,Asthma,Surgery,5.0,Yes
78.0,Male,Yes,4.4,Asthma,,14.0,Yes
36.0,Female,No,,COPD,,4.0,Yes
,Female,Yes,5.13,Pneumonia,Therapy,14.0,No
50.0,Female,Yes,5.22,Bronchitis,Therapy,11.0,No
43.0,Female,Yes,3.85,Bronchitis,Medication,10.0,
79.0,Female,Yes,2.91,,Surgery,14.0,Yes
64.0,Male,Yes,5.67,Asthma,,11.0,No
22.0,Female,No,3.16,Bronchitis,Therapy,10.0,No
56.0,Female,Yes,3.69,Asthma,Medication,2.0,No
62.0,Male,Yes,3.23,Pneumonia,Surgery,13.0,Yes
59.0,Female,No,3.82,COPD,Surgery,7.0,Yes
74.0,Female,No,3.35,COPD,Medication,12.0,Yes
58.0,Female,No,1.24,Asthma,Therapy,8.0,Yes
34.0,Female,Yes,5.41,Asthma,Medication,4.0,No
23.0,Female,Yes,3.22,Pneumonia,Medication,9.0,No
44.0,Male,Yes,3.94,Bronchitis,Surgery,3.0,Yes
32.0,Male,,1.7,Pneumonia,Therapy,13.0,No
52.0,Male,No,1.02,COPD,Therapy,6.0,Yes
,,,2.23,COPD,Surgery,,No
61.0,Male,Yes,4.52,Bronchitis,,14.0,Yes
85.0,Female,Yes,1.5,COPD,Therapy,14.0,No
74.0,Female,Yes,5.54,Asthma,Medication,7.0,
61.0,Female,Yes,2.08,COPD,Medication,,No
53.0,Male,No,2.02,Lung Cancer,Medication,6.0,Yes
49.0,Male,No,1.91,,Therapy,9.0,No
,Male,Yes,1.07,Bronchitis,Therapy,1.0,
32.0,,No,,Bronchitis,Therapy,13.0,Yes
,Male,Yes,5.38,Lung Cancer,Therapy,9.0,No
51.0,Female,Yes,4.07,Pneumonia,Surgery,13.0,Yes
58.0,Male,No,1.94,Asthma,Surgery,9.0,Yes
65.0,Male,Yes,2.43,Bronchitis,Therapy,4.0,Yes
48.0,Female,No,3.38,COPD,Medication,13.0,Yes
81.0,Female,Yes,5.77,Asthma,Medication,12.0,No
81.0,Male,No,2.24,COPD,Surgery,12.0,Yes
76.0,Male,Yes,4.66,Asthma,Surgery,5.0,No
35.0,Male,No,3.2,Asthma,Therapy,3.0,Yes
75.0,Female,Yes,2.49,COPD,Therapy,7.0,Yes
29.0,Female,Yes,3.28,COPD,Therapy,2.0,Yes
49.0,Male,No,1.36,Asthma,Therapy,,Yes
44.0,Male,Yes,4.99,Bronchitis,Therapy,9.0,Yes
24.0,,No,2.22,COPD,Medication,6.0,Yes
84.0,Male,No,4.63,,Medication,9.0,Yes
68.0,Female,Yes,1.34,Lung Cancer,Therapy,6.0,Yes
,Female,,5.78,Asthma,Medication,3.0,Yes
64.0,,Yes,1.97,Pneumonia,Therapy,10.0,No
33.0,Female,Yes,5.41,Asthma,Therapy,3.0,No
49.0,Female,,5.05,Asthma,Surgery,2.0,Yes
87.0,Female,Yes,,,Medication,5.0,Yes
37.0,Male,Yes,3.39,,Medication,13.0,Yes
81.0,Female,Yes,4.64,Pneumonia,Surgery,,No
56.0,Female,No,2.85,Pneumonia,Medication,4.0,No
44.0,Male,Yes,1.92,Pneumonia,Surgery,12.0,No
67.0,Female,No,3.22,Pneumonia,Medication,6.0,
84.0,,Yes,1.83,Pneumonia,Therapy,5.0,Yes
72.0,Female,No,5.91,Asthma,Surgery,6.0,No
34.0,Male,Yes,1.48,Asthma,Therapy,4.0,Yes
68.0,Male,Yes,3.95,Lung Cancer,Therapy,14.0,Yes
87.0,Female,No,4.13,Lung Cancer,Medication,13.0,No
31.0,,Yes,3.69,COPD,Surgery,3.0,Yes
78.0,,Yes,4.31,Asthma,Therapy,1.0,No
56.0,Female,Yes,1.58,Pneumonia,Therapy,5.0,
,Male,No,3.78,COPD,Surgery,6.0,Yes
62.0,Male,Yes,2.44,Bronchitis,Medication,5.0,No
89.0,Male,No,5.7,Asthma,Therapy,5.0,Yes
,Female,No,4.81,Lung Cancer,,12.0,No
75.0,Male,No,5.86,Asthma,Surgery,6.0,Yes
82.0,Female,Yes,1.19,Asthma,Medication,4.0,Yes
65.0,Female,,2.43,Asthma,Surgery,14.0,Yes
30.0,,No,1.98,Asthma,Medication,12.0,Yes
81.0,Female,Yes,1.06,Bronchitis,Medication,4.0,No
44.0,Male,No,2.21,Lung Cancer,,11.0,No
71.0,,No,4.39,Asthma,,13.0,Yes
23.0,Male,Yes,2.16,Bronchitis,Therapy,8.0,Yes
78.0,Female,Yes,3.55,COPD,,11.0,Yes
39.0,Male,No,5.44,Asthma,Surgery,8.0,No
82.0,Male,Yes,4.47,Bronchitis,,12.0,No
73.0,Female,Yes,2.97,Pneumonia,,3.0,Yes
76.0,Female,Yes,2.86,COPD,Surgery,7.0,No
60.0,Male,No,3.28,Lung Cancer,Surgery,5.0,Yes
22.0,Female,,1.89,Asthma,Surgery,5.0,No
,Female,Yes,4.17,Asthma,Therapy,12.0,Yes
24.0,Female,No,2.82,Bronchitis,Surgery,,Yes
24.0,Male,Yes,5.26,Lung Cancer,Surgery,3.0,Yes
,Male,Yes,4.78,Pneumonia,Surgery,2.0,No
66.0,Female,,4.05,,Surgery,13.0,Yes
68.0,Female,Yes,2.82,Lung Cancer,Therapy,3.0,No
28.0,Male,Yes,2.05,Asthma,Therapy,7.0,No
39.0,Female,No,4.88,Bronchitis,Medication,3.0,Yes
80.0,Male,No,3.43,Pneumonia,Surgery,11.0,Yes
54.0,Female,No,2.12,Bronchitis,Therapy,13.0,Yes
,Female,No,1.98,COPD,Medication,2.0,No
81.0,Female,Yes,1.83,Lung Cancer,Medication,4.0,No
36.0,Male,Yes,4.89,Bronchitis,Surgery,,No
22.0,Male,No,2.14,Bronchitis,Medication,5.0,No
51.0,Male,No,3.63,Asthma,Therapy,13.0,No
32.0,Male,Yes,3.26,Bronchitis,Medication,7.0,No
,Female,Yes,3.9,Pneumonia,Medication,1.0,No
33.0,Female,Yes,5.39,Lung Cancer,,14.0,Yes
30.0,Male,No,5.34,COPD,Medication,8.0,Yes
75.0,Female,Yes,3.26,Bronchitis,Medication,10.0,Yes
86.0,Female,Yes,1.08,Pneumonia,Medication,,No
48.0,Male,No,3.13,COPD,Medication,14.0,
28.0,Female,No,4.03,Pneumonia,Surgery,11.0,No
86.0,Female,No,3.79,Bronchitis,Surgery,6.0,No
44.0,Male,Yes,4.26,Bronchitis,Therapy,4.0,No
61.0,Female,Yes,1.77,Lung Cancer,Medication,14.0,No
28.0,Female,No,4.23,Asthma,Therapy,5.0,Yes
59.0,Female,Yes,1.91,Pneumonia,Surgery,10.0,No
44.0,Male,Yes,4.75,Asthma,Medication,12.0,Yes
24.0,Male,Yes,2.7,Asthma,Medication,6.0,No
30.0,Female,No,4.55,COPD,Surgery,2.0,Yes
78.0,Female,No,,COPD,Medication,13.0,No
57.0,Female,Yes,3.04,Pneumonia,Medication,3.0,No
24.0,Male,Yes,4.53,,Surgery,8.0,Yes
67.0,Male,Yes,2.13,,Therapy,8.0,Yes
37.0,,Yes,4.98,Asthma,Therapy,1.0,Yes
,,No,4.15,COPD,Medication,10.0,No
56.0,Female,No,3.94,Asthma,Surgery,8.0,No
79.0,Female,Yes,2.77,Bronchitis,Therapy,11.0,No
67.0,Female,Yes,3.41,Bronchitis,Therapy,2.0,Yes
47.0,Female,No,3.99,Lung Cancer,Medication,10.0,Yes
88.0,Male,Yes,3.36,Pneumonia,Therapy,10.0,Yes
59.0,Female,No,4.49,Asthma,Surgery,13.0,No
64.0,Female,Yes,3.17,Bronchitis,Therapy,8.0,No
81.0,Female,No,2.01,Pneumonia,Surgery,12.0,Yes
77.0,Male,Yes,2.07,Bronchitis,Surgery,10.0,No
86.0,Female,Yes,1.03,Pneumonia,Medication,5.0,No
75.0,,No,2.5,Pneumonia,Therapy,1.0,No
59.0,Male,No,4.74,Bronchitis,Medication,8.0,Yes
59.0,Male,Yes,4.97,COPD,Therapy,12.0,Yes
52.0,Male,Yes,2.01,Pneumonia,Medication,5.0,Yes
25.0,Male,No,5.8,Asthma,Medication,1.0,No
38.0,Female,No,3.51,Bronchitis,Medication,,Yes
59.0,Female,Yes,5.58,COPD,Therapy,13.0,Yes
78.0,Male,Yes,4.53,Bronchitis,Medication,1.0,No
78.0,Male,No,4.61,Lung Cancer,,13.0,No
67.0,Male,No,1.43,,Therapy,9.0,No
60.0,Female,No,2.1,Lung Cancer,Surgery,10.0,No
32.0,Female,No,1.04,Pneumonia,Medication,2.0,Yes
64.0,Male,No,4.58,Pneumonia,Medication,8.0,No
72.0,Female,Yes,2.72,Lung Cancer,Surgery,4.0,No
61.0,Female,Yes,4.93,Lung Cancer,Medication,9.0,No
82.0,Male,No,2.69,Pneumonia,,2.0,No
46.0,Male,Yes,5.1,COPD,Surgery,12.0,No
57.0,Female,Yes,1.65,Asthma,Therapy,3.0,No
79.0,Female,No,1.87,Bronchitis,Therapy,,Yes
26.0,Female,Yes,2.7,Lung Cancer,Therapy,10.0,
24.0,Male,Yes,3.04,Asthma,Medication,14.0,Yes
64.0,Male,,2.74,Bronchitis,Medication,,
77.0,Male,No,4.82,Bronchitis,Surgery,11.0,No
50.0,Female,No,1.48,Lung Cancer,Surgery,,No
42.0,Female,Yes,2.76,COPD,Therapy,12.0,No
61.0,Male,Yes,5.19,COPD,Medication,3.0,Yes
29.0,Female,Yes,1.33,Asthma,Medication,1.0,No
51.0,Male,Yes,5.71,Asthma,Medication,10.0,No
72.0,Female,Yes,5.93,Pneumonia,Surgery,,No
49.0,Male,Yes,1.44,COPD,Medication,8.0,No
58.0,Female,No,2.46,Asthma,Therapy,12.0,Yes
50.0,Female,Yes,2.86,Pneumonia,Therapy,4.0,No
21.0,Male,Yes,4.88,Bronchitis,Therapy,3.0,No
31.0,Male,No,3.98,Asthma,Medication,,
58.0,Male,,4.22,Pneumonia,Therapy,13.0,Yes
85.0,Male,Yes,4.79,COPD,Therapy,9.0,No
32.0,Male,Yes,1.59,Bronchitis,Surgery,8.0,No
,Female,Yes,5.17,Asthma,Surgery,6.0,No
46.0,Male,No,4.53,COPD,Medication,14.0,No
36.0,Male,Yes,3.89,Bronchitis,Medication,3.0,No
,Male,No,5.45,Lung Cancer,Medication,8.0,No
83.0,Male,Yes,4.5,COPD,Medication,13.0,No
54.0,Male,Yes,,Lung Cancer,Medication,5.0,Yes
89.0,Female,No,3.15,Asthma,Surgery,5.0,
49.0,Male,Yes,3.47,Pneumonia,Surgery,12.0,No
82.0,Male,No,1.28,Asthma,Surgery,9.0,No
47.0,Male,,5.77,COPD,,1.0,Yes
79.0,Female,No,,Lung Cancer,Therapy,7.0,Yes
56.0,Female,Yes,4.49,Lung Cancer,Surgery,8.0,Yes
41.0,Male,Yes,3.53,Bronchitis,Surgery,11.0,Yes
87.0,Male,Yes,1.13,Asthma,Medication,,No
39.0,Female,Yes,5.62,Asthma,Surgery,,No
87.0,Female,No,5.26,COPD,Medication,8.0,No
83.0,Female,Yes,3.62,Lung Cancer,,1.0,No
36.0,Male,Yes,2.14,COPD,Medication,8.0,No
31.0,Male,No,1.61,COPD,Surgery,7.0,Yes
41.0,Female,,2.82,Lung Cancer,Medication,4.0,Yes
36.0,Male,Yes,2.28,COPD,Therapy,11.0,Yes
29.0,Female,No,3.53,Lung Cancer,,7.0,Yes
84.0,Female,No,5.83,COPD,Medication,10.0,Yes
41.0,Female,No,3.87,Pneumonia,Medication,14.0,No
69.0,Male,No,5.45,COPD,Therapy,11.0,Yes
33.0,Female,,4.25,COPD,Surgery,7.0,Yes
83.0,Female,Yes,3.38,Pneumonia,Medication,13.0,No
66.0,Male,Yes,5.27,Asthma,Surgery,10.0,No
48.0,Female,,3.36,Lung Cancer,Therapy,13.0,No
55.0,Male,Yes,5.34,Bronchitis,Therapy,12.0,No
71.0,Female,Yes,2.46,Pneumonia,Medication,1.0,No
26.0,Male,Yes,1.64,Asthma,Surgery,3.0,Yes
48.0,Female,Yes,5.28,COPD,Therapy,7.0,No
30.0,Female,No,3.94,Asthma,Surgery,11.0,No
52.0,Female,Yes,5.45,Pneumonia,Therapy,13.0,Yes
25.0,Female,Yes,5.69,COPD,Medication,5.0,Yes
51.0,Female,Yes,1.27,Asthma,Surgery,9.0,No
70.0,Male,No,3.5,Bronchitis,,7.0,No
77.0,Male,Yes,2.87,Lung Cancer,Medication,3.0,Yes
45.0,Female,Yes,,Lung Cancer,Medication,1.0,No
65.0,Female,No,4.97,Pneumonia,Medication,5.0,No
48.0,Female,Yes,2.4,COPD,Medication,14.0,No
23.0,Male,Yes,3.78,COPD,Therapy,13.0,No
32.0,,No,4.54,Lung Cancer,Surgery,10.0,
58.0,Female,Yes,1.67,Asthma,Therapy,13.0,Yes
34.0,Male,No,5.07,COPD,Medication,5.0,Yes
48.0,Female,Yes,4.03,Bronchitis,Therapy,7.0,No
48.0,Female,Yes,5.75,Bronchitis,,14.0,No
51.0,Female,Yes,2.7,COPD,Surgery,1.0,Yes
21.0,,No,1.54,COPD,Surgery,10.0,Yes
66.0,Female,No,3.53,Lung Cancer,Surgery,2.0,Yes
41.0,Female,No,1.43,Pneumonia,Medication,11.0,No
,Female,Yes,5.85,Lung Cancer,Medication,6.0,Yes
86.0,Male,Yes,1.19,Pneumonia,Surgery,8.0,No
75.0,Male,No,4.77,Bronchitis,Therapy,4.0,No
,Male,No,3.63,Pneumonia,Surgery,3.0,No
66.0,Female,Yes,2.84,Lung Cancer,Medication,3.0,No
78.0,Male,,1.33,COPD,Therapy,3.0,No
25.0,Female,Yes,4.11,Pneumonia,Medication,2.0,Yes
38.0,Male,Yes,3.93,Lung Cancer,Surgery,,Yes
,Female,No,2.4,Bronchitis,Surgery,5.0,Yes
88.0,Male,Yes,5.55,Pneumonia,,10.0,Yes
22.0,Female,Yes,2.52,Bronchitis,Surgery,5.0,No
20.0,Male,Yes,3.25,Bronchitis,Medication,5.0,Yes
77.0,,Yes,3.72,Asthma,Medication,4.0,Yes
57.0,Male,Yes,1.5,Pneumonia,Medication,3.0,Yes
34.0,Female,Yes,5.66,Lung Cancer,Therapy,12.0,Yes
,Male,Yes,2.87,Pneumonia,Medication,3.0,Yes
80.0,Male,No,1.4,Pneumonia,,2.0,Yes
54.0,Male,No,2.94,Bronchitis,Therapy,5.0,No
83.0,,No,4.0,Bronchitis,Medication,4.0,No
44.0,Female,Yes,3.57,Bronchitis,Medication,6.0,Yes
43.0,Male,No,4.47,Bronchitis,,2.0,No
31.0,Female,Yes,1.28,Lung Cancer,Surgery,2.0,No
,,,2.42,COPD,Therapy,8.0,No
34.0,Female,Yes,5.1,Asthma,Medication,6.0,
46.0,Female,Yes,1.4,Bronchitis,Medication,3.0,No
79.0,Male,No,5.28,Bronchitis,Surgery,5.0,Yes
65.0,Female,Yes,1.46,Asthma,Therapy,3.0,No
36.0,Female,Yes,5.17,Bronchitis,Surgery,11.0,No
72.0,Female,No,2.8,COPD,Surgery,2.0,Yes
27.0,,No,4.06,Pneumonia,Therapy,3.0,No
46.0,Male,No,1.76,Asthma,Medication,1.0,No
65.0,Male,Yes,1.33,Lung Cancer,Medication,14.0,Yes
69.0,,,2.08,Asthma,Medication,7.0,No
22.0,Female,Yes,1.64,COPD,Therapy,6.0,Yes
83.0,Female,Yes,2.56,Lung Cancer,Therapy,5.0,No
63.0,Male,No,,Pneumonia,Therapy,6.0,No
72.0,Male,No,3.94,Bronchitis,Therapy,8.0,Yes
43.0,Male,No,4.95,Asthma,,3.0,No
79.0,,Yes,4.28,,Surgery,3.0,Yes
22.0,Male,Yes,,Asthma,Medication,12.0,No
39.0,Female,Yes,3.06,Pneumonia,Therapy,5.0,No
65.0,Male,Yes,3.37,Asthma,Medication,5.0,No
34.0,Male,Yes,3.07,Lung Cancer,Therapy,14.0,No
44.0,Female,Yes,5.21,COPD,Medication,11.0,Yes
36.0,Male,No,2.15,Lung Cancer,,1.0,No
28.0,Male,Yes,1.03,Asthma,Medication,4.0,
57.0,Male,No,4.26,,Medication,9.0,Yes
67.0,,No,2.01,Bronchitis,Therapy,8.0,Yes
79.0,Male,No,5.45,Bronchitis,Medication,3.0,Yes
82.0,,No,5.3,Pneumonia,Surgery,5.0,No
21.0,Female,No,1.38,Asthma,Surgery,5.0,Yes
30.0,Male,Yes,1.53,Pneumonia,Surgery,7.0,Yes
83.0,Male,Yes,3.48,Asthma,Therapy,8.0,Yes
40.0,Male,Yes,,Lung Cancer,Therapy,9.0,Yes
,Male,Yes,2.37,COPD,Therapy,7.0,
83.0,Female,No,,Asthma,Therapy,2.0,
57.0,Male,No,3.97,Bronchitis,Therapy,,No
51.0,Female,No,2.62,Bronchitis,Surgery,8.0,Yes
30.0,Female,Yes,1.13,COPD,Medication,11.0,Yes
64.0,Female,Yes,4.75,Asthma,Surgery,13.0,Yes
52.0,Female,Yes,2.07,COPD,Therapy,14.0,No
60.0,Female,Yes,5.17,Lung Cancer,Surgery,2.0,Yes
27.0,Male,No,3.1,COPD,Medication,13.0,Yes
30.0,,No,3.89,Lung Cancer,Therapy,6.0,No
70.0,Female,Yes,5.36,Bronchitis,Surgery,13.0,No
60.0,Male,Yes,5.32,Lung Cancer,Surgery,10.0,No
36.0,Male,No,2.86,Asthma,,1.0,No
65.0,Female,No,2.04,Asthma,Therapy,,No
51.0,,No,4.88,Asthma,Therapy,7.0,Yes
73.0,Male,No,3.17,,Medication,10.0,Yes
39.0,Female,Yes,1.96,Pneumonia,Medication,2.0,Yes
52.0,Male,No,5.52,Lung Cancer,Medication,5.0,No
59.0,Male,No,1.99,Asthma,Medication,14.0,No
51.0,Female,No,,COPD,,7.0,No
21.0,Male,No,1.1,COPD,Therapy,10.0,No
52.0,Female,Yes,4.11,Pneumonia,Surgery,11.0,Yes
49.0,Female,Yes,4.31,Lung Cancer,Surgery,9.0,Yes
52.0,Female,Yes,2.56,Lung Cancer,Surgery,,Yes
45.0,Male,,2.6,Lung Cancer,Therapy,1.0,Yes
41.0,Female,Yes,2.7,Pneumonia,Therapy,9.0,Yes
85.0,Male,,4.4,Lung Cancer,,11.0,Yes
57.0,Female,No,1.29,Lung Cancer,Surgery,5.0,Yes
65.0,Female,No,5.65,Asthma,Medication,6.0,Yes
34.0,Male,No,2.11,Lung Cancer,,14.0,No
63.0,Female,No,6.0,Asthma,Medication,8.0,Yes
68.0,,Yes,1.86,Asthma,Medication,11.0,Yes
80.0,Male,No,4.86,Lung Cancer,Medication,14.0,No
86.0,Male,Yes,2.12,COPD,Therapy,2.0,No
25.0,Male,No,1.4,Bronchitis,Surgery,12.0,Yes
28.0,Female,No,5.37,COPD,Medication,7.0,Yes
25.0,Male,No,,Lung Cancer,Medication,12.0,
51.0,Male,,3.02,Lung Cancer,Medication,4.0,No
60.0,Female,No,4.51,COPD,Therapy,9.0,No
27.0,Male,Yes,3.79,Lung Cancer,Medication,6.0,Yes
69.0,Female,Yes,5.26,Asthma,Surgery,,No
81.0,Female,No,2.58,Pneumonia,Therapy,11.0,Yes
,Male,Yes,3.62,Lung Cancer,Therapy,6.0,No
26.0,Female,Yes,3.43,Lung Cancer,Therapy,11.0,Yes
23.0,Male,No,2.77,COPD,Medication,8.0,No
25.0,Male,No,5.46,Asthma,Medication,6.0,Yes
77.0,,No,1.83,COPD,Medication,7.0,No
41.0,Male,No,1.75,COPD,Medication,8.0,No
45.0,Female,No,3.88,Lung Cancer,Surgery,,Yes
22.0,Female,No,4.29,Asthma,Therapy,10.0,Yes
60.0,Male,Yes,1.97,Lung Cancer,Medication,12.0,Yes
79.0,Male,No,2.95,Lung Cancer,Surgery,4.0,No
33.0,Female,No,5.73,Lung Cancer,Therapy,6.0,
31.0,Male,Yes,2.23,Lung Cancer,Therapy,1.0,No
31.0,Female,No,4.34,Pneumonia,Therapy,4.0,No
32.0,Male,Yes,4.7,Bronchitis,Medication,6.0,No
44.0,,No,3.24,Asthma,Therapy,7.0,Yes
64.0,Female,No,5.69,Pneumonia,Medication,13.0,Yes
,Female,Yes,4.68,Bronchitis,Surgery,,No
74.0,Male,No,3.29,Bronchitis,Therapy,11.0,No
64.0,Male,Yes,3.85,Bronchitis,Surgery,4.0,Yes
27.0,Male,No,4.46,Pneumonia,Medication,12.0,No
72.0,Male,No,3.96,Asthma,Medication,13.0,Yes
74.0,Male,Yes,5.39,COPD,Medication,7.0,Yes
51.0,Female,No,2.78,Bronchitis,Therapy,10.0,Yes
70.0,Female,No,2.5,COPD,Therapy,14.0,Yes
63.0,,Yes,2.07,COPD,,2.0,Yes
89.0,Female,No,1.19,Lung Cancer,Medication,6.0,
37.0,Female,Yes,1.22,COPD,Surgery,5.0,Yes
41.0,Female,No,5.35,Lung Cancer,Medication,2.0,No
56.0,Female,Yes,4.39,Asthma,Medication,9.0,Yes
75.0,Male,,,Asthma,Surgery,13.0,No
78.0,Female,Yes,4.07,Lung Cancer,Medication,7.0,Yes
22.0,Male,Yes,5.25,Asthma,Surgery,14.0,No
47.0,Female,No,,Bronchitis,Therapy,3.0,No
54.0,Female,No,5.35,Asthma,Surgery,7.0,Yes
,Male,Yes,2.8,Lung Cancer,Surgery,,Yes
73.0,Female,No,5.63,Bronchitis,Medication,11.0,Yes
82.0,,Yes,4.49,COPD,Surgery,6.0,
,Female,No,2.29,COPD,Therapy,7.0,Yes
68.0,Male,No,3.82,COPD,Therapy,4.0,Yes
50.0,Female,Yes,3.67,Lung Cancer,Therapy,13.0,No
,Male,Yes,1.69,COPD,Therapy,13.0,Yes
80.0,Male,No,3.96,Asthma,Surgery,10.0,Yes
43.0,Female,No,2.57,,Therapy,13.0,No
39.0,Female,No,1.26,Pneumonia,Surgery,8.0,Yes
56.0,Male,No,5.74,Pneumonia,Surgery,8.0,
23.0,Female,No,4.21,COPD,Medication,7.0,Yes
39.0,Male,Yes,5.38,COPD,Surgery,13.0,No
,Female,No,4.38,Pneumonia,Surgery,7.0,No
43.0,Male,No,2.78,COPD,Medication,10.0,Yes
,Female,Yes,3.56,Bronchitis,Therapy,13.0,No
68.0,Male,Yes,4.38,Pneumonia,Therapy,13.0,Yes
70.0,Female,,5.8,Lung Cancer,Surgery,8.0,No
55.0,,No,2.27,Pneumonia,Medication,1.0,No
85.0,Male,Yes,5.37,Asthma,Surgery,6.0,Yes
53.0,Female,Yes,,Bronchitis,Surgery,2.0,Yes
55.0,Female,Yes,4.35,Lung Cancer,,1.0,Yes
25.0,Male,Yes,5.66,COPD,Medication,12.0,No
58.0,Male,No,2.99,Asthma,Surgery,10.0,Yes
61.0,Male,No,5.77,Asthma,Therapy,7.0,No
77.0,Male,No,4.51,Bronchitis,Surgery,6.0,No
31.0,Female,,1.21,Lung Cancer,Therapy,5.0,Yes
22.0,Male,Yes,5.53,Asthma,Medication,5.0,No
37.0,Male,Yes,3.42,Lung Cancer,Surgery,9.0,Yes
59.0,Male,Yes,3.3,,Medication,9.0,No
40.0,Female,Yes,3.83,Asthma,Therapy,12.0,Yes
34.0,,Yes,1.75,Lung Cancer,Medication,12.0,No
45.0,Female,No,3.35,Bronchitis,Medication,6.0,No
27.0,Female,No,5.16,Asthma,Medication,13.0,Yes
61.0,Female,Yes,,Bronchitis,Surgery,3.0,
63.0,Female,No,,Bronchitis,Therapy,,No
33.0,Female,Yes,,Lung Cancer,Medication,4.0,No
21.0,Female,Yes,,Lung Cancer,Surgery,5.0,No
56.0,Female,No,4.64,Asthma,Therapy,7.0,No
88.0,Male,,4.99,COPD,Therapy,12.0,Yes
57.0,,,5.73,Asthma,Therapy,7.0,Yes
60.0,Female,Yes,4.04,Bronchitis,,10.0,No
81.0,Male,,2.27,Lung Cancer,Medication,8.0,Yes
79.0,Male,No,5.62,Bronchitis,Medication,1.0,Yes
33.0,Female,Yes,4.88,Pneumonia,Therapy,5.0,No
21.0,Male,Yes,3.87,,Therapy,12.0,Yes
,Female,Yes,4.48,Bronchitis,Medication,9.0,No
36.0,Male,No,5.62,COPD,,7.0,Yes
47.0,Female,Yes,4.56,COPD,Therapy,11.0,No
85.0,Female,Yes,2.84,Asthma,Therapy,12.0,No
54.0,Male,Yes,4.57,Asthma,Surgery,,No
24.0,Male,No,1.2,Asthma,Surgery,2.0,No
84.0,Female,No,2.93,Lung Cancer,Medication,1.0,Yes
,Female,No,3.03,COPD,Therapy,8.0,Yes
75.0,Female,No,1.83,Bronchitis,Therapy,9.0,No
55.0,Male,No,1.12,Pneumonia,Surgery,10.0,Yes
64.0,Male,Yes,1.67,COPD,Therapy,5.0,No
42.0,Male,No,4.27,COPD,Medication,14.0,No
66.0,Male,No,5.01,COPD,Surgery,11.0,Yes
50.0,Female,Yes,5.94,Asthma,Therapy,6.0,No
30.0,Female,No,2.73,Lung Cancer,Therapy,2.0,No
29.0,Female,Yes,4.0,Bronchitis,Medication,11.0,Yes
86.0,Female,No,5.69,Asthma,Therapy,5.0,No
33.0,Male,Yes,1.84,Lung Cancer,Surgery,12.0,No
29.0,Female,Yes,,COPD,Surgery,4.0,Yes
20.0,Female,No,4.77,Lung Cancer,Therapy,8.0,Yes
24.0,,No,1.44,Asthma,Therapy,8.0,
39.0,Male,Yes,,COPD,Therapy,14.0,Yes
27.0,Female,Yes,5.07,Asthma,Therapy,5.0,Yes
62.0,Male,Yes,1.17,Bronchitis,Surgery,11.0,Yes
20.0,Female,Yes,1.46,COPD,Medication,8.0,Yes
76.0,Male,Yes,1.25,Lung Cancer,Surgery,6.0,Yes
83.0,Male,,2.67,Asthma,Therapy,10.0,Yes
47.0,Female,Yes,3.55,Pneumonia,Therapy,6.0,No
,Male,No,3.66,Lung Cancer,Surgery,13.0,No
66.0,Female,Yes,2.34,Lung Cancer,Surgery,13.0,Yes
56.0,Male,No,5.56,COPD,Therapy,4.0,Yes
68.0,Male,No,2.84,Lung Cancer,Surgery,10.0,Yes
63.0,Male,Yes,1.23,Asthma,Therapy,12.0,No
75.0,Male,Yes,2.5,Pneumonia,Surgery,11.0,No
47.0,Male,No,3.66,Bronchitis,Therapy,3.0,No
25.0,Female,,3.04,Pneumonia,Surgery,9.0,No
80.0,Male,Yes,2.37,,Therapy,5.0,Yes
39.0,Female,No,1.66,COPD,,10.0,Yes
21.0,Male,No,5.1,Asthma,Medication,10.0,Yes
56.0,Female,No,5.98,Lung Cancer,Surgery,4.0,Yes
39.0,Male,Yes,2.65,COPD,Medication,6.0,Yes
45.0,Female,Yes,2.91,Bronchitis,Therapy,14.0,No
48.0,Female,No,4.09,Bronchitis,Surgery,4.0,Yes
20.0,Male,Yes,4.59,Asthma,Surgery,6.0,No
54.0,Male,No,2.96,Lung Cancer,Therapy,10.0,Yes
89.0,Male,Yes,5.52,Bronchitis,Therapy,8.0,Yes
78.0,Female,No,3.8,,Therapy,,No
88.0,Female,Yes,3.25,COPD,Surgery,12.0,No
52.0,Male,No,4.23,Pneumonia,Therapy,,Yes
70.0,Male,Yes,5.76,Bronchitis,Medication,1.0,No
31.0,Female,Yes,4.97,Bronchitis,Surgery,13.0,No
39.0,Female,No,1.2,Asthma,Therapy,1.0,No
72.0,Male,Yes,2.66,Asthma,Surgery,14.0,Yes
62.0,Female,Yes,3.35,COPD,Medication,3.0,Yes
69.0,Male,No,2.57,Asthma,Medication,2.0,Yes
48.0,Male,Yes,4.5,Lung Cancer,Therapy,1.0,No
76.0,Male,Yes,5.13,COPD,Surgery,1.0,No
58.0,Female,Yes,4.66,Lung Cancer,Therapy,12.0,Yes
75.0,Female,No,5.95,Asthma,Surgery,12.0,Yes
62.0,Female,No,2.36,COPD,Therapy,12.0,
69.0,Female,No,5.37,Bronchitis,Therapy,6.0,
42.0,Male,No,4.83,Pneumonia,Surgery,7.0,Yes
63.0,Female,No,2.81,Bronchitis,Surgery,8.0,No
57.0,Male,Yes,,Lung Cancer,Medication,3.0,No
42.0,Male,Yes,1.52,Bronchitis,Medication,,Yes
64.0,Male,No,4.95,Bronchitis,Surgery,5.0,No
71.0,Female,Yes,3.66,Pneumonia,Medication,,No
69.0,Male,Yes,2.46,Pneumonia,Medication,12.0,Yes
27.0,Male,Yes,4.28,Bronchitis,Surgery,11.0,No
20.0,Female,Yes,4.21,,Surgery,14.0,No
27.0,Male,No,,Bronchitis,Surgery,11.0,Yes
48.0,Female,No,1.15,COPD,Therapy,4.0,No
24.0,Female,,3.17,Bronchitis,Surgery,2.0,
,Female,Yes,3.85,Asthma,Surgery,9.0,Yes
,Male,No,5.38,Pneumonia,Surgery,12.0,No
84.0,Female,Yes,5.64,,Medication,13.0,Yes
74.0,,Yes,3.64,,Surgery,9.0,Yes
62.0,Female,Yes,4.77,Lung Cancer,Medication,3.0,No
,Female,No,3.2,,Therapy,7.0,Yes
36.0,Male,No,4.73,Pneumonia,Surgery,13.0,Yes
45.0,Female,Yes,2.02,Pneumonia,,1.0,No
27.0,Male,Yes,,Lung Cancer,Medication,8.0,Yes
66.0,Female,Yes,4.17,Lung Cancer,Therapy,8.0,Yes
65.0,Male,Yes,1.09,Bronchitis,Surgery,13.0,No
,Female,Yes,4.61,Pneumonia,Therapy,3.0,Yes
52.0,Male,Yes,5.18,Pneumonia,Therapy,,Yes
20.0,Female,No,3.0,Bronchitis,Surgery,5.0,No
38.0,Male,No,3.24,Pneumonia,Therapy,4.0,
50.0,Male,Yes,,Asthma,Therapy,7.0,
33.0,Male,No,4.88,Lung Cancer,Surgery,11.0,Yes
72.0,Female,Yes,2.44,Lung Cancer,Medication,,Yes
67.0,Male,Yes,2.62,Lung Cancer,Surgery,11.0,No
88.0,Male,No,4.39,,Therapy,8.0,Yes
81.0,Male,No,3.82,Asthma,Surgery,5.0,No
85.0,Male,Yes,1.81,Asthma,Medication,13.0,Yes
,Female,Yes,,Bronchitis,Therapy,11.0,Yes
89.0,Male,No,5.5,COPD,Therapy,,No
82.0,Male,No,4.44,Pneumonia,Medication,8.0,Yes
52.0,Male,,5.93,Asthma,Medication,5.0,No
60.0,Female,Yes,4.84,COPD,Therapy,13.0,No
67.0,Male,,5.71,COPD,Medication,14.0,Yes
32.0,Male,No,2.08,Asthma,Surgery,13.0,Yes
50.0,Male,Yes,4.86,Bronchitis,Medication,1.0,No
87.0,Male,No,1.1,COPD,Surgery,11.0,No
23.0,Female,Yes,4.35,Lung Cancer,Therapy,3.0,No
38.0,Male,No,3.35,COPD,Therapy,2.0,Yes
89.0,Male,No,2.73,Pneumonia,Therapy,,Yes
32.0,Female,No,5.31,Asthma,Therapy,10.0,Yes
,Female,No,5.27,Pneumonia,Therapy,5.0,Yes
20.0,Female,Yes,1.11,Bronchitis,Medication,13.0,No
73.0,Male,No,4.05,Lung Cancer,Medication,8.0,No
34.0,Female,No,2.84,Asthma,Therapy,9.0,No
84.0,Male,No,3.08,COPD,Medication,9.0,Yes
34.0,Female,Yes,5.16,Lung Cancer,Medication,1.0,Yes
40.0,Male,Yes,2.55,COPD,Therapy,1.0,Yes
38.0,Female,Yes,,Bronchitis,Medication,1.0,No
79.0,Male,Yes,1.9,Asthma,Therapy,1.0,No
52.0,Female,Yes,4.31,Bronchitis,Therapy,9.0,No
68.0,Male,Yes,4.36,Bronchitis,Therapy,1.0,No
54.0,Male,No,2.26,Bronchitis,Therapy,7.0,Yes
63.0,Male,No,2.62,Bronchitis,Medication,6.0,Yes
30.0,Male,No,5.17,COPD,Medication,9.0,Yes
85.0,Male,Yes,4.81,Pneumonia,Surgery,11.0,No
65.0,Male,No,2.65,COPD,Surgery,9.0,
28.0,Male,No,3.67,Lung Cancer,Therapy,4.0,
22.0,Male,Yes,1.31,,Surgery,9.0,No
45.0,Female,No,2.04,Lung Cancer,Medication,14.0,Yes
67.0,Male,Yes,3.43,COPD,Medication,13.0,Yes
85.0,Male,No,1.43,Bronchitis,Surgery,14.0,No
89.0,Female,Yes,5.22,COPD,Surgery,6.0,Yes
47.0,Male,Yes,4.59,Bronchitis,Medication,5.0,
45.0,Female,Yes,5.72,COPD,Surgery,9.0,No
44.0,Male,No,4.47,Asthma,Medication,,No
31.0,Female,No,5.7,Pneumonia,Medication,9.0,No
24.0,Female,Yes,3.77,Pneumonia,Surgery,5.0,No
67.0,Male,Yes,4.0,Bronchitis,Surgery,4.0,Yes
56.0,Female,No,5.88,,Therapy,,Yes
63.0,Male,No,4.21,Lung Cancer,Therapy,3.0,Yes
34.0,Male,Yes,1.15,Asthma,Therapy,5.0,Yes
62.0,Male,No,4.62,Bronchitis,Therapy,9.0,Yes
67.0,Male,No,5.53,Asthma,Therapy,3.0,
89.0,Female,No,4.98,Lung Cancer,Medication,1.0,No
65.0,Male,Yes,3.92,Bronchitis,Surgery,,No
62.0,Female,Yes,4.36,Pneumonia,Medication,10.0,Yes
40.0,Female,No,5.95,Asthma,Therapy,5.0,
42.0,Male,Yes,1.45,Pneumonia,Therapy,3.0,No
66.0,Male,No,4.34,Pneumonia,Surgery,6.0,No
34.0,Male,No,2.42,COPD,Medication,11.0,Yes
44.0,Male,Yes,4.2,Lung Cancer,Therapy,8.0,Yes
55.0,Female,,4.04,Asthma,Therapy,6.0,Yes
70.0,Male,Yes,1.77,Pneumonia,Therapy,10.0,No
34.0,Female,No,2.03,Pneumonia,Therapy,9.0,
87.0,Male,,4.11,Lung Cancer,Medication,6.0,Yes
40.0,,Yes,1.64,Pneumonia,Medication,14.0,Yes
32.0,Male,Yes,2.33,Pneumonia,Therapy,5.0,No
38.0,Male,Yes,5.18,Pneumonia,Medication,4.0,Yes
53.0,,No,2.64,Pneumonia,Therapy,2.0,Yes
87.0,Female,No,3.44,COPD,Surgery,6.0,Yes
71.0,Male,No,5.71,,Surgery,2.0,No
46.0,Female,Yes,2.14,Bronchitis,,5.0,Yes
48.0,Female,Yes,2.95,Asthma,Medication,1.0,Yes
47.0,Male,No,4.03,,Therapy,3.0,No
54.0,Male,Yes,4.78,Bronchitis,Surgery,10.0,Yes
27.0,Female,Yes,5.51,COPD,Surgery,5.0,Yes
,Female,Yes,5.58,COPD,Medication,13.0,Yes
55.0,Female,Yes,4.88,COPD,Medication,13.0,
49.0,Female,No,2.14,Bronchitis,Surgery,7.0,No
37.0,Male,Yes,1.12,COPD,Therapy,8.0,No
21.0,Male,No,2.92,Bronchitis,Therapy,7.0,No
68.0,Female,No,1.71,COPD,Therapy,7.0,Yes
23.0,Male,Yes,4.55,Pneumonia,,11.0,
26.0,Female,No,4.31,Pneumonia,Medication,2.0,Yes
58.0,Female,No,1.22,Asthma,Therapy,6.0,Yes
32.0,Male,,5.18,COPD,Surgery,5.0,No
50.0,Female,No,2.24,Asthma,Surgery,11.0,Yes
82.0,Female,No,3.16,Bronchitis,Medication,9.0,No
75.0,Male,No,4.34,Asthma,Therapy,12.0,Yes
61.0,Male,No,3.15,COPD,Surgery,10.0,Yes
80.0,Female,,3.21,Bronchitis,Therapy,11.0,No
61.0,Female,No,1.33,Bronchitis,Therapy,4.0,Yes
,Male,No,3.01,,Therapy,12.0,Yes
55.0,Female,No,4.82,Bronchitis,Surgery,7.0,Yes
87.0,Female,Yes,5.58,Bronchitis,Therapy,11.0,Yes
26.0,Male,Yes,,Asthma,Medication,8.0,
73.0,Male,Yes,3.12,Bronchitis,Surgery,14.0,Yes
20.0,Male,No,4.51,Lung Cancer,Surgery,,No
63.0,Male,No,5.71,Pneumonia,Therapy,3.0,No
64.0,Male,No,2.34,Pneumonia,Therapy,11.0,Yes
66.0,,Yes,3.2,Bronchitis,Therapy,5.0,Yes
32.0,Female,Yes,4.98,Asthma,Surgery,1.0,No
41.0,Female,Yes,4.05,,Medication,14.0,No
40.0,Male,No,,Pneumonia,Medication,13.0,Yes
28.0,Male,Yes,4.14,Lung Cancer,Surgery,8.0,Yes
45.0,Female,Yes,1.93,Bronchitis,Medication,12.0,No
28.0,Female,No,3.55,Pneumonia,Therapy,12.0,Yes
,Female,Yes,3.65,Pneumonia,Surgery,12.0,Yes
29.0,Male,No,5.38,Pneumonia,Medication,11.0,No
61.0,Male,Yes,3.31,Pneumonia,Surgery,2.0,Yes
,Female,No,2.4,Asthma,Medication,13.0,No
68.0,Male,No,,COPD,Surgery,10.0,Yes
45.0,Male,No,5.37,Lung Cancer,Medication,,No
56.0,Male,No,1.86,Asthma,Surgery,9.0,No
87.0,Female,No,3.13,Lung Cancer,Surgery,1.0,No
69.0,Female,Yes,1.94,Pneumonia,Surgery,,No
43.0,,No,4.87,Lung Cancer,Surgery,,No
38.0,,No,3.37,Bronchitis,Surgery,7.0,Yes
79.0,Male,No,2.76,Bronchitis,Therapy,14.0,Yes
58.0,Male,No,2.81,COPD,Surgery,9.0,No
37.0,Male,Yes,5.26,COPD,,2.0,No
38.0,Female,No,3.77,Lung Cancer,Surgery,2.0,No
55.0,Male,,4.59,Asthma,Medication,6.0,No
74.0,Male,No,5.49,Asthma,Surgery,3.0,No
88.0,Male,No,,Pneumonia,Therapy,4.0,Yes
66.0,Female,Yes,2.64,Asthma,,3.0,No
68.0,Female,Yes,5.76,COPD,,13.0,Yes
52.0,Male,Yes,1.12,Asthma,Medication,1.0,No
40.0,Female,,2.88,Pneumonia,Surgery,14.0,No
41.0,,Yes,,Bronchitis,Surgery,14.0,Yes
67.0,Female,No,2.37,Asthma,Surgery,6.0,No
56.0,Female,Yes,2.37,Asthma,Surgery,11.0,No
34.0,Female,Yes,,COPD,Medication,11.0,Yes
54.0,Female,No,4.06,Lung Cancer,Surgery,13.0,Yes
51.0,Male,Yes,3.19,Bronchitis,Medication,2.0,No
30.0,Female,Yes,4.63,Lung Cancer,Medication,,Yes
29.0,Female,No,5.47,Pneumonia,,7.0,No
76.0,Male,No,4.37,,Medication,5.0,Yes
44.0,Male,No,2.02,Lung Cancer,Surgery,8.0,No
21.0,,Yes,5.66,COPD,Surgery,14.0,Yes
83.0,Male,Yes,,COPD,Surgery,2.0,No
54.0,Female,Yes,1.75,COPD,Surgery,13.0,Yes
26.0,Female,Yes,1.45,Bronchitis,Therapy,10.0,Yes
37.0,Female,Yes,3.82,Pneumonia,Therapy,8.0,No
86.0,Female,No,1.57,Pneumonia,Therapy,7.0,No
61.0,Male,Yes,1.69,Pneumonia,Therapy,13.0,No
58.0,Female,No,2.5,Bronchitis,Medication,10.0,Yes
,Female,Yes,2.41,Pneumonia,Therapy,14.0,No
43.0,Male,No,4.02,Lung Cancer,Medication,8.0,No
79.0,Female,Yes,5.08,Asthma,Surgery,11.0,Yes
65.0,Female,Yes,4.81,Bronchitis,Medication,3.0,Yes
38.0,Female,No,2.31,Asthma,Medication,,No
87.0,Female,Yes,2.23,Lung Cancer,Therapy,6.0,No
61.0,,No,5.83,COPD,Surgery,2.0,Yes
51.0,Male,Yes,1.04,COPD,Surgery,6.0,Yes
58.0,Male,Yes,5.4,COPD,Therapy,5.0,No
55.0,Male,No,2.0,Bronchitis,Medication,3.0,Yes
55.0,Male,Yes,5.74,COPD,Therapy,1.0,Yes
22.0,Female,No,2.71,Bronchitis,Medication,7.0,No
27.0,Female,Yes,3.2,Bronchitis,Therapy,2.0,No
89.0,Male,Yes,4.54,Asthma,Therapy,1.0,No
60.0,Male,Yes,3.94,COPD,Surgery,1.0,Yes
87.0,Male,Yes,,Pneumonia,,7.0,No
32.0,Female,Yes,3.77,COPD,Surgery,12.0,Yes
68.0,Male,Yes,,COPD,Therapy,1.0,Yes
79.0,Female,Yes,1.21,COPD,Surgery,9.0,Yes
21.0,Female,No,1.06,Pneumonia,Surgery,,Yes
79.0,Female,Yes,3.29,,Therapy,,No
24.0,Female,Yes,1.66,Bronchitis,Surgery,12.0,Yes
63.0,Male,Yes,4.32,Pneumonia,Medication,4.0,No
46.0,Female,No,2.07,Bronchitis,Surgery,13.0,Yes
51.0,Female,No,3.16,Asthma,Medication,12.0,Yes
40.0,Male,Yes,1.99,Bronchitis,,14.0,No
27.0,Female,Yes,3.74,COPD,Therapy,5.0,No
69.0,Female,Yes,1.58,Lung Cancer,Therapy,2.0,No
86.0,Female,No,1.12,Lung Cancer,Surgery,,No
63.0,Male,Yes,1.26,COPD,Medication,2.0,No
77.0,Female,No,5.77,Bronchitis,Surgery,,No
22.0,Female,,1.71,COPD,Therapy,4.0,Yes
89.0,Male,No,4.54,Pneumonia,Surgery,10.0,No
21.0,Male,No,1.34,Bronchitis,Therapy,11.0,Yes
63.0,Female,Yes,1.54,COPD,Medication,14.0,Yes
21.0,Female,Yes,,Pneumonia,Medication,5.0,No
54.0,Male,Yes,3.32,Pneumonia,Therapy,6.0,Yes
49.0,Female,Yes,5.76,Bronchitis,Medication,6.0,Yes
27.0,Male,,,Asthma,Therapy,9.0,No
41.0,Female,Yes,4.9,Asthma,Therapy,4.0,No
63.0,Male,Yes,4.01,Pneumonia,Therapy,13.0,Yes
77.0,Female,No,3.27,Asthma,Surgery,14.0,No
55.0,Male,Yes,2.78,Pneumonia,Medication,,No
88.0,Male,,5.74,Asthma,Surgery,6.0,Yes
50.0,Male,No,4.01,Pneumonia,Surgery,4.0,No
66.0,,,3.9,Pneumonia,Medication,6.0,No
74.0,,Yes,2.16,Pneumonia,Surgery,2.0,No
81.0,Female,Yes,1.23,Pneumonia,,12.0,Yes
49.0,Female,Yes,5.73,Lung Cancer,Surgery,,Yes
,Male,No,,Asthma,Therapy,,No
35.0,Female,,,Pneumonia,Medication,3.0,No
31.0,Female,Yes,1.57,COPD,Surgery,14.0,No
36.0,Female,Yes,5.18,Bronchitis,Medication,10.0,
35.0,Female,No,1.14,COPD,Therapy,4.0,Yes
31.0,Female,Yes,5.17,COPD,Surgery,9.0,No
27.0,Female,No,1.7,Lung Cancer,Therapy,12.0,No
22.0,Male,No,5.43,Asthma,Therapy,,Yes
35.0,Female,No,4.65,Lung Cancer,Therapy,5.0,No
49.0,Female,Yes,1.82,Asthma,Medication,9.0,No
42.0,Female,Yes,3.83,Pneumonia,Medication,10.0,Yes
24.0,Male,Yes,2.56,Lung Cancer,Medication,13.0,No
84.0,Female,No,1.89,Bronchitis,Surgery,10.0,No
,Female,Yes,5.3,,Therapy,10.0,Yes
40.0,Female,Yes,3.02,Lung Cancer,Medication,12.0,No
89.0,Male,No,2.99,Bronchitis,Therapy,,Yes
41.0,Female,Yes,1.85,COPD,Medication,6.0,Yes
51.0,Male,Yes,2.92,,Therapy,,Yes
52.0,Female,Yes,5.36,Pneumonia,Medication,5.0,No
35.0,Male,No,2.82,COPD,Medication,5.0,No
57.0,Male,Yes,5.76,Lung Cancer,Medication,3.0,No
33.0,Male,No,5.73,COPD,Medication,7.0,No
55.0,Female,No,1.72,Bronchitis,Therapy,2.0,
42.0,Male,No,1.89,Asthma,Medication,11.0,Yes
85.0,Male,Yes,5.31,Lung Cancer,Medication,12.0,Yes
,Male,Yes,2.96,Asthma,Medication,3.0,No
84.0,Male,Yes,1.02,COPD,Therapy,2.0,
86.0,Female,No,2.37,Pneumonia,Medication,13.0,Yes
71.0,Female,No,3.99,Asthma,Therapy,8.0,
81.0,Female,Yes,5.0,Asthma,Surgery,,No
42.0,Female,No,1.67,Pneumonia,Therapy,10.0,Yes
45.0,Male,Yes,1.55,Asthma,Surgery,8.0,No
87.0,Female,Yes,5.61,Asthma,Medication,8.0,No
74.0,Male,Yes,4.76,Pneumonia,Medication,8.0,No
25.0,Female,Yes,3.95,Pneumonia,Therapy,8.0,Yes
54.0,Female,Yes,,COPD,Medication,8.0,Yes
41.0,Female,Yes,,COPD,Medication,,
62.0,Male,,4.79,Asthma,,9.0,Yes
34.0,Female,No,2.86,Lung Cancer,Medication,2.0,Yes
79.0,Female,Yes,2.22,,Surgery,9.0,Yes
31.0,Female,No,4.65,COPD,Surgery,8.0,Yes
68.0,Male,No,3.1,Lung Cancer,Medication,11.0,Yes
61.0,Female,Yes,5.91,Lung Cancer,Medication,10.0,No
57.0,Female,No,2.75,Pneumonia,Surgery,1.0,No
64.0,Male,No,5.61,,Medication,14.0,Yes
54.0,,No,5.66,Bronchitis,Surgery,5.0,No
49.0,Female,Yes,2.21,Bronchitis,Therapy,11.0,No
49.0,Female,Yes,4.99,Asthma,Surgery,2.0,Yes
25.0,Female,Yes,3.17,COPD,Medication,10.0,Yes
86.0,Male,Yes,5.59,Bronchitis,Medication,5.0,Yes
26.0,Male,Yes,,COPD,Surgery,13.0,No
71.0,Male,No,4.72,COPD,Surgery,8.0,No
33.0,Female,No,3.33,Bronchitis,Medication,9.0,Yes
34.0,Male,Yes,2.14,COPD,Medication,9.0,Yes
40.0,Female,,2.0,Lung Cancer,Medication,1.0,No
54.0,Male,No,3.13,Asthma,Therapy,7.0,Yes
85.0,,No,4.78,Pneumonia,Therapy,12.0,Yes
21.0,Male,No,4.03,Bronchitis,Surgery,11.0,No
54.0,Female,Yes,4.44,Pneumonia,Surgery,,No
39.0,Female,Yes,2.41,Asthma,Therapy,10.0,Yes
29.0,Female,Yes,3.41,Lung Cancer,Therapy,3.0,No
44.0,Female,No,1.22,Lung Cancer,Surgery,13.0,No
85.0,Male,No,,Lung Cancer,Therapy,6.0,Yes
44.0,Female,Yes,5.95,Lung Cancer,Surgery,11.0,Yes
,Male,Yes,3.03,Bronchitis,Medication,3.0,Yes
52.0,Female,No,1.05,Bronchitis,Surgery,9.0,Yes
55.0,Female,Yes,1.85,COPD,,13.0,Yes
33.0,Male,Yes,4.26,,Therapy,3.0,Yes
84.0,Male,No,4.06,Asthma,Therapy,2.0,Yes
73.0,Female,No,4.94,COPD,Surgery,9.0,No
71.0,Female,Yes,2.27,Asthma,Therapy,11.0,Yes
22.0,Male,No,4.82,Asthma,Surgery,13.0,No
60.0,Male,Yes,4.44,Asthma,Medication,14.0,Yes
25.0,Male,No,2.61,Lung Cancer,Medication,8.0,Yes
44.0,Male,No,3.73,Pneumonia,Therapy,8.0,Yes
32.0,Male,Yes,1.74,Pneumonia,Surgery,2.0,Yes
27.0,,No,,Bronchitis,Surgery,6.0,Yes
40.0,Female,Yes,5.41,Asthma,Therapy,13.0,Yes
,Female,No,3.11,Lung Cancer,Surgery,13.0,No
44.0,,Yes,5.2,COPD,Therapy,5.0,Yes
87.0,Male,No,3.95,COPD,Therapy,14.0,Yes
64.0,Male,No,1.96,Bronchitis,Medication,,Yes
79.0,Male,Yes,3.91,,Therapy,2.0,No
31.0,Female,No,3.53,Asthma,,5.0,No
51.0,Male,Yes,2.99,Asthma,Therapy,4.0,Yes
,Male,No,1.6,COPD,,9.0,
50.0,Female,No,3.08,COPD,Medication,12.0,Yes
39.0,Female,Yes,1.36,COPD,,1.0,Yes
37.0,Female,No,1.49,COPD,Therapy,6.0,Yes
79.0,Male,No,3.08,Pneumonia,Surgery,7.0,No
82.0,Male,Yes,2.53,Asthma,Surgery,12.0,Yes
25.0,Female,No,5.63,Asthma,Therapy,6.0,No
51.0,Female,Yes,,COPD,Medication,5.0,No
62.0,Male,Yes,4.79,Lung Cancer,,12.0,Yes
21.0,Female,Yes,3.65,COPD,Surgery,4.0,No
79.0,Male,No,4.52,Bronchitis,Medication,5.0,Yes
42.0,Female,No,2.3,Lung Cancer,Therapy,9.0,No
50.0,Female,Yes,5.71,Bronchitis,Therapy,5.0,Yes
24.0,Female,No,3.65,Lung Cancer,Therapy,,Yes
,Male,Yes,5.16,Bronchitis,Medication,8.0,Yes
29.0,Male,No,2.83,COPD,Surgery,7.0,Yes
21.0,Female,Yes,1.5,COPD,Medication,4.0,No
,Male,Yes,4.37,Lung Cancer,Surgery,10.0,No
69.0,Female,No,1.04,Bronchitis,,5.0,No
50.0,Female,Yes,3.38,Pneumonia,Therapy,7.0,Yes
75.0,Male,Yes,1.96,,Therapy,6.0,Yes
28.0,Male,No,4.14,Lung Cancer,Therapy,13.0,No
40.0,Male,Yes,5.9,Asthma,Medication,3.0,Yes
47.0,Male,Yes,3.32,Lung Cancer,,10.0,Yes
81.0,Female,No,5.09,Pneumonia,Medication,3.0,No
26.0,Male,Yes,3.54,COPD,Therapy,2.0,Yes
,,Yes,3.48,Bronchitis,Therapy,14.0,No
23.0,Female,Yes,5.65,Asthma,Therapy,3.0,Yes
23.0,,Yes,5.45,Bronchitis,Medication,11.0,Yes
59.0,Female,Yes,4.93,COPD,Surgery,10.0,No
36.0,Female,Yes,2.48,Lung Cancer,Medication,13.0,No
71.0,Male,Yes,3.73,Pneumonia,Medication,1.0,No
71.0,Male,Yes,2.12,Asthma,Medication,13.0,No
55.0,Female,No,3.22,Pneumonia,Surgery,9.0,No
57.0,Female,Yes,3.42,Pneumonia,Medication,2.0,Yes
69.0,Male,Yes,5.16,Pneumonia,Therapy,12.0,No
82.0,Male,No,5.48,Pneumonia,Surgery,,Yes
82.0,Male,Yes,3.07,COPD,,3.0,Yes
81.0,Male,Yes,1.09,,,5.0,No
26.0,Male,Yes,5.31,Pneumonia,Surgery,10.0,No
46.0,Female,Yes,1.87,COPD,Medication,12.0,Yes
33.0,Female,Yes,4.11,Bronchitis,Surgery,4.0,No
24.0,Female,Yes,1.12,,Therapy,13.0,
74.0,Female,No,,Lung Cancer,Medication,5.0,Yes
21.0,Male,No,5.93,COPD,Medication,6.0,Yes
81.0,Female,No,,,Therapy,5.0,No
40.0,Male,No,3.12,Lung Cancer,Medication,10.0,Yes
40.0,Male,No,2.54,Lung Cancer,Medication,1.0,Yes
29.0,Male,Yes,5.53,,Surgery,6.0,Yes
,Male,Yes,5.35,Pneumonia,Medication,9.0,Yes
58.0,Male,Yes,2.19,Lung Cancer,Therapy,3.0,Yes
24.0,Male,Yes,1.41,Lung Cancer,Medication,2.0,Yes
84.0,Male,Yes,4.14,Bronchitis,Surgery,6.0,Yes
32.0,,No,2.68,Lung Cancer,Therapy,12.0,Yes
72.0,Male,No,4.36,Bronchitis,Therapy,14.0,Yes
64.0,Female,Yes,1.16,Pneumonia,Therapy,,Yes
51.0,Female,Yes,1.67,Asthma,Therapy,4.0,No
55.0,Male,,4.43,Asthma,Surgery,6.0,
79.0,Male,No,2.06,Pneumonia,Surgery,12.0,No
30.0,Female,No,5.29,,Surgery,13.0,
82.0,Female,Yes,1.29,COPD,Surgery,12.0,Yes
40.0,Female,No,2.08,Lung Cancer,Medication,6.0,Yes
71.0,Female,Yes,5.99,Lung Cancer,Surgery,12.0,Yes
74.0,Male,No,3.17,Lung Cancer,Medication,2.0,Yes
45.0,Male,No,4.51,Bronchitis,Therapy,,No
87.0,Male,Yes,1.91,COPD,Medication,13.0,Yes
53.0,Female,No,4.05,Lung Cancer,Medication,3.0,
71.0,Male,No,4.63,Bronchitis,Medication,13.0,No
71.0,Female,Yes,2.57,Bronchitis,Surgery,9.0,No
48.0,Male,No,,Asthma,Surgery,2.0,Yes
57.0,Female,Yes,,Bronchitis,Therapy,3.0,No
61.0,Male,No,2.95,Pneumonia,Surgery,,Yes
40.0,Male,Yes,3.79,Bronchitis,Medication,4.0,Yes
,Female,Yes,,Pneumonia,Surgery,1.0,No
32.0,Female,No,1.83,Pneumonia,Surgery,11.0,No
83.0,Female,No,3.01,Asthma,Medication,13.0,No
36.0,Female,Yes,2.72,Asthma,Therapy,2.0,Yes
28.0,Female,No,3.0,Bronchitis,Surgery,3.0,Yes
60.0,Male,No,4.81,Asthma,Therapy,,No
20.0,Female,No,3.41,Asthma,Medication,9.0,
21.0,Male,Yes,5.7,Lung Cancer,,11.0,Yes
79.0,Male,Yes,2.47,Bronchitis,Therapy,6.0,Yes
67.0,Male,Yes,3.08,Bronchitis,Therapy,14.0,No
48.0,Male,No,4.93,Bronchitis,Medication,11.0,No
29.0,,No,3.73,Asthma,Surgery,6.0,No
77.0,Female,,3.74,Asthma,Therapy,3.0,Yes
79.0,Female,Yes,1.27,,Therapy,5.0,No
40.0,Male,No,,COPD,Therapy,11.0,Yes
47.0,Male,No,,COPD,Therapy,4.0,Yes
53.0,Female,No,6.0,COPD,Therapy,10.0,Yes
27.0,Female,No,2.54,Lung Cancer,Therapy,10.0,Yes
78.0,Male,,5.42,Asthma,Therapy,,No
68.0,Female,No,4.38,Pneumonia,Therapy,9.0,No
36.0,Female,No,2.7,Pneumonia,Therapy,9.0,Yes
79.0,,Yes,3.72,COPD,Therapy,1.0,No
64.0,Male,Yes,5.2,Lung Cancer,Surgery,8.0,
88.0,Female,No,,,Medication,9.0,No
51.0,Male,Yes,1.8,COPD,Medication,5.0,No
63.0,Male,No,,COPD,Medication,4.0,No
84.0,Male,No,2.68,Asthma,Therapy,10.0,No
27.0,Male,Yes,1.21,Lung Cancer,Medication,4.0,No
62.0,Male,Yes,3.99,Pneumonia,Therapy,2.0,No
20.0,Female,,5.27,COPD,Surgery,9.0,
70.0,Male,Yes,2.91,Asthma,Medication,5.0,No
43.0,Male,No,4.7,Pneumonia,Surgery,11.0,No
43.0,Male,No,4.14,Lung Cancer,Surgery,3.0,
36.0,Female,No,2.88,COPD,Therapy,6.0,Yes
24.0,Female,Yes,1.71,COPD,Medication,9.0,No
39.0,Female,No,4.55,Asthma,Surgery,9.0,No
40.0,Female,No,5.27,Asthma,Medication,12.0,
77.0,Female,No,4.43,,Surgery,13.0,No
50.0,Female,Yes,1.09,COPD,Surgery,,Yes
30.0,Female,No,,Asthma,Therapy,8.0,Yes
71.0,Male,No,1.35,,Medication,4.0,No
34.0,Male,No,3.85,Lung Cancer,Therapy,5.0,Yes
26.0,Female,Yes,4.78,COPD,Therapy,7.0,No
47.0,Male,No,1.55,Pneumonia,Therapy,7.0,Yes
70.0,Male,,5.19,COPD,Therapy,13.0,No
77.0,Female,Yes,3.78,Bronchitis,Therapy,,Yes
24.0,Male,Yes,,Bronchitis,Surgery,8.0,
24.0,Male,No,,Lung Cancer,Medication,11.0,Yes
27.0,Female,No,,Lung Cancer,Medication,5.0,
83.0,Male,,5.51,Lung Cancer,Therapy,1.0,Yes
29.0,Female,Yes,1.63,Pneumonia,Medication,11.0,No
57.0,Female,Yes,2.96,Pneumonia,Surgery,9.0,Yes
27.0,Male,No,5.26,COPD,Therapy,9.0,Yes
44.0,Male,Yes,5.53,Asthma,,7.0,No
85.0,Male,No,3.53,Bronchitis,Surgery,12.0,No
69.0,Female,No,3.97,Bronchitis,Therapy,6.0,No
86.0,Female,Yes,4.54,Bronchitis,Surgery,13.0,Yes
68.0,Female,No,5.16,COPD,Therapy,13.0,No
55.0,Male,,1.61,COPD,,5.0,
87.0,Male,Yes,5.05,Lung Cancer,Medication,5.0,No
60.0,Female,No,3.41,Asthma,,3.0,Yes
81.0,Male,Yes,3.25,Lung Cancer,Medication,10.0,
29.0,Male,No,3.12,COPD,Therapy,1.0,No
40.0,Female,Yes,3.55,Pneumonia,Surgery,6.0,Yes
55.0,Female,No,5.73,Lung Cancer,Surgery,8.0,No
31.0,Male,No,,COPD,Medication,14.0,Yes
21.0,Female,No,5.77,COPD,Medication,2.0,No
32.0,Male,Yes,1.9,Pneumonia,Therapy,8.0,No
72.0,Female,No,4.62,Pneumonia,Therapy,8.0,No
51.0,Female,Yes,5.06,,Surgery,10.0,No
35.0,Female,Yes,,Asthma,Therapy,8.0,Yes
51.0,Male,Yes,4.03,COPD,Therapy,10.0,Yes
51.0,Male,Yes,3.82,Pneumonia,Therapy,3.0,Yes
30.0,Female,Yes,5.3,Asthma,Medication,10.0,Yes
29.0,Female,No,5.11,Bronchitis,Medication,8.0,Yes
34.0,Female,Yes,1.61,Bronchitis,Surgery,11.0,Yes
36.0,Male,No,5.24,Bronchitis,,12.0,No
59.0,Female,No,3.07,,Medication,12.0,No
37.0,Female,Yes,2.27,Asthma,Therapy,14.0,No
74.0,Female,No,5.35,Asthma,Surgery,4.0,Yes
44.0,Female,No,3.16,Bronchitis,Therapy,3.0,No
78.0,Male,Yes,5.04,Lung Cancer,Surgery,11.0,Yes
41.0,Male,No,2.32,Bronchitis,Surgery,9.0,Yes
49.0,Female,Yes,1.02,COPD,Medication,8.0,No
63.0,Male,Yes,3.48,Bronchitis,Therapy,10.0,No
51.0,Male,Yes,1.5,Bronchitis,Medication,13.0,
70.0,Male,No,4.77,Asthma,Therapy,13.0,Yes
65.0,Female,No,,Bronchitis,Therapy,2.0,Yes
40.0,Male,No,3.22,Pneumonia,Surgery,13.0,No
51.0,Male,No,,Pneumonia,Surgery,13.0,Yes
58.0,Male,Yes,2.43,Lung Cancer,Therapy,13.0,Yes
31.0,,Yes,4.91,COPD,Medication,14.0,No
66.0,Female,No,1.76,COPD,Surgery,8.0,Yes
37.0,Male,Yes,4.24,Asthma,Surgery,11.0,
40.0,Male,No,5.59,COPD,Therapy,11.0,Yes
32.0,Female,Yes,4.4,Lung Cancer,Therapy,3.0,
40.0,Female,Yes,5.06,Pneumonia,Surgery,10.0,Yes
27.0,Male,Yes,1.54,Asthma,,12.0,No
65.0,Male,Yes,2.25,Pneumonia,,14.0,Yes
26.0,Female,Yes,5.47,Lung Cancer,Therapy,6.0,Yes
42.0,Female,No,4.58,,Surgery,5.0,No
41.0,Male,No,4.2,Bronchitis,Therapy,8.0,No
41.0,Female,Yes,4.32,COPD,Surgery,9.0,Yes
48.0,Male,No,3.07,Lung Cancer,Therapy,11.0,Yes
32.0,Male,Yes,1.22,Asthma,Therapy,,Yes
21.0,Male,,4.92,Pneumonia,Medication,6.0,Yes
48.0,Female,Yes,4.39,Asthma,Therapy,6.0,Yes
71.0,,Yes,3.36,Bronchitis,Surgery,1.0,Yes
46.0,Male,No,5.5,,Therapy,5.0,Yes
69.0,Female,Yes,2.68,Asthma,Surgery,14.0,No
42.0,Female,No,2.47,Lung Cancer,Medication,8.0,Yes
63.0,Male,Yes,,Lung Cancer,Surgery,6.0,No
41.0,Male,Yes,4.98,Pneumonia,Medication,12.0,Yes
62.0,Female,No,3.57,COPD,Medication,1.0,Yes
,Female,Yes,1.65,Bronchitis,Therapy,5.0,No
,Female,Yes,2.08,Asthma,Medication,13.0,Yes
75.0,Male,,4.28,COPD,Surgery,11.0,No
22.0,,No,2.93,Pneumonia,Medication,12.0,Yes
82.0,Male,No,5.18,COPD,Medication,5.0,Yes
,Female,Yes,5.75,Lung Cancer,Therapy,12.0,Yes
42.0,Male,Yes,5.03,Lung Cancer,Surgery,3.0,Yes
48.0,Female,No,2.89,Bronchitis,Medication,8.0,No
49.0,Male,No,4.94,,Therapy,9.0,No
58.0,Female,Yes,2.76,Asthma,Therapy,6.0,No
44.0,Male,Yes,1.84,Pneumonia,Surgery,6.0,
27.0,Male,No,1.17,,Therapy,2.0,No
77.0,Female,No,2.93,Asthma,Medication,10.0,Yes
35.0,Female,No,5.52,Lung Cancer,Therapy,,No
20.0,Male,No,2.19,Bronchitis,Surgery,6.0,Yes
24.0,Female,Yes,2.03,COPD,Surgery,12.0,No
22.0,,Yes,5.85,Bronchitis,Therapy,8.0,No
84.0,Male,Yes,1.13,Bronchitis,Medication,2.0,No
23.0,Female,Yes,4.93,Asthma,Therapy,9.0,No
83.0,Male,No,2.61,Pneumonia,Surgery,13.0,Yes
29.0,Male,Yes,1.19,Pneumonia,Therapy,,No
40.0,Female,No,5.59,,Therapy,14.0,No
65.0,Female,Yes,1.7,Asthma,Medication,9.0,No
46.0,,Yes,3.76,Asthma,Therapy,14.0,No
85.0,Male,Yes,2.37,Pneumonia,,4.0,Yes
60.0,Male,No,,Asthma,Therapy,4.0,Yes
32.0,Male,Yes,1.25,COPD,Therapy,4.0,Yes
28.0,Male,No,1.58,,Medication,11.0,No
55.0,Male,No,1.36,Lung Cancer,Medication,5.0,No
77.0,Female,Yes,,,Surgery,8.0,Yes
73.0,Female,No,3.43,Bronchitis,Medication,2.0,
31.0,Female,Yes,2.71,Lung Cancer,Therapy,11.0,Yes
33.0,Male,No,3.09,COPD,Surgery,5.0,Yes
53.0,Female,Yes,5.64,Bronchitis,Medication,14.0,Yes
72.0,,No,5.55,COPD,Medication,2.0,No
39.0,Male,No,4.58,Bronchitis,Surgery,11.0,No
35.0,Female,Yes,5.42,Asthma,Therapy,11.0,Yes
89.0,Male,Yes,2.6,Bronchitis,Therapy,,No
75.0,,Yes,2.91,Asthma,Surgery,1.0,No
77.0,Male,Yes,4.07,Bronchitis,Therapy,7.0,Yes
23.0,Male,No,4.12,,Medication,3.0,Yes
23.0,Male,No,3.41,COPD,Therapy,4.0,
39.0,Male,No,3.0,Bronchitis,Medication,14.0,Yes
,Female,No,5.93,COPD,Therapy,8.0,No
43.0,Male,Yes,5.11,Bronchitis,Medication,3.0,No
,Male,No,3.17,Pneumonia,Surgery,,No
56.0,Male,,4.64,Lung Cancer,Medication,13.0,No
73.0,Male,No,2.35,COPD,Therapy,13.0,Yes
40.0,Female,Yes,1.5,COPD,Medication,7.0,No
57.0,Female,Yes,2.76,Asthma,Therapy,12.0,Yes
65.0,Male,Yes,3.01,Pneumonia,Therapy,1.0,No
23.0,Male,Yes,1.08,Asthma,Medication,9.0,No
79.0,Male,Yes,5.07,Pneumonia,Therapy,13.0,
76.0,Female,No,2.8,Pneumonia,Surgery,6.0,Yes
64.0,Female,Yes,3.9,Bronchitis,Therapy,3.0,
39.0,Female,No,1.37,Asthma,,7.0,No
36.0,Female,No,1.87,Lung Cancer,Surgery,13.0,Yes
23.0,Male,Yes,5.45,Pneumonia,Therapy,5.0,No
33.0,Female,No,4.04,Pneumonia,Surgery,8.0,No
,Female,No,,COPD,Surgery,8.0,Yes
77.0,Male,No,5.99,Bronchitis,Medication,12.0,No
74.0,,Yes,2.86,Lung Cancer,,9.0,
23.0,Female,Yes,2.49,Pneumonia,Surgery,,Yes
43.0,Female,Yes,5.29,COPD,Surgery,,No
53.0,Female,Yes,5.99,Asthma,Surgery,13.0,No
49.0,Female,No,4.15,Pneumonia,Surgery,2.0,No
38.0,Male,No,4.98,COPD,Therapy,3.0,Yes
50.0,Male,No,4.91,Asthma,Surgery,5.0,Yes
79.0,Female,No,2.78,Bronchitis,Therapy,8.0,Yes
79.0,Female,No,3.87,Asthma,Therapy,12.0,No
38.0,Female,No,5.17,Pneumonia,Therapy,10.0,Yes
68.0,Female,Yes,4.44,Lung Cancer,Medication,2.0,No
82.0,Female,No,1.11,Asthma,Medication,5.0,Yes
41.0,Male,No,2.68,Lung Cancer,Therapy,14.0,Yes
43.0,Male,No,1.72,Lung Cancer,Medication,9.0,No
49.0,Male,Yes,2.16,Asthma,Surgery,2.0,No
77.0,Female,No,5.53,,Therapy,8.0,No
50.0,Female,No,1.18,Asthma,Therapy,3.0,Yes
83.0,Male,Yes,2.1,COPD,Therapy,8.0,No
38.0,Male,No,2.55,Lung Cancer,Medication,4.0,No
67.0,Female,Yes,4.08,Pneumonia,Medication,4.0,No
64.0,Male,Yes,3.67,,Medication,12.0,No
74.0,Female,No,2.09,Pneumonia,Surgery,7.0,Yes
74.0,Female,No,1.82,COPD,Medication,5.0,Yes
37.0,Male,Yes,2.18,COPD,Therapy,4.0,No
82.0,Male,No,3.51,COPD,Medication,7.0,No
66.0,Male,No,2.36,Asthma,Medication,12.0,Yes
76.0,Female,Yes,5.74,Lung Cancer,Medication,3.0,No
64.0,Female,Yes,,Pneumonia,Medication,9.0,No
52.0,Male,No,1.29,COPD,Therapy,14.0,No
,Female,Yes,4.65,COPD,Medication,13.0,Yes
89.0,Female,No,2.64,,Therapy,,Yes
23.0,Female,No,4.27,Lung Cancer,Medication,12.0,Yes
39.0,Male,No,2.4,,Surgery,3.0,No
66.0,Female,No,3.85,Pneumonia,Surgery,2.0,No
34.0,Male,Yes,4.86,Bronchitis,Therapy,7.0,No
89.0,Male,No,5.64,Lung Cancer,Therapy,12.0,Yes
66.0,Female,Yes,2.31,Pneumonia,Surgery,7.0,Yes
28.0,Male,No,2.67,Pneumonia,Surgery,12.0,
35.0,Female,No,3.32,COPD,Medication,,No
88.0,Male,Yes,5.64,Pneumonia,Surgery,5.0,No
80.0,Male,No,5.51,Asthma,Therapy,4.0,No
29.0,Female,Yes,1.45,COPD,,,No
69.0,Male,Yes,,,Surgery,11.0,Yes
22.0,Male,No,3.48,Lung Cancer,Therapy,2.0,Yes
89.0,Male,No,,Bronchitis,Medication,2.0,Yes
70.0,Female,No,2.73,Lung Cancer,Medication,7.0,Yes
38.0,Female,No,1.74,Asthma,Surgery,10.0,
61.0,Male,Yes,4.18,COPD,Therapy,7.0,Yes
54.0,Male,No,5.75,COPD,Surgery,4.0,Yes
65.0,Male,No,5.98,Pneumonia,Therapy,14.0,No
45.0,Female,No,2.88,Bronchitis,Therapy,4.0,Yes
88.0,Female,No,4.0,Bronchitis,Therapy,4.0,No
83.0,Male,No,5.28,Pneumonia,Medication,11.0,Yes
56.0,Female,Yes,1.59,Asthma,Therapy,2.0,No
68.0,Female,No,4.45,Bronchitis,Medication,13.0,No
40.0,Female,Yes,3.04,COPD,Therapy,13.0,No
83.0,Female,No,2.03,Asthma,Surgery,9.0,Yes
24.0,Male,,3.01,Lung Cancer,Medication,1.0,Yes
89.0,Female,No,1.38,Lung Cancer,Medication,8.0,No
23.0,Female,Yes,4.48,Asthma,Medication,6.0,Yes
58.0,Male,No,2.26,COPD,Surgery,13.0,No
54.0,,Yes,2.56,Lung Cancer,Medication,10.0,No
20.0,Female,Yes,1.61,COPD,Surgery,7.0,No
,Female,No,5.32,Pneumonia,Therapy,12.0,No
76.0,Male,Yes,3.47,Bronchitis,Therapy,5.0,No
89.0,Male,No,3.86,,Surgery,6.0,No
60.0,Male,No,3.85,Bronchitis,Medication,6.0,No
73.0,,Yes,3.05,Pneumonia,,13.0,Yes
65.0,Female,No,1.96,,Surgery,,Yes
79.0,Male,No,4.73,COPD,Therapy,10.0,Yes
79.0,Female,Yes,1.64,COPD,Surgery,13.0,Yes
76.0,Male,Yes,1.52,,Medication,4.0,Yes
50.0,Female,Yes,4.55,Asthma,Medication,12.0,Yes
43.0,Male,Yes,2.04,Bronchitis,Medication,11.0,No
55.0,Male,Yes,2.53,Lung Cancer,Medication,12.0,Yes
49.0,Female,Yes,3.38,,Therapy,13.0,No
43.0,Female,No,3.25,Pneumonia,,5.0,Yes
49.0,Female,Yes,4.54,Pneumonia,Therapy,4.0,No
26.0,Female,Yes,4.12,COPD,Medication,1.0,Yes
54.0,Female,No,4.22,Lung Cancer,Medication,10.0,Yes
74.0,,No,4.57,Asthma,Medication,6.0,Yes
33.0,Male,Yes,2.46,COPD,Surgery,5.0,Yes
29.0,Female,Yes,2.61,Lung Cancer,Medication,4.0,Yes
35.0,Male,No,3.19,Bronchitis,Therapy,6.0,No
73.0,Male,Yes,2.54,Bronchitis,Therapy,12.0,No
89.0,Female,Yes,5.92,COPD,Therapy,5.0,Yes
63.0,Male,No,5.07,Asthma,Surgery,3.0,No
64.0,Male,Yes,1.82,Lung Cancer,Therapy,2.0,No
75.0,Female,No,1.03,Bronchitis,Surgery,13.0,No
76.0,Female,Yes,1.21,Bronchitis,Surgery,6.0,No
40.0,Female,No,2.22,Asthma,Surgery,4.0,Yes
87.0,Male,,1.57,COPD,Medication,11.0,Yes
69.0,Female,No,3.67,Pneumonia,Medication,13.0,No
52.0,,Yes,5.29,Lung Cancer,,10.0,Yes
26.0,Female,No,4.68,Bronchitis,Therapy,3.0,Yes
89.0,Female,Yes,2.08,Pneumonia,Surgery,14.0,Yes
34.0,Male,No,3.0,Asthma,Medication,,Yes
51.0,Female,No,3.54,COPD,Therapy,12.0,No
39.0,Male,No,5.05,Lung Cancer,Therapy,9.0,No
34.0,Female,Yes,5.2,Asthma,Medication,7.0,No
,Male,Yes,5.55,COPD,Surgery,2.0,Yes
40.0,Male,No,3.55,,Therapy,8.0,No
61.0,Male,,4.47,Bronchitis,Therapy,11.0,No
45.0,Female,Yes,1.56,Bronchitis,Medication,13.0,No
33.0,Male,Yes,3.83,Pneumonia,Medication,13.0,No
76.0,Female,No,2.24,Asthma,Surgery,,
,Female,Yes,3.16,Bronchitis,Surgery,5.0,No
77.0,Female,No,4.17,COPD,Therapy,11.0,Yes
40.0,,No,2.28,Pneumonia,Surgery,10.0,Yes
88.0,Female,No,1.26,Lung Cancer,Therapy,7.0,No
22.0,Male,Yes,1.05,Asthma,Therapy,5.0,Yes
56.0,Female,No,1.11,Bronchitis,Medication,2.0,Yes
68.0,Male,Yes,,COPD,Therapy,12.0,No
38.0,Male,Yes,1.55,Asthma,Medication,12.0,No
31.0,Male,No,2.2,COPD,Therapy,12.0,No
80.0,Male,No,2.11,Pneumonia,Therapy,4.0,No
60.0,Male,No,5.93,Bronchitis,Therapy,13.0,No
52.0,Male,Yes,2.53,Bronchitis,Surgery,11.0,Yes
69.0,Male,Yes,,Pneumonia,Surgery,5.0,No
87.0,Female,No,3.73,COPD,Medication,,Yes
52.0,Male,No,,Asthma,Therapy,5.0,Yes
43.0,,Yes,4.39,,Medication,10.0,No
80.0,Male,Yes,2.48,Asthma,Medication,11.0,Yes
80.0,,No,3.81,Pneumonia,Therapy,1.0,Yes
47.0,Male,Yes,4.57,Lung Cancer,Surgery,1.0,No
77.0,Male,Yes,4.64,Asthma,Surgery,3.0,No
62.0,Female,,4.33,Bronchitis,Medication,9.0,Yes
60.0,Female,Yes,5.35,Bronchitis,Surgery,11.0,Yes
58.0,Female,Yes,5.35,Bronchitis,Therapy,2.0,Yes
68.0,,Yes,,COPD,Therapy,10.0,Yes
36.0,Male,No,3.15,COPD,Surgery,5.0,Yes
89.0,Male,Yes,4.21,COPD,Surgery,9.0,No
89.0,Female,No,5.09,,Medication,7.0,No
84.0,Male,No,1.03,Asthma,Surgery,11.0,No
24.0,Female,Yes,5.96,Bronchitis,Medication,,No
21.0,Female,No,1.91,Asthma,Therapy,2.0,Yes
41.0,Male,No,3.35,COPD,Therapy,5.0,No
76.0,Male,No,,,Therapy,9.0,No
85.0,Female,Yes,2.13,COPD,Surgery,1.0,Yes
35.0,,No,,Pneumonia,Surgery,1.0,Yes
70.0,Female,Yes,1.66,Asthma,Surgery,10.0,Yes
58.0,Male,No,,Lung Cancer,Medication,,No
59.0,Male,No,1.89,COPD,Medication,2.0,No
,Male,,2.82,Lung Cancer,Medication,9.0,Yes
79.0,Male,No,2.87,Bronchitis,Therapy,10.0,Yes
78.0,Male,Yes,5.97,,Medication,9.0,No
29.0,Male,No,5.97,Pneumonia,Surgery,4.0,Yes
83.0,Female,No,1.57,Bronchitis,Surgery,2.0,
82.0,Female,Yes,4.63,Lung Cancer,Therapy,3.0,Yes
68.0,Female,Yes,1.26,COPD,Surgery,10.0,No
83.0,Male,Yes,1.15,Asthma,Surgery,,No
51.0,Female,No,1.53,Pneumonia,Surgery,3.0,No
,Male,Yes,5.83,COPD,Medication,5.0,Yes
40.0,Male,Yes,5.7,Pneumonia,Medication,3.0,Yes
39.0,Female,Yes,1.97,Asthma,Surgery,3.0,No
45.0,Male,Yes,1.81,Lung Cancer,Surgery,10.0,Yes
87.0,Female,Yes,2.2,Pneumonia,Surgery,6.0,Yes
34.0,Female,Yes,3.58,,,3.0,
33.0,Male,No,3.85,Pneumonia,Medication,3.0,
46.0,Female,Yes,2.11,COPD,Therapy,9.0,Yes
59.0,Female,No,4.78,,Surgery,2.0,Yes
77.0,Female,Yes,2.55,COPD,Medication,1.0,Yes
47.0,Female,Yes,5.61,COPD,Surgery,10.0,No
45.0,,Yes,4.28,Asthma,Therapy,,Yes
82.0,Female,No,3.18,Bronchitis,Medication,,No
85.0,Female,Yes,4.95,Pneumonia,Medication,14.0,No
44.0,Female,Yes,5.09,Lung Cancer,Therapy,3.0,No
22.0,Male,Yes,2.45,COPD,Therapy,7.0,No
63.0,Female,Yes,2.7,Bronchitis,Medication,2.0,Yes
61.0,Male,No,5.68,COPD,Therapy,11.0,Yes
,Female,No,1.82,Bronchitis,Surgery,11.0,No
58.0,Female,No,1.21,Bronchitis,,12.0,No
71.0,Female,No,3.27,Lung Cancer,,8.0,No
42.0,Male,No,5.01,Bronchitis,Medication,9.0,No
,Male,Yes,4.86,Lung Cancer,Therapy,8.0,Yes
62.0,Male,Yes,5.6,Asthma,Medication,8.0,No
38.0,Male,,3.67,COPD,Surgery,8.0,No
88.0,Male,No,1.5,Lung Cancer,Therapy,14.0,Yes
70.0,Male,Yes,3.94,COPD,Therapy,7.0,No
,Female,No,4.89,,Medication,2.0,Yes
31.0,Male,Yes,1.47,Asthma,Medication,8.0,Yes
27.0,Female,No,1.86,Pneumonia,Therapy,5.0,Yes
43.0,Male,Yes,1.06,Pneumonia,Medication,6.0,No
60.0,Male,Yes,3.97,Bronchitis,Therapy,,Yes
55.0,Male,Yes,5.43,Bronchitis,Surgery,1.0,Yes
74.0,Female,Yes,,Pneumonia,Therapy,13.0,No
28.0,Male,No,5.91,Bronchitis,Surgery,5.0,No
66.0,Male,Yes,1.32,COPD,Surgery,3.0,No
34.0,Female,Yes,5.52,Bronchitis,Medication,9.0,No
,Female,Yes,5.07,Pneumonia,Medication,4.0,Yes
61.0,Female,No,2.57,Bronchitis,Medication,10.0,No
79.0,Female,Yes,5.87,,Medication,2.0,Yes
89.0,Male,Yes,2.44,Lung Cancer,Therapy,4.0,Yes
31.0,Female,Yes,5.45,Lung Cancer,Surgery,3.0,No
21.0,Male,Yes,5.4,,Therapy,3.0,No
26.0,Male,Yes,4.79,COPD,Surgery,5.0,No
22.0,,No,3.82,Asthma,Surgery,1.0,
22.0,Male,No,1.6,Asthma,Surgery,5.0,Yes
46.0,Female,No,3.66,Pneumonia,Therapy,8.0,No
59.0,Male,Yes,2.78,COPD,Medication,10.0,Yes
,Female,No,4.96,COPD,Therapy,12.0,Yes
20.0,Female,Yes,4.79,,Surgery,9.0,No
27.0,Female,Yes,5.55,Lung Cancer,Therapy,12.0,No
51.0,Female,Yes,1.07,Pneumonia,Surgery,1.0,No
67.0,Female,Yes,5.05,Asthma,Medication,,Yes
23.0,Female,No,5.69,COPD,Medication,2.0,Yes
89.0,Male,No,4.95,Pneumonia,Therapy,2.0,Yes
38.0,Male,No,1.65,Asthma,Medication,6.0,
51.0,,Yes,1.41,Lung Cancer,Surgery,,No
,Female,No,1.1,Bronchitis,Surgery,11.0,
31.0,Male,No,4.14,Asthma,Medication,1.0,No
30.0,Female,Yes,4.15,Asthma,Medication,2.0,No
65.0,Male,No,,Asthma,Medication,,No
35.0,Male,Yes,,Bronchitis,Therapy,13.0,No
20.0,Female,No,2.66,,Therapy,4.0,Yes
,Male,No,4.12,Bronchitis,Surgery,2.0,Yes
40.0,Male,No,,Asthma,Therapy,4.0,Yes
49.0,Male,Yes,5.68,Lung Cancer,Therapy,,Yes
32.0,Female,No,5.02,Asthma,Surgery,3.0,No
53.0,Male,No,,,Surgery,9.0,No
23.0,Female,No,4.17,Pneumonia,Medication,8.0,No
47.0,Male,No,5.28,Lung Cancer,Medication,12.0,Yes
78.0,Male,Yes,,Asthma,Therapy,12.0,No
46.0,Male,Yes,2.08,Bronchitis,Surgery,10.0,Yes
88.0,Male,No,1.85,Asthma,Therapy,9.0,Yes
44.0,Female,No,1.0,Asthma,Therapy,1.0,Yes
22.0,Male,No,4.59,Pneumonia,Surgery,12.0,No
87.0,Female,Yes,1.56,COPD,Surgery,5.0,No
44.0,Female,No,2.22,Asthma,Surgery,12.0,Yes
39.0,Male,No,2.49,Pneumonia,Surgery,12.0,Yes
53.0,,Yes,3.8,Bronchitis,Therapy,4.0,No
45.0,Female,Yes,2.99,Pneumonia,Therapy,11.0,Yes
24.0,Female,Yes,4.37,Pneumonia,Therapy,14.0,No
80.0,,No,1.28,Lung Cancer,Surgery,9.0,Yes
28.0,Male,Yes,1.62,COPD,Medication,14.0,No
69.0,Male,Yes,3.5,COPD,Therapy,3.0,Yes
25.0,Male,No,2.68,Bronchitis,Medication,5.0,No
79.0,Male,Yes,2.48,Pneumonia,Medication,8.0,Yes
63.0,Female,No,1.34,,Medication,10.0,No
30.0,Male,No,5.48,Bronchitis,Surgery,5.0,Yes
85.0,Male,Yes,4.46,COPD,Surgery,9.0,No
66.0,Female,No,1.61,COPD,Therapy,2.0,Yes
22.0,Male,,1.33,COPD,Therapy,6.0,Yes
49.0,Male,Yes,5.87,Asthma,Surgery,5.0,Yes
40.0,Female,Yes,,Pneumonia,Surgery,9.0,Yes
47.0,Male,No,3.09,Bronchitis,Medication,7.0,
81.0,Female,Yes,,Pneumonia,Surgery,8.0,Yes
52.0,Male,No,4.78,Bronchitis,Surgery,7.0,No
54.0,Male,No,4.9,Bronchitis,Surgery,13.0,No
71.0,Male,No,3.39,Bronchitis,Surgery,10.0,Yes
53.0,Female,Yes,3.15,Bronchitis,Medication,10.0,No
60.0,Female,No,1.06,Lung Cancer,Therapy,,Yes
70.0,Female,No,5.63,Lung Cancer,Medication,11.0,Yes
66.0,Female,Yes,4.02,,Surgery,,No
77.0,Male,Yes,2.02,COPD,Surgery,14.0,
76.0,Female,No,5.6,Bronchitis,Therapy,5.0,Yes
42.0,Female,No,5.57,Pneumonia,Therapy,13.0,No
67.0,Female,Yes,5.95,Lung Cancer,Therapy,11.0,Yes
41.0,Male,No,5.37,COPD,Medication,4.0,Yes
36.0,Male,No,5.99,Asthma,Therapy,2.0,No
88.0,Female,No,2.22,COPD,Surgery,14.0,No
30.0,Female,No,5.21,Bronchitis,Surgery,9.0,Yes
34.0,Male,Yes,5.12,COPD,Surgery,10.0,Yes
54.0,Female,No,2.15,Bronchitis,Medication,10.0,Yes
52.0,Female,Yes,1.49,Lung Cancer,Therapy,12.0,Yes
35.0,Female,No,5.9,Lung Cancer,Therapy,10.0,Yes
53.0,Female,Yes,2.48,Bronchitis,Therapy,10.0,Yes
85.0,Male,No,5.35,Pneumonia,Therapy,3.0,Yes
59.0,Male,Yes,1.02,Lung Cancer,Surgery,11.0,
47.0,Male,No,1.11,Pneumonia,Medication,11.0,Yes
66.0,Female,Yes,,Bronchitis,Therapy,3.0,Yes
58.0,Female,No,,Bronchitis,Surgery,3.0,No
89.0,Male,No,4.45,Lung Cancer,Surgery,8.0,Yes
,Male,Yes,3.83,Pneumonia,Medication,6.0,Yes
20.0,Male,Yes,1.39,Bronchitis,Therapy,1.0,No
82.0,Female,,1.81,Lung Cancer,Medication,12.0,Yes
86.0,Male,Yes,2.94,Bronchitis,Therapy,13.0,No
23.0,Female,Yes,1.93,COPD,Medication,14.0,No
77.0,Female,No,4.96,COPD,Therapy,3.0,No
44.0,Male,Yes,3.08,Lung Cancer,Therapy,4.0,No
66.0,Male,Yes,1.47,Bronchitis,Medication,13.0,No
57.0,Female,No,3.42,Lung Cancer,Therapy,,
34.0,Male,Yes,1.45,Asthma,,6.0,No
82.0,Male,Yes,1.64,Lung Cancer,Medication,10.0,Yes
40.0,Female,Yes,2.2,Lung Cancer,Therapy,,No
76.0,Female,No,5.3,COPD,Therapy,1.0,No
72.0,Female,Yes,5.62,COPD,Medication,1.0,Yes
65.0,Female,No,5.13,Bronchitis,Surgery,8.0,Yes
33.0,Female,No,2.67,Lung Cancer,Medication,4.0,No
36.0,Male,Yes,2.36,Lung Cancer,Surgery,1.0,No
58.0,Female,No,3.75,Bronchitis,Surgery,7.0,No
28.0,Female,Yes,4.61,Pneumonia,,9.0,No
,Female,Yes,5.97,Bronchitis,Medication,10.0,Yes
42.0,Male,,1.66,COPD,Medication,7.0,Yes
78.0,Female,Yes,1.25,,Surgery,1.0,No
65.0,Female,Yes,4.47,Lung Cancer,Medication,1.0,Yes
57.0,Female,No,5.16,COPD,Medication,12.0,Yes
33.0,Male,No,5.23,Bronchitis,Therapy,1.0,Yes
81.0,Female,No,4.39,,Therapy,8.0,Yes
54.0,Female,No,5.77,Bronchitis,Therapy,7.0,No
38.0,Female,Yes,3.56,Bronchitis,Medication,14.0,Yes
49.0,Male,Yes,5.57,Lung Cancer,Medication,3.0,Yes
44.0,Male,No,5.84,Pneumonia,Medication,3.0,No
59.0,Male,Yes,5.24,COPD,Surgery,12.0,Yes
33.0,,No,2.55,Asthma,Surgery,3.0,
45.0,Female,No,1.98,Asthma,Therapy,2.0,No
41.0,Female,No,3.74,Asthma,Surgery,14.0,Yes
67.0,Male,No,3.27,COPD,Surgery,14.0,Yes
70.0,Male,Yes,5.39,Pneumonia,Surgery,4.0,No
22.0,Female,Yes,1.5,,Therapy,7.0,Yes
61.0,Female,No,2.29,Lung Cancer,Therapy,,No
38.0,Male,No,4.76,Pneumonia,Surgery,3.0,No
47.0,Male,No,1.47,Asthma,Medication,10.0,Yes
,Male,No,2.6,COPD,Therapy,7.0,No
82.0,Male,No,2.94,COPD,,12.0,
38.0,Female,Yes,4.11,Lung Cancer,Medication,4.0,Yes
66.0,Male,No,1.79,Bronchitis,Medication,1.0,Yes
33.0,Male,No,5.3,Pneumonia,Therapy,5.0,No
57.0,Female,Yes,3.24,,Medication,8.0,Yes
72.0,Female,Yes,5.59,Pneumonia,Therapy,3.0,No
80.0,Female,Yes,3.34,Bronchitis,,,Yes
,Female,Yes,2.38,Bronchitis,Therapy,4.0,No
59.0,Female,,1.71,Bronchitis,Medication,,
49.0,Male,Yes,1.02,Lung Cancer,Therapy,10.0,Yes
28.0,Male,Yes,3.66,COPD,Therapy,14.0,Yes
83.0,Male,Yes,,Asthma,Surgery,14.0,Yes
52.0,,Yes,2.96,Bronchitis,Medication,8.0,Yes
71.0,Male,No,3.95,COPD,,10.0,No
33.0,Female,Yes,2.38,Bronchitis,Surgery,8.0,No
72.0,Male,No,1.88,Asthma,,14.0,Yes
78.0,Male,No,4.87,Bronchitis,Surgery,4.0,No
60.0,Female,No,5.73,COPD,Surgery,11.0,Yes
87.0,Female,No,1.5,Lung Cancer,Surgery,2.0,No
87.0,Male,No,1.78,Asthma,Therapy,,No
27.0,Male,No,5.8,COPD,Therapy,3.0,No
21.0,Male,No,1.19,,Medication,3.0,Yes
60.0,Male,No,5.89,Pneumonia,Therapy,4.0,Yes
74.0,Male,Yes,1.02,Pneumonia,Medication,11.0,No
35.0,Female,No,5.37,,Medication,13.0,No
81.0,Female,No,2.54,Bronchitis,Medication,2.0,No
67.0,Female,No,5.69,Bronchitis,Therapy,2.0,No
49.0,Female,No,2.58,Bronchitis,Surgery,3.0,Yes
31.0,Male,Yes,4.27,Lung Cancer,Medication,12.0,Yes
54.0,,No,1.4,Pneumonia,Surgery,1.0,No
30.0,Female,Yes,2.21,Bronchitis,Medication,8.0,Yes
83.0,Male,Yes,,Lung Cancer,Therapy,6.0,No
69.0,Female,No,3.64,,Medication,3.0,Yes
40.0,Male,No,5.64,COPD,Therapy,1.0,No
88.0,Male,Yes,3.14,Bronchitis,Surgery,3.0,Yes
67.0,,No,5.35,Pneumonia,Therapy,1.0,No
39.0,Female,No,3.24,Asthma,Surgery,3.0,Yes
86.0,Female,Yes,5.9,Lung Cancer,Therapy,4.0,No
63.0,Female,Yes,5.8,COPD,Medication,,Yes
52.0,Female,No,2.65,Asthma,Medication,7.0,No
80.0,Male,No,5.43,Lung Cancer,Therapy,7.0,No
28.0,Male,No,5.24,COPD,Surgery,9.0,Yes
87.0,Male,Yes,2.05,Bronchitis,,8.0,
54.0,Male,No,4.12,COPD,Surgery,13.0,Yes
84.0,Female,Yes,1.36,Lung Cancer,Therapy,4.0,No
27.0,Male,Yes,5.18,Bronchitis,Therapy,6.0,No
64.0,Male,No,1.87,Pneumonia,Therapy,11.0,No
66.0,,Yes,1.35,COPD,Therapy,1.0,Yes
59.0,Female,No,3.0,,Surgery,8.0,No
73.0,,No,3.88,Bronchitis,Surgery,6.0,Yes
65.0,Female,Yes,5.27,Bronchitis,Therapy,2.0,No
66.0,Male,,5.87,Pneumonia,Therapy,8.0,No
34.0,Female,Yes,3.2,COPD,Surgery,4.0,No
38.0,Male,Yes,1.3,Asthma,Surgery,9.0,Yes
45.0,Male,No,4.75,Pneumonia,Medication,,
71.0,Male,No,3.83,COPD,Therapy,1.0,No
41.0,Female,No,3.24,Asthma,Medication,7.0,Yes
40.0,Female,No,2.55,Asthma,Surgery,10.0,No
70.0,Male,Yes,3.51,Lung Cancer,Surgery,5.0,Yes
57.0,Male,Yes,2.69,Asthma,Therapy,10.0,No
,Female,Yes,,COPD,Medication,11.0,No
48.0,Female,No,3.72,,Surgery,12.0,Yes
70.0,Female,Yes,5.38,Pneumonia,Medication,,No
23.0,Male,Yes,3.72,Lung Cancer,Medication,,Yes
74.0,Male,No,2.19,COPD,Medication,6.0,Yes
47.0,Male,No,5.26,Asthma,Medication,1.0,No
23.0,Female,No,3.79,Lung Cancer,Medication,3.0,No
41.0,Female,,2.03,Bronchitis,Therapy,11.0,No
64.0,Female,No,4.12,COPD,Therapy,,No
86.0,Male,Yes,2.79,Lung Cancer,,7.0,No
85.0,Male,Yes,5.22,Pneumonia,Therapy,11.0,Yes
53.0,Female,Yes,,Lung Cancer,Surgery,8.0,Yes
,Male,Yes,4.63,Bronchitis,Medication,12.0,Yes
20.0,Female,Yes,1.48,COPD,Therapy,9.0,Yes
57.0,Male,No,2.98,Lung Cancer,Therapy,1.0,Yes
25.0,Female,Yes,5.92,Asthma,Surgery,4.0,No
44.0,Male,No,5.04,COPD,Surgery,2.0,Yes
36.0,Male,Yes,1.8,Lung Cancer,Surgery,2.0,Yes
80.0,Female,Yes,2.39,Lung Cancer,Surgery,1.0,No
31.0,Female,No,2.65,COPD,Medication,5.0,No
25.0,Female,Yes,4.25,Pneumonia,Therapy,2.0,No
46.0,Female,Yes,4.78,Asthma,Therapy,,No
27.0,Female,No,4.75,,Surgery,9.0,Yes
,Male,No,3.55,Asthma,Therapy,11.0,No
76.0,Female,Yes,5.05,Asthma,Therapy,3.0,
59.0,Female,Yes,3.19,COPD,,8.0,No
33.0,Female,Yes,1.62,Lung Cancer,Surgery,10.0,No
54.0,Male,No,3.82,Pneumonia,,13.0,Yes
67.0,Female,Yes,5.76,Asthma,,6.0,Yes
75.0,Female,No,4.96,Asthma,Therapy,10.0,No
68.0,Female,No,3.89,Lung Cancer,Medication,5.0,Yes
32.0,Male,Yes,4.23,COPD,Medication,2.0,No
80.0,Male,No,5.65,Pneumonia,Therapy,11.0,No
68.0,Female,Yes,3.14,Asthma,Therapy,13.0,
65.0,Male,Yes,2.66,Asthma,Therapy,3.0,Yes
81.0,Female,No,5.89,COPD,Therapy,8.0,Yes
27.0,Male,No,5.32,Lung Cancer,Therapy,,No
62.0,Female,No,2.62,Bronchitis,Therapy,12.0,Yes
39.0,Male,No,3.32,Lung Cancer,Medication,9.0,Yes
58.0,Female,No,3.08,Asthma,Surgery,11.0,
68.0,Female,,1.75,Asthma,Therapy,11.0,Yes
83.0,Male,Yes,5.79,Pneumonia,Therapy,7.0,Yes
81.0,Female,,3.02,Lung Cancer,Therapy,1.0,Yes
,Female,Yes,5.38,Bronchitis,Surgery,12.0,Yes
28.0,Female,No,1.95,Pneumonia,Therapy,12.0,No
56.0,Female,No,3.74,,Therapy,13.0,Yes
68.0,Male,No,1.12,Pneumonia,Surgery,13.0,No
60.0,Female,Yes,4.82,Lung Cancer,Therapy,6.0,No
36.0,Male,Yes,3.9,Asthma,Surgery,7.0,Yes
40.0,Male,No,4.13,Bronchitis,Surgery,12.0,No
70.0,Male,No,1.26,Lung Cancer,Therapy,6.0,Yes
78.0,,No,2.06,Bronchitis,Medication,10.0,No
58.0,Female,No,1.37,Lung Cancer,Medication,11.0,Yes
74.0,Female,Yes,2.44,Pneumonia,Therapy,13.0,No
60.0,Male,Yes,4.14,Lung Cancer,Surgery,2.0,No
58.0,Female,Yes,3.83,Pneumonia,Surgery,13.0,No
32.0,Male,No,4.06,Asthma,Surgery,9.0,No
83.0,Female,Yes,3.75,Pneumonia,Therapy,3.0,No
30.0,Female,No,2.37,COPD,Medication,6.0,No
,Female,No,2.22,Asthma,Surgery,,Yes
30.0,Male,No,1.69,Lung Cancer,Surgery,,No
65.0,Male,Yes,5.25,Lung Cancer,Therapy,13.0,Yes
64.0,Female,Yes,4.08,COPD,Medication,4.0,No
20.0,,No,1.93,Lung Cancer,Medication,6.0,Yes
59.0,Male,Yes,1.89,Asthma,Therapy,1.0,No
,Female,No,5.37,Asthma,Medication,9.0,
80.0,Male,No,4.71,Pneumonia,Therapy,12.0,No
31.0,Female,No,4.3,Bronchitis,Surgery,9.0,No
80.0,Female,Yes,3.03,,Therapy,7.0,No
52.0,Female,Yes,2.31,,Surgery,11.0,No
64.0,Male,No,5.9,Asthma,Therapy,13.0,No
88.0,Female,Yes,4.99,Asthma,Surgery,1.0,No
27.0,Female,Yes,2.51,Asthma,Surgery,3.0,Yes
44.0,Male,Yes,5.24,Bronchitis,Therapy,12.0,Yes
65.0,Male,Yes,4.79,Bronchitis,Surgery,5.0,No
,Male,No,2.49,Lung Cancer,,4.0,Yes
66.0,Male,Yes,3.13,COPD,Therapy,5.0,No
68.0,Female,No,1.93,Bronchitis,Medication,7.0,Yes
,Male,No,1.56,Pneumonia,Surgery,9.0,No
37.0,Male,Yes,4.61,Bronchitis,Surgery,1.0,Yes
85.0,Male,No,2.34,Asthma,Surgery,5.0,Yes
87.0,Male,No,5.1,COPD,Therapy,3.0,No
52.0,Female,,5.98,Lung Cancer,Surgery,3.0,Yes
55.0,Male,No,1.38,Bronchitis,Medication,11.0,No
38.0,Female,No,,Asthma,Medication,,No
47.0,Male,Yes,5.01,Pneumonia,Therapy,6.0,Yes
59.0,Female,Yes,4.94,Pneumonia,Medication,14.0,No
34.0,Female,,4.8,,,6.0,Yes
60.0,Male,Yes,2.74,Lung Cancer,Therapy,3.0,Yes
58.0,Female,Yes,3.27,Bronchitis,Surgery,1.0,Yes
21.0,Male,No,3.97,Lung Cancer,Medication,7.0,Yes
82.0,Female,,5.87,Asthma,Medication,2.0,Yes
48.0,,Yes,2.64,Asthma,Medication,8.0,Yes
85.0,Female,Yes,5.62,Asthma,Surgery,3.0,No
70.0,Male,No,2.35,Bronchitis,Therapy,,Yes
29.0,Female,Yes,5.95,Bronchitis,Medication,10.0,Yes
33.0,Male,Yes,4.35,Lung Cancer,Medication,9.0,Yes
70.0,Female,No,3.32,Bronchitis,Medication,5.0,No
58.0,Female,No,4.07,Asthma,Medication,1.0,No
47.0,Female,No,2.36,COPD,Surgery,10.0,
22.0,Female,Yes,2.37,,Therapy,11.0,Yes
89.0,Female,No,1.57,COPD,Medication,6.0,Yes
46.0,Female,Yes,1.57,Lung Cancer,Medication,10.0,Yes
21.0,Male,No,2.74,Pneumonia,Therapy,3.0,No
57.0,Male,Yes,4.81,Bronchitis,Surgery,11.0,No
22.0,Male,Yes,4.04,,Surgery,4.0,No
35.0,Female,Yes,1.51,Asthma,Surgery,8.0,
59.0,Male,No,5.26,Asthma,Surgery,5.0,Yes
21.0,Female,No,4.01,COPD,Medication,12.0,
60.0,Male,No,5.8,Bronchitis,Therapy,6.0,Yes
31.0,Male,Yes,4.35,Lung Cancer,Therapy,10.0,No
54.0,,No,1.88,Asthma,Therapy,4.0,No
84.0,Female,No,3.37,Bronchitis,Surgery,6.0,
74.0,Male,Yes,4.24,Pneumonia,Surgery,3.0,Yes
64.0,Male,Yes,1.14,COPD,Therapy,10.0,No
81.0,Male,No,1.07,Asthma,Medication,12.0,No
68.0,Male,No,1.65,Asthma,Surgery,1.0,Yes
44.0,Female,No,2.26,Lung Cancer,Medication,6.0,Yes
42.0,Male,Yes,3.15,Asthma,Therapy,14.0,No
,Female,No,3.44,,Surgery,13.0,
57.0,Female,Yes,1.69,Bronchitis,Medication,1.0,Yes
47.0,Male,Yes,4.37,Bronchitis,Surgery,10.0,Yes
40.0,Female,No,3.98,Pneumonia,Therapy,12.0,Yes
73.0,Male,No,2.47,Pneumonia,Therapy,3.0,No
37.0,Female,Yes,1.07,Asthma,Therapy,12.0,Yes
55.0,Female,Yes,1.39,Pneumonia,Medication,8.0,No
64.0,Male,No,2.96,Pneumonia,Surgery,7.0,Yes
72.0,Female,No,1.77,Lung Cancer,Surgery,8.0,Yes
49.0,Female,,,Pneumonia,,10.0,No
79.0,Male,Yes,4.14,COPD,Therapy,10.0,Yes
51.0,Female,Yes,3.74,COPD,Medication,2.0,Yes
86.0,,No,2.16,COPD,Therapy,10.0,No
86.0,Male,Yes,2.72,Asthma,Therapy,,No
47.0,Male,Yes,4.07,Bronchitis,Medication,14.0,No
63.0,Female,No,5.3,Lung Cancer,Therapy,4.0,Yes
60.0,Female,Yes,4.77,Asthma,Therapy,1.0,Yes
82.0,Female,No,3.77,Bronchitis,Surgery,11.0,Yes
42.0,Male,No,,Lung Cancer,Medication,3.0,No
67.0,Female,Yes,2.83,Lung Cancer,Medication,5.0,Yes
51.0,Female,Yes,5.4,Lung Cancer,Surgery,14.0,No
76.0,Female,No,1.2,COPD,Medication,10.0,No
52.0,Female,Yes,5.94,COPD,Surgery,8.0,No
43.0,Female,,4.32,COPD,Therapy,2.0,No
58.0,Female,Yes,4.41,Lung Cancer,Medication,2.0,No
53.0,Male,Yes,1.19,Lung Cancer,Medication,8.0,Yes
75.0,Male,,4.03,COPD,Therapy,14.0,No
47.0,Female,No,3.42,Lung Cancer,Therapy,9.0,No
56.0,Female,Yes,1.53,COPD,Medication,10.0,No
26.0,Male,No,2.39,,Medication,13.0,No
87.0,Male,No,5.45,COPD,Medication,13.0,Yes
56.0,Male,No,3.75,Bronchitis,Surgery,1.0,Yes
75.0,Female,Yes,3.07,Lung Cancer,Medication,14.0,Yes
84.0,Female,No,1.36,Asthma,Medication,2.0,No
84.0,Female,No,4.57,COPD,Therapy,4.0,Yes
66.0,Female,,4.51,Asthma,Therapy,12.0,Yes
39.0,Male,No,4.07,Bronchitis,Surgery,,No
38.0,Male,No,3.55,Lung Cancer,Therapy,1.0,No
48.0,Male,Yes,3.17,COPD,Medication,4.0,No
79.0,Male,No,3.97,COPD,Medication,11.0,No
37.0,Female,Yes,2.17,COPD,Surgery,13.0,No
54.0,Female,No,5.71,Asthma,Therapy,11.0,Yes
62.0,Male,No,3.94,Bronchitis,Therapy,2.0,Yes
30.0,Male,Yes,2.56,,,10.0,Yes
68.0,Male,No,3.25,Bronchitis,Surgery,5.0,Yes
57.0,Male,No,5.03,COPD,Therapy,1.0,Yes
83.0,Male,No,1.81,Bronchitis,Therapy,14.0,
88.0,Female,Yes,2.46,Asthma,Therapy,8.0,Yes
27.0,Female,Yes,4.4,Pneumonia,Medication,,Yes
53.0,Male,Yes,2.58,Pneumonia,Surgery,2.0,Yes
67.0,Male,Yes,4.96,Lung Cancer,Medication,11.0,Yes
75.0,Male,Yes,1.65,Lung Cancer,Surgery,3.0,Yes
84.0,Female,No,4.81,Bronchitis,Therapy,3.0,No
50.0,Female,Yes,1.34,Lung Cancer,Medication,4.0,No
23.0,Female,Yes,1.06,Asthma,Therapy,7.0,Yes
69.0,Male,Yes,5.49,COPD,Therapy,13.0,No
88.0,Female,No,3.91,COPD,Surgery,,Yes
49.0,Male,No,2.76,Bronchitis,Therapy,3.0,Yes
78.0,Female,Yes,2.16,COPD,Medication,1.0,No
86.0,Female,No,4.08,,Surgery,11.0,No
64.0,Female,No,3.55,Lung Cancer,Surgery,10.0,No
23.0,Male,No,5.96,Lung Cancer,Medication,1.0,Yes
45.0,Male,No,5.92,,Therapy,,Yes
46.0,,Yes,4.18,COPD,Therapy,11.0,Yes
65.0,Male,Yes,3.21,Asthma,Therapy,6.0,No
83.0,Male,No,3.46,Pneumonia,Therapy,5.0,No
70.0,Male,No,4.41,Asthma,Therapy,10.0,Yes
69.0,Male,No,1.51,Bronchitis,Surgery,,No
,Male,No,2.64,Bronchitis,Surgery,7.0,No
78.0,Male,Yes,1.38,Asthma,Medication,3.0,Yes
34.0,,No,1.37,Lung Cancer,Therapy,7.0,
49.0,Female,,1.98,Pneumonia,Therapy,9.0,No
61.0,Male,No,3.43,Asthma,Therapy,8.0,
56.0,Male,Yes,4.92,,Medication,3.0,Yes
61.0,Female,No,3.43,Asthma,Therapy,10.0,
54.0,Female,Yes,2.68,COPD,Surgery,5.0,No
25.0,,Yes,1.41,Bronchitis,Therapy,13.0,Yes
87.0,Female,Yes,3.75,COPD,Medication,13.0,No
37.0,Male,,2.36,COPD,Surgery,14.0,Yes
48.0,Female,Yes,4.07,Pneumonia,Surgery,8.0,Yes
78.0,Female,,5.89,Lung Cancer,Surgery,2.0,Yes
66.0,Male,Yes,1.56,Bronchitis,Therapy,14.0,No
36.0,,Yes,2.06,COPD,Medication,14.0,
,Male,No,3.37,Bronchitis,Medication,7.0,Yes
87.0,Female,Yes,5.84,,Therapy,11.0,No
88.0,Male,No,,Asthma,Medication,10.0,No
56.0,Female,No,5.49,COPD,Surgery,10.0,Yes
68.0,Male,No,2.67,Lung Cancer,Surgery,7.0,Yes
32.0,Male,No,5.96,Bronchitis,Medication,11.0,Yes
53.0,Female,Yes,1.51,Lung Cancer,Medication,12.0,No
72.0,Male,Yes,1.26,Asthma,,14.0,No
70.0,,No,5.28,Lung Cancer,Therapy,13.0,Yes
22.0,Male,,5.64,,Therapy,8.0,Yes
61.0,Male,Yes,1.45,COPD,Therapy,1.0,Yes
51.0,Male,No,1.57,COPD,Therapy,8.0,Yes
70.0,Female,Yes,1.17,Pneumonia,Therapy,14.0,No
65.0,Female,No,1.52,,Surgery,1.0,
40.0,Male,Yes,2.05,Pneumonia,Medication,3.0,No
63.0,Female,Yes,5.85,Pneumonia,Therapy,9.0,Yes
30.0,Female,No,4.34,Asthma,Surgery,4.0,Yes
87.0,,Yes,4.89,Bronchitis,,10.0,No
20.0,Male,Yes,4.88,COPD,Medication,13.0,Yes
82.0,Male,No,3.68,Bronchitis,Medication,9.0,No
43.0,Male,Yes,4.99,Asthma,Therapy,1.0,Yes
32.0,Female,No,3.98,Bronchitis,Therapy,8.0,Yes
,Female,Yes,2.57,Bronchitis,Therapy,3.0,Yes
70.0,Male,No,3.81,Pneumonia,Medication,11.0,No
36.0,Male,No,3.67,Bronchitis,Medication,7.0,Yes
43.0,Female,No,5.12,Pneumonia,Surgery,2.0,
38.0,Female,No,5.91,Pneumonia,Surgery,13.0,No
56.0,Male,No,3.06,Lung Cancer,Surgery,7.0,Yes
27.0,Female,Yes,4.82,Asthma,Surgery,7.0,Yes
47.0,Female,Yes,1.5,Pneumonia,Medication,9.0,
24.0,,No,4.88,Bronchitis,Therapy,,Yes
36.0,Female,Yes,2.86,Pneumonia,Therapy,8.0,
55.0,Female,No,1.2,Pneumonia,Therapy,5.0,Yes
38.0,Female,Yes,2.82,Pneumonia,Therapy,10.0,Yes
83.0,Female,Yes,4.05,COPD,Surgery,9.0,No
30.0,,No,1.6,COPD,Medication,8.0,Yes
,Male,No,5.62,COPD,Therapy,3.0,No
64.0,Female,Yes,1.39,COPD,Medication,3.0,Yes
66.0,Female,Yes,5.65,Lung Cancer,Surgery,11.0,No
31.0,Female,No,4.54,Pneumonia,Surgery,12.0,Yes
40.0,Male,Yes,2.65,Lung Cancer,Therapy,10.0,Yes
30.0,Male,Yes,2.95,Bronchitis,Therapy,8.0,Yes
24.0,Female,No,4.7,Asthma,Surgery,9.0,Yes
75.0,Male,Yes,4.01,Lung Cancer,Surgery,2.0,Yes
39.0,Female,No,4.36,COPD,Medication,3.0,No
60.0,Female,No,2.95,COPD,Surgery,,Yes
,Female,No,3.44,Bronchitis,Medication,14.0,No
31.0,Female,Yes,5.95,Pneumonia,Surgery,8.0,No
89.0,Female,Yes,2.07,Asthma,Medication,2.0,Yes
36.0,Female,No,3.09,Lung Cancer,Surgery,8.0,Yes
38.0,Female,,2.46,Pneumonia,Surgery,5.0,Yes
45.0,Male,Yes,4.83,Pneumonia,Medication,6.0,
67.0,Female,Yes,4.82,Lung Cancer,Medication,14.0,Yes
71.0,Male,Yes,2.46,Lung Cancer,Therapy,,Yes
89.0,Female,No,1.41,Lung Cancer,Therapy,12.0,Yes
74.0,Female,No,1.06,Lung Cancer,Surgery,4.0,Yes
52.0,Male,Yes,3.14,COPD,Surgery,3.0,Yes
81.0,Male,Yes,3.05,Pneumonia,Medication,8.0,Yes
42.0,Female,Yes,,Pneumonia,Surgery,9.0,
34.0,Male,No,3.35,COPD,Therapy,13.0,Yes
46.0,Female,No,2.28,Pneumonia,Medication,8.0,No
83.0,Female,Yes,5.46,Lung Cancer,Surgery,9.0,No
70.0,Male,Yes,3.46,Asthma,Medication,1.0,Yes
72.0,Male,No,4.0,Pneumonia,Therapy,5.0,Yes
70.0,Male,No,1.48,Asthma,Therapy,12.0,No
66.0,Male,Yes,,Asthma,Therapy,7.0,
23.0,Female,Yes,5.72,COPD,Surgery,,
26.0,Male,Yes,3.95,Bronchitis,Surgery,14.0,Yes
54.0,Male,No,2.72,Pneumonia,Surgery,11.0,Yes
67.0,Male,Yes,,,Surgery,2.0,No
64.0,Male,No,5.55,COPD,Surgery,12.0,No
38.0,Male,No,2.37,Asthma,Surgery,11.0,No
82.0,Female,Yes,3.53,,Therapy,14.0,Yes
57.0,Female,Yes,5.79,COPD,Therapy,4.0,No
86.0,Male,No,,Lung Cancer,Surgery,7.0,No
78.0,Male,Yes,4.6,COPD,Therapy,5.0,No
88.0,Female,No,4.07,Lung Cancer,Medication,1.0,Yes
32.0,Male,Yes,4.4,Bronchitis,Surgery,,Yes
66.0,Female,Yes,,Lung Cancer,Medication,14.0,Yes
80.0,Female,Yes,2.57,Lung Cancer,Surgery,2.0,
50.0,Male,Yes,4.42,Asthma,Surgery,5.0,Yes
41.0,Female,No,2.08,COPD,Therapy,6.0,No
62.0,Male,No,3.1,Bronchitis,Medication,1.0,No
86.0,Male,No,1.94,COPD,Therapy,12.0,Yes
73.0,Female,Yes,1.04,Lung Cancer,Surgery,3.0,Yes
29.0,,No,5.85,Lung Cancer,Medication,6.0,No
61.0,Male,No,3.16,COPD,Surgery,,No
83.0,Female,No,5.85,Bronchitis,Therapy,7.0,Yes
40.0,Male,Yes,1.7,Bronchitis,Surgery,10.0,Yes
85.0,Female,No,3.94,Asthma,Surgery,12.0,
60.0,Female,,2.0,Lung Cancer,Therapy,14.0,
43.0,Male,Yes,4.95,Lung Cancer,Surgery,14.0,No
54.0,Male,No,4.92,Asthma,Medication,3.0,Yes
75.0,Male,Yes,1.56,COPD,Therapy,1.0,Yes
49.0,Female,No,5.56,Lung Cancer,Surgery,,No
76.0,Male,No,1.97,COPD,Therapy,7.0,
66.0,Male,No,4.06,Bronchitis,Surgery,12.0,
54.0,Female,No,5.93,Pneumonia,Therapy,11.0,Yes
38.0,Female,No,5.41,Asthma,Therapy,3.0,Yes
27.0,Male,Yes,5.78,Lung Cancer,Medication,,Yes
45.0,Male,No,2.71,Asthma,Therapy,4.0,Yes
49.0,Male,Yes,1.53,Bronchitis,Medication,12.0,No
26.0,Male,No,1.94,Bronchitis,Therapy,,No
86.0,Female,,3.5,Bronchitis,Therapy,12.0,Yes
84.0,Female,No,,Bronchitis,Surgery,7.0,Yes
55.0,Male,Yes,1.75,Pneumonia,Surgery,14.0,
44.0,Male,Yes,4.3,COPD,Surgery,13.0,
56.0,Male,Yes,2.62,COPD,,4.0,Yes
20.0,Female,Yes,2.71,Pneumonia,Therapy,1.0,Yes
34.0,Male,No,4.31,COPD,Medication,11.0,Yes
56.0,Male,No,3.33,Bronchitis,Medication,6.0,Yes
32.0,Female,Yes,5.06,COPD,,4.0,Yes
27.0,Female,Yes,1.78,Asthma,Surgery,13.0,Yes
24.0,Male,Yes,4.95,COPD,Surgery,4.0,No
79.0,Male,No,1.32,Asthma,Medication,2.0,No
20.0,Female,Yes,1.97,Lung Cancer,Therapy,1.0,No
55.0,,Yes,4.28,Asthma,Surgery,3.0,No
54.0,Male,,5.27,Asthma,Surgery,,Yes
85.0,Female,Yes,2.26,Bronchitis,Medication,5.0,No
82.0,Female,No,2.64,Bronchitis,Surgery,12.0,No
42.0,Female,No,3.69,Bronchitis,Medication,9.0,No
28.0,Male,No,2.06,Asthma,Surgery,14.0,No
53.0,Female,No,5.06,Pneumonia,Therapy,7.0,No
65.0,Female,No,4.87,Bronchitis,Therapy,4.0,Yes
23.0,Male,Yes,1.73,Bronchitis,Surgery,8.0,No
49.0,Male,Yes,,Asthma,Medication,12.0,No
22.0,Female,No,4.87,Lung Cancer,Surgery,4.0,Yes
33.0,Female,No,2.69,Lung Cancer,Medication,,No
79.0,Male,Yes,4.17,COPD,Surgery,,Yes
64.0,Male,Yes,1.25,Lung Cancer,Therapy,1.0,No
53.0,Female,No,4.04,Bronchitis,Therapy,14.0,Yes
64.0,Female,Yes,1.76,Pneumonia,Surgery,6.0,Yes
80.0,Male,Yes,5.15,COPD,Surgery,10.0,Yes
35.0,Female,No,2.78,Pneumonia,Surgery,,No
85.0,Male,Yes,2.41,Pneumonia,Therapy,14.0,No
59.0,Female,Yes,,Bronchitis,Therapy,2.0,Yes
36.0,Male,Yes,1.25,Asthma,Medication,1.0,Yes
53.0,Male,Yes,2.98,Asthma,Surgery,13.0,
35.0,Female,No,2.85,Asthma,,6.0,Yes
79.0,Female,Yes,2.42,Lung Cancer,Therapy,,Yes
85.0,Male,,5.56,Asthma,Surgery,2.0,Yes
85.0,Female,Yes,4.75,Bronchitis,Medication,9.0,Yes
32.0,Female,No,1.32,Lung Cancer,Surgery,9.0,Yes
75.0,Female,No,4.57,Asthma,Therapy,1.0,Yes
50.0,,Yes,,Pneumonia,,5.0,Yes
53.0,Female,No,,Bronchitis,Therapy,8.0,No
58.0,Female,No,2.56,Bronchitis,Medication,4.0,Yes
86.0,Male,No,3.87,COPD,Medication,3.0,No
27.0,Female,No,3.5,Bronchitis,Surgery,5.0,Yes
74.0,Female,No,,Pneumonia,Surgery,5.0,No
46.0,Male,Yes,3.28,Bronchitis,Therapy,8.0,Yes
,Male,No,2.03,COPD,Medication,6.0,No
58.0,Female,No,4.78,Bronchitis,Medication,2.0,Yes
84.0,Female,Yes,3.26,Bronchitis,Medication,11.0,Yes
36.0,Male,Yes,5.79,COPD,Medication,1.0,Yes
49.0,Male,No,2.3,Bronchitis,Surgery,13.0,No
72.0,Female,Yes,4.41,Lung Cancer,Surgery,3.0,Yes
32.0,Female,Yes,5.7,,Therapy,2.0,Yes
40.0,Female,Yes,4.32,,Medication,4.0,Yes
38.0,Male,Yes,5.36,Asthma,,3.0,No
72.0,Female,Yes,5.14,Lung Cancer,Surgery,9.0,No
38.0,Male,Yes,2.8,Bronchitis,Medication,5.0,Yes
76.0,Male,No,4.0,Pneumonia,Surgery,4.0,Yes
44.0,Male,No,1.78,Bronchitis,Therapy,10.0,No
50.0,Female,Yes,3.68,Asthma,Therapy,9.0,No
74.0,Female,Yes,2.15,COPD,Medication,4.0,Yes
42.0,Female,No,4.72,Lung Cancer,Therapy,6.0,
51.0,Male,Yes,3.64,COPD,Surgery,14.0,Yes
81.0,Female,No,3.06,Pneumonia,Therapy,10.0,No
29.0,Male,Yes,2.34,Bronchitis,Surgery,1.0,No
73.0,Male,No,5.99,Pneumonia,Medication,13.0,Yes
71.0,Male,No,1.36,COPD,Medication,2.0,No
39.0,Male,Yes,1.22,Bronchitis,Surgery,4.0,No
51.0,Male,Yes,2.09,Pneumonia,Surgery,9.0,Yes
33.0,Male,Yes,5.86,Asthma,Therapy,6.0,Yes
69.0,Female,Yes,5.9,Asthma,Surgery,6.0,Yes
47.0,Male,No,4.27,Lung Cancer,Medication,11.0,No
72.0,Female,Yes,5.4,Asthma,Surgery,9.0,No
43.0,,No,2.07,Asthma,Therapy,12.0,Yes
41.0,Female,Yes,5.86,COPD,Therapy,4.0,No
49.0,Female,No,1.71,Asthma,Surgery,3.0,No
,Female,Yes,1.51,Asthma,Therapy,7.0,No
23.0,,Yes,,COPD,Therapy,12.0,
78.0,Male,No,3.87,Asthma,Medication,7.0,Yes
27.0,Male,Yes,4.9,Asthma,Surgery,9.0,No
31.0,,Yes,2.83,Lung Cancer,Medication,6.0,Yes
50.0,Male,Yes,5.89,Asthma,Medication,2.0,No
53.0,Female,Yes,3.17,Asthma,Therapy,6.0,Yes
68.0,Female,Yes,1.75,Lung Cancer,Medication,8.0,No
76.0,Female,No,3.33,COPD,Surgery,6.0,Yes
45.0,Male,Yes,4.4,Asthma,Surgery,9.0,Yes
37.0,Female,No,5.16,Pneumonia,,4.0,No
57.0,Male,Yes,3.29,COPD,Medication,3.0,No
69.0,Female,Yes,3.97,COPD,Surgery,11.0,Yes
27.0,Female,No,2.34,Asthma,,5.0,No
60.0,Female,No,4.23,Lung Cancer,,3.0,Yes
25.0,Female,No,5.93,,Medication,11.0,Yes
88.0,Female,No,1.25,Lung Cancer,Medication,12.0,Yes
63.0,Male,No,5.43,Pneumonia,Medication,,Yes
83.0,Female,Yes,3.81,Lung Cancer,Therapy,2.0,No
48.0,Male,No,2.26,Bronchitis,Medication,4.0,No
47.0,Male,No,5.77,Lung Cancer,Medication,3.0,No
30.0,Male,Yes,3.42,COPD,Surgery,9.0,No
84.0,Male,,2.66,Lung Cancer,Surgery,14.0,No
38.0,Male,No,1.91,Lung Cancer,Medication,7.0,Yes
28.0,Male,No,2.22,Bronchitis,Medication,6.0,No
46.0,Male,No,5.16,Bronchitis,Medication,10.0,No
53.0,Male,,4.07,Asthma,,12.0,No
63.0,Female,No,5.57,COPD,Surgery,8.0,Yes
87.0,Female,Yes,2.16,Asthma,Medication,9.0,No
34.0,Male,Yes,1.61,,Surgery,3.0,No
70.0,Male,Yes,1.03,,Surgery,12.0,No
32.0,Male,Yes,3.54,Bronchitis,Medication,10.0,No
68.0,Female,No,5.99,Pneumonia,Surgery,7.0,No
89.0,Female,Yes,4.47,Lung Cancer,Medication,9.0,Yes
75.0,Male,Yes,,Asthma,Therapy,1.0,No
70.0,Male,No,5.38,Lung Cancer,Therapy,10.0,No
56.0,Female,Yes,4.91,Pneumonia,,9.0,
36.0,Female,No,1.08,Bronchitis,Surgery,14.0,Yes
77.0,Male,Yes,5.08,COPD,Therapy,7.0,No
48.0,,No,2.5,COPD,Surgery,10.0,No
,Male,Yes,,COPD,Medication,14.0,Yes
79.0,Male,Yes,2.13,Bronchitis,Therapy,4.0,No
74.0,Female,No,3.34,COPD,Surgery,13.0,Yes
29.0,,Yes,3.12,Pneumonia,Therapy,11.0,No
66.0,Male,Yes,2.44,Bronchitis,Surgery,12.0,Yes
42.0,Male,No,1.86,COPD,Surgery,6.0,Yes
40.0,Male,Yes,4.81,Asthma,Medication,11.0,Yes
32.0,Female,Yes,5.95,,Surgery,11.0,Yes
52.0,Male,,4.89,Bronchitis,,6.0,No
43.0,Male,No,2.48,Lung Cancer,Therapy,6.0,Yes
30.0,Male,No,2.22,COPD,Medication,2.0,Yes
,Female,No,2.09,Asthma,Surgery,5.0,No
87.0,Male,No,1.68,Pneumonia,Therapy,7.0,No
66.0,,Yes,3.76,Bronchitis,Medication,6.0,Yes
44.0,Male,No,4.03,Pneumonia,Surgery,3.0,Yes
40.0,Male,Yes,4.53,Pneumonia,Therapy,11.0,No
31.0,Male,No,4.4,Pneumonia,Medication,12.0,Yes
56.0,Female,Yes,2.46,Lung Cancer,Medication,5.0,No
,Male,Yes,2.65,Pneumonia,,13.0,No
36.0,Male,No,4.41,COPD,Medication,8.0,Yes
67.0,Female,Yes,2.75,COPD,Surgery,11.0,No
47.0,Female,Yes,2.06,Asthma,Surgery,5.0,No
,Female,No,2.87,Asthma,Medication,12.0,Yes
66.0,,No,2.36,Pneumonia,Medication,10.0,No
37.0,Female,No,1.44,Pneumonia,Surgery,3.0,No
32.0,Male,No,5.15,Lung Cancer,Therapy,9.0,Yes
32.0,Female,Yes,5.27,Pneumonia,Medication,11.0,No
50.0,Female,Yes,2.1,Pneumonia,Surgery,3.0,No
21.0,Female,Yes,1.32,Pneumonia,Surgery,2.0,Yes
35.0,Male,Yes,4.69,Bronchitis,Therapy,6.0,No
28.0,,Yes,,Bronchitis,Surgery,8.0,No
57.0,Male,Yes,2.97,Lung Cancer,Medication,6.0,No
73.0,Male,,1.32,Lung Cancer,Surgery,1.0,
75.0,Male,Yes,2.13,COPD,Medication,8.0,
64.0,Male,Yes,4.96,Lung Cancer,Surgery,1.0,No
53.0,Male,,5.02,COPD,Medication,,Yes
28.0,Male,No,2.04,Pneumonia,Medication,8.0,No
27.0,Male,No,2.68,Lung Cancer,Surgery,6.0,Yes
26.0,Female,No,,Lung Cancer,Medication,2.0,No
,Female,No,1.37,Lung Cancer,Surgery,13.0,Yes
37.0,Male,Yes,5.96,COPD,Surgery,9.0,Yes
,Male,,4.28,COPD,Surgery,8.0,No
47.0,Male,Yes,3.71,Asthma,Medication,13.0,No
89.0,Male,No,4.83,COPD,Surgery,4.0,
63.0,Female,,5.2,COPD,Therapy,2.0,Yes
40.0,Female,,5.03,Bronchitis,Medication,13.0,Yes
,Male,Yes,1.08,Lung Cancer,Therapy,14.0,Yes
73.0,Female,No,1.93,COPD,Therapy,6.0,Yes
73.0,Female,No,4.27,Lung Cancer,Therapy,1.0,
84.0,Male,No,2.88,Lung Cancer,Therapy,7.0,No
40.0,Male,Yes,5.91,Bronchitis,Surgery,1.0,No
32.0,Male,Yes,,Lung Cancer,Therapy,13.0,Yes
76.0,Male,Yes,5.78,COPD,Medication,6.0,Yes
68.0,Female,Yes,2.01,Lung Cancer,Therapy,5.0,No
73.0,Male,No,5.32,Asthma,Therapy,12.0,Yes
29.0,Female,Yes,2.61,Asthma,Therapy,10.0,Yes
72.0,Male,No,5.95,Bronchitis,Surgery,,No
63.0,Female,Yes,1.79,COPD,Therapy,3.0,No
66.0,Male,No,,Bronchitis,Therapy,6.0,Yes
72.0,Male,Yes,4.96,Asthma,Therapy,4.0,No
,Female,Yes,3.16,COPD,Medication,14.0,Yes
32.0,Female,No,3.34,Lung Cancer,Surgery,12.0,No
56.0,Female,No,5.93,COPD,Surgery,,Yes
43.0,Male,,3.13,Pneumonia,Surgery,4.0,Yes
,Female,,4.02,COPD,Medication,1.0,Yes
33.0,Female,Yes,1.27,,,5.0,Yes
29.0,Female,No,5.21,Pneumonia,Medication,8.0,No
54.0,Female,Yes,4.24,Bronchitis,Surgery,,No
44.0,Female,No,3.02,COPD,Surgery,10.0,No
22.0,Female,Yes,1.08,Bronchitis,Surgery,9.0,Yes
36.0,Female,Yes,3.96,COPD,Medication,,No
31.0,Female,Yes,1.06,Asthma,Surgery,,Yes
,Female,Yes,1.01,Asthma,,9.0,Yes
,Male,No,4.08,Lung Cancer,Medication,8.0,No
48.0,Male,No,1.95,Asthma,Therapy,3.0,No
62.0,Female,,1.96,Pneumonia,Surgery,14.0,Yes
44.0,Male,Yes,4.27,Pneumonia,Surgery,6.0,Yes
79.0,Male,Yes,,COPD,Medication,4.0,No
84.0,Female,No,2.57,Bronchitis,Therapy,1.0,No
47.0,Female,Yes,1.75,Pneumonia,Medication,9.0,
35.0,,No,3.9,COPD,Therapy,4.0,No
66.0,Female,No,4.31,Bronchitis,Surgery,11.0,No
77.0,Female,No,4.61,Asthma,Medication,14.0,Yes
46.0,Female,No,2.28,COPD,Medication,5.0,Yes
72.0,Male,Yes,1.45,Bronchitis,Therapy,3.0,Yes
61.0,Female,Yes,1.39,Lung Cancer,,4.0,No
78.0,Male,No,3.13,Lung Cancer,Surgery,13.0,Yes
66.0,Female,Yes,5.73,Pneumonia,Therapy,9.0,No
53.0,Female,Yes,2.09,Bronchitis,Therapy,7.0,No
56.0,Male,Yes,2.28,Lung Cancer,Therapy,8.0,No
25.0,Female,No,1.5,Pneumonia,Therapy,3.0,Yes
26.0,Female,Yes,4.03,COPD,Therapy,3.0,Yes
44.0,Male,Yes,4.4,COPD,Surgery,14.0,Yes
52.0,Female,Yes,4.21,Bronchitis,Surgery,7.0,Yes
74.0,Male,Yes,5.31,Bronchitis,Medication,8.0,No
77.0,Female,,3.43,Bronchitis,Surgery,14.0,No
26.0,Female,Yes,1.67,Bronchitis,Therapy,5.0,Yes
76.0,Male,Yes,2.45,Lung Cancer,Surgery,1.0,Yes
31.0,Female,Yes,4.31,Lung Cancer,Surgery,3.0,No
35.0,Male,Yes,4.07,Pneumonia,Surgery,5.0,Yes
62.0,Male,Yes,3.66,Lung Cancer,Medication,3.0,Yes
26.0,Male,No,4.41,COPD,Medication,14.0,No
70.0,Female,Yes,4.19,Pneumonia,Therapy,1.0,Yes
51.0,Female,No,5.41,Lung Cancer,Therapy,7.0,Yes
27.0,Male,Yes,3.93,Bronchitis,Medication,1.0,Yes
64.0,Female,No,4.89,Lung Cancer,Surgery,,No
78.0,Female,No,2.24,Asthma,Surgery,13.0,Yes
23.0,Female,Yes,4.39,Pneumonia,Medication,6.0,Yes
86.0,,No,5.51,Lung Cancer,Therapy,6.0,No
48.0,,No,2.93,Lung Cancer,Surgery,14.0,No
48.0,Male,No,4.9,COPD,Therapy,7.0,No
47.0,Female,Yes,4.62,Bronchitis,Surgery,12.0,No
63.0,Female,No,1.3,Bronchitis,Therapy,11.0,No
23.0,Male,No,3.91,COPD,Surgery,1.0,No
28.0,Female,Yes,1.65,COPD,Therapy,11.0,No
24.0,,No,5.84,Asthma,Therapy,3.0,Yes
75.0,,No,5.06,Pneumonia,Therapy,,No
69.0,Male,No,1.55,Bronchitis,Medication,9.0,No
34.0,Female,Yes,1.61,COPD,,2.0,No
51.0,Female,No,3.97,COPD,Medication,14.0,
47.0,Female,Yes,2.72,Pneumonia,Medication,5.0,Yes
,Male,No,1.17,COPD,Therapy,3.0,No
36.0,Male,No,3.71,Asthma,Medication,12.0,No
78.0,Male,No,2.94,Pneumonia,Medication,12.0,No
76.0,Female,No,,Asthma,Medication,13.0,Yes
45.0,Male,Yes,5.01,Lung Cancer,Surgery,5.0,
44.0,Male,No,5.58,Bronchitis,Therapy,7.0,Yes
29.0,Male,Yes,4.78,COPD,Medication,1.0,Yes
64.0,Male,No,5.11,,Therapy,3.0,No
,Male,,2.08,Asthma,Medication,11.0,Yes
72.0,Male,No,2.32,Bronchitis,Therapy,13.0,No
87.0,Male,No,2.04,Bronchitis,Medication,6.0,Yes
47.0,Male,Yes,4.83,COPD,Surgery,7.0,Yes
84.0,Male,Yes,5.74,Bronchitis,Surgery,10.0,Yes
68.0,,Yes,4.58,COPD,,3.0,No
66.0,Female,Yes,5.41,Lung Cancer,Medication,4.0,Yes
71.0,Female,No,4.19,COPD,Therapy,6.0,Yes
73.0,Male,Yes,2.94,Asthma,Medication,5.0,No
79.0,Female,Yes,3.13,Bronchitis,Surgery,11.0,Yes
76.0,Female,Yes,1.38,Bronchitis,Medication,9.0,Yes
66.0,Male,No,1.16,Bronchitis,Therapy,13.0,No
50.0,Male,No,4.48,COPD,Surgery,12.0,No
65.0,Male,No,3.19,Pneumonia,Medication,1.0,No
45.0,Female,No,3.76,COPD,Therapy,13.0,Yes
24.0,Male,,3.79,Asthma,Surgery,,Yes
71.0,Female,No,,COPD,Therapy,11.0,Yes
73.0,Male,Yes,3.38,Bronchitis,Therapy,1.0,Yes
52.0,Female,No,3.35,Lung Cancer,Surgery,8.0,Yes
69.0,Female,Yes,,Asthma,Medication,7.0,No
57.0,Male,Yes,5.1,Lung Cancer,Medication,,Yes
46.0,Male,Yes,3.26,,Medication,6.0,No
34.0,Female,Yes,4.02,Asthma,Medication,4.0,Yes
,Female,Yes,5.48,Bronchitis,Therapy,9.0,Yes
40.0,Male,No,5.33,COPD,Medication,14.0,
65.0,Male,,5.45,,Medication,3.0,Yes
88.0,Female,Yes,2.35,Bronchitis,Therapy,2.0,Yes
25.0,Male,Yes,1.17,Bronchitis,Therapy,7.0,No
57.0,Female,Yes,2.31,Lung Cancer,Surgery,13.0,No
81.0,Male,No,,Asthma,Therapy,2.0,
81.0,Male,No,5.55,Pneumonia,Surgery,13.0,No
65.0,Male,,4.25,COPD,Surgery,6.0,Yes
32.0,Female,Yes,1.41,Bronchitis,Medication,11.0,No
22.0,,Yes,1.68,Asthma,Medication,8.0,Yes
25.0,Female,Yes,1.78,COPD,Medication,3.0,No
27.0,Male,No,4.15,Pneumonia,Therapy,3.0,No
63.0,Female,No,4.68,Pneumonia,,3.0,Yes
52.0,Female,,5.3,Bronchitis,Medication,1.0,No
,Male,Yes,5.7,Pneumonia,Medication,9.0,No
30.0,Female,Yes,2.01,Pneumonia,Therapy,5.0,No
47.0,Female,Yes,,COPD,Surgery,9.0,Yes
89.0,Female,Yes,2.2,COPD,Surgery,5.0,No
60.0,Female,No,2.79,Bronchitis,Medication,7.0,No
35.0,Male,No,5.57,Asthma,Medication,1.0,No
87.0,Male,Yes,3.88,Bronchitis,Medication,9.0,Yes
67.0,Male,No,4.69,Lung Cancer,Surgery,1.0,Yes
75.0,Female,No,3.45,Pneumonia,Medication,,No
83.0,Female,No,,Asthma,Surgery,7.0,Yes
78.0,Male,Yes,1.32,COPD,Therapy,,No
81.0,Male,No,3.69,Lung Cancer,,12.0,Yes
30.0,Female,No,4.59,Lung Cancer,Therapy,,No
37.0,Male,Yes,2.08,Pneumonia,Medication,1.0,Yes
38.0,Male,No,4.61,COPD,Therapy,12.0,No
74.0,Female,Yes,5.05,Asthma,Surgery,14.0,No
45.0,Male,No,,COPD,Surgery,13.0,
25.0,Female,Yes,4.73,Pneumonia,Surgery,11.0,No
23.0,Male,Yes,3.02,Lung Cancer,Medication,13.0,No
48.0,Female,No,4.39,Pneumonia,Medication,6.0,No
78.0,Female,No,4.82,Bronchitis,,11.0,Yes
36.0,Female,Yes,5.96,Lung Cancer,Surgery,10.0,No
62.0,Female,Yes,2.73,Pneumonia,Surgery,11.0,No
85.0,Female,No,3.06,Asthma,Surgery,5.0,No
53.0,Male,No,,Asthma,Therapy,3.0,Yes
27.0,Male,No,2.02,Asthma,Surgery,10.0,No
32.0,Male,No,4.47,Bronchitis,Medication,,Yes
27.0,Female,,5.59,COPD,Medication,1.0,No
84.0,Male,Yes,2.97,Asthma,Medication,2.0,Yes
62.0,,Yes,1.9,Bronchitis,Medication,12.0,Yes
58.0,Female,No,2.43,Asthma,Medication,13.0,Yes
78.0,Male,No,3.28,Bronchitis,Surgery,4.0,No
63.0,Female,Yes,2.45,Asthma,Surgery,6.0,Yes
28.0,Male,Yes,2.17,COPD,Therapy,12.0,Yes
56.0,Female,Yes,4.68,Pneumonia,Therapy,5.0,Yes
55.0,Female,Yes,1.04,Asthma,Therapy,14.0,
47.0,Male,Yes,3.7,Pneumonia,Surgery,4.0,Yes
61.0,Female,Yes,4.97,Asthma,Therapy,8.0,Yes
62.0,Male,No,2.33,COPD,Surgery,12.0,Yes
61.0,Female,Yes,4.02,Pneumonia,Medication,7.0,Yes
85.0,Male,Yes,4.34,Bronchitis,Surgery,14.0,Yes
74.0,Female,Yes,4.28,Asthma,Surgery,4.0,No
67.0,Male,Yes,3.23,Asthma,Medication,10.0,Yes
41.0,Male,Yes,2.73,Bronchitis,Medication,13.0,Yes
46.0,Female,Yes,5.18,COPD,,13.0,Yes
86.0,Male,Yes,4.79,Lung Cancer,Therapy,5.0,Yes
32.0,Female,No,2.61,Asthma,Therapy,12.0,Yes
64.0,Female,Yes,1.52,Bronchitis,Therapy,10.0,Yes
29.0,Male,No,1.36,Lung Cancer,Medication,5.0,Yes
28.0,Male,No,1.47,Asthma,Therapy,3.0,No
73.0,Male,No,3.91,Pneumonia,Medication,13.0,No
46.0,Male,Yes,1.26,,Medication,9.0,No
,Male,Yes,2.68,Pneumonia,,11.0,Yes
20.0,Female,Yes,4.77,,Therapy,5.0,Yes
51.0,Male,Yes,2.47,Lung Cancer,,12.0,No
86.0,Female,Yes,4.82,Bronchitis,Medication,13.0,No
39.0,,Yes,4.73,Asthma,Therapy,10.0,Yes
54.0,Male,Yes,2.23,Asthma,Surgery,2.0,Yes
36.0,Male,Yes,,Lung Cancer,Therapy,13.0,No
,Female,Yes,4.74,Pneumonia,Medication,4.0,No
64.0,Male,Yes,2.99,,Medication,12.0,No
72.0,Female,No,2.05,Bronchitis,Medication,4.0,No
87.0,Female,Yes,3.61,Bronchitis,Surgery,5.0,Yes
84.0,Female,Yes,5.61,Pneumonia,Medication,8.0,No
20.0,Male,Yes,4.2,Bronchitis,Medication,5.0,No
77.0,Female,No,1.86,Pneumonia,Therapy,1.0,Yes
45.0,Male,Yes,4.41,Lung Cancer,Surgery,2.0,No
39.0,Female,Yes,3.14,Bronchitis,Therapy,3.0,No
29.0,Male,No,3.96,Pneumonia,Medication,3.0,No
78.0,Female,Yes,4.67,Bronchitis,Medication,10.0,Yes
60.0,Male,No,3.57,Asthma,Surgery,6.0,Yes
24.0,Male,,5.07,Asthma,Medication,9.0,No
84.0,Male,,,COPD,,10.0,Yes
36.0,Female,No,4.08,Pneumonia,Therapy,1.0,
41.0,Female,Yes,1.75,COPD,Surgery,6.0,No
60.0,Male,No,5.18,Pneumonia,Therapy,9.0,Yes
87.0,Female,No,5.68,Bronchitis,Medication,,
88.0,Female,Yes,1.68,Pneumonia,Therapy,10.0,Yes
30.0,Female,Yes,3.44,Asthma,Therapy,3.0,No
75.0,Female,Yes,2.29,Bronchitis,Therapy,,Yes
70.0,,No,4.77,Asthma,,,Yes
40.0,Female,Yes,,Bronchitis,Therapy,6.0,No
,Female,No,1.7,Pneumonia,Surgery,13.0,No
,Male,No,5.39,Pneumonia,Surgery,,No
79.0,Male,Yes,1.9,Asthma,Surgery,5.0,No
66.0,Female,Yes,4.99,Lung Cancer,Medication,1.0,Yes
45.0,Male,Yes,3.28,Pneumonia,Medication,13.0,Yes
59.0,Male,Yes,,Lung Cancer,Medication,9.0,No
24.0,Male,,1.79,,Surgery,9.0,Yes
40.0,Female,Yes,1.84,Lung Cancer,Medication,,No
23.0,Female,No,4.31,Asthma,Therapy,5.0,Yes
42.0,Female,No,3.75,COPD,Surgery,3.0,No
34.0,Female,Yes,1.61,COPD,Medication,7.0,Yes
27.0,Female,No,1.56,Asthma,Surgery,13.0,No
60.0,Male,No,1.36,COPD,Medication,1.0,
38.0,Female,No,4.72,Asthma,Therapy,5.0,Yes
65.0,Male,No,4.56,Pneumonia,Surgery,6.0,No
47.0,,No,1.29,Lung Cancer,Medication,14.0,Yes
87.0,Male,No,3.8,COPD,Medication,11.0,Yes
34.0,Female,Yes,1.42,Pneumonia,Therapy,12.0,No
56.0,Female,Yes,5.52,COPD,Therapy,14.0,No
20.0,Female,Yes,5.54,Bronchitis,Medication,7.0,No
,Female,No,4.49,Asthma,Medication,3.0,No
43.0,Female,Yes,5.63,Asthma,Surgery,7.0,Yes
46.0,Female,Yes,5.06,Pneumonia,Surgery,4.0,
59.0,Male,Yes,5.14,Bronchitis,Medication,10.0,No
82.0,Female,No,3.85,Lung Cancer,Therapy,11.0,No
80.0,Male,Yes,2.53,Bronchitis,Surgery,14.0,Yes
55.0,Female,No,2.09,Bronchitis,Medication,6.0,Yes
43.0,Male,Yes,2.64,Lung Cancer,Therapy,5.0,Yes
43.0,Male,Yes,4.14,Lung Cancer,Therapy,4.0,Yes
23.0,Male,Yes,1.86,Bronchitis,Medication,6.0,No
86.0,Male,No,2.29,COPD,,13.0,Yes
53.0,Male,No,3.34,COPD,Surgery,,Yes
76.0,Male,No,2.17,Bronchitis,Medication,3.0,No
68.0,Female,No,3.94,COPD,Surgery,3.0,No
72.0,Male,,5.62,Lung Cancer,Therapy,5.0,Yes
42.0,Female,Yes,4.74,Lung Cancer,Surgery,11.0,No
88.0,Female,Yes,4.33,COPD,Medication,5.0,Yes
72.0,Male,No,3.91,Lung Cancer,,9.0,Yes
81.0,Male,No,3.44,Asthma,Therapy,4.0,Yes
60.0,Female,Yes,1.93,,Therapy,5.0,No
76.0,Male,No,5.47,Bronchitis,,12.0,No
79.0,Male,Yes,2.24,Pneumonia,,9.0,Yes
73.0,Male,,1.46,COPD,Medication,4.0,Yes
89.0,Male,,4.75,COPD,Medication,13.0,No
76.0,Male,,,Lung Cancer,Therapy,3.0,Yes
29.0,Male,No,2.86,Lung Cancer,Surgery,7.0,No
59.0,Male,Yes,1.14,Pneumonia,Medication,7.0,No
26.0,Female,Yes,1.69,Pneumonia,Therapy,8.0,No
57.0,Male,No,1.87,Bronchitis,Medication,4.0,No
80.0,Female,No,1.27,Asthma,Surgery,4.0,Yes
22.0,Female,Yes,4.28,Bronchitis,Medication,14.0,No
70.0,Female,No,5.19,COPD,Surgery,14.0,No
,Female,Yes,2.87,,Therapy,9.0,No
87.0,Male,Yes,5.37,Bronchitis,Therapy,10.0,Yes
57.0,Female,No,2.07,Lung Cancer,Medication,7.0,Yes
55.0,Female,,2.63,Lung Cancer,Therapy,3.0,Yes
60.0,Female,Yes,,Bronchitis,Medication,13.0,Yes
88.0,Female,No,4.1,Bronchitis,Medication,9.0,Yes
32.0,Female,Yes,,Pneumonia,Surgery,13.0,No
77.0,Male,,4.07,Asthma,Medication,5.0,Yes
69.0,Male,Yes,4.81,Pneumonia,,4.0,Yes
49.0,Female,Yes,3.73,Asthma,Medication,1.0,No
81.0,,No,4.14,Bronchitis,Surgery,9.0,Yes
44.0,Male,Yes,5.68,Asthma,Therapy,6.0,Yes
46.0,Female,No,2.5,COPD,Medication,11.0,No
70.0,Female,,2.8,Pneumonia,Surgery,2.0,Yes
76.0,Female,,,,Medication,13.0,Yes
66.0,,Yes,4.06,,Surgery,7.0,No
58.0,Female,No,1.89,Lung Cancer,Surgery,3.0,Yes
35.0,Male,Yes,2.88,Lung Cancer,Medication,6.0,Yes
41.0,Male,Yes,3.34,Bronchitis,Medication,8.0,No
73.0,Male,Yes,3.1,Bronchitis,,,Yes
40.0,Female,Yes,1.89,Lung Cancer,Therapy,13.0,Yes
35.0,Male,No,5.62,Pneumonia,Therapy,12.0,Yes
78.0,Female,No,4.81,Lung Cancer,,12.0,Yes
50.0,Female,Yes,3.41,Asthma,Therapy,5.0,Yes
61.0,Female,,4.4,Pneumonia,,14.0,No
51.0,Female,Yes,5.49,Lung Cancer,Medication,6.0,Yes
,Female,Yes,1.68,Bronchitis,Surgery,1.0,No
53.0,Male,No,2.25,Lung Cancer,Surgery,10.0,Yes
28.0,Male,No,3.71,COPD,Surgery,7.0,Yes
30.0,Male,No,5.0,Lung Cancer,,4.0,No
29.0,Male,Yes,1.18,Pneumonia,Medication,10.0,
36.0,Male,Yes,5.92,Lung Cancer,Therapy,11.0,No
87.0,Female,,3.27,Bronchitis,Therapy,7.0,Yes
,Female,Yes,2.8,Asthma,Therapy,7.0,Yes
71.0,Male,No,2.46,,Therapy,11.0,No
44.0,,No,1.87,Pneumonia,,5.0,Yes
40.0,,,4.96,Bronchitis,Medication,8.0,Yes
84.0,Female,No,5.78,COPD,Therapy,8.0,Yes
82.0,Female,No,3.07,Lung Cancer,Surgery,5.0,Yes
70.0,Female,No,5.76,COPD,Medication,5.0,Yes
55.0,Male,Yes,5.12,Asthma,Medication,7.0,No
85.0,Male,Yes,3.41,COPD,,6.0,Yes
34.0,Male,No,4.37,COPD,Surgery,4.0,No
58.0,Male,No,3.17,Lung Cancer,Therapy,2.0,
89.0,Female,No,3.79,Lung Cancer,,8.0,Yes
20.0,Male,Yes,1.29,Pneumonia,Surgery,3.0,Yes
42.0,Male,No,4.48,Lung Cancer,Medication,2.0,Yes
58.0,Male,No,1.26,,Surgery,,No
76.0,Female,No,5.09,Asthma,Therapy,,Yes
53.0,Female,Yes,5.12,Lung Cancer,Therapy,7.0,Yes
60.0,Male,No,2.19,Pneumonia,Medication,10.0,No
32.0,Female,Yes,2.62,Pneumonia,Therapy,6.0,Yes
,Female,Yes,3.41,COPD,Therapy,8.0,Yes
25.0,Female,No,3.98,Lung Cancer,Surgery,13.0,Yes
71.0,Female,Yes,2.44,Lung Cancer,Surgery,14.0,No
22.0,Female,Yes,3.96,Pneumonia,Medication,6.0,Yes
82.0,Male,Yes,2.49,Lung Cancer,Surgery,7.0,No
68.0,Male,,1.28,COPD,Therapy,2.0,No
66.0,Male,Yes,1.01,Asthma,Surgery,10.0,Yes
74.0,Female,No,1.51,COPD,,14.0,Yes
83.0,Female,No,4.96,Lung Cancer,Medication,2.0,Yes
84.0,Female,No,5.81,COPD,Therapy,6.0,Yes
86.0,Female,Yes,3.13,Bronchitis,Surgery,9.0,No
34.0,,No,3.56,Bronchitis,Surgery,14.0,Yes
51.0,Male,Yes,1.73,Lung Cancer,Surgery,3.0,Yes
,,Yes,3.76,Lung Cancer,Surgery,,Yes
37.0,Male,Yes,,Asthma,Medication,10.0,No
62.0,Male,,4.06,COPD,Therapy,14.0,Yes
54.0,Male,No,5.67,Asthma,Surgery,14.0,Yes
77.0,Female,No,1.98,Lung Cancer,Therapy,,Yes
52.0,Female,Yes,4.82,Lung Cancer,Medication,8.0,
33.0,Male,No,1.12,Pneumonia,Therapy,5.0,Yes
53.0,,No,2.88,Asthma,Surgery,13.0,Yes
,Male,No,1.55,Lung Cancer,Therapy,6.0,Yes
23.0,Male,Yes,2.76,Bronchitis,Surgery,6.0,No
78.0,Female,No,1.87,Pneumonia,Surgery,11.0,No
48.0,Male,,2.87,,Medication,12.0,Yes
25.0,Male,No,3.09,Pneumonia,Medication,10.0,Yes
68.0,Male,Yes,2.5,COPD,Therapy,11.0,Yes
,Female,Yes,4.28,Bronchitis,Therapy,13.0,No
,,Yes,5.59,COPD,Surgery,3.0,
88.0,Female,No,3.0,Asthma,Surgery,,Yes
46.0,Female,Yes,1.96,COPD,Surgery,11.0,No
25.0,Male,No,2.35,COPD,Surgery,5.0,No
32.0,Female,Yes,5.27,Pneumonia,Medication,12.0,Yes
83.0,Female,No,3.86,Bronchitis,Surgery,1.0,
81.0,Female,Yes,,COPD,Medication,2.0,No
38.0,Male,No,1.75,Asthma,Therapy,10.0,No
62.0,Female,Yes,3.25,Pneumonia,Therapy,3.0,
39.0,Female,Yes,2.39,Bronchitis,Medication,4.0,No
87.0,Male,Yes,5.72,Bronchitis,Surgery,13.0,Yes
63.0,Male,No,5.42,Lung Cancer,Therapy,9.0,Yes
42.0,Male,Yes,1.42,Asthma,Medication,1.0,No
21.0,Male,Yes,3.58,Pneumonia,Therapy,3.0,Yes
41.0,Female,Yes,2.13,Pneumonia,Surgery,3.0,Yes
76.0,Male,Yes,3.05,Asthma,Medication,13.0,No
26.0,,No,5.38,,Therapy,13.0,No
75.0,Female,Yes,3.64,COPD,Surgery,6.0,No
,Female,Yes,2.67,Asthma,Medication,5.0,Yes
35.0,Female,No,2.04,Pneumonia,Medication,3.0,Yes
70.0,Female,No,5.0,Asthma,Medication,4.0,Yes
31.0,Male,No,4.12,Bronchitis,Medication,,No
,Female,Yes,3.34,Lung Cancer,Therapy,7.0,Yes
24.0,Female,No,2.09,Lung Cancer,Medication,3.0,No
46.0,Female,,,COPD,Medication,9.0,Yes
31.0,Male,No,5.8,COPD,Medication,8.0,No
36.0,Female,Yes,3.6,Bronchitis,Medication,13.0,Yes
25.0,Female,Yes,3.0,COPD,Medication,2.0,Yes
24.0,Male,Yes,3.61,Lung Cancer,Surgery,5.0,No
76.0,Female,No,4.89,Bronchitis,,14.0,No
47.0,Female,Yes,2.7,Bronchitis,Surgery,4.0,Yes
88.0,Male,No,1.89,Bronchitis,Therapy,12.0,Yes
78.0,Female,No,3.92,,Medication,,No
52.0,Female,No,4.33,COPD,Therapy,5.0,Yes
81.0,Female,Yes,4.56,Pneumonia,Medication,3.0,Yes
69.0,Female,No,5.41,Lung Cancer,Medication,10.0,No
38.0,Female,No,2.86,COPD,Surgery,11.0,No
88.0,Male,Yes,1.38,Lung Cancer,Surgery,1.0,Yes
85.0,Male,No,5.79,COPD,Surgery,8.0,No
66.0,Male,No,3.18,,Therapy,9.0,Yes
58.0,Female,No,4.12,Lung Cancer,Therapy,8.0,Yes
87.0,Female,Yes,4.33,Pneumonia,Surgery,4.0,No
52.0,Female,No,3.73,Lung Cancer,Surgery,12.0,Yes
,Male,Yes,2.03,Asthma,Medication,2.0,Yes
,Female,Yes,4.78,Asthma,Therapy,,Yes
26.0,Female,No,5.02,Lung Cancer,Medication,14.0,Yes
33.0,Female,No,3.76,Lung Cancer,Therapy,9.0,Yes
38.0,Male,No,3.44,Pneumonia,Surgery,10.0,No
73.0,Male,No,,Bronchitis,Therapy,9.0,No
39.0,Female,Yes,1.42,Lung Cancer,Therapy,5.0,Yes
48.0,,Yes,2.7,COPD,Medication,5.0,Yes
43.0,,,2.55,COPD,Surgery,10.0,No
82.0,Male,Yes,5.77,COPD,,3.0,Yes
76.0,Male,No,4.92,Asthma,,14.0,No
27.0,Male,No,4.3,Pneumonia,,6.0,No
81.0,Female,No,3.59,Asthma,Medication,,
48.0,Male,No,1.84,COPD,Medication,12.0,Yes
36.0,Female,Yes,5.89,Lung Cancer,Therapy,10.0,Yes
85.0,Female,Yes,2.88,COPD,Therapy,14.0,Yes
25.0,Male,No,1.53,Lung Cancer,Medication,12.0,Yes
77.0,Female,No,3.47,Pneumonia,Medication,9.0,No
88.0,,Yes,5.37,Bronchitis,Surgery,7.0,Yes
47.0,Female,Yes,5.44,Lung Cancer,Therapy,3.0,Yes
81.0,Female,Yes,1.05,Asthma,Therapy,12.0,Yes
60.0,Male,No,5.43,COPD,Surgery,13.0,No
88.0,Female,Yes,2.36,COPD,Surgery,7.0,Yes
60.0,Female,No,1.19,COPD,Surgery,13.0,No
68.0,Female,No,5.24,Lung Cancer,,1.0,Yes
68.0,Female,Yes,5.32,Pneumonia,Medication,2.0,Yes
22.0,Female,No,3.98,Lung Cancer,Medication,4.0,Yes
29.0,Female,Yes,3.87,,Medication,7.0,Yes
54.0,Female,No,5.07,COPD,Medication,9.0,
21.0,Female,No,4.93,Lung Cancer,Therapy,5.0,No
43.0,Male,No,,COPD,Therapy,8.0,Yes
57.0,Male,No,3.76,Asthma,Therapy,7.0,No
41.0,Female,No,5.84,Bronchitis,Surgery,5.0,Yes
45.0,Female,No,5.98,Bronchitis,Therapy,13.0,Yes
62.0,Male,,1.58,Bronchitis,Surgery,3.0,No
74.0,Female,Yes,5.25,COPD,Therapy,3.0,Yes
58.0,Male,No,3.5,Lung Cancer,Medication,13.0,No
48.0,Male,Yes,2.94,,,6.0,No
39.0,Male,No,4.07,Pneumonia,Medication,10.0,Yes
60.0,Female,Yes,1.28,Lung Cancer,Medication,11.0,Yes
73.0,Female,Yes,3.53,Asthma,Therapy,4.0,Yes
39.0,Female,No,5.35,Bronchitis,Therapy,3.0,Yes
38.0,Male,Yes,,Lung Cancer,Medication,4.0,Yes
85.0,Male,No,3.13,Lung Cancer,Surgery,3.0,No
49.0,Male,Yes,5.7,Bronchitis,Surgery,13.0,No
72.0,Female,No,3.14,Asthma,Therapy,12.0,Yes
53.0,Male,Yes,2.79,COPD,Medication,10.0,Yes
41.0,,No,,COPD,Surgery,11.0,No
86.0,Female,Yes,3.6,Lung Cancer,Therapy,11.0,No
,Male,,4.16,Bronchitis,Therapy,13.0,No
46.0,Male,Yes,5.0,Pneumonia,,12.0,Yes
29.0,Female,No,3.26,Asthma,Surgery,6.0,
67.0,Female,Yes,5.09,COPD,Therapy,13.0,No
89.0,Male,No,3.67,Asthma,Surgery,7.0,No
78.0,Female,Yes,2.69,Asthma,,4.0,Yes
78.0,Male,No,4.29,Asthma,Therapy,3.0,No
21.0,Female,No,4.59,,Surgery,3.0,Yes
48.0,Male,No,3.79,Bronchitis,Surgery,11.0,No
87.0,Female,No,1.28,Bronchitis,Medication,3.0,Yes
84.0,Male,Yes,,Lung Cancer,Medication,9.0,No
45.0,,Yes,2.43,Bronchitis,Medication,11.0,
29.0,Female,Yes,2.41,Lung Cancer,Medication,11.0,No
72.0,Female,No,4.37,COPD,Surgery,14.0,No
78.0,Female,No,1.09,COPD,,14.0,Yes
41.0,,No,4.78,COPD,Surgery,12.0,
70.0,Female,No,2.33,COPD,Therapy,3.0,Yes
67.0,Female,No,2.55,COPD,Surgery,3.0,No
40.0,Male,Yes,3.64,Bronchitis,Medication,8.0,No
,,Yes,2.08,,Surgery,,Yes
49.0,Female,Yes,5.42,Bronchitis,Surgery,7.0,No
44.0,Female,No,1.43,Pneumonia,Surgery,3.0,No
,Male,,3.22,Bronchitis,Surgery,,Yes
84.0,Male,No,5.25,COPD,Surgery,3.0,No
64.0,Female,No,4.08,Asthma,Medication,5.0,No
87.0,Male,No,2.46,Pneumonia,Surgery,1.0,No
26.0,Male,No,3.1,Asthma,Medication,,
68.0,,No,4.53,COPD,Therapy,5.0,No
28.0,Female,Yes,5.87,Pneumonia,Surgery,6.0,Yes
55.0,Female,Yes,5.47,,Therapy,7.0,Yes
20.0,Male,No,2.71,Bronchitis,Medication,2.0,Yes
29.0,Female,No,5.99,COPD,Surgery,2.0,Yes
55.0,Female,No,1.02,Bronchitis,Therapy,14.0,No
65.0,Male,Yes,1.14,,Medication,9.0,No
51.0,Female,Yes,5.12,COPD,Therapy,,Yes
51.0,Male,No,2.0,Pneumonia,Surgery,1.0,No
25.0,Male,Yes,1.3,Lung Cancer,Surgery,2.0,No
67.0,Male,,2.19,Lung Cancer,Surgery,2.0,No
57.0,Male,Yes,3.13,COPD,Medication,13.0,No
,Male,No,4.65,Lung Cancer,Therapy,10.0,No
46.0,Male,Yes,4.12,Asthma,Medication,7.0,No
73.0,Female,,2.19,Pneumonia,Therapy,6.0,Yes
69.0,Female,No,3.52,Bronchitis,Medication,9.0,No
54.0,Female,No,5.63,Bronchitis,Surgery,11.0,Yes
,,,5.08,COPD,Therapy,7.0,No
47.0,Female,No,2.62,,Therapy,3.0,Yes
34.0,Male,Yes,5.91,Asthma,,3.0,No
23.0,Female,Yes,4.54,Asthma,Medication,1.0,Yes
46.0,Male,No,1.31,COPD,Surgery,8.0,Yes
45.0,Female,No,1.18,Bronchitis,Therapy,1.0,No
38.0,Male,Yes,1.84,Lung Cancer,Medication,,No
36.0,Female,No,4.64,Lung Cancer,Therapy,14.0,Yes
62.0,Male,No,1.92,Pneumonia,Surgery,2.0,No
60.0,Female,,3.56,,Therapy,,No
61.0,Male,Yes,1.47,,Surgery,12.0,No
,Female,Yes,5.6,Lung Cancer,Medication,7.0,No
,Female,Yes,2.72,Lung Cancer,Medication,1.0,Yes
58.0,Female,Yes,5.54,Lung Cancer,Surgery,,No
,Male,Yes,5.72,Pneumonia,Surgery,4.0,No
71.0,Male,No,1.03,COPD,Medication,9.0,No
66.0,Male,No,3.32,Asthma,Surgery,8.0,No
82.0,Male,Yes,1.12,Asthma,Surgery,11.0,Yes
88.0,Male,No,5.54,Lung Cancer,Therapy,14.0,No
62.0,Female,No,3.59,COPD,Medication,13.0,No
67.0,Male,Yes,1.37,COPD,Medication,8.0,No
53.0,Female,No,1.55,Bronchitis,Surgery,12.0,
59.0,Female,No,2.92,Bronchitis,Surgery,3.0,No
80.0,Male,Yes,5.7,Pneumonia,Surgery,5.0,Yes
69.0,,No,4.46,Bronchitis,Medication,4.0,No
86.0,Male,No,5.34,Pneumonia,Therapy,11.0,No
81.0,Male,Yes,2.83,Asthma,Medication,12.0,Yes
77.0,Male,No,1.22,Lung Cancer,Therapy,8.0,Yes
52.0,,No,5.87,COPD,Surgery,11.0,No
35.0,Male,No,1.09,Asthma,Medication,7.0,No
67.0,Male,Yes,5.74,Asthma,Therapy,14.0,No
29.0,Male,Yes,2.84,,,7.0,No
57.0,Female,No,1.05,Lung Cancer,Therapy,10.0,No
,Male,No,4.45,Pneumonia,Therapy,10.0,Yes
55.0,Female,Yes,5.9,Asthma,Medication,7.0,No
78.0,Female,Yes,5.83,COPD,Surgery,1.0,Yes
82.0,Male,No,1.8,Bronchitis,Medication,13.0,Yes
65.0,Female,Yes,1.91,Pneumonia,Surgery,7.0,No
22.0,Female,No,3.83,Asthma,Therapy,4.0,No
,Male,No,4.19,Bronchitis,Therapy,,Yes
27.0,Male,Yes,4.7,Bronchitis,Medication,3.0,Yes
70.0,Male,Yes,1.91,Asthma,Medication,,No
25.0,Female,No,5.8,Lung Cancer,Surgery,,Yes
,Male,No,4.19,Asthma,Surgery,13.0,Yes
79.0,Female,Yes,5.24,COPD,Medication,5.0,Yes
47.0,Female,No,3.7,Bronchitis,Surgery,2.0,No
73.0,Female,Yes,3.07,COPD,Surgery,8.0,No
56.0,Female,Yes,5.89,Pneumonia,Medication,12.0,Yes
28.0,Female,Yes,3.91,Bronchitis,Medication,12.0,Yes
75.0,Male,Yes,5.33,Lung Cancer,Therapy,9.0,No
78.0,Male,Yes,5.77,Asthma,Therapy,5.0,No
21.0,Female,No,,Pneumonia,Medication,3.0,
80.0,Female,Yes,3.74,COPD,Therapy,10.0,No
77.0,Male,Yes,1.02,Pneumonia,Surgery,7.0,No
79.0,Male,Yes,1.2,Lung Cancer,Medication,1.0,No
,Female,Yes,,Asthma,Therapy,10.0,No
55.0,Female,,1.93,,Medication,3.0,No
56.0,Male,Yes,2.27,COPD,Therapy,9.0,Yes
37.0,,Yes,,Pneumonia,Medication,2.0,Yes
82.0,Female,No,2.8,Asthma,Surgery,11.0,No
41.0,Male,No,3.1,Pneumonia,Therapy,14.0,No
30.0,Male,No,1.49,COPD,Medication,9.0,No
77.0,Female,No,1.21,Asthma,Surgery,11.0,No
76.0,Female,Yes,4.37,Lung Cancer,Therapy,1.0,Yes
,Female,No,3.69,Lung Cancer,,4.0,Yes
26.0,Male,Yes,3.22,Bronchitis,Medication,12.0,No
80.0,Female,No,4.17,Pneumonia,Surgery,10.0,
73.0,,No,5.14,COPD,Medication,13.0,No
87.0,Female,,3.14,Pneumonia,,6.0,No
,Female,Yes,4.21,Asthma,Medication,13.0,No
,,No,5.77,Bronchitis,Medication,7.0,Yes
,Male,No,5.2,COPD,Surgery,3.0,Yes
57.0,,No,,,Surgery,9.0,No
20.0,Female,No,4.22,COPD,Therapy,4.0,No
57.0,Male,Yes,1.89,Asthma,Surgery,5.0,Yes
48.0,Female,No,3.8,Bronchitis,Medication,8.0,Yes
24.0,,No,5.91,COPD,,12.0,Yes
40.0,Male,,3.59,Asthma,Surgery,14.0,No
86.0,Female,No,5.64,Lung Cancer,Medication,3.0,Yes
66.0,Male,No,3.04,COPD,Medication,8.0,No
54.0,Male,Yes,5.99,Bronchitis,Therapy,14.0,No
87.0,Male,Yes,3.9,COPD,,14.0,Yes
88.0,Female,Yes,1.21,COPD,Surgery,11.0,No
20.0,Male,Yes,3.93,Asthma,Surgery,1.0,Yes
87.0,Female,Yes,2.37,Pneumonia,Surgery,,No
31.0,Female,No,1.16,Pneumonia,Surgery,,Yes
79.0,Female,Yes,5.1,,Therapy,13.0,Yes
46.0,Male,Yes,2.38,Bronchitis,Medication,11.0,Yes
75.0,Male,No,4.98,Bronchitis,Medication,11.0,Yes
42.0,Female,Yes,2.44,Asthma,Surgery,12.0,No
44.0,Female,Yes,1.97,COPD,Therapy,,Yes
40.0,Male,Yes,5.87,COPD,Surgery,8.0,Yes
80.0,Female,Yes,2.81,Pneumonia,Surgery,6.0,Yes
82.0,Female,No,4.01,Asthma,Therapy,5.0,Yes
71.0,Male,No,4.05,Lung Cancer,Medication,9.0,No
,Female,Yes,3.8,Bronchitis,Medication,6.0,Yes
74.0,,No,5.57,Bronchitis,Surgery,,No
65.0,Male,Yes,4.37,COPD,Therapy,12.0,No
51.0,Female,No,3.02,Asthma,Medication,6.0,No
74.0,Male,No,5.31,Lung Cancer,Medication,1.0,Yes
24.0,Male,No,1.91,Bronchitis,,6.0,No
55.0,Male,No,3.72,Asthma,Therapy,3.0,Yes
68.0,Female,No,5.75,,Medication,6.0,Yes
77.0,Female,No,4.13,COPD,Surgery,13.0,Yes
58.0,Female,No,5.08,Pneumonia,Surgery,6.0,No
80.0,Male,No,4.27,Bronchitis,,1.0,Yes
28.0,Male,No,5.2,Bronchitis,Surgery,13.0,No
25.0,Female,No,5.72,,Surgery,9.0,No
54.0,Female,No,2.36,Pneumonia,Therapy,8.0,No
58.0,Male,,1.85,Asthma,Therapy,2.0,No
41.0,Female,No,3.42,COPD,Therapy,2.0,Yes
60.0,Female,Yes,,Asthma,Surgery,5.0,Yes
24.0,Female,No,2.14,Lung Cancer,Therapy,10.0,Yes
61.0,Female,Yes,1.02,Bronchitis,Therapy,2.0,Yes
86.0,Female,,2.71,,Medication,11.0,Yes
49.0,Male,Yes,5.84,Asthma,Therapy,1.0,No
76.0,Female,No,4.47,COPD,Medication,2.0,No
48.0,Female,No,3.01,Lung Cancer,Surgery,5.0,No
56.0,Male,,1.96,COPD,Therapy,11.0,Yes
32.0,Male,No,2.78,,Medication,10.0,No
51.0,Male,Yes,,COPD,Medication,14.0,Yes
65.0,Male,No,,Asthma,Medication,7.0,No
42.0,Female,No,5.53,Pneumonia,Surgery,5.0,No
64.0,Female,,5.99,Lung Cancer,Therapy,1.0,No
36.0,Female,No,1.82,Asthma,Surgery,7.0,Yes
85.0,Female,No,,Bronchitis,Medication,,Yes
25.0,Male,No,2.65,Bronchitis,Surgery,7.0,
37.0,Male,No,3.31,COPD,Surgery,2.0,Yes
41.0,Female,,2.02,Bronchitis,Medication,5.0,No
52.0,Female,,,Pneumonia,Therapy,14.0,Yes
49.0,Female,Yes,2.0,Lung Cancer,Therapy,8.0,Yes
51.0,Female,No,4.87,COPD,Surgery,13.0,No
61.0,Male,No,,Lung Cancer,Therapy,12.0,No
29.0,Female,No,4.17,Lung Cancer,Medication,7.0,
55.0,Male,No,2.94,Asthma,Therapy,6.0,Yes
53.0,Male,Yes,5.55,Bronchitis,Surgery,13.0,No
47.0,Male,Yes,5.85,Lung Cancer,Medication,6.0,
30.0,Male,No,1.87,Pneumonia,,12.0,Yes
58.0,,Yes,2.12,Pneumonia,Medication,1.0,No
66.0,Female,Yes,3.63,Bronchitis,Surgery,1.0,Yes
38.0,Female,No,1.46,,Surgery,7.0,Yes
34.0,Female,No,3.18,COPD,Therapy,3.0,Yes
47.0,Male,No,3.91,COPD,Surgery,6.0,No
43.0,Male,Yes,3.61,COPD,Medication,12.0,No
28.0,Male,Yes,2.65,Bronchitis,Surgery,5.0,No
66.0,Female,No,3.71,Lung Cancer,Surgery,3.0,Yes
52.0,Male,No,5.79,Asthma,Therapy,6.0,No
81.0,Male,Yes,2.03,COPD,,3.0,Yes
38.0,Male,Yes,,Asthma,Therapy,8.0,No
86.0,Male,No,1.22,Pneumonia,Therapy,14.0,Yes
59.0,Female,Yes,1.33,Bronchitis,Therapy,7.0,
66.0,Male,No,3.76,Pneumonia,Medication,9.0,Yes
84.0,Male,No,1.52,COPD,Therapy,,Yes
48.0,Female,Yes,1.11,Lung Cancer,Medication,12.0,Yes
69.0,Female,Yes,,,Therapy,1.0,Yes
32.0,Female,Yes,3.82,Asthma,Therapy,11.0,Yes
20.0,Male,No,4.52,COPD,Medication,10.0,Yes
53.0,Male,No,2.01,Lung Cancer,Surgery,,Yes
,Male,No,4.34,Lung Cancer,Therapy,8.0,Yes
67.0,Male,No,1.91,Bronchitis,Surgery,2.0,Yes
68.0,Female,No,4.07,,Therapy,6.0,Yes
,Male,No,3.06,Lung Cancer,Surgery,1.0,No
80.0,Male,Yes,4.27,Lung Cancer,,6.0,No
48.0,Female,No,5.98,Asthma,Surgery,4.0,Yes
58.0,Female,No,5.69,COPD,Surgery,,No
45.0,Female,No,1.02,Bronchitis,Surgery,10.0,
36.0,Male,No,5.43,Asthma,Medication,7.0,No
32.0,Male,Yes,1.33,COPD,Surgery,13.0,Yes
88.0,Male,No,5.77,Bronchitis,Medication,6.0,No
45.0,Male,Yes,2.41,Asthma,Therapy,1.0,Yes
68.0,Male,Yes,2.91,Pneumonia,Medication,9.0,No
86.0,Female,No,1.46,Pneumonia,Surgery,6.0,Yes
26.0,Female,No,1.56,Bronchitis,Medication,6.0,No
77.0,Male,,4.63,Asthma,Surgery,9.0,No
68.0,Male,Yes,5.72,COPD,Medication,12.0,No
72.0,Male,No,4.05,COPD,Therapy,10.0,Yes
84.0,Male,Yes,4.58,Asthma,Surgery,5.0,No
81.0,,No,4.81,Pneumonia,Surgery,11.0,No
36.0,Female,No,2.31,Asthma,Medication,6.0,Yes
62.0,Female,Yes,1.23,Pneumonia,Medication,6.0,Yes
44.0,Female,No,1.01,Pneumonia,Medication,7.0,No
22.0,Male,No,2.75,COPD,Medication,9.0,Yes
48.0,Male,No,2.21,Bronchitis,Medication,5.0,No
51.0,Female,Yes,1.31,Lung Cancer,Surgery,5.0,No
45.0,Female,Yes,1.9,Asthma,Therapy,4.0,Yes
35.0,Male,Yes,1.62,Pneumonia,Medication,10.0,No
44.0,Female,No,5.57,Asthma,,4.0,No
73.0,Female,Yes,,Bronchitis,Therapy,12.0,Yes
47.0,,Yes,3.69,Bronchitis,Therapy,8.0,Yes
75.0,Female,Yes,3.97,Lung Cancer,Medication,13.0,No
84.0,Female,No,3.72,Lung Cancer,Surgery,2.0,No
60.0,,No,,Pneumonia,Surgery,10.0,No
70.0,Male,Yes,,Lung Cancer,Surgery,8.0,Yes
48.0,Female,Yes,1.26,Pneumonia,,2.0,No
38.0,Female,Yes,2.98,COPD,Surgery,1.0,No
85.0,Female,No,1.94,Pneumonia,Therapy,10.0,No
60.0,Male,Yes,3.81,Lung Cancer,Therapy,13.0,Yes
64.0,Male,No,4.46,Asthma,Therapy,9.0,No
34.0,Female,No,3.66,Lung Cancer,Surgery,11.0,No
22.0,Male,No,3.17,Bronchitis,Therapy,8.0,Yes
30.0,Female,Yes,2.94,Lung Cancer,Therapy,6.0,Yes
72.0,Male,Yes,5.21,COPD,Medication,4.0,No
65.0,Male,No,2.1,Pneumonia,Therapy,2.0,Yes
49.0,Female,No,4.67,Bronchitis,Medication,8.0,No
76.0,Female,No,4.79,Pneumonia,Surgery,3.0,No
37.0,Female,No,3.1,Pneumonia,Surgery,10.0,
,Male,Yes,2.49,,,4.0,No
67.0,Female,Yes,3.35,Asthma,Surgery,5.0,No
85.0,Male,No,1.47,Bronchitis,Therapy,13.0,No
27.0,Male,No,1.23,COPD,Medication,4.0,No
41.0,Female,No,1.56,COPD,Surgery,11.0,No
25.0,Male,Yes,1.94,Asthma,Surgery,8.0,Yes
76.0,Female,No,3.52,,Medication,9.0,No
55.0,Male,,5.25,Lung Cancer,Medication,14.0,No
76.0,Female,No,2.18,COPD,,14.0,Yes
68.0,Male,Yes,5.68,Bronchitis,Medication,14.0,Yes
64.0,Male,Yes,5.77,Asthma,,1.0,
85.0,Female,No,5.79,Asthma,,2.0,Yes
64.0,Male,Yes,5.19,Asthma,Medication,12.0,Yes
39.0,Female,,2.82,Bronchitis,,4.0,Yes
,Male,Yes,1.36,COPD,Medication,1.0,Yes
86.0,Male,Yes,3.84,,Medication,,Yes
22.0,Male,,3.79,Bronchitis,Surgery,6.0,No
73.0,Female,No,5.25,Lung Cancer,Surgery,,No
83.0,,No,5.98,Asthma,Surgery,5.0,Yes
59.0,Female,No,3.54,COPD,Surgery,13.0,No
78.0,Female,No,2.73,,Surgery,7.0,No
74.0,Female,Yes,1.93,Lung Cancer,Surgery,12.0,No
81.0,Male,Yes,1.02,Pneumonia,Medication,6.0,No
23.0,Male,Yes,3.55,Asthma,,14.0,No
79.0,Female,Yes,3.78,,,14.0,Yes
49.0,Male,No,5.12,COPD,Surgery,3.0,Yes
21.0,Male,No,3.52,COPD,Surgery,5.0,No
81.0,Male,Yes,5.58,,Medication,3.0,Yes
68.0,Male,No,4.14,COPD,Surgery,9.0,No
28.0,Female,Yes,5.2,Bronchitis,Surgery,2.0,
50.0,Male,Yes,1.74,Bronchitis,Medication,6.0,No
80.0,,No,5.28,Asthma,Medication,9.0,Yes
67.0,Female,No,4.38,COPD,,10.0,No
44.0,Male,No,1.85,,Surgery,,No
55.0,Female,No,1.95,Pneumonia,Medication,5.0,No
27.0,Male,No,5.63,Pneumonia,Therapy,,Yes
77.0,Male,No,1.16,Bronchitis,Medication,2.0,No
64.0,,No,3.31,,Therapy,4.0,Yes
81.0,Female,Yes,2.57,COPD,Therapy,10.0,No
58.0,Female,No,4.33,COPD,Surgery,12.0,No
77.0,Female,Yes,5.2,Pneumonia,Surgery,2.0,No
83.0,Male,Yes,2.8,Lung Cancer,,12.0,Yes
63.0,Male,No,3.13,Pneumonia,Surgery,13.0,No
48.0,Male,Yes,5.91,Lung Cancer,Medication,13.0,No
78.0,Female,No,4.92,Asthma,Medication,8.0,No
28.0,Male,Yes,5.49,Asthma,Therapy,10.0,No
25.0,Male,Yes,3.19,COPD,Therapy,7.0,No
48.0,,Yes,,Bronchitis,,7.0,No
77.0,Female,,3.06,COPD,Medication,3.0,Yes
36.0,Female,Yes,4.58,COPD,Therapy,7.0,No
35.0,Male,,1.55,Bronchitis,Medication,8.0,Yes
22.0,Male,Yes,2.35,COPD,Medication,5.0,No
40.0,Male,No,1.23,Bronchitis,Therapy,1.0,
83.0,Female,Yes,3.16,COPD,,1.0,No
55.0,Female,No,5.14,Asthma,Medication,12.0,Yes
81.0,Female,Yes,1.12,Lung Cancer,Surgery,11.0,No
61.0,Female,Yes,4.38,COPD,Surgery,14.0,Yes
61.0,Male,Yes,5.66,Lung Cancer,Medication,4.0,No
80.0,Male,No,2.18,Pneumonia,Surgery,2.0,Yes
32.0,Male,Yes,4.47,COPD,Therapy,7.0,No
,Male,Yes,5.88,Asthma,Medication,13.0,No
73.0,Male,Yes,5.81,Bronchitis,Medication,3.0,No
35.0,Male,Yes,2.17,Asthma,Surgery,12.0,Yes
27.0,,No,1.5,Lung Cancer,Medication,4.0,Yes
78.0,Male,Yes,1.74,Bronchitis,,9.0,Yes
76.0,Female,,4.51,Asthma,Surgery,,No
59.0,Female,Yes,4.63,Asthma,Surgery,12.0,Yes
78.0,Male,Yes,4.37,Asthma,Medication,8.0,No
21.0,Female,No,2.68,Bronchitis,Medication,1.0,No
29.0,Male,Yes,1.85,Asthma,Therapy,3.0,No
63.0,Male,Yes,3.9,Asthma,Therapy,4.0,No
30.0,Female,No,3.42,Lung Cancer,Medication,14.0,No
,Male,Yes,4.64,Asthma,Medication,6.0,
69.0,Male,Yes,3.21,Asthma,Therapy,1.0,No
31.0,Male,Yes,2.69,Pneumonia,Surgery,14.0,Yes
42.0,Male,No,,Bronchitis,Medication,8.0,Yes
37.0,Male,Yes,2.06,,Therapy,2.0,
81.0,Male,No,2.33,Lung Cancer,Therapy,5.0,No
81.0,Male,No,,Pneumonia,,6.0,Yes
57.0,Female,No,,COPD,Medication,8.0,No
86.0,Female,No,1.18,Bronchitis,Therapy,3.0,Yes
57.0,Male,No,1.93,Asthma,Medication,12.0,No
86.0,Female,No,4.73,Pneumonia,Surgery,9.0,No
80.0,Male,No,2.63,Pneumonia,Medication,12.0,Yes
20.0,Male,Yes,4.34,Asthma,Therapy,5.0,Yes
,Male,Yes,4.58,Asthma,Therapy,8.0,No
47.0,Male,No,3.91,Lung Cancer,Medication,4.0,No
,Female,No,5.79,Pneumonia,Therapy,12.0,Yes
32.0,Female,,1.11,Pneumonia,Surgery,9.0,Yes
46.0,Female,No,4.69,COPD,,8.0,Yes
26.0,Female,No,5.79,COPD,Medication,5.0,No
41.0,,No,5.31,Pneumonia,Therapy,3.0,Yes
72.0,Female,Yes,1.84,COPD,Surgery,,No
23.0,Male,Yes,2.63,Pneumonia,Medication,5.0,Yes
42.0,Male,,1.86,Bronchitis,Therapy,5.0,Yes
89.0,Female,No,4.01,Lung Cancer,Medication,4.0,Yes
52.0,Male,No,4.56,COPD,Surgery,10.0,Yes
47.0,Female,Yes,2.59,Pneumonia,Therapy,10.0,No
27.0,Female,,3.7,COPD,Medication,8.0,No
20.0,Female,Yes,4.45,Lung Cancer,,3.0,Yes
56.0,Female,Yes,3.11,Bronchitis,Therapy,12.0,No
82.0,Female,Yes,,Asthma,Surgery,10.0,No
41.0,Male,No,4.86,Asthma,Surgery,9.0,No
89.0,Female,No,1.32,COPD,Medication,,Yes
40.0,Female,Yes,4.11,Pneumonia,Therapy,4.0,Yes
,Male,Yes,2.18,Lung Cancer,Therapy,6.0,No
24.0,,Yes,3.79,Bronchitis,Therapy,9.0,Yes
79.0,Female,Yes,5.78,Bronchitis,Medication,10.0,Yes
65.0,Male,No,5.4,Bronchitis,Surgery,2.0,Yes
69.0,Male,Yes,3.02,,Surgery,2.0,Yes
67.0,Female,No,2.46,Lung Cancer,Therapy,2.0,No
25.0,Male,Yes,2.17,Asthma,Medication,5.0,No
75.0,Female,No,,COPD,Therapy,6.0,Yes
78.0,Male,Yes,1.57,Bronchitis,Surgery,3.0,No
48.0,Female,No,3.75,Lung Cancer,Therapy,3.0,No
37.0,Female,No,1.01,Bronchitis,Therapy,2.0,No
21.0,Female,No,2.62,Asthma,Therapy,11.0,
,Male,Yes,2.1,Asthma,Surgery,6.0,No
73.0,Female,No,5.86,Asthma,,1.0,Yes
57.0,Male,Yes,4.64,Bronchitis,Therapy,9.0,No
67.0,Female,No,2.75,Lung Cancer,Surgery,11.0,No
46.0,Female,No,1.46,Lung Cancer,Therapy,10.0,Yes
39.0,Female,Yes,3.58,COPD,Medication,4.0,Yes
31.0,Female,No,2.07,,Therapy,14.0,Yes
62.0,Female,No,3.68,COPD,Medication,2.0,No
80.0,Male,,5.18,COPD,Surgery,13.0,
50.0,Male,No,4.08,,,12.0,Yes
80.0,Male,No,4.17,COPD,Medication,6.0,No
86.0,Female,No,3.71,Asthma,Surgery,5.0,Yes
54.0,Female,No,5.64,COPD,Medication,3.0,Yes
34.0,Male,Yes,5.66,Lung Cancer,Medication,13.0,No
35.0,Female,No,3.56,COPD,Surgery,3.0,Yes
32.0,Female,No,2.53,Asthma,Medication,5.0,No
54.0,Female,No,3.3,Pneumonia,Medication,4.0,Yes
78.0,Male,,1.93,Pneumonia,Therapy,5.0,Yes
40.0,Male,No,4.18,Pneumonia,Medication,2.0,Yes
73.0,Male,No,3.5,Bronchitis,Medication,11.0,No
49.0,Male,No,1.52,Lung Cancer,Medication,1.0,Yes
67.0,Male,,1.99,Asthma,Surgery,5.0,Yes
54.0,Female,Yes,3.4,Pneumonia,Medication,11.0,Yes
57.0,Female,Yes,5.44,Asthma,Surgery,1.0,No
50.0,Female,Yes,,Asthma,Surgery,3.0,No
43.0,Female,Yes,4.41,Bronchitis,Medication,8.0,
68.0,Male,No,2.7,Pneumonia,Medication,11.0,No
51.0,Male,No,3.86,,,8.0,No
74.0,Female,Yes,3.24,Asthma,Medication,9.0,Yes
77.0,Male,Yes,4.3,Pneumonia,Medication,1.0,Yes
22.0,Female,Yes,1.25,Asthma,Medication,4.0,Yes
88.0,Female,No,3.47,Bronchitis,Medication,6.0,Yes
29.0,Female,No,2.48,Bronchitis,Surgery,7.0,No
44.0,Female,Yes,2.63,COPD,Therapy,5.0,Yes
87.0,,Yes,,Bronchitis,Surgery,13.0,No
80.0,Female,Yes,1.91,Pneumonia,Medication,7.0,No
48.0,Male,,2.56,Bronchitis,Therapy,11.0,No
,Female,Yes,3.55,COPD,Therapy,10.0,Yes
62.0,Female,No,5.32,Lung Cancer,,8.0,
85.0,Female,Yes,3.08,Asthma,Medication,10.0,Yes
80.0,Female,,4.72,Asthma,Surgery,6.0,No
62.0,Male,Yes,5.28,Pneumonia,Therapy,11.0,Yes
44.0,Female,Yes,2.55,COPD,Therapy,4.0,Yes
39.0,Male,,2.96,COPD,Medication,1.0,No
67.0,Female,Yes,2.78,COPD,Medication,11.0,No
43.0,Female,No,5.16,Asthma,Therapy,,Yes
30.0,Female,No,1.22,Bronchitis,Therapy,10.0,Yes
74.0,Male,Yes,,Asthma,Medication,10.0,No
47.0,Female,Yes,4.4,Asthma,Medication,10.0,
88.0,Female,No,3.83,Asthma,Medication,,No
82.0,Female,No,3.18,Bronchitis,Surgery,5.0,Yes
78.0,Female,Yes,3.7,Lung Cancer,Surgery,4.0,No
24.0,Female,No,,Pneumonia,Medication,9.0,Yes
70.0,Male,Yes,3.15,Lung Cancer,Surgery,3.0,
40.0,Male,No,3.51,Lung Cancer,Therapy,3.0,No
31.0,Female,Yes,5.51,Asthma,Therapy,10.0,No
69.0,Female,No,2.3,Lung Cancer,Medication,7.0,Yes
23.0,Male,No,5.34,Asthma,Therapy,2.0,Yes
61.0,Female,Yes,4.22,Asthma,Therapy,9.0,Yes
57.0,Male,No,1.1,Pneumonia,Therapy,8.0,Yes
44.0,Female,No,4.62,COPD,Therapy,12.0,No
33.0,Female,No,1.18,,Therapy,14.0,No
51.0,Male,No,5.99,Lung Cancer,Surgery,6.0,No
30.0,Female,No,5.36,Pneumonia,Surgery,,Yes
80.0,Male,No,2.49,Lung Cancer,Medication,13.0,Yes
37.0,Male,No,2.29,COPD,Therapy,9.0,No
46.0,Male,Yes,2.91,Bronchitis,Surgery,11.0,No
74.0,Female,No,2.78,COPD,Surgery,3.0,Yes
73.0,Male,No,2.86,Pneumonia,Surgery,,Yes
40.0,Male,Yes,2.59,COPD,Therapy,7.0,Yes
63.0,Female,No,4.11,COPD,Surgery,1.0,
24.0,Female,No,1.82,Pneumonia,Medication,13.0,No
60.0,Female,Yes,,,Medication,1.0,Yes
78.0,Female,,5.06,Lung Cancer,,1.0,No
73.0,Female,,3.38,Asthma,Medication,12.0,No
41.0,Female,Yes,5.26,Bronchitis,Surgery,8.0,No
84.0,Male,,2.24,Bronchitis,Therapy,13.0,Yes
83.0,Female,No,1.09,Bronchitis,Medication,6.0,No
23.0,Male,No,4.1,COPD,Therapy,3.0,No
84.0,Female,Yes,3.29,Pneumonia,Surgery,10.0,No
34.0,Male,No,,Pneumonia,Medication,,Yes
41.0,Male,Yes,5.5,Pneumonia,Surgery,6.0,No
66.0,Female,Yes,5.85,Asthma,Medication,5.0,No
65.0,Female,Yes,4.17,Pneumonia,Therapy,3.0,
33.0,Male,No,4.82,Pneumonia,Medication,14.0,Yes
69.0,,Yes,1.42,COPD,Medication,4.0,Yes
39.0,Female,Yes,1.8,Lung Cancer,Medication,13.0,No
69.0,Male,Yes,4.67,Bronchitis,Therapy,13.0,No
52.0,Male,,3.16,COPD,Medication,11.0,Yes
78.0,Male,No,3.23,COPD,Surgery,11.0,Yes
62.0,Female,No,2.54,COPD,Therapy,1.0,Yes
31.0,,Yes,4.04,,Therapy,9.0,No
59.0,Female,No,1.93,COPD,Surgery,,Yes
,Female,,4.13,Lung Cancer,Therapy,2.0,
57.0,Male,Yes,1.87,Pneumonia,,12.0,Yes
,Female,Yes,1.32,,Therapy,11.0,Yes
47.0,Male,No,2.65,Pneumonia,Surgery,9.0,No
75.0,,No,2.16,Pneumonia,Therapy,12.0,Yes
32.0,Female,Yes,5.44,COPD,Surgery,7.0,No
85.0,Male,No,1.27,COPD,Therapy,14.0,
56.0,Female,Yes,1.88,Bronchitis,,14.0,No
68.0,Female,Yes,3.74,Asthma,Therapy,8.0,No
85.0,Male,No,3.41,Lung Cancer,Medication,13.0,No
55.0,Female,No,1.23,Bronchitis,Surgery,3.0,No
73.0,Male,No,1.04,,Surgery,14.0,Yes
45.0,Male,No,5.94,Lung Cancer,Therapy,7.0,No
59.0,Male,Yes,4.29,,Therapy,11.0,No
62.0,Male,No,2.83,Pneumonia,Therapy,1.0,No
41.0,Female,,3.35,Asthma,Medication,6.0,No
39.0,Female,No,2.33,COPD,Therapy,10.0,No
27.0,Female,Yes,2.72,Asthma,Surgery,6.0,Yes
,Male,No,4.25,Asthma,Therapy,11.0,No
59.0,Female,No,5.41,COPD,Medication,10.0,No
49.0,Female,Yes,1.92,Asthma,Therapy,12.0,No
74.0,Female,Yes,5.2,Bronchitis,Therapy,6.0,
35.0,Female,,1.61,Bronchitis,Surgery,3.0,No
65.0,Male,Yes,2.07,COPD,Therapy,6.0,Yes
81.0,Male,Yes,1.19,COPD,Medication,14.0,Yes
26.0,,No,1.7,Lung Cancer,Therapy,3.0,Yes
64.0,Male,Yes,5.59,Lung Cancer,,10.0,No
78.0,Female,Yes,3.3,Asthma,Surgery,9.0,No
,Female,Yes,1.39,Asthma,Therapy,7.0,
67.0,Female,Yes,5.8,COPD,Surgery,,
46.0,Male,Yes,5.39,Asthma,Surgery,13.0,
72.0,Female,Yes,4.77,Pneumonia,Therapy,,No
54.0,Male,,5.67,Bronchitis,Surgery,,No
70.0,Male,Yes,2.1,Asthma,Surgery,6.0,No
56.0,Female,No,5.18,Asthma,Therapy,9.0,Yes
76.0,Male,No,4.45,Lung Cancer,Therapy,3.0,Yes
27.0,Male,No,5.35,Pneumonia,Medication,8.0,Yes
39.0,Female,Yes,4.98,Asthma,Medication,6.0,Yes
72.0,Male,Yes,2.73,Bronchitis,Surgery,4.0,Yes
31.0,Male,Yes,4.87,,Surgery,5.0,Yes
68.0,Female,No,2.31,,Therapy,3.0,No
36.0,Female,Yes,2.64,Pneumonia,Medication,14.0,Yes
83.0,Male,Yes,1.54,,Medication,2.0,Yes
,Female,Yes,5.68,Pneumonia,Therapy,9.0,Yes
48.0,Female,,2.46,Asthma,Therapy,13.0,
,Male,No,3.6,Bronchitis,,3.0,No
30.0,Male,Yes,2.96,Bronchitis,Therapy,6.0,Yes
69.0,Female,No,5.8,Pneumonia,Medication,5.0,Yes
77.0,Male,Yes,2.68,Lung Cancer,Therapy,10.0,Yes
53.0,Female,Yes,4.89,Lung Cancer,Therapy,11.0,Yes
39.0,Female,No,5.28,,Medication,8.0,No
69.0,Male,No,3.18,Lung Cancer,Therapy,5.0,No
29.0,Male,No,2.89,Pneumonia,Medication,11.0,
51.0,Female,,4.74,Lung Cancer,Medication,8.0,
71.0,Female,,5.56,COPD,Therapy,11.0,Yes
,Female,Yes,4.77,Asthma,Therapy,5.0,Yes
22.0,Female,No,2.14,Lung Cancer,Surgery,11.0,No
56.0,Male,No,,Pneumonia,Surgery,10.0,
59.0,Female,Yes,2.94,Pneumonia,Medication,13.0,Yes
59.0,Male,Yes,3.88,COPD,,6.0,Yes
75.0,Male,Yes,5.16,COPD,Surgery,,Yes
42.0,Female,Yes,1.94,Bronchitis,Medication,2.0,No
30.0,,,4.92,,Surgery,10.0,Yes
83.0,Male,,,Bronchitis,Therapy,10.0,No
,Female,No,5.47,Asthma,Therapy,6.0,No
75.0,Male,Yes,1.86,Pneumonia,Therapy,14.0,No
79.0,Male,Yes,3.1,Bronchitis,Medication,7.0,No
29.0,Female,No,5.16,Pneumonia,Therapy,3.0,Yes
,Female,No,1.1,COPD,Medication,3.0,No
47.0,Female,No,1.56,Asthma,Therapy,12.0,Yes
68.0,Female,,5.95,COPD,Medication,7.0,No
55.0,Female,No,2.4,,Medication,11.0,Yes
32.0,Female,,5.88,Bronchitis,Surgery,10.0,No
55.0,Female,No,1.91,COPD,Surgery,4.0,
45.0,Male,No,2.81,Lung Cancer,Surgery,2.0,No
23.0,Male,No,4.76,Asthma,Medication,9.0,Yes
83.0,Female,Yes,4.29,Pneumonia,Surgery,14.0,No
57.0,Male,Yes,3.91,Bronchitis,Surgery,13.0,No
41.0,Male,Yes,3.65,COPD,Surgery,,No
21.0,,Yes,5.22,Asthma,Medication,6.0,No
50.0,Male,Yes,2.17,Bronchitis,Medication,,Yes
30.0,Female,Yes,3.21,COPD,Surgery,2.0,Yes
65.0,Male,No,1.78,Pneumonia,Surgery,3.0,Yes
81.0,Female,Yes,3.98,Lung Cancer,Medication,5.0,Yes
88.0,Male,,2.25,Lung Cancer,,,No
83.0,Male,Yes,2.67,Pneumonia,,11.0,No
,Male,,3.36,Asthma,Surgery,5.0,No
59.0,Female,No,1.13,Pneumonia,Surgery,13.0,Yes
43.0,Male,Yes,1.46,COPD,Medication,9.0,No
63.0,Male,No,4.43,Asthma,Surgery,,Yes
79.0,Female,Yes,3.14,Lung Cancer,Medication,3.0,Yes
81.0,,Yes,5.32,COPD,Therapy,2.0,Yes
36.0,Male,Yes,4.47,Bronchitis,Surgery,10.0,No
84.0,Male,Yes,1.04,Bronchitis,Therapy,8.0,No
76.0,Male,No,4.08,Bronchitis,Medication,7.0,
74.0,Male,Yes,1.47,Lung Cancer,Therapy,12.0,Yes
72.0,Female,No,4.9,Pneumonia,Surgery,9.0,No
75.0,Male,No,5.96,,Therapy,3.0,No
28.0,Male,No,3.66,Lung Cancer,Therapy,6.0,Yes
41.0,Female,Yes,4.41,COPD,Therapy,5.0,No
32.0,Male,No,2.19,COPD,Medication,5.0,No
67.0,Male,Yes,3.19,Bronchitis,Surgery,10.0,Yes
37.0,Male,No,5.28,Asthma,Medication,,Yes
59.0,Female,Yes,,,Therapy,1.0,No
36.0,Female,Yes,2.33,COPD,Therapy,1.0,Yes
34.0,Male,Yes,3.23,COPD,Medication,3.0,No
34.0,Male,Yes,4.56,Pneumonia,Medication,11.0,No
82.0,,No,2.88,Pneumonia,Therapy,2.0,Yes
58.0,Male,No,5.64,Pneumonia,Surgery,2.0,Yes
32.0,Male,Yes,1.47,Bronchitis,Medication,2.0,Yes
51.0,Female,No,2.85,Asthma,Therapy,4.0,Yes
28.0,Female,Yes,4.54,Pneumonia,Therapy,1.0,No
59.0,,Yes,2.13,Lung Cancer,Surgery,10.0,Yes
39.0,Male,No,4.28,Pneumonia,Therapy,9.0,Yes
82.0,Male,Yes,1.82,Bronchitis,Medication,14.0,
63.0,Male,Yes,1.28,Asthma,Therapy,5.0,Yes
57.0,Male,Yes,1.61,Pneumonia,Therapy,5.0,
79.0,Female,Yes,,Asthma,Therapy,9.0,Yes
67.0,Male,Yes,3.76,Lung Cancer,Therapy,14.0,Yes
37.0,Male,No,4.98,COPD,Surgery,5.0,No
,Female,,2.66,Asthma,Medication,13.0,Yes
74.0,Female,No,3.96,Pneumonia,Therapy,,No
58.0,,Yes,3.47,Bronchitis,Medication,11.0,No
87.0,Female,Yes,5.73,Bronchitis,Surgery,14.0,No
78.0,Female,Yes,,Bronchitis,Medication,8.0,No
81.0,Male,Yes,4.65,Bronchitis,Surgery,11.0,Yes
32.0,Male,Yes,1.23,Asthma,,1.0,No
25.0,Male,Yes,3.75,Bronchitis,Medication,1.0,Yes
79.0,Male,No,3.33,COPD,Therapy,4.0,No
33.0,Female,,5.64,Lung Cancer,Medication,8.0,No
73.0,Female,No,2.29,Asthma,Therapy,3.0,Yes
23.0,,Yes,2.35,Asthma,Therapy,1.0,
58.0,Male,No,3.06,Bronchitis,Medication,11.0,No
44.0,Female,Yes,2.22,Bronchitis,Therapy,12.0,Yes
51.0,Male,No,1.65,Asthma,Medication,9.0,No
78.0,Male,No,5.29,Bronchitis,Therapy,9.0,Yes
82.0,Male,Yes,3.79,Bronchitis,Therapy,9.0,No
57.0,Male,Yes,5.31,Bronchitis,Surgery,,Yes
72.0,Female,No,5.16,Bronchitis,Surgery,2.0,Yes
86.0,Male,Yes,,Bronchitis,Medication,14.0,No
47.0,Female,Yes,3.74,Pneumonia,Therapy,14.0,No
22.0,Male,Yes,1.42,Pneumonia,Surgery,11.0,No
41.0,Male,No,5.58,,Surgery,11.0,Yes
57.0,Female,Yes,3.02,Asthma,Surgery,11.0,Yes
81.0,Male,No,2.97,Lung Cancer,Therapy,4.0,No
76.0,Female,No,2.51,Asthma,Medication,2.0,Yes
25.0,Male,Yes,3.3,Pneumonia,Therapy,7.0,No
51.0,Male,No,2.26,Asthma,Therapy,11.0,Yes
29.0,Male,Yes,2.87,Lung Cancer,Surgery,3.0,Yes
22.0,Male,Yes,5.0,Bronchitis,Therapy,9.0,Yes
78.0,Male,No,,COPD,Therapy,7.0,No
68.0,Female,No,2.52,Pneumonia,Surgery,8.0,
78.0,Female,No,3.35,Pneumonia,Surgery,9.0,Yes
50.0,Male,No,5.37,Lung Cancer,Therapy,8.0,Yes
88.0,Male,No,1.26,Bronchitis,Surgery,7.0,Yes
81.0,Female,Yes,5.45,Bronchitis,Medication,9.0,No
71.0,Female,No,2.1,COPD,Medication,11.0,Yes
60.0,Male,Yes,4.39,Bronchitis,Medication,1.0,Yes
50.0,Male,Yes,3.91,Lung Cancer,Medication,11.0,Yes
41.0,Female,No,3.76,Bronchitis,Medication,4.0,Yes
23.0,Male,No,5.3,Lung Cancer,,4.0,No
32.0,Female,No,1.51,Pneumonia,Surgery,5.0,Yes
64.0,Male,No,2.74,Pneumonia,Medication,8.0,Yes
61.0,Female,No,,Pneumonia,Medication,10.0,Yes
68.0,Female,Yes,5.06,Asthma,Medication,1.0,Yes
39.0,Male,Yes,2.08,Pneumonia,Surgery,6.0,No
73.0,Female,Yes,5.01,Lung Cancer,Surgery,9.0,Yes
55.0,Male,No,3.0,COPD,Therapy,10.0,Yes
20.0,Male,No,1.94,,Therapy,8.0,No
34.0,Male,Yes,4.79,Pneumonia,Therapy,2.0,Yes
36.0,Male,No,1.45,Asthma,Therapy,7.0,No
43.0,Female,No,3.57,Asthma,Surgery,5.0,
77.0,Male,No,1.32,Lung Cancer,Surgery,2.0,Yes
42.0,Male,Yes,2.78,COPD,Surgery,11.0,Yes
65.0,Male,No,4.01,Pneumonia,Surgery,1.0,Yes
27.0,Male,Yes,3.78,Pneumonia,Medication,2.0,Yes
78.0,Female,No,3.02,Asthma,Therapy,11.0,Yes
78.0,Male,No,3.15,Lung Cancer,Surgery,10.0,Yes
32.0,Female,Yes,2.13,Asthma,Surgery,,Yes
58.0,Female,No,3.28,,Therapy,11.0,Yes
47.0,Female,No,5.77,COPD,Surgery,12.0,Yes
80.0,Male,No,5.25,,Medication,8.0,Yes
35.0,Male,Yes,1.73,COPD,Surgery,3.0,Yes
21.0,Male,No,1.15,Lung Cancer,Therapy,5.0,No
36.0,Male,No,5.67,Pneumonia,Medication,11.0,
49.0,Female,No,3.63,Bronchitis,Medication,2.0,No
32.0,Female,,3.69,Bronchitis,Therapy,12.0,No
32.0,Male,No,4.9,Lung Cancer,Therapy,8.0,Yes
62.0,Male,Yes,2.57,Bronchitis,Medication,,No
40.0,Male,Yes,3.41,Asthma,Surgery,11.0,Yes
74.0,Male,No,5.84,Pneumonia,Therapy,10.0,Yes
59.0,Male,No,4.36,Pneumonia,,12.0,No
34.0,Male,Yes,1.77,Bronchitis,Therapy,6.0,No
71.0,Male,No,1.67,Lung Cancer,Surgery,3.0,No
72.0,Female,No,2.02,Asthma,Surgery,11.0,Yes
71.0,Female,No,,Lung Cancer,Medication,8.0,No
49.0,Female,No,2.48,Bronchitis,Surgery,8.0,No
52.0,Female,No,1.11,Pneumonia,Surgery,3.0,No
76.0,Male,No,5.72,Pneumonia,Surgery,12.0,Yes
,Male,No,1.85,Lung Cancer,Therapy,9.0,Yes
28.0,Male,No,1.05,COPD,Medication,10.0,No
73.0,Male,Yes,2.19,Lung Cancer,Medication,,No
20.0,Male,Yes,2.18,COPD,Medication,5.0,No
63.0,Female,No,3.11,Lung Cancer,Surgery,10.0,No
28.0,Male,No,5.6,COPD,Therapy,9.0,No
51.0,Female,No,5.4,COPD,Medication,7.0,No
34.0,Male,No,3.28,COPD,Therapy,10.0,No
31.0,Female,Yes,3.05,COPD,Medication,3.0,Yes
76.0,Male,Yes,3.78,,Surgery,6.0,No
27.0,Female,Yes,2.22,COPD,Medication,10.0,
46.0,Male,Yes,1.26,COPD,,2.0,Yes
81.0,Male,No,5.7,Pneumonia,Surgery,6.0,No
31.0,,No,1.93,Asthma,Surgery,12.0,Yes
84.0,Male,,1.99,COPD,Medication,5.0,No
61.0,Female,Yes,3.36,Bronchitis,Therapy,13.0,Yes
81.0,Male,No,3.46,Asthma,Surgery,3.0,No
30.0,Female,No,1.09,Pneumonia,Medication,14.0,No
62.0,Male,Yes,1.74,Lung Cancer,Surgery,7.0,Yes
36.0,Female,,2.89,Pneumonia,Therapy,11.0,Yes
51.0,Male,Yes,4.42,Pneumonia,,4.0,Yes
59.0,Male,Yes,2.14,Asthma,Medication,11.0,No
42.0,Female,Yes,3.12,Asthma,Therapy,14.0,No
75.0,Male,No,3.79,Bronchitis,Therapy,6.0,No
25.0,Male,No,5.44,Bronchitis,Medication,9.0,No
69.0,Female,Yes,2.63,Asthma,Therapy,12.0,No
56.0,Male,No,1.67,Asthma,Therapy,14.0,Yes
83.0,Female,No,3.45,Asthma,Medication,6.0,No
73.0,Male,No,4.73,Lung Cancer,Surgery,4.0,Yes
68.0,Female,No,1.55,Pneumonia,Therapy,10.0,Yes
30.0,Female,Yes,3.12,Bronchitis,Surgery,2.0,No
68.0,Female,,1.09,Bronchitis,Surgery,9.0,No
40.0,Female,No,1.17,COPD,Surgery,14.0,Yes
85.0,Male,No,3.41,Lung Cancer,Therapy,4.0,No
82.0,Male,Yes,2.49,Asthma,Medication,4.0,Yes
47.0,Female,No,5.23,Asthma,Medication,2.0,No
36.0,Male,,4.01,Lung Cancer,Medication,5.0,Yes
25.0,Male,Yes,3.27,Bronchitis,Medication,13.0,No
38.0,Male,Yes,3.04,Asthma,Medication,6.0,No
75.0,Female,Yes,3.49,COPD,Medication,10.0,No
47.0,Male,No,1.2,Bronchitis,Surgery,6.0,Yes
85.0,Male,Yes,5.46,Pneumonia,Surgery,3.0,No
57.0,Female,Yes,5.99,Lung Cancer,Surgery,12.0,Yes
56.0,Male,Yes,1.91,Bronchitis,Therapy,14.0,No
87.0,Female,Yes,1.6,Pneumonia,Therapy,9.0,No
68.0,Female,Yes,1.72,COPD,Therapy,7.0,Yes
62.0,Female,No,4.31,Lung Cancer,Medication,13.0,
55.0,Male,Yes,4.31,Asthma,Surgery,14.0,Yes
77.0,Male,No,5.24,Asthma,Therapy,3.0,No
32.0,Female,No,4.76,Pneumonia,Surgery,4.0,No
71.0,Female,Yes,3.25,Bronchitis,Medication,7.0,No
77.0,Female,No,4.06,COPD,Surgery,11.0,No
51.0,Female,No,4.44,Pneumonia,Medication,8.0,No
79.0,Female,No,3.56,COPD,,6.0,No
77.0,Female,Yes,3.38,COPD,Medication,4.0,No
75.0,Male,Yes,4.23,,Medication,12.0,
47.0,Female,Yes,3.79,Lung Cancer,Surgery,2.0,No
20.0,Female,Yes,4.22,Pneumonia,Medication,10.0,Yes
61.0,Female,Yes,4.06,Lung Cancer,Therapy,8.0,No
67.0,Male,Yes,4.6,Bronchitis,Therapy,1.0,Yes
59.0,Male,Yes,4.21,Bronchitis,Medication,9.0,Yes
82.0,Male,No,3.6,Asthma,Surgery,8.0,Yes
23.0,Male,No,4.41,Asthma,Therapy,3.0,No
57.0,Female,Yes,3.25,Asthma,Therapy,10.0,Yes
46.0,Male,No,2.21,Bronchitis,Medication,4.0,Yes
28.0,Female,Yes,,,Medication,10.0,Yes
35.0,Female,Yes,3.8,,Therapy,4.0,Yes
75.0,Female,Yes,3.95,Pneumonia,Medication,2.0,No
50.0,Female,No,5.86,Bronchitis,Medication,12.0,No
33.0,Female,Yes,2.81,Asthma,Therapy,11.0,No
44.0,,Yes,2.97,Bronchitis,Surgery,10.0,No
53.0,Male,Yes,2.01,COPD,Surgery,5.0,Yes
86.0,Male,Yes,1.35,COPD,Therapy,13.0,No
43.0,Male,No,4.86,Lung Cancer,Medication,12.0,Yes
45.0,Male,Yes,2.25,Lung Cancer,Therapy,3.0,No
,Male,No,4.04,Pneumonia,Therapy,12.0,Yes
83.0,Female,No,4.44,Bronchitis,Medication,,Yes
29.0,,Yes,3.36,Lung Cancer,Surgery,1.0,Yes
86.0,Male,Yes,,Lung Cancer,Surgery,2.0,Yes
43.0,Male,No,3.22,Bronchitis,Medication,11.0,No
24.0,Female,No,2.42,COPD,Therapy,12.0,No
86.0,Female,No,5.48,Pneumonia,Medication,7.0,Yes
77.0,Female,No,5.31,Pneumonia,Therapy,1.0,Yes
46.0,Male,Yes,1.82,Pneumonia,Medication,12.0,
34.0,Male,No,1.13,Lung Cancer,Medication,13.0,No
54.0,Male,No,1.45,COPD,Surgery,13.0,No
72.0,Male,No,2.43,Pneumonia,Surgery,2.0,Yes
63.0,Male,No,5.86,Bronchitis,Medication,14.0,Yes
45.0,Female,Yes,3.79,Pneumonia,Medication,10.0,Yes
66.0,Male,Yes,2.87,Asthma,Surgery,7.0,Yes
53.0,Female,Yes,5.44,COPD,Therapy,1.0,No
69.0,Male,No,,Asthma,,7.0,Yes
31.0,Female,No,2.58,COPD,Therapy,13.0,No
23.0,Female,Yes,,Bronchitis,Surgery,8.0,Yes
67.0,Female,Yes,5.25,Lung Cancer,Surgery,11.0,
74.0,Female,No,5.22,Lung Cancer,Therapy,,Yes
20.0,Male,Yes,3.56,,Medication,14.0,No
85.0,Male,No,4.95,Pneumonia,Surgery,2.0,
49.0,Male,No,1.9,Asthma,Surgery,4.0,Yes
22.0,Female,,3.87,Bronchitis,Surgery,7.0,No
40.0,Male,No,5.92,,Medication,1.0,No
68.0,Male,No,2.45,Lung Cancer,Surgery,6.0,No
81.0,Male,No,4.97,Pneumonia,Medication,5.0,Yes
57.0,Male,,3.45,Asthma,Surgery,11.0,Yes
34.0,Female,Yes,1.2,Lung Cancer,Therapy,6.0,Yes
71.0,Female,Yes,4.82,COPD,Surgery,8.0,Yes
65.0,Male,No,,Bronchitis,Surgery,11.0,No
44.0,Male,Yes,4.16,Bronchitis,Medication,11.0,
40.0,Male,No,1.43,Lung Cancer,Medication,1.0,Yes
24.0,Female,No,5.73,COPD,Medication,3.0,No
89.0,Female,No,2.46,Asthma,Therapy,11.0,Yes
66.0,Female,No,2.13,Bronchitis,Therapy,13.0,Yes
87.0,,Yes,1.65,Lung Cancer,Medication,9.0,No
37.0,Female,Yes,5.73,Bronchitis,Therapy,12.0,Yes
40.0,Female,Yes,4.56,COPD,Medication,8.0,No
42.0,Female,No,4.71,Asthma,Therapy,4.0,Yes
83.0,Female,Yes,3.5,COPD,Medication,11.0,Yes
86.0,Female,Yes,3.37,Pneumonia,Medication,14.0,Yes
59.0,Male,Yes,1.55,COPD,Therapy,10.0,No
29.0,Male,No,3.8,,Surgery,9.0,Yes
71.0,Male,Yes,2.23,Bronchitis,Medication,7.0,No
80.0,Male,No,5.89,COPD,Medication,2.0,Yes
83.0,Female,Yes,4.98,Lung Cancer,Surgery,1.0,Yes
24.0,Male,No,3.06,Bronchitis,Medication,1.0,No
72.0,Male,Yes,,Bronchitis,Medication,13.0,No
74.0,Male,Yes,4.93,Pneumonia,Therapy,3.0,No
56.0,Female,Yes,1.61,Lung Cancer,Surgery,13.0,No
75.0,Male,,1.95,COPD,Medication,14.0,No
78.0,Female,Yes,2.06,Pneumonia,Medication,10.0,No
88.0,Female,Yes,3.78,Lung Cancer,Surgery,2.0,Yes
78.0,,No,4.94,Pneumonia,Surgery,4.0,No
21.0,Male,No,2.57,Asthma,Therapy,14.0,Yes
84.0,Female,No,1.42,COPD,Therapy,14.0,Yes
79.0,Male,No,3.32,Pneumonia,Therapy,8.0,Yes
70.0,Male,Yes,4.74,Asthma,Medication,5.0,No
49.0,Male,Yes,2.11,COPD,Surgery,5.0,
30.0,Female,No,2.1,Pneumonia,Therapy,6.0,Yes
58.0,Female,Yes,5.74,Pneumonia,Surgery,13.0,Yes
82.0,,No,5.77,Pneumonia,Medication,12.0,No
,Female,Yes,5.95,Pneumonia,Medication,5.0,Yes
80.0,Female,No,5.04,Bronchitis,Surgery,5.0,No
73.0,Female,,1.94,Pneumonia,Surgery,14.0,Yes
77.0,Male,No,2.06,Bronchitis,Therapy,7.0,No
75.0,Female,No,2.7,Bronchitis,Surgery,6.0,No
53.0,Female,Yes,2.59,Asthma,Therapy,13.0,Yes
50.0,Male,Yes,5.78,COPD,Surgery,13.0,Yes
71.0,Female,Yes,4.95,Bronchitis,Surgery,14.0,No
20.0,Male,No,4.62,Lung Cancer,,10.0,No
74.0,Female,Yes,1.93,Bronchitis,Medication,11.0,No
41.0,,No,5.55,Lung Cancer,Medication,,Yes
59.0,Female,Yes,5.14,Asthma,Medication,,Yes
,Female,Yes,1.82,Lung Cancer,Therapy,1.0,Yes
84.0,Female,No,5.36,Asthma,Therapy,1.0,Yes
82.0,Female,,2.36,Asthma,Medication,4.0,Yes
73.0,Male,Yes,1.4,Asthma,Medication,2.0,No
61.0,Female,No,4.28,Lung Cancer,Surgery,6.0,No
,Female,No,4.27,Lung Cancer,Surgery,12.0,No
41.0,Female,Yes,1.47,Asthma,Therapy,12.0,No
57.0,Male,No,,Asthma,Therapy,9.0,No
27.0,Male,,5.96,COPD,Surgery,10.0,No
81.0,Male,Yes,4.39,Asthma,Therapy,11.0,Yes
66.0,Female,,4.65,Pneumonia,Medication,14.0,No
36.0,Female,Yes,2.06,COPD,Surgery,10.0,Yes
36.0,Male,No,1.39,COPD,Surgery,8.0,
32.0,Male,,2.38,COPD,Therapy,4.0,Yes
36.0,,No,2.24,Pneumonia,Surgery,13.0,Yes
57.0,Female,No,2.17,COPD,Surgery,12.0,No
64.0,Male,No,1.96,COPD,Medication,2.0,No
25.0,Female,No,3.87,Lung Cancer,Surgery,1.0,Yes
54.0,,No,2.64,Lung Cancer,Surgery,7.0,Yes
33.0,Female,Yes,,Asthma,Surgery,10.0,No
80.0,Male,Yes,1.92,Asthma,Surgery,3.0,No
34.0,Female,No,3.32,Bronchitis,Medication,14.0,No
73.0,Male,Yes,1.07,Pneumonia,Surgery,6.0,Yes
46.0,Male,No,3.41,Lung Cancer,Medication,5.0,No
,Male,,1.28,Asthma,Medication,5.0,No
50.0,Male,Yes,5.89,Pneumonia,Medication,12.0,Yes
54.0,Female,Yes,4.95,COPD,Therapy,2.0,Yes
79.0,Female,,3.45,Pneumonia,Therapy,14.0,No
25.0,Female,No,,Lung Cancer,Surgery,9.0,Yes
88.0,Female,No,3.96,Bronchitis,Medication,11.0,Yes
77.0,,No,4.79,Lung Cancer,Therapy,4.0,Yes
68.0,Male,No,1.95,Asthma,Surgery,10.0,Yes
42.0,Male,No,3.84,Asthma,Therapy,1.0,Yes
53.0,Male,Yes,5.07,Pneumonia,Medication,2.0,No
45.0,Female,No,4.84,Lung Cancer,Surgery,9.0,No
66.0,Male,No,5.01,Asthma,Medication,7.0,No
24.0,Female,Yes,5.4,COPD,Medication,10.0,No
,Male,No,5.69,COPD,Therapy,2.0,No
25.0,Male,No,3.03,Bronchitis,Surgery,7.0,Yes
89.0,Male,Yes,3.84,Pneumonia,Surgery,14.0,No
78.0,Male,No,4.95,Asthma,Surgery,4.0,No
83.0,Female,Yes,4.49,Bronchitis,Therapy,10.0,Yes
37.0,Female,No,5.98,COPD,Surgery,2.0,No
23.0,Female,Yes,1.07,Bronchitis,Therapy,12.0,No
,Female,Yes,2.78,Bronchitis,Surgery,4.0,No
33.0,Male,Yes,2.41,Asthma,Therapy,5.0,No
32.0,Male,No,2.31,Asthma,Surgery,13.0,Yes
26.0,Female,No,2.11,Asthma,Therapy,14.0,Yes
63.0,Female,Yes,4.55,Pneumonia,Medication,4.0,Yes
,Male,Yes,1.42,Bronchitis,Medication,3.0,Yes
38.0,Male,No,4.71,Bronchitis,Medication,6.0,No
,Female,No,4.47,Pneumonia,Surgery,1.0,No
54.0,Female,No,,COPD,Therapy,8.0,No
,Female,No,2.26,Lung Cancer,Medication,12.0,No
38.0,Male,No,4.14,COPD,Surgery,5.0,No
39.0,Female,,4.81,Pneumonia,Therapy,8.0,No
54.0,Female,No,,Bronchitis,Medication,10.0,No
51.0,Female,Yes,5.26,Bronchitis,Medication,4.0,Yes
,Female,,5.82,Asthma,Surgery,4.0,Yes
,Female,Yes,3.91,Asthma,Therapy,5.0,Yes
43.0,Male,Yes,5.54,Bronchitis,Surgery,5.0,Yes
80.0,Female,No,5.04,Bronchitis,Medication,11.0,Yes
36.0,Male,Yes,5.47,Asthma,Surgery,6.0,Yes
69.0,Female,Yes,1.06,Asthma,Surgery,5.0,Yes
84.0,Female,Yes,5.83,COPD,Medication,5.0,No
51.0,Female,Yes,3.37,,Medication,13.0,No
55.0,Male,No,4.99,Bronchitis,Therapy,8.0,No
32.0,Male,Yes,1.64,Pneumonia,Therapy,6.0,No
89.0,Male,No,2.98,COPD,Medication,2.0,Yes
77.0,Female,Yes,2.36,Lung Cancer,Medication,4.0,Yes
33.0,Female,,2.46,Lung Cancer,Therapy,4.0,Yes
56.0,Male,No,1.62,Lung Cancer,Surgery,5.0,Yes
87.0,,No,,Asthma,Medication,6.0,No
,Female,Yes,1.05,Lung Cancer,Medication,11.0,No
78.0,Male,No,2.56,Pneumonia,Surgery,5.0,No
35.0,Female,No,1.87,Asthma,Therapy,14.0,
81.0,Male,Yes,3.95,Asthma,Therapy,14.0,Yes
23.0,Male,No,2.27,Lung Cancer,Surgery,11.0,Yes
64.0,Male,Yes,2.29,Asthma,Medication,6.0,No
47.0,Female,Yes,3.44,COPD,Surgery,8.0,No
85.0,Female,No,4.26,COPD,Medication,4.0,No
50.0,Male,Yes,1.61,Lung Cancer,Therapy,,No
22.0,Female,Yes,1.88,Pneumonia,Medication,3.0,No
27.0,Female,Yes,2.24,,Medication,9.0,No
,,No,5.87,Bronchitis,Medication,,Yes
34.0,Female,Yes,2.99,Lung Cancer,Medication,,Yes
62.0,Male,Yes,3.99,Asthma,Medication,8.0,No
50.0,Female,Yes,2.21,Lung Cancer,Therapy,10.0,Yes
64.0,Female,No,3.45,Lung Cancer,Surgery,12.0,Yes
85.0,Male,Yes,1.37,Pneumonia,Therapy,5.0,Yes
27.0,Female,No,1.17,Bronchitis,Medication,9.0,No
,Female,Yes,3.34,Asthma,Surgery,3.0,Yes
49.0,Female,No,2.99,Lung Cancer,Medication,10.0,Yes
37.0,Male,No,1.68,Lung Cancer,Therapy,10.0,Yes
88.0,Male,No,4.44,Asthma,Therapy,8.0,Yes
58.0,Female,Yes,5.96,Lung Cancer,Medication,14.0,Yes
79.0,Female,Yes,2.98,Lung Cancer,Medication,13.0,Yes
62.0,,Yes,4.12,Lung Cancer,Surgery,13.0,Yes
64.0,Male,No,5.81,COPD,,7.0,No
42.0,Male,Yes,5.16,COPD,Medication,12.0,Yes
88.0,Female,Yes,3.32,Bronchitis,Surgery,7.0,Yes
25.0,,No,4.69,Pneumonia,Medication,14.0,Yes
75.0,Male,Yes,1.64,Asthma,Medication,11.0,No
23.0,Female,Yes,3.56,Pneumonia,Medication,10.0,Yes
42.0,Female,No,2.4,Pneumonia,Therapy,9.0,No
25.0,Female,No,1.81,COPD,Medication,12.0,Yes
51.0,Female,Yes,3.13,,Medication,8.0,No
37.0,Female,No,1.66,Pneumonia,Medication,3.0,No
34.0,Female,Yes,4.49,Pneumonia,Surgery,14.0,No
59.0,Female,Yes,3.28,Lung Cancer,Medication,13.0,Yes
25.0,Male,Yes,3.66,Asthma,Therapy,6.0,No
82.0,Male,Yes,1.73,Bronchitis,Therapy,11.0,Yes
86.0,Male,Yes,1.7,Asthma,Medication,6.0,Yes
30.0,Male,No,3.92,COPD,Medication,5.0,Yes
,Male,No,5.93,Pneumonia,Medication,3.0,No
36.0,Male,Yes,1.48,Pneumonia,Therapy,9.0,Yes
,Male,No,2.43,Asthma,Surgery,7.0,No
82.0,Male,No,5.35,COPD,Surgery,4.0,Yes
87.0,Male,Yes,1.36,Lung Cancer,Medication,6.0,
60.0,Female,No,5.38,Lung Cancer,Surgery,5.0,Yes
24.0,Female,,3.62,Pneumonia,Therapy,1.0,Yes
51.0,Male,Yes,3.04,Pneumonia,Medication,2.0,Yes
89.0,,Yes,2.55,Bronchitis,,1.0,Yes
54.0,Female,Yes,2.49,,Medication,9.0,Yes
41.0,Male,Yes,2.53,Pneumonia,Medication,9.0,
84.0,Male,Yes,5.42,COPD,Therapy,5.0,Yes
,Male,Yes,4.62,Asthma,Therapy,8.0,Yes
30.0,Female,Yes,4.35,Bronchitis,Surgery,10.0,No
22.0,Female,No,,Lung Cancer,Therapy,4.0,
28.0,Male,Yes,2.29,Bronchitis,Medication,1.0,No
79.0,Female,No,4.09,Asthma,Therapy,13.0,Yes
33.0,Female,No,3.3,Lung Cancer,Surgery,,No
37.0,Female,Yes,4.91,COPD,Surgery,4.0,Yes
42.0,Male,No,2.55,Lung Cancer,Surgery,7.0,No
66.0,Female,No,4.22,Lung Cancer,Therapy,11.0,Yes
88.0,Female,No,5.41,COPD,Therapy,2.0,
66.0,Female,Yes,3.01,Pneumonia,Therapy,2.0,
49.0,Female,,1.33,Pneumonia,Therapy,6.0,Yes
44.0,Female,No,3.58,Lung Cancer,Therapy,9.0,Yes
47.0,Female,Yes,,Lung Cancer,Surgery,,No
44.0,Female,No,4.36,Bronchitis,Surgery,7.0,No
77.0,Male,No,5.76,Pneumonia,Therapy,10.0,No
60.0,Male,No,3.43,COPD,Medication,14.0,No
44.0,Female,No,3.33,Lung Cancer,Surgery,9.0,No
67.0,Male,No,4.27,Lung Cancer,Medication,11.0,
29.0,Female,Yes,1.52,Bronchitis,Medication,13.0,No
30.0,Female,No,2.27,Bronchitis,Surgery,9.0,Yes
40.0,Female,Yes,5.59,Bronchitis,Medication,11.0,Yes
64.0,Male,No,4.35,Asthma,Medication,4.0,Yes
26.0,Female,Yes,1.07,COPD,Surgery,2.0,Yes
83.0,Female,Yes,2.02,Asthma,Surgery,1.0,No
83.0,Male,Yes,4.41,Lung Cancer,Therapy,6.0,No
21.0,,No,4.82,Bronchitis,Surgery,5.0,No
61.0,Female,No,5.2,Bronchitis,Medication,6.0,
73.0,,No,2.46,Bronchitis,Surgery,7.0,No
35.0,Male,No,5.66,Pneumonia,Therapy,9.0,No
37.0,Female,No,3.76,COPD,Surgery,10.0,Yes
78.0,,,4.48,Asthma,Medication,10.0,No
,Female,Yes,3.98,COPD,Surgery,11.0,Yes
25.0,,Yes,1.61,Bronchitis,Medication,6.0,Yes
76.0,Male,,5.82,Lung Cancer,Surgery,6.0,Yes
66.0,Male,No,1.61,Pneumonia,Therapy,13.0,Yes
67.0,Female,Yes,2.27,COPD,Therapy,3.0,No
61.0,Male,No,5.07,,Surgery,,No
,Male,No,4.09,Bronchitis,Medication,8.0,Yes
23.0,Female,Yes,5.19,Bronchitis,Therapy,9.0,No
21.0,Female,Yes,3.58,Bronchitis,Medication,1.0,Yes
,Female,No,2.88,Bronchitis,Surgery,6.0,Yes
46.0,Male,No,5.61,Pneumonia,Therapy,7.0,Yes
46.0,Female,Yes,1.18,Pneumonia,Therapy,11.0,Yes
26.0,,No,5.28,COPD,Medication,8.0,No
82.0,Male,Yes,2.15,Bronchitis,Therapy,12.0,Yes
65.0,Female,Yes,5.24,Pneumonia,Medication,10.0,No
82.0,,Yes,1.7,Lung Cancer,Medication,11.0,Yes
31.0,Female,No,,Pneumonia,Surgery,,No
32.0,Female,Yes,5.44,Pneumonia,Medication,7.0,No
62.0,Female,Yes,3.37,COPD,Therapy,8.0,No
36.0,Male,No,4.73,Pneumonia,Medication,11.0,Yes
82.0,Male,Yes,5.02,Lung Cancer,Therapy,9.0,Yes
55.0,Male,No,,Bronchitis,Medication,10.0,No
27.0,,No,5.63,Asthma,Surgery,7.0,No
88.0,Male,No,3.23,COPD,Surgery,3.0,Yes
55.0,Female,,1.87,Lung Cancer,Medication,9.0,No
47.0,Female,Yes,1.24,COPD,Medication,1.0,No
66.0,Male,,2.23,Bronchitis,Medication,14.0,No
49.0,Male,No,,Pneumonia,Surgery,8.0,Yes
42.0,Female,No,3.79,Pneumonia,Medication,6.0,Yes
35.0,Male,Yes,1.92,Lung Cancer,Medication,11.0,Yes
33.0,,No,1.19,Bronchitis,Therapy,3.0,Yes
71.0,Male,No,1.18,Asthma,Surgery,9.0,Yes
56.0,Male,No,5.16,Asthma,Surgery,6.0,Yes
48.0,Male,Yes,3.96,Pneumonia,Medication,7.0,No
86.0,,No,2.79,Bronchitis,Medication,,No
34.0,Male,Yes,5.47,Bronchitis,Therapy,2.0,No
66.0,Female,Yes,1.35,Lung Cancer,Medication,1.0,No
65.0,Male,No,5.9,Asthma,Surgery,1.0,No
71.0,Male,No,,Lung Cancer,Therapy,3.0,No
38.0,Male,No,1.92,COPD,Surgery,11.0,Yes
40.0,Female,Yes,4.4,Bronchitis,Medication,3.0,
83.0,Female,Yes,4.82,Asthma,Therapy,8.0,No
56.0,Female,Yes,3.15,Lung Cancer,Surgery,7.0,Yes
,Female,No,5.31,Pneumonia,Surgery,10.0,Yes
74.0,Female,Yes,1.75,COPD,Surgery,8.0,No
48.0,Male,No,2.39,Lung Cancer,Medication,1.0,No
39.0,Male,No,1.47,Pneumonia,Medication,,No
44.0,Male,,,Asthma,Medication,8.0,Yes
,Female,Yes,2.19,,Medication,10.0,Yes
82.0,Female,Yes,5.59,COPD,Surgery,2.0,Yes
55.0,Male,,1.39,Pneumonia,Therapy,7.0,Yes
21.0,Female,No,3.14,Bronchitis,Medication,8.0,No
41.0,Female,Yes,3.66,Asthma,Therapy,14.0,No
35.0,Female,Yes,5.49,Bronchitis,Surgery,9.0,No
37.0,Male,No,5.99,Bronchitis,Medication,7.0,Yes
88.0,Male,No,4.77,Lung Cancer,Surgery,12.0,Yes
73.0,Female,Yes,5.85,Lung Cancer,Medication,9.0,No
49.0,Female,No,4.94,Asthma,Medication,2.0,No
64.0,Female,Yes,5.82,Bronchitis,Therapy,11.0,No
38.0,Female,No,4.54,Lung Cancer,Surgery,1.0,Yes
53.0,Male,No,1.4,Pneumonia,Surgery,1.0,No
32.0,Female,Yes,3.01,Pneumonia,Surgery,11.0,
62.0,,No,,Pneumonia,Therapy,12.0,No
81.0,Male,No,2.75,Pneumonia,Therapy,4.0,No
41.0,Male,No,,Bronchitis,Surgery,1.0,Yes
71.0,Female,Yes,3.89,Pneumonia,Surgery,7.0,Yes
71.0,Male,No,5.67,Bronchitis,Medication,8.0,Yes
55.0,Male,No,1.17,Asthma,Medication,3.0,No
38.0,Female,Yes,4.85,Asthma,Therapy,14.0,Yes
57.0,Female,Yes,4.61,Pneumonia,Medication,1.0,No
89.0,Female,No,5.82,Pneumonia,Surgery,3.0,Yes
76.0,Male,No,5.65,Pneumonia,Surgery,2.0,No
39.0,Female,No,4.81,Asthma,Medication,,Yes
28.0,Male,Yes,3.6,Lung Cancer,Medication,11.0,Yes
51.0,Male,No,2.02,Asthma,Therapy,7.0,No
23.0,Female,Yes,,Pneumonia,Medication,9.0,Yes
69.0,Male,Yes,4.83,Lung Cancer,Therapy,5.0,No
24.0,,No,5.48,Lung Cancer,Medication,4.0,No
39.0,Male,No,4.95,COPD,Medication,1.0,No
56.0,Male,Yes,1.98,Bronchitis,Medication,11.0,Yes
41.0,Female,,,Pneumonia,Medication,14.0,No
77.0,Male,No,2.66,Bronchitis,Surgery,6.0,Yes
87.0,Female,Yes,1.05,,Surgery,11.0,Yes
63.0,Male,No,2.0,Bronchitis,Surgery,8.0,No
53.0,Male,Yes,1.57,Pneumonia,Medication,4.0,Yes
61.0,Female,,5.21,COPD,Therapy,1.0,No
28.0,Male,Yes,2.29,Bronchitis,Medication,14.0,No
26.0,Male,Yes,2.42,Asthma,Surgery,14.0,No
87.0,Male,No,5.8,Lung Cancer,Therapy,,No
38.0,,Yes,2.9,COPD,Therapy,10.0,No
50.0,Male,Yes,1.05,Asthma,Surgery,5.0,No
54.0,Male,No,2.42,Pneumonia,Medication,2.0,Yes
76.0,Female,No,1.6,Lung Cancer,Therapy,6.0,Yes
80.0,Female,No,1.51,COPD,,10.0,Yes
50.0,Female,Yes,1.39,Lung Cancer,Surgery,9.0,Yes
72.0,Male,Yes,3.97,COPD,Therapy,14.0,Yes
51.0,Male,Yes,1.95,COPD,Therapy,,No
85.0,Male,No,2.81,Bronchitis,Therapy,8.0,Yes
78.0,Female,Yes,,Lung Cancer,Medication,10.0,No
29.0,Male,Yes,3.12,Lung Cancer,Medication,3.0,Yes
21.0,Female,No,5.58,Asthma,Surgery,10.0,Yes
85.0,Male,Yes,3.49,Pneumonia,Medication,2.0,No
79.0,Male,No,2.99,Asthma,,4.0,Yes
,Male,No,4.75,Bronchitis,,12.0,Yes
35.0,Female,No,1.37,COPD,Therapy,9.0,Yes
35.0,Male,Yes,1.45,Bronchitis,Therapy,9.0,No
65.0,Female,Yes,4.26,Bronchitis,Medication,3.0,Yes
58.0,Male,Yes,3.43,Asthma,Medication,12.0,
50.0,Male,No,4.95,COPD,Medication,13.0,Yes
20.0,Female,No,5.58,Pneumonia,,1.0,No
30.0,Male,No,2.94,Bronchitis,Surgery,1.0,Yes
23.0,Male,Yes,3.98,Pneumonia,Medication,4.0,No
45.0,,Yes,3.5,COPD,Surgery,4.0,No
69.0,Male,,5.91,COPD,Therapy,11.0,Yes
31.0,Female,Yes,5.16,Asthma,Surgery,12.0,Yes
84.0,Female,Yes,5.56,Lung Cancer,Therapy,10.0,Yes
66.0,Male,No,2.27,Asthma,Surgery,6.0,No
72.0,Male,Yes,4.86,Pneumonia,Surgery,5.0,Yes
21.0,Female,No,2.33,Asthma,Therapy,6.0,No
43.0,Male,,2.04,,Surgery,10.0,Yes
23.0,Female,Yes,5.72,Bronchitis,Therapy,7.0,Yes
38.0,Male,No,,Lung Cancer,Medication,7.0,No
45.0,Female,Yes,5.83,COPD,Therapy,10.0,Yes
59.0,Female,Yes,1.75,Bronchitis,Surgery,14.0,Yes
69.0,Female,No,5.1,Pneumonia,Medication,10.0,Yes
62.0,Female,Yes,2.38,Pneumonia,Surgery,9.0,No
86.0,Male,,2.75,Pneumonia,Medication,6.0,No
31.0,Male,No,2.08,Asthma,,,No
86.0,Female,No,3.93,Pneumonia,Medication,2.0,No
46.0,Female,No,2.74,Pneumonia,Medication,8.0,Yes
73.0,Female,No,4.29,Asthma,Medication,9.0,Yes
85.0,Female,No,1.08,Bronchitis,Surgery,4.0,Yes
68.0,Male,No,1.32,COPD,Medication,5.0,No
35.0,Female,Yes,1.5,Lung Cancer,Therapy,5.0,Yes
21.0,Female,Yes,3.09,Pneumonia,Therapy,2.0,No
79.0,Female,Yes,5.07,Pneumonia,Therapy,5.0,Yes
73.0,,No,5.44,Pneumonia,Medication,9.0,No
49.0,Female,Yes,2.22,Asthma,Therapy,4.0,No
57.0,Female,,3.87,Asthma,Surgery,10.0,Yes
47.0,Female,Yes,4.84,Asthma,Therapy,3.0,No
44.0,Male,No,2.44,Lung Cancer,Medication,14.0,No
29.0,Female,Yes,3.05,COPD,Therapy,7.0,Yes
79.0,Female,No,3.62,Pneumonia,Medication,8.0,No
61.0,Female,No,1.67,Bronchitis,Medication,13.0,No
59.0,Male,No,1.13,Pneumonia,Therapy,13.0,Yes
61.0,Male,No,1.76,Pneumonia,Surgery,10.0,No
66.0,Male,Yes,4.13,Pneumonia,Surgery,6.0,No
56.0,Female,Yes,1.37,Pneumonia,Therapy,6.0,No
41.0,Female,No,1.95,,Medication,13.0,
76.0,Female,No,,Bronchitis,Therapy,5.0,Yes
46.0,Male,No,1.39,Asthma,Medication,11.0,Yes
60.0,Female,Yes,1.96,Bronchitis,Medication,6.0,Yes
53.0,Male,,5.56,Pneumonia,Medication,9.0,No
51.0,Male,,,Bronchitis,Surgery,2.0,Yes
85.0,Male,Yes,4.27,Pneumonia,,10.0,Yes
31.0,Male,No,2.92,,Therapy,11.0,Yes
59.0,Male,,4.36,Lung Cancer,Surgery,3.0,Yes
29.0,Female,Yes,3.94,Bronchitis,Medication,1.0,No
67.0,Female,No,2.12,Asthma,Medication,4.0,No
39.0,Male,No,5.24,Asthma,Therapy,2.0,Yes
58.0,Female,Yes,3.46,Bronchitis,Medication,6.0,No
79.0,,No,5.11,Bronchitis,Therapy,,Yes
85.0,Male,Yes,3.03,COPD,Therapy,1.0,Yes
84.0,Male,No,5.92,Bronchitis,Medication,8.0,No
70.0,Female,No,4.85,Asthma,Surgery,10.0,No
55.0,Female,No,5.83,Lung Cancer,Medication,6.0,No
,Female,No,3.57,Asthma,Medication,9.0,No
46.0,Female,,3.37,COPD,Therapy,12.0,No
21.0,Male,Yes,4.78,Bronchitis,Surgery,6.0,No
50.0,Female,No,5.4,Lung Cancer,Therapy,10.0,Yes
76.0,Male,No,5.82,Asthma,Medication,7.0,No
85.0,Male,Yes,2.62,Lung Cancer,Therapy,5.0,Yes
48.0,Female,Yes,4.99,Pneumonia,Therapy,14.0,Yes
34.0,Female,No,2.05,Asthma,Medication,8.0,Yes
31.0,Female,Yes,3.73,Pneumonia,Therapy,8.0,Yes
47.0,Male,No,1.9,Lung Cancer,Medication,10.0,Yes
43.0,Male,Yes,2.74,Bronchitis,Therapy,9.0,No
40.0,Male,Yes,5.66,Bronchitis,Surgery,12.0,No
29.0,Male,No,1.73,Bronchitis,Medication,6.0,Yes
37.0,Female,Yes,4.16,Pneumonia,Surgery,1.0,Yes
33.0,Male,No,3.96,Bronchitis,Therapy,9.0,No
53.0,Male,Yes,1.6,COPD,Surgery,3.0,Yes
77.0,Female,Yes,2.63,Asthma,Surgery,9.0,No
41.0,Male,Yes,3.81,Asthma,Surgery,7.0,No
,Male,No,1.94,Lung Cancer,Therapy,14.0,No
55.0,Female,No,5.0,Pneumonia,Medication,12.0,Yes
64.0,Male,Yes,5.86,Asthma,Therapy,13.0,Yes
55.0,Male,No,2.07,Pneumonia,Therapy,3.0,Yes
41.0,Male,No,1.93,Lung Cancer,Therapy,9.0,Yes
80.0,Male,,3.27,Bronchitis,Medication,14.0,Yes
75.0,Female,Yes,4.74,Lung Cancer,Therapy,7.0,Yes
52.0,Male,No,2.41,COPD,Therapy,,Yes
64.0,Female,Yes,1.1,Bronchitis,Medication,7.0,Yes
55.0,Male,Yes,3.71,Bronchitis,Medication,2.0,No
39.0,Female,Yes,5.78,,Medication,11.0,Yes
37.0,Female,Yes,2.96,Lung Cancer,Surgery,4.0,No
57.0,Female,Yes,3.1,COPD,Medication,10.0,No
86.0,Male,No,5.84,Pneumonia,Surgery,8.0,No
42.0,Male,No,4.47,Lung Cancer,Surgery,12.0,Yes
35.0,Male,Yes,4.6,Asthma,Therapy,2.0,Yes
78.0,Female,No,3.81,Asthma,Surgery,13.0,Yes
88.0,Male,No,5.87,Lung Cancer,Therapy,4.0,
87.0,Male,No,4.44,Pneumonia,Surgery,10.0,Yes
40.0,Male,No,5.48,Asthma,Medication,,Yes
89.0,Male,,4.5,,Therapy,12.0,No
31.0,Female,No,4.68,Bronchitis,Surgery,,Yes
35.0,Female,No,2.45,Lung Cancer,Therapy,12.0,No
33.0,Male,Yes,2.52,Bronchitis,Medication,6.0,No
80.0,Male,Yes,4.91,Asthma,Surgery,12.0,No
65.0,Male,Yes,2.48,Pneumonia,Surgery,2.0,Yes
51.0,Female,,,Bronchitis,Medication,,No
34.0,,No,2.25,Asthma,Surgery,8.0,No
63.0,Female,Yes,5.08,COPD,Surgery,12.0,Yes
36.0,Female,No,1.55,,Therapy,13.0,No
60.0,Male,No,5.15,COPD,Surgery,1.0,Yes
73.0,Male,Yes,4.01,COPD,Medication,3.0,Yes
63.0,Male,Yes,1.93,Asthma,Surgery,14.0,No
24.0,Female,Yes,3.71,Lung Cancer,Therapy,2.0,Yes
46.0,Female,No,2.41,Pneumonia,Surgery,7.0,Yes
62.0,Male,No,2.62,Asthma,Therapy,7.0,Yes
50.0,Female,No,2.76,Bronchitis,Surgery,4.0,Yes
36.0,Male,Yes,1.32,Pneumonia,Therapy,12.0,No
73.0,Male,Yes,5.93,Lung Cancer,Therapy,12.0,Yes
81.0,Female,No,1.16,Asthma,Surgery,8.0,Yes
51.0,Female,Yes,4.31,Lung Cancer,Medication,3.0,Yes
59.0,Female,Yes,2.86,,Medication,14.0,Yes
32.0,Female,No,4.23,Asthma,Surgery,9.0,No
54.0,Male,Yes,2.78,Bronchitis,Surgery,5.0,No
,Male,Yes,4.37,Pneumonia,Surgery,14.0,Yes
48.0,Male,Yes,4.65,Pneumonia,Surgery,13.0,No
89.0,Female,No,,Lung Cancer,Surgery,14.0,Yes
44.0,Male,No,1.57,Lung Cancer,Medication,2.0,No
41.0,Female,Yes,4.28,Pneumonia,Therapy,9.0,Yes
85.0,Female,No,,COPD,Therapy,1.0,Yes
64.0,Female,,1.14,Pneumonia,Medication,11.0,No
88.0,Male,No,3.07,Asthma,Medication,8.0,No
20.0,Female,Yes,3.17,,Therapy,6.0,No
63.0,Female,No,3.34,Pneumonia,Medication,12.0,No
,Female,Yes,4.52,Pneumonia,Surgery,1.0,No
73.0,Female,Yes,,Bronchitis,Medication,14.0,Yes
48.0,Female,No,,Bronchitis,Medication,4.0,Yes
73.0,Female,Yes,1.3,,Medication,3.0,Yes
35.0,Female,No,4.43,Bronchitis,Medication,7.0,Yes
39.0,Female,,3.84,Lung Cancer,Therapy,7.0,No
65.0,Female,Yes,2.75,Pneumonia,Therapy,6.0,No
86.0,Female,Yes,4.53,Bronchitis,Therapy,14.0,Yes
84.0,Female,No,3.69,Asthma,Therapy,10.0,Yes
77.0,Female,No,3.35,Bronchitis,Surgery,14.0,No
72.0,Male,No,3.56,Pneumonia,Surgery,10.0,No
20.0,Male,No,4.18,COPD,Therapy,12.0,No
85.0,Female,Yes,4.3,Bronchitis,Therapy,8.0,No
48.0,Female,Yes,2.44,Lung Cancer,Therapy,7.0,No
89.0,Female,Yes,1.7,,Medication,4.0,Yes
27.0,Male,No,1.78,Asthma,Surgery,7.0,Yes
48.0,Male,Yes,4.2,Pneumonia,Surgery,1.0,Yes
70.0,Male,Yes,5.36,COPD,Medication,3.0,Yes
,Female,Yes,3.05,Asthma,,2.0,No
22.0,Female,Yes,1.85,COPD,Medication,7.0,Yes
,Female,,4.78,COPD,Surgery,9.0,Yes
54.0,Female,Yes,5.16,Lung Cancer,Medication,5.0,Yes
88.0,Male,Yes,5.4,Bronchitis,Medication,9.0,Yes
39.0,Female,Yes,4.03,Lung Cancer,Medication,12.0,Yes
58.0,Male,Yes,5.3,Lung Cancer,Therapy,13.0,No
23.0,Male,No,1.08,Lung Cancer,Medication,8.0,Yes
38.0,Female,No,1.54,Asthma,Therapy,1.0,Yes
64.0,Male,Yes,1.46,Bronchitis,Surgery,14.0,No
,Male,,4.56,Bronchitis,Surgery,11.0,No
32.0,Male,No,1.35,Asthma,Surgery,2.0,No
32.0,Male,No,3.48,Lung Cancer,Therapy,6.0,No
79.0,Female,No,3.36,Lung Cancer,Medication,5.0,
76.0,,Yes,2.55,COPD,Surgery,11.0,No
71.0,Male,No,5.35,COPD,Medication,7.0,Yes
72.0,Female,No,1.85,Pneumonia,Therapy,9.0,No
62.0,Male,Yes,2.76,COPD,Surgery,14.0,Yes
61.0,Female,Yes,4.87,Bronchitis,Medication,4.0,No
45.0,Female,Yes,1.15,Asthma,,8.0,No
42.0,Female,Yes,4.36,Lung Cancer,Surgery,4.0,Yes
,Female,No,,Pneumonia,Medication,3.0,Yes
47.0,Female,Yes,5.66,COPD,Therapy,12.0,No
28.0,Male,No,5.38,Pneumonia,Surgery,2.0,Yes
39.0,Female,No,2.6,Asthma,Surgery,8.0,Yes
75.0,,Yes,3.93,Asthma,Surgery,11.0,Yes
58.0,Male,Yes,1.39,Pneumonia,,8.0,Yes
70.0,Female,No,2.29,Pneumonia,Therapy,,No
31.0,Male,No,1.47,Pneumonia,Therapy,12.0,Yes
74.0,Female,Yes,,Lung Cancer,Medication,3.0,No
30.0,Male,Yes,5.38,Bronchitis,Therapy,1.0,Yes
45.0,Male,Yes,2.74,COPD,Medication,13.0,No
61.0,Female,,3.81,COPD,Medication,6.0,
46.0,Female,No,3.17,COPD,Surgery,5.0,No
30.0,Female,Yes,3.29,,Medication,8.0,No
57.0,Female,No,,Pneumonia,Surgery,6.0,Yes
62.0,Male,Yes,2.48,Pneumonia,Medication,4.0,Yes
38.0,Female,No,4.14,Lung Cancer,Therapy,10.0,No
83.0,Male,No,3.1,Lung Cancer,Surgery,10.0,Yes
25.0,Male,Yes,1.31,Lung Cancer,Medication,12.0,Yes
65.0,Male,Yes,3.45,Lung Cancer,Therapy,12.0,No
61.0,Male,Yes,,Asthma,Therapy,11.0,Yes
84.0,Male,No,1.49,Lung Cancer,Surgery,2.0,Yes
78.0,Male,No,1.35,Lung Cancer,Surgery,8.0,Yes
71.0,Female,Yes,,Lung Cancer,Surgery,5.0,Yes
66.0,Male,No,4.82,COPD,Medication,12.0,No
26.0,Male,,4.62,COPD,Surgery,8.0,No
30.0,Male,No,3.83,COPD,Therapy,5.0,Yes
80.0,Female,Yes,3.34,Bronchitis,Therapy,6.0,No
87.0,Female,No,5.44,Asthma,Surgery,13.0,No
44.0,Male,No,4.83,Pneumonia,,10.0,No
31.0,Female,No,5.06,Lung Cancer,Therapy,14.0,No
45.0,Male,No,5.07,COPD,Medication,5.0,Yes
31.0,Female,Yes,,Asthma,Therapy,11.0,Yes
62.0,Male,No,3.29,Lung Cancer,Therapy,3.0,
70.0,Female,Yes,5.32,Bronchitis,Therapy,10.0,No
56.0,Female,Yes,5.63,Pneumonia,Surgery,8.0,Yes
65.0,Female,Yes,1.12,Lung Cancer,Medication,3.0,Yes
72.0,Male,Yes,1.26,Pneumonia,Medication,4.0,Yes
32.0,Male,No,5.79,,Surgery,6.0,No
73.0,Male,Yes,2.39,Bronchitis,Therapy,2.0,Yes
76.0,Female,No,5.37,Asthma,,14.0,No
23.0,Female,No,2.94,Pneumonia,Surgery,7.0,
68.0,Male,No,1.6,Pneumonia,Medication,5.0,No
26.0,Female,No,1.4,Asthma,Medication,12.0,No
30.0,Male,Yes,1.78,Pneumonia,Surgery,10.0,No
73.0,Male,No,2.25,COPD,Surgery,13.0,Yes
64.0,Male,Yes,3.44,Asthma,Medication,5.0,No
,Male,No,4.51,,Medication,5.0,No
47.0,,No,5.93,Lung Cancer,Therapy,13.0,No
76.0,Female,,3.21,Lung Cancer,Surgery,13.0,Yes
45.0,Female,No,3.59,Asthma,Therapy,2.0,Yes
44.0,Male,No,3.61,COPD,Therapy,11.0,Yes
73.0,Female,No,3.7,Bronchitis,Therapy,13.0,
48.0,Male,No,3.59,Lung Cancer,Medication,12.0,No
55.0,Male,No,1.04,Lung Cancer,Therapy,10.0,No
33.0,Male,Yes,1.01,COPD,Medication,9.0,Yes
54.0,Male,No,1.49,Pneumonia,Medication,3.0,No
49.0,Male,No,1.51,Asthma,,12.0,Yes
36.0,Male,Yes,4.52,COPD,Surgery,7.0,Yes
86.0,Female,No,,COPD,Therapy,5.0,Yes
49.0,Female,Yes,5.47,COPD,Medication,10.0,No
64.0,Female,No,5.64,COPD,Surgery,10.0,
70.0,Female,No,5.88,Pneumonia,,,Yes
66.0,Male,Yes,5.7,Bronchitis,Surgery,4.0,
72.0,Male,No,2.36,COPD,Medication,10.0,No
83.0,Female,No,3.55,COPD,Medication,6.0,No
57.0,,Yes,1.88,Asthma,Medication,7.0,No
83.0,Female,Yes,5.03,Lung Cancer,Surgery,7.0,No
26.0,Female,No,5.44,Pneumonia,,11.0,No
,Female,Yes,5.26,COPD,Therapy,12.0,Yes
60.0,Female,No,3.17,Bronchitis,Medication,8.0,No
29.0,Female,,4.79,Bronchitis,Medication,,No
76.0,Female,No,1.49,Bronchitis,Therapy,7.0,No
26.0,Male,Yes,1.2,Asthma,Medication,12.0,Yes
69.0,Male,Yes,4.77,Bronchitis,Medication,14.0,No
71.0,Male,Yes,3.13,Asthma,Medication,4.0,Yes
52.0,Male,Yes,5.98,Pneumonia,Medication,,Yes
20.0,Female,Yes,1.49,Bronchitis,Surgery,5.0,Yes
72.0,Male,Yes,5.28,Lung Cancer,,3.0,Yes
,Female,Yes,3.4,COPD,Therapy,5.0,
53.0,Male,Yes,,Pneumonia,Therapy,9.0,No
23.0,Female,Yes,5.09,Lung Cancer,Surgery,13.0,No
,Female,No,5.58,,Medication,13.0,No
23.0,Male,Yes,2.49,Bronchitis,Therapy,,No
62.0,Male,No,5.75,Pneumonia,Surgery,8.0,No
23.0,Female,Yes,1.76,Pneumonia,Medication,1.0,Yes
20.0,Female,No,1.41,Pneumonia,Surgery,5.0,Yes
69.0,Female,No,3.16,Asthma,Medication,6.0,No
80.0,Male,Yes,5.14,Lung Cancer,Surgery,13.0,No
54.0,Male,Yes,,Bronchitis,Surgery,10.0,No
27.0,Female,,5.15,,Therapy,13.0,No
43.0,Male,No,4.65,Bronchitis,Therapy,11.0,
55.0,Female,,2.05,Bronchitis,Surgery,2.0,No
69.0,Male,Yes,5.74,Asthma,Medication,14.0,
62.0,Male,Yes,1.3,Asthma,Medication,6.0,Yes
46.0,Male,,5.49,Pneumonia,Medication,14.0,No
51.0,Male,Yes,2.52,Bronchitis,Medication,9.0,No
37.0,Male,Yes,3.5,Lung Cancer,Medication,14.0,No
47.0,Female,Yes,3.11,Asthma,Therapy,4.0,Yes
48.0,Female,Yes,1.86,Asthma,Surgery,3.0,Yes
35.0,Male,Yes,2.79,Lung Cancer,Therapy,9.0,Yes
,Female,No,1.96,Asthma,Medication,2.0,Yes
78.0,Female,No,2.02,,Surgery,12.0,Yes
50.0,Male,Yes,1.94,COPD,Medication,9.0,No
23.0,Female,Yes,3.45,Lung Cancer,Medication,11.0,No
56.0,Male,No,4.99,COPD,Surgery,10.0,Yes
36.0,Female,Yes,3.84,Pneumonia,Medication,11.0,No
58.0,Female,No,5.47,Pneumonia,Therapy,,Yes
67.0,Female,Yes,4.18,Asthma,Therapy,2.0,Yes
65.0,Female,No,4.45,Lung Cancer,Therapy,14.0,Yes
67.0,Female,No,4.34,Asthma,Medication,13.0,No
58.0,Female,Yes,3.25,Lung Cancer,Therapy,11.0,No
23.0,Female,No,4.45,Asthma,Medication,14.0,No
49.0,Male,Yes,1.35,Pneumonia,Medication,10.0,No
49.0,Male,No,5.3,Pneumonia,,3.0,No
41.0,Male,Yes,4.89,Asthma,Therapy,13.0,Yes
85.0,Male,Yes,2.23,Lung Cancer,Medication,7.0,Yes
31.0,Female,Yes,4.84,Bronchitis,Medication,2.0,Yes
55.0,Female,No,1.06,Lung Cancer,Medication,1.0,No
37.0,Female,Yes,2.09,Asthma,Medication,9.0,No
,Male,Yes,1.33,Lung Cancer,Therapy,6.0,No
20.0,Male,Yes,4.9,COPD,Medication,9.0,Yes
77.0,Male,No,4.78,Lung Cancer,Medication,12.0,Yes
25.0,Female,Yes,5.07,Pneumonia,Medication,3.0,Yes
89.0,Male,No,1.02,Pneumonia,Medication,3.0,No
63.0,Female,No,3.51,COPD,,10.0,No
43.0,Male,No,4.52,Lung Cancer,Surgery,,Yes
38.0,,Yes,1.78,Bronchitis,Surgery,3.0,Yes
37.0,Male,,,Lung Cancer,Surgery,2.0,Yes
49.0,Female,No,1.42,Pneumonia,Therapy,13.0,Yes
61.0,Male,Yes,1.91,Pneumonia,Medication,11.0,No
52.0,Male,Yes,3.38,Asthma,Therapy,6.0,Yes
31.0,Female,No,4.27,Pneumonia,Medication,3.0,No
46.0,Female,No,1.73,Asthma,Surgery,5.0,No
58.0,Male,Yes,1.93,Pneumonia,Medication,13.0,No
28.0,Female,No,2.02,Pneumonia,Therapy,11.0,No
40.0,Male,Yes,2.19,Bronchitis,Therapy,5.0,No
48.0,Female,No,2.13,Asthma,Medication,10.0,Yes
52.0,Male,,2.98,Asthma,Therapy,3.0,No
81.0,Female,Yes,4.27,,Surgery,3.0,
34.0,Male,No,3.19,Asthma,Medication,1.0,Yes
21.0,Male,Yes,4.88,Pneumonia,Surgery,6.0,No
71.0,Male,Yes,4.6,Pneumonia,Surgery,3.0,Yes
63.0,Female,No,1.63,Lung Cancer,Therapy,1.0,Yes
73.0,Male,Yes,1.24,Asthma,Medication,13.0,Yes
37.0,Female,Yes,5.39,COPD,Surgery,14.0,Yes
22.0,Female,Yes,1.4,Asthma,Surgery,,No
26.0,Female,No,1.74,Asthma,Medication,13.0,Yes
62.0,Male,No,1.11,Bronchitis,Therapy,10.0,Yes
57.0,Female,No,4.14,COPD,Surgery,9.0,
56.0,Female,,3.91,COPD,Medication,11.0,No
77.0,Female,No,5.93,Bronchitis,Medication,1.0,No
52.0,Male,,,Bronchitis,Surgery,5.0,No
78.0,Female,Yes,3.05,Asthma,Surgery,5.0,No
30.0,,Yes,2.86,Lung Cancer,Surgery,2.0,
87.0,Female,No,2.48,Bronchitis,Therapy,14.0,No
87.0,Female,Yes,1.76,COPD,Therapy,,Yes
41.0,Male,No,1.69,COPD,Medication,13.0,No
85.0,Male,Yes,1.66,Asthma,Medication,1.0,Yes
63.0,Female,No,1.57,Lung Cancer,Surgery,6.0,Yes
25.0,Female,Yes,,Pneumonia,Medication,7.0,No
61.0,Female,Yes,2.53,Bronchitis,Therapy,,Yes
44.0,Female,No,5.81,Bronchitis,Medication,11.0,No
76.0,Male,Yes,3.89,Asthma,Medication,9.0,Yes
74.0,Male,Yes,5.94,Lung Cancer,Surgery,8.0,No
,Male,No,2.86,COPD,Surgery,10.0,Yes
33.0,Male,Yes,3.29,COPD,Therapy,3.0,Yes
58.0,Female,Yes,2.62,Pneumonia,Medication,9.0,No
47.0,Female,No,1.91,COPD,Medication,1.0,
70.0,Male,No,1.72,Bronchitis,Medication,13.0,No
68.0,Male,No,5.73,Pneumonia,Surgery,6.0,No
28.0,Female,No,5.93,Lung Cancer,Therapy,13.0,No
77.0,Female,No,1.22,Pneumonia,Medication,14.0,No
64.0,Female,Yes,1.75,Lung Cancer,Medication,10.0,No
41.0,Female,,3.12,COPD,Medication,2.0,No
51.0,Female,No,1.93,Asthma,Medication,10.0,No
88.0,Male,Yes,2.82,Pneumonia,Therapy,9.0,No
88.0,Male,Yes,1.65,Pneumonia,Therapy,9.0,Yes
61.0,Female,Yes,3.28,Bronchitis,Therapy,8.0,Yes
72.0,Female,Yes,2.36,Bronchitis,Surgery,13.0,No
78.0,Male,Yes,2.76,Lung Cancer,Medication,11.0,No
58.0,Female,No,1.47,Asthma,Medication,7.0,Yes
34.0,Male,Yes,3.14,Bronchitis,Medication,14.0,No
48.0,Male,No,5.92,Bronchitis,Medication,6.0,Yes
22.0,,Yes,2.64,COPD,Therapy,2.0,Yes
,Male,No,5.38,COPD,Surgery,14.0,Yes
48.0,Female,Yes,5.22,Bronchitis,,4.0,Yes
54.0,Female,No,5.76,,Medication,10.0,Yes
25.0,Male,No,,Asthma,Therapy,7.0,No
31.0,Female,No,4.3,Bronchitis,Surgery,14.0,Yes
57.0,Female,No,5.28,Lung Cancer,Surgery,13.0,No
38.0,Female,No,1.38,Lung Cancer,Medication,6.0,Yes
86.0,Female,No,3.31,Bronchitis,Surgery,9.0,Yes
27.0,Male,No,5.95,Lung Cancer,Medication,13.0,Yes
27.0,Female,No,4.85,Pneumonia,Therapy,13.0,No
66.0,Male,No,,Lung Cancer,Medication,5.0,Yes
23.0,Male,No,4.9,Bronchitis,Surgery,12.0,Yes
70.0,Female,Yes,5.37,Lung Cancer,Medication,12.0,No
86.0,,No,4.53,Bronchitis,Medication,6.0,No
64.0,Female,No,4.8,COPD,Medication,,Yes
27.0,Female,Yes,3.62,Bronchitis,Medication,,Yes
35.0,Male,No,5.62,Lung Cancer,Medication,14.0,Yes
86.0,Female,No,5.13,Bronchitis,Medication,8.0,No
28.0,Male,Yes,5.22,Asthma,Surgery,8.0,Yes
79.0,Male,Yes,4.37,Bronchitis,Medication,6.0,No
34.0,Female,No,2.52,Bronchitis,Surgery,8.0,Yes
,Female,Yes,1.18,Asthma,Medication,7.0,No
41.0,Female,No,5.68,Asthma,Therapy,1.0,No
43.0,Male,No,3.93,Asthma,Medication,5.0,Yes
63.0,Female,No,2.49,Pneumonia,,11.0,Yes
20.0,Male,Yes,,Bronchitis,Surgery,10.0,No
29.0,Male,No,5.15,Asthma,Therapy,10.0,Yes
75.0,Female,No,5.18,Asthma,Medication,13.0,No
69.0,Female,Yes,5.07,COPD,Therapy,10.0,No
31.0,Female,No,4.23,Pneumonia,Medication,5.0,Yes
79.0,Male,No,2.83,Bronchitis,Medication,10.0,No
45.0,Female,No,2.52,Lung Cancer,Surgery,14.0,Yes
60.0,Male,No,1.04,Pneumonia,Therapy,9.0,No
55.0,Female,No,5.17,Pneumonia,,7.0,Yes
42.0,Female,No,1.44,COPD,Surgery,7.0,Yes
62.0,Male,Yes,4.15,Bronchitis,,10.0,Yes
25.0,Male,No,3.52,Bronchitis,Therapy,2.0,No
88.0,Female,No,3.63,Asthma,Surgery,8.0,Yes
,Female,Yes,5.63,Asthma,Medication,3.0,No
44.0,Female,No,1.16,Pneumonia,Therapy,9.0,No
37.0,Female,No,4.87,COPD,Therapy,6.0,Yes
81.0,Female,Yes,1.26,Bronchitis,Surgery,9.0,No
32.0,Male,Yes,1.19,COPD,Medication,9.0,Yes
62.0,Male,Yes,3.15,Lung Cancer,Therapy,7.0,No
47.0,Male,Yes,1.32,,Therapy,10.0,No
,Male,Yes,4.95,Asthma,Medication,12.0,
78.0,Female,Yes,3.65,Pneumonia,Surgery,8.0,Yes
79.0,Male,Yes,1.15,COPD,Surgery,2.0,No
82.0,Male,No,1.2,Asthma,Surgery,5.0,Yes
76.0,Male,No,4.06,Pneumonia,Surgery,3.0,Yes
70.0,Female,No,5.03,Asthma,Medication,1.0,
75.0,Male,Yes,3.19,Bronchitis,Medication,13.0,Yes
46.0,Female,No,3.77,,Therapy,6.0,No
51.0,Male,Yes,5.0,Lung Cancer,Therapy,13.0,Yes
28.0,Female,No,4.05,Asthma,Medication,12.0,Yes
87.0,Male,No,2.12,COPD,Therapy,9.0,No
65.0,Female,No,4.07,Bronchitis,Medication,,No
86.0,Male,No,4.14,Asthma,Surgery,9.0,Yes
45.0,,Yes,4.67,Bronchitis,Medication,8.0,
27.0,Female,Yes,4.1,Lung Cancer,Medication,11.0,No
25.0,Male,No,5.85,Lung Cancer,Therapy,9.0,Yes
43.0,,Yes,1.99,Pneumonia,Medication,5.0,Yes
67.0,Female,Yes,5.76,Pneumonia,,13.0,Yes
64.0,Male,No,3.69,Pneumonia,Surgery,2.0,Yes
32.0,Male,Yes,4.36,Bronchitis,Therapy,10.0,No
88.0,Female,,1.5,Pneumonia,Therapy,10.0,Yes
44.0,Male,Yes,,COPD,Medication,6.0,No
39.0,Male,Yes,,Bronchitis,Therapy,7.0,
85.0,Male,No,4.53,Bronchitis,,3.0,Yes
64.0,Female,No,1.2,Pneumonia,Therapy,14.0,No
66.0,Female,Yes,3.73,Pneumonia,Therapy,6.0,Yes
82.0,Female,No,1.44,Bronchitis,Surgery,6.0,Yes
74.0,Female,No,5.98,Lung Cancer,Medication,8.0,No
38.0,Female,No,5.49,Lung Cancer,Medication,1.0,
,,Yes,1.11,Pneumonia,Therapy,4.0,No
72.0,Female,Yes,5.29,Lung Cancer,Surgery,1.0,Yes
45.0,Male,No,5.6,COPD,Surgery,8.0,Yes
33.0,Female,No,2.77,COPD,Surgery,2.0,Yes
64.0,Female,Yes,4.6,COPD,Medication,8.0,No
63.0,Male,No,3.21,Bronchitis,Surgery,3.0,No
84.0,Male,Yes,4.28,Bronchitis,Surgery,8.0,No
70.0,Male,No,,Bronchitis,,6.0,No
62.0,Female,Yes,2.61,,,1.0,No
42.0,Male,Yes,3.12,Bronchitis,Medication,7.0,Yes
75.0,,Yes,1.73,Pneumonia,Therapy,13.0,Yes
,Female,Yes,5.16,Lung Cancer,Therapy,7.0,No
74.0,Female,No,2.74,,Therapy,6.0,No
79.0,Male,Yes,3.0,Lung Cancer,Therapy,1.0,No
78.0,Male,No,5.47,Pneumonia,Therapy,5.0,No
52.0,Female,Yes,3.48,COPD,Medication,1.0,Yes
38.0,Female,Yes,3.72,Asthma,Medication,1.0,No
47.0,Female,No,,Bronchitis,Medication,6.0,No
71.0,Male,No,5.43,Asthma,Surgery,8.0,No
68.0,Female,No,1.85,Asthma,Therapy,1.0,Yes
56.0,Male,Yes,3.37,COPD,Surgery,2.0,Yes
45.0,Female,Yes,5.86,Asthma,Surgery,5.0,No
59.0,Male,No,2.86,Asthma,,8.0,Yes
57.0,Female,Yes,2.86,COPD,Therapy,11.0,No
73.0,Male,No,,Lung Cancer,Surgery,4.0,No
41.0,Male,Yes,1.57,Pneumonia,Therapy,,No
35.0,Male,Yes,,Asthma,,5.0,Yes
,Male,Yes,4.85,Bronchitis,Therapy,10.0,No
54.0,Male,No,5.85,COPD,Surgery,5.0,No
79.0,Male,Yes,4.87,Asthma,Therapy,3.0,Yes
64.0,Female,No,2.22,Lung Cancer,Therapy,6.0,Yes
65.0,Female,No,1.2,Lung Cancer,Medication,5.0,No
74.0,Female,Yes,,Bronchitis,Surgery,2.0,No
45.0,Female,No,,Asthma,Medication,14.0,Yes
44.0,Male,No,2.56,Bronchitis,Medication,10.0,Yes
84.0,Female,,5.53,,Surgery,14.0,Yes
25.0,Male,No,3.93,Lung Cancer,Medication,4.0,No
42.0,Male,,2.07,Pneumonia,Therapy,11.0,No
83.0,Male,Yes,5.45,Lung Cancer,Medication,4.0,Yes
62.0,Female,Yes,5.97,COPD,,7.0,Yes
42.0,Male,Yes,1.43,Pneumonia,Therapy,7.0,No
49.0,Female,,5.31,Bronchitis,Medication,9.0,Yes
37.0,Female,No,2.95,Lung Cancer,Therapy,10.0,No
40.0,,Yes,3.62,COPD,Surgery,12.0,No
76.0,,No,5.57,Pneumonia,Medication,2.0,No
42.0,,Yes,5.87,COPD,Surgery,6.0,Yes
64.0,Male,Yes,2.31,Pneumonia,Medication,2.0,No
63.0,Male,Yes,2.06,Pneumonia,Therapy,9.0,Yes
66.0,Female,No,1.4,Pneumonia,Medication,2.0,Yes
59.0,Male,No,3.81,Bronchitis,Surgery,6.0,Yes
70.0,Female,Yes,1.07,Pneumonia,Therapy,8.0,Yes
61.0,Male,Yes,3.06,Pneumonia,Therapy,,No
26.0,Male,No,1.37,COPD,Surgery,12.0,No
,Male,Yes,3.03,,Surgery,3.0,No
67.0,Male,No,1.2,Bronchitis,Medication,5.0,Yes
25.0,Male,Yes,5.18,COPD,Medication,4.0,No
28.0,Male,Yes,2.05,Pneumonia,Therapy,1.0,No
76.0,Male,No,2.64,COPD,Surgery,5.0,No
50.0,Male,No,5.35,Bronchitis,Surgery,10.0,No
40.0,Male,No,4.73,COPD,Medication,12.0,Yes
59.0,Male,No,2.1,Bronchitis,Medication,5.0,Yes
64.0,Male,No,,Lung Cancer,Therapy,7.0,No
68.0,Male,Yes,4.58,Pneumonia,Surgery,12.0,Yes
39.0,Male,Yes,2.95,Bronchitis,Surgery,7.0,Yes
36.0,Female,No,4.83,,Surgery,2.0,Yes
47.0,,No,3.23,,,14.0,No
60.0,,Yes,2.73,Asthma,,4.0,No
85.0,Male,Yes,3.26,Asthma,Medication,1.0,Yes
44.0,Male,No,4.74,Asthma,Medication,13.0,Yes
77.0,Male,No,5.51,Bronchitis,Therapy,5.0,Yes
60.0,Male,Yes,1.25,Pneumonia,Surgery,5.0,Yes
25.0,Female,No,3.62,,Medication,4.0,
57.0,Female,,,Pneumonia,Surgery,10.0,Yes
25.0,Female,Yes,3.34,Bronchitis,Medication,12.0,No
64.0,Male,No,5.43,Pneumonia,Therapy,12.0,Yes
33.0,Male,Yes,2.81,Pneumonia,Medication,7.0,No
85.0,Male,Yes,5.66,Asthma,Therapy,6.0,Yes
59.0,Female,Yes,4.15,COPD,Surgery,13.0,No
22.0,Male,No,5.67,Lung Cancer,Medication,10.0,No
43.0,Male,Yes,4.79,Bronchitis,Medication,3.0,Yes
38.0,Female,No,1.52,Bronchitis,Medication,2.0,Yes
83.0,Female,No,3.55,COPD,Medication,6.0,No
,Male,Yes,4.81,Asthma,Medication,11.0,
25.0,Female,No,5.72,Lung Cancer,Surgery,9.0,No
47.0,Female,Yes,4.4,Asthma,Medication,10.0,No
49.0,Male,No,4.94,Asthma,Therapy,9.0,No
23.0,Male,No,5.96,Lung Cancer,Medication,1.0,Yes
66.0,Male,Yes,5.24,Pneumonia,Surgery,14.0,No
35.0,Male,Yes,4.69,Bronchitis,Therapy,6.0,No
45.0,Female,Yes,2.02,Pneumonia,Surgery,1.0,No
31.0,Male,No,5.51,Pneumonia,Therapy,3.0,Yes
,Female,Yes,3.13,Bronchitis,Medication,8.0,No
55.0,,Yes,1.02,Asthma,Surgery,2.0,Yes
44.0,Male,Yes,4.2,Lung Cancer,Therapy,8.0,Yes
36.0,Male,Yes,4.89,Bronchitis,Surgery,12.0,No
57.0,Male,No,5.34,Bronchitis,Surgery,3.0,Yes
59.0,Female,Yes,1.75,Bronchitis,Surgery,14.0,Yes
46.0,Male,Yes,3.76,Asthma,Therapy,14.0,No
50.0,Female,No,2.76,Bronchitis,Surgery,4.0,Yes
58.0,,Yes,5.3,Lung Cancer,Therapy,13.0,No
88.0,,Yes,2.82,Pneumonia,Therapy,9.0,No
38.0,Female,,5.72,Bronchitis,Medication,1.0,No
34.0,,No,3.84,Pneumonia,Medication,7.0,Yes
,Female,No,2.54,Lung Cancer,Therapy,10.0,
67.0,Male,Yes,3.78,Asthma,Therapy,10.0,Yes
49.0,Male,Yes,1.02,,Therapy,10.0,Yes
44.0,Male,No,4.74,Asthma,Medication,13.0,Yes
79.0,Male,Yes,4.28,Lung Cancer,Surgery,3.0,Yes
27.0,Female,No,5.96,COPD,Medication,7.0,Yes
82.0,Male,Yes,2.49,Lung Cancer,Surgery,7.0,No
,Male,Yes,2.29,Bronchitis,Medication,14.0,No
87.0,Male,No,3.8,COPD,Medication,11.0,Yes
22.0,Male,No,5.2,COPD,Surgery,3.0,
23.0,Female,No,3.79,Lung Cancer,Medication,3.0,No
47.0,Male,Yes,4.59,Asthma,Therapy,8.0,Yes
51.0,Male,Yes,5.69,Bronchitis,Therapy,1.0,Yes
68.0,Male,No,5.73,Pneumonia,Surgery,6.0,No
87.0,Female,No,5.26,COPD,Medication,8.0,No
77.0,Male,No,1.83,COPD,Medication,7.0,No
,Female,,5.26,Asthma,Surgery,7.0,No
51.0,Male,Yes,1.95,COPD,Therapy,6.0,No
23.0,Female,No,2.94,Pneumonia,Surgery,7.0,No
56.0,Male,No,1.62,Lung Cancer,Surgery,5.0,Yes
51.0,Male,No,2.02,Asthma,Therapy,7.0,No
43.0,Male,No,,Asthma,Therapy,12.0,Yes
30.0,Female,No,3.94,Asthma,,11.0,No
40.0,Male,No,4.73,COPD,Medication,12.0,Yes
,Male,,3.91,COPD,Surgery,6.0,No
74.0,Male,Yes,2.65,Bronchitis,Medication,13.0,No
38.0,Female,Yes,1.39,COPD,Surgery,2.0,No
20.0,Male,No,4.18,COPD,Therapy,12.0,No
54.0,Female,Yes,4.85,COPD,Medication,8.0,Yes
74.0,Male,No,5.77,Bronchitis,Medication,7.0,Yes
36.0,Male,Yes,5.65,Asthma,Surgery,12.0,No
22.0,Male,No,5.43,Asthma,Therapy,13.0,Yes
62.0,Female,Yes,5.97,COPD,Medication,7.0,Yes
55.0,Male,No,1.54,Bronchitis,Therapy,14.0,No
59.0,Male,Yes,5.24,COPD,Surgery,12.0,Yes
88.0,Female,Yes,1.68,Pneumonia,Therapy,10.0,Yes
80.0,Female,Yes,2.39,,Surgery,1.0,
59.0,Female,Yes,3.8,Lung Cancer,Therapy,3.0,No
34.0,Male,Yes,3.23,COPD,Medication,3.0,No
87.0,Male,No,2.04,Bronchitis,Medication,6.0,Yes
50.0,,Yes,2.86,Pneumonia,Therapy,4.0,No
67.0,Male,Yes,5.55,COPD,Surgery,2.0,Yes
36.0,Male,No,1.74,Pneumonia,Surgery,10.0,No
68.0,Female,Yes,3.74,Asthma,Therapy,8.0,No
78.0,Male,No,4.29,Asthma,Therapy,3.0,No
78.0,Female,No,3.8,Pneumonia,Therapy,8.0,No
86.0,Male,Yes,2.94,Bronchitis,Therapy,13.0,No
37.0,Male,Yes,1.72,Asthma,,10.0,No
79.0,Male,No,2.06,Pneumonia,Surgery,12.0,No
32.0,Male,Yes,5.18,COPD,Surgery,5.0,No
49.0,Female,No,5.56,Lung Cancer,Surgery,13.0,No
48.0,Male,Yes,1.8,COPD,Surgery,9.0,Yes
72.0,Male,Yes,2.61,Lung Cancer,Surgery,11.0,Yes
41.0,Male,Yes,2.08,Pneumonia,Surgery,4.0,Yes
52.0,Female,Yes,2.51,Pneumonia,Therapy,14.0,Yes
30.0,Female,Yes,,,Surgery,2.0,Yes
22.0,Female,No,,Asthma,Surgery,1.0,No
37.0,Female,Yes,4.17,Asthma,Medication,9.0,No
51.0,Female,Yes,4.31,Lung Cancer,Medication,3.0,Yes
61.0,Male,Yes,1.45,,Therapy,1.0,Yes
65.0,Female,,,Pneumonia,Medication,5.0,No
42.0,Female,No,4.75,Bronchitis,Surgery,10.0,Yes
29.0,Male,Yes,1.85,Asthma,Therapy,3.0,No
63.0,Male,,,Bronchitis,Surgery,8.0,No
75.0,Male,No,2.5,Pneumonia,Therapy,1.0,No
78.0,Male,No,4.61,Lung Cancer,Surgery,13.0,No
43.0,Female,No,3.57,,Medication,9.0,No
23.0,Female,No,5.69,COPD,Medication,2.0,Yes
33.0,Female,No,2.46,Lung Cancer,Therapy,4.0,Yes
25.0,Male,Yes,,Asthma,Medication,4.0,Yes
,Female,No,3.32,Bronchitis,Medication,5.0,No
46.0,,Yes,5.47,COPD,Medication,3.0,Yes
87.0,Male,No,2.46,Pneumonia,Surgery,1.0,No
50.0,Female,Yes,5.22,,Therapy,11.0,No
44.0,Male,Yes,5.24,Bronchitis,Therapy,12.0,
74.0,Female,Yes,2.86,Bronchitis,Medication,5.0,No
56.0,Female,No,,COPD,Surgery,10.0,Yes
33.0,Male,No,2.55,Asthma,Surgery,3.0,No
81.0,Male,No,2.33,Lung Cancer,Therapy,5.0,No
83.0,Male,No,3.56,COPD,Therapy,14.0,Yes
22.0,,Yes,4.94,COPD,Medication,5.0,Yes
,Male,No,2.36,Asthma,Medication,12.0,Yes
36.0,Male,No,3.71,Asthma,Medication,12.0,No
58.0,Female,Yes,1.93,Bronchitis,Medication,,Yes
26.0,Male,Yes,3.21,Bronchitis,Surgery,12.0,Yes
23.0,Female,Yes,1.93,COPD,Medication,14.0,No
46.0,Male,Yes,1.26,COPD,Medication,2.0,Yes
51.0,Male,Yes,2.92,Pneumonia,Therapy,8.0,Yes
29.0,Female,No,5.99,COPD,Surgery,2.0,Yes
22.0,Male,Yes,1.42,,Surgery,11.0,No
67.0,Female,Yes,4.82,Lung Cancer,Medication,14.0,Yes
50.0,Female,Yes,3.38,Pneumonia,Therapy,7.0,Yes
32.0,Male,Yes,1.33,COPD,Surgery,13.0,Yes
,Female,Yes,4.7,COPD,,7.0,No
24.0,Male,No,3.49,COPD,Therapy,5.0,No
51.0,Male,No,1.65,,Medication,9.0,No
59.0,Female,No,5.41,COPD,Medication,10.0,No
82.0,Female,No,3.18,Bronchitis,Surgery,5.0,Yes
47.0,Male,No,5.26,Asthma,Medication,1.0,No
82.0,Female,No,3.16,Bronchitis,Medication,9.0,No
39.0,Female,Yes,4.98,Asthma,Medication,6.0,Yes
66.0,Female,,2.31,,Surgery,7.0,Yes
86.0,Female,No,3.5,Bronchitis,Therapy,12.0,Yes
29.0,Female,Yes,3.41,Lung Cancer,Therapy,3.0,No
81.0,,No,2.75,Pneumonia,Therapy,4.0,No
77.0,Female,No,5.53,Bronchitis,Therapy,8.0,No
52.0,Female,Yes,3.05,Asthma,Surgery,11.0,No
39.0,Female,Yes,5.62,Asthma,Surgery,3.0,No
79.0,Male,Yes,3.74,Asthma,Therapy,2.0,Yes
58.0,Male,No,1.94,Asthma,Surgery,9.0,Yes
44.0,,No,5.58,Bronchitis,Therapy,7.0,Yes
83.0,Female,Yes,5.88,Pneumonia,Medication,8.0,No
72.0,Female,Yes,3.34,Lung Cancer,Therapy,7.0,Yes
67.0,Male,Yes,2.62,,Surgery,11.0,No
44.0,Female,Yes,5.09,Lung Cancer,Therapy,3.0,No
80.0,Male,No,3.27,Bronchitis,Medication,14.0,Yes
32.0,Male,No,3.48,Lung Cancer,Therapy,6.0,No
,Female,Yes,3.31,,Therapy,6.0,No
24.0,,,1.52,Pneumonia,Therapy,3.0,Yes
27.0,Female,Yes,5.49,Bronchitis,,8.0,Yes
73.0,Male,No,2.7,Bronchitis,Surgery,9.0,Yes
54.0,Female,Yes,5.16,Lung Cancer,Medication,5.0,Yes
39.0,Female,,,Asthma,Surgery,7.0,No
87.0,Male,Yes,1.36,Lung Cancer,Medication,6.0,Yes
79.0,Female,Yes,3.14,Lung Cancer,Medication,3.0,Yes
44.0,Female,Yes,3.57,Bronchitis,Medication,6.0,Yes
68.0,Male,Yes,3.89,COPD,Therapy,10.0,Yes
86.0,Female,No,3.79,Bronchitis,Surgery,6.0,No
44.0,Male,No,1.14,Lung Cancer,Therapy,5.0,Yes
41.0,Male,Yes,3.34,Bronchitis,Medication,8.0,No
60.0,,Yes,1.25,Pneumonia,Surgery,5.0,
25.0,Female,No,1.5,Pneumonia,Therapy,3.0,Yes
20.0,,Yes,1.97,Lung Cancer,Therapy,1.0,
84.0,Female,No,5.81,COPD,Therapy,6.0,Yes
86.0,Female,No,5.53,Asthma,Therapy,8.0,Yes
71.0,Male,No,1.18,Asthma,Surgery,9.0,Yes
37.0,Male,No,2.36,COPD,Surgery,14.0,Yes
53.0,Male,Yes,1.19,Lung Cancer,Medication,8.0,Yes
81.0,Female,Yes,4.51,Pneumonia,Surgery,8.0,Yes
,Female,,3.4,Asthma,Therapy,5.0,No
28.0,Female,No,3.55,Pneumonia,Therapy,12.0,Yes
21.0,Female,Yes,3.09,Pneumonia,Therapy,2.0,No
73.0,Female,No,3.7,Bronchitis,Therapy,13.0,Yes
26.0,Male,No,2.39,COPD,Medication,13.0,No
69.0,Female,Yes,2.68,Asthma,Surgery,14.0,No
21.0,Female,Yes,3.08,Lung Cancer,Surgery,5.0,No
20.0,Female,Yes,1.61,COPD,Surgery,7.0,No
58.0,Female,No,1.1,COPD,Medication,3.0,No
43.0,Male,Yes,2.87,Bronchitis,,6.0,Yes
20.0,Female,Yes,1.11,Bronchitis,Medication,13.0,No
,,No,3.81,Bronchitis,Surgery,6.0,Yes
40.0,Male,Yes,2.65,Lung Cancer,Therapy,10.0,Yes
25.0,Female,Yes,5.07,Pneumonia,Medication,3.0,Yes
83.0,Female,No,,Asthma,Medication,6.0,No
,Female,No,5.93,Lung Cancer,Therapy,13.0,No
52.0,Female,No,5.66,COPD,Surgery,5.0,No
77.0,Male,Yes,2.48,Asthma,Surgery,10.0,No
75.0,,Yes,2.29,Bronchitis,Therapy,13.0,Yes
61.0,Female,Yes,4.02,Pneumonia,Medication,7.0,Yes
,Male,Yes,5.12,Lung Cancer,,1.0,Yes
,Female,No,4.11,COPD,Therapy,3.0,Yes
89.0,Female,Yes,5.22,COPD,Surgery,6.0,Yes
30.0,Female,Yes,3.44,Asthma,Therapy,3.0,No
47.0,Female,Yes,4.62,Bronchitis,Surgery,12.0,No
54.0,Female,No,5.75,Bronchitis,Surgery,7.0,Yes
55.0,Male,Yes,5.25,Lung Cancer,Medication,14.0,No
80.0,Male,No,2.49,,Medication,13.0,Yes
58.0,Female,Yes,5.88,COPD,Therapy,13.0,No
27.0,Male,No,5.26,COPD,Therapy,9.0,Yes
29.0,Female,No,3.36,Asthma,,6.0,Yes
31.0,Female,No,1.51,Pneumonia,Surgery,6.0,Yes
35.0,Female,Yes,3.8,COPD,Therapy,4.0,Yes
59.0,Female,Yes,1.05,Lung Cancer,Medication,11.0,No
40.0,Male,No,1.43,Lung Cancer,Medication,1.0,Yes
21.0,,Yes,1.5,COPD,Medication,4.0,No
42.0,Female,No,5.53,Pneumonia,Surgery,5.0,No
82.0,Male,No,3.68,Bronchitis,Medication,9.0,No
45.0,Female,Yes,3.79,Pneumonia,Medication,10.0,Yes