data_csv/asthma_dataset.csv

Patient_ID,Age,Gender,Smoking_Status,Asthma_Diagnosis,Medication,Peak_Flow
1,26,Female,Non-Smoker,Yes,Inhaler,175
2,52,Female,Ex-Smoker,No,None,156
3,56,Female,Ex-Smoker,Yes,Inhaler,236
4,55,Male,Current Smoker,Yes,Controller Medication,378
5,43,Female,Current Smoker,No,None,159
6,23,Male,Non-Smoker,No,None,376
7,33,Female,Current Smoker,No,None,296
8,20,Male,Current Smoker,Yes,Controller Medication,322
9,36,Male,Current Smoker,No,None,175
10,27,Male,Ex-Smoker,No,None,264
11,34,Female,Ex-Smoker,No,None,240
12,43,Male,Current Smoker,No,None,354
13,51,Female,Non-Smoker,Yes,Inhaler,171
14,54,Male,Non-Smoker,Yes,Inhaler,327
15,22,Female,Current Smoker,Yes,Inhaler,304
16,53,Female,Non-Smoker,Yes,Controller Medication,336
17,39,Female,Current Smoker,Yes,Controller Medication,307
18,34,Male,Non-Smoker,Yes,Controller Medication,372
19,51,Male,Current Smoker,No,None,239
20,37,Male,Non-Smoker,Yes,Controller Medication,309
21,52,Female,Ex-Smoker,No,None,323
22,24,Female,Non-Smoker,No,None,160
23,56,Female,Ex-Smoker,Yes,Controller Medication,286
24,23,Female,Current Smoker,Yes,Inhaler,282
25,58,Male,Non-Smoker,No,None,248
26,27,Male,Ex-Smoker,No,None,325
27,41,Male,Non-Smoker,No,None,233
28,27,Male,Current Smoker,No,None,346
29,63,Male,Current Smoker,No,None,379
30,25,Female,Current Smoker,Yes,Inhaler,207
31,42,Male,Non-Smoker,Yes,Inhaler,168
32,18,Female,Non-Smoker,No,None,200
33,22,Female,Ex-Smoker,Yes,Inhaler,323
34,54,Male,Non-Smoker,Yes,Controller Medication,386
35,22,Female,Ex-Smoker,Yes,Controller Medication,257
36,34,Female,Current Smoker,Yes,Controller Medication,349
37,20,Male,Current Smoker,No,None,273
38,43,Male,Current Smoker,No,None,260
39,19,Male,Non-Smoker,No,None,249
40,65,Female,Non-Smoker,Yes,Controller Medication,203
41,22,Female,Current Smoker,No,None,384
42,58,Female,Current Smoker,Yes,Inhaler,253
43,59,Male,Current Smoker,Yes,Inhaler,383
44,54,Male,Ex-Smoker,Yes,Controller Medication,202
45,57,Female,Ex-Smoker,Yes,Inhaler,310
46,45,Male,Non-Smoker,No,None,287
47,62,Female,Ex-Smoker,No,None,348
48,39,Male,Non-Smoker,Yes,Controller Medication,230
49,43,Female,Non-Smoker,No,None,388
50,20,Male,Current Smoker,No,None,331
51,59,Female,Non-Smoker,No,None,288
52,21,Female,Non-Smoker,No,None,378
53,58,Male,Current Smoker,No,None,284
54,23,Male,Current Smoker,Yes,Controller Medication,205
55,48,Male,Current Smoker,No,None,352
56,54,Female,Ex-Smoker,Yes,Inhaler,383
57,47,Male,Ex-Smoker,No,None,267
58,50,Male,Non-Smoker,No,None,269
59,64,Female,Ex-Smoker,No,None,398
60,52,Female,Ex-Smoker,No,None,259
61,38,Male,Ex-Smoker,No,None,307
62,28,Male,Ex-Smoker,No,None,258
63,46,Male,Non-Smoker,Yes,Controller Medication,194
64,49,Male,Ex-Smoker,No,None,157
65,60,Male,Ex-Smoker,Yes,Inhaler,207
66,47,Male,Current Smoker,Yes,Controller Medication,382
67,24,Female,Current Smoker,Yes,Controller Medication,151
68,43,Male,Non-Smoker,No,None,321
69,41,Female,Non-Smoker,Yes,Controller Medication,260
70,49,Male,Ex-Smoker,No,None,284
71,50,Female,Non-Smoker,Yes,Controller Medication,176
72,20,Male,Non-Smoker,No,None,248
73,58,Female,Non-Smoker,Yes,Inhaler,270
74,28,Female,Current Smoker,Yes,Controller Medication,389
75,39,Male,Non-Smoker,No,None,357
76,65,Male,Non-Smoker,Yes,Inhaler,280
77,43,Female,Ex-Smoker,Yes,Inhaler,397
78,32,Female,Current Smoker,Yes,Controller Medication,200
79,63,Female,Non-Smoker,Yes,Controller Medication,212
80,58,Female,Ex-Smoker,No,None,300
81,22,Female,Ex-Smoker,Yes,Controller Medication,294
82,37,Male,Ex-Smoker,Yes,Inhaler,358
83,52,Female,Ex-Smoker,Yes,Inhaler,198
84,51,Male,Current Smoker,Yes,Controller Medication,263
85,25,Female,Current Smoker,Yes,Controller Medication,200
86,30,Male,Ex-Smoker,No,None,159
87,53,Male,Ex-Smoker,No,None,152
88,38,Female,Ex-Smoker,No,None,267
89,45,Male,Current Smoker,Yes,Inhaler,237
90,38,Female,Ex-Smoker,No,None,286
91,23,Male,Non-Smoker,No,None,363
92,36,Female,Non-Smoker,No,None,380
93,38,Female,Ex-Smoker,Yes,Controller Medication,305
94,34,Male,Current Smoker,No,None,218
95,29,Female,Non-Smoker,No,None,185
96,23,Male,Non-Smoker,No,None,181
97,36,Male,Ex-Smoker,No,None,336
98,46,Female,Non-Smoker,Yes,Inhaler,262
99,34,Female,Non-Smoker,Yes,Inhaler,188
100,23,Male,Ex-Smoker,Yes,Inhaler,384
101,45,Male,Ex-Smoker,Yes,Controller Medication,210
102,33,Male,Current Smoker,No,None,338
103,27,Male,Non-Smoker,No,None,294
104,34,Female,Current Smoker,No,None,301
105,27,Male,Ex-Smoker,No,None,322
106,47,Female,Non-Smoker,Yes,Controller Medication,263
107,21,Male,Ex-Smoker,Yes,Inhaler,308
108,44,Female,Non-Smoker,Yes,Inhaler,377
109,44,Male,Non-Smoker,Yes,Inhaler,289
110,52,Male,Ex-Smoker,No,None,197
111,26,Male,Current Smoker,Yes,Inhaler,337
112,48,Male,Current Smoker,Yes,Controller Medication,346
113,27,Male,Current Smoker,Yes,Controller Medication,385
114,24,Female,Non-Smoker,No,None,281
115,34,Female,Ex-Smoker,No,None,358
116,49,Male,Current Smoker,No,None,212
117,65,Male,Non-Smoker,No,None,268
118,30,Female,Non-Smoker,Yes,Inhaler,372
119,62,Female,Non-Smoker,No,None,377
120,45,Female,Current Smoker,Yes,Controller Medication,383
121,58,Female,Non-Smoker,Yes,Controller Medication,316
122,48,Male,Non-Smoker,Yes,Inhaler,245
123,63,Female,Ex-Smoker,Yes,Inhaler,162
124,48,Male,Ex-Smoker,No,None,348
125,51,Male,Non-Smoker,Yes,Inhaler,232
126,26,Female,Current Smoker,No,None,184
127,23,Female,Current Smoker,No,None,182
128,27,Female,Ex-Smoker,No,None,215
129,43,Female,Non-Smoker,No,None,276
130,32,Female,Current Smoker,Yes,Inhaler,357
131,23,Female,Non-Smoker,Yes,Controller Medication,390
132,29,Female,Ex-Smoker,Yes,Controller Medication,295
133,29,Male,Non-Smoker,No,None,376
134,30,Female,Non-Smoker,No,None,261
135,24,Male,Ex-Smoker,No,None,254
136,27,Female,Current Smoker,No,None,226
137,52,Male,Current Smoker,No,None,363
138,34,Female,Current Smoker,No,None,381
139,29,Female,Current Smoker,Yes,Controller Medication,162
140,52,Female,Non-Smoker,Yes,Controller Medication,207
141,24,Female,Non-Smoker,Yes,Controller Medication,280
142,41,Male,Current Smoker,Yes,Controller Medication,150
143,65,Male,Current Smoker,Yes,Inhaler,178
144,33,Male,Ex-Smoker,No,None,290
145,21,Male,Current Smoker,Yes,Controller Medication,376
146,36,Male,Current Smoker,No,None,176
147,59,Female,Ex-Smoker,Yes,Inhaler,392
148,27,Male,Current Smoker,Yes,Inhaler,224
149,46,Male,Non-Smoker,No,None,192
150,38,Female,Non-Smoker,Yes,Inhaler,314
151,62,Female,Current Smoker,Yes,Controller Medication,347
152,30,Male,Ex-Smoker,No,None,203
153,31,Female,Non-Smoker,No,None,351
154,25,Female,Current Smoker,Yes,Inhaler,304
155,45,Female,Current Smoker,Yes,Inhaler,181
156,27,Female,Non-Smoker,Yes,Controller Medication,159
157,42,Male,Ex-Smoker,No,None,302
158,29,Male,Non-Smoker,No,None,332
159,18,Male,Ex-Smoker,Yes,Inhaler,183
160,18,Male,Ex-Smoker,Yes,Inhaler,375
161,26,Female,Non-Smoker,No,None,351
162,44,Female,Current Smoker,Yes,Controller Medication,234
163,45,Male,Non-Smoker,No,None,400
164,49,Female,Ex-Smoker,Yes,Controller Medication,327
165,42,Female,Non-Smoker,Yes,Controller Medication,274
166,59,Female,Ex-Smoker,No,None,178
167,28,Female,Ex-Smoker,No,None,278
168,34,Female,Current Smoker,No,None,334
169,64,Male,Current Smoker,No,None,154
170,41,Female,Current Smoker,No,None,253
171,59,Female,Non-Smoker,Yes,Inhaler,274
172,38,Male,Ex-Smoker,Yes,Controller Medication,364
173,41,Female,Non-Smoker,No,None,199
174,46,Female,Current Smoker,Yes,Inhaler,251
175,37,Female,Ex-Smoker,Yes,Inhaler,248
176,41,Female,Ex-Smoker,No,None,400
177,61,Male,Non-Smoker,Yes,Controller Medication,175
178,41,Female,Ex-Smoker,No,None,169
179,21,Male,Ex-Smoker,No,None,377
180,25,Female,Current Smoker,Yes,Controller Medication,382
181,33,Female,Current Smoker,Yes,Inhaler,304
182,27,Male,Non-Smoker,Yes,Controller Medication,230
183,41,Female,Current Smoker,Yes,Controller Medication,375
184,39,Female,Ex-Smoker,Yes,Controller Medication,245
185,22,Male,Current Smoker,No,None,277
186,28,Male,Non-Smoker,Yes,Controller Medication,320
187,24,Female,Non-Smoker,Yes,Controller Medication,224
188,46,Female,Non-Smoker,Yes,Inhaler,389
189,29,Male,Ex-Smoker,No,None,383
190,55,Male,Current Smoker,Yes,Inhaler,323
191,35,Female,Current Smoker,Yes,Controller Medication,329
192,29,Male,Current Smoker,No,None,372
193,27,Male,Ex-Smoker,Yes,Inhaler,217
194,23,Male,Current Smoker,Yes,Inhaler,333
195,49,Female,Ex-Smoker,Yes,Inhaler,241
196,37,Female,Ex-Smoker,Yes,Controller Medication,261
197,26,Female,Non-Smoker,No,None,337
198,52,Female,Non-Smoker,Yes,Inhaler,189
199,20,Female,Non-Smoker,Yes,Inhaler,373
200,29,Female,Non-Smoker,No,None,152
201,60,Male,Current Smoker,Yes,Controller Medication,297
202,65,Male,Current Smoker,Yes,Inhaler,391
203,64,Female,Current Smoker,No,None,232
204,20,Male,Non-Smoker,No,None,196
205,59,Female,Current Smoker,Yes,Controller Medication,268
206,50,Male,Ex-Smoker,No,None,161
207,59,Female,Current Smoker,Yes,Controller Medication,248
208,20,Female,Current Smoker,Yes,Inhaler,172
209,48,Male,Current Smoker,Yes,Inhaler,282
210,47,Male,Non-Smoker,No,None,254
211,65,Female,Ex-Smoker,No,None,395
212,23,Male,Current Smoker,Yes,Inhaler,337
213,48,Male,Ex-Smoker,No,None,328
214,65,Male,Ex-Smoker,Yes,Inhaler,397
215,54,Female,Current Smoker,No,None,334
216,38,Male,Ex-Smoker,No,None,220
217,24,Female,Current Smoker,No,None,271
218,60,Female,Ex-Smoker,No,None,228
219,27,Male,Ex-Smoker,Yes,Controller Medication,332
220,21,Female,Non-Smoker,No,None,231
221,52,Female,Current Smoker,Yes,Controller Medication,175
222,44,Male,Non-Smoker,Yes,Controller Medication,378
223,22,Female,Current Smoker,No,None,320
224,30,Female,Ex-Smoker,No,None,277
225,19,Female,Current Smoker,No,None,161
226,30,Female,Current Smoker,Yes,Inhaler,264
227,61,Female,Non-Smoker,No,None,385
228,27,Female,Non-Smoker,No,None,375
229,45,Male,Non-Smoker,Yes,Inhaler,398
230,64,Male,Non-Smoker,Yes,Controller Medication,154
231,29,Female,Non-Smoker,Yes,Controller Medication,296
232,18,Male,Non-Smoker,Yes,Controller Medication,176
233,56,Female,Ex-Smoker,No,None,301
234,30,Male,Ex-Smoker,Yes,Controller Medication,351
235,64,Female,Current Smoker,Yes,Controller Medication,218
236,26,Female,Current Smoker,No,None,210
237,45,Male,Non-Smoker,No,None,372
238,45,Female,Non-Smoker,Yes,Inhaler,316
239,64,Female,Non-Smoker,Yes,Inhaler,164
240,64,Male,Non-Smoker,No,None,328
241,58,Female,Current Smoker,Yes,Inhaler,315
242,22,Male,Non-Smoker,Yes,Inhaler,204
243,39,Male,Non-Smoker,Yes,Controller Medication,257
244,45,Female,Non-Smoker,Yes,Inhaler,151
245,33,Male,Non-Smoker,Yes,Inhaler,352
246,31,Female,Non-Smoker,No,None,226
247,63,Female,Current Smoker,No,None,310
248,63,Female,Current Smoker,No,None,289
249,46,Female,Non-Smoker,Yes,Controller Medication,218
250,54,Female,Non-Smoker,Yes,Inhaler,341
251,21,Female,Current Smoker,Yes,Controller Medication,217
252,32,Male,Current Smoker,No,None,360
253,54,Female,Non-Smoker,Yes,Controller Medication,184
254,58,Female,Current Smoker,No,None,283
255,19,Female,Current Smoker,No,None,213
256,42,Male,Current Smoker,No,None,265
257,40,Male,Current Smoker,No,None,231
258,43,Male,Non-Smoker,Yes,Controller Medication,349
259,40,Male,Ex-Smoker,No,None,371
260,51,Male,Non-Smoker,Yes,Controller Medication,272
261,32,Female,Ex-Smoker,Yes,Inhaler,334
262,28,Male,Current Smoker,Yes,Inhaler,170
263,59,Male,Ex-Smoker,Yes,Inhaler,212
264,47,Female,Current Smoker,Yes,Controller Medication,230
265,19,Male,Ex-Smoker,Yes,Controller Medication,384
266,32,Female,Ex-Smoker,No,None,177
267,43,Female,Ex-Smoker,Yes,Controller Medication,206
268,50,Male,Non-Smoker,Yes,Controller Medication,330
269,29,Male,Non-Smoker,No,None,225
270,29,Female,Non-Smoker,Yes,Controller Medication,260
271,48,Male,Current Smoker,Yes,Inhaler,211
272,29,Male,Ex-Smoker,No,None,270
273,35,Female,Non-Smoker,No,None,260
274,51,Male,Ex-Smoker,No,None,332
275,65,Female,Non-Smoker,Yes,Controller Medication,229
276,63,Female,Ex-Smoker,No,None,381
277,31,Female,Non-Smoker,No,None,188
278,63,Female,Current Smoker,Yes,Controller Medication,387
279,42,Female,Non-Smoker,No,None,178
280,44,Male,Ex-Smoker,Yes,Controller Medication,198
281,59,Male,Non-Smoker,No,None,187
282,18,Male,Non-Smoker,Yes,Inhaler,243
283,53,Male,Ex-Smoker,No,None,286
284,49,Male,Ex-Smoker,Yes,Controller Medication,300
285,20,Male,Current Smoker,Yes,Controller Medication,340
286,30,Male,Ex-Smoker,No,None,293
287,21,Female,Current Smoker,Yes,Controller Medication,253
288,21,Female,Ex-Smoker,Yes,Inhaler,272
289,21,Female,Non-Smoker,Yes,Controller Medication,262
290,22,Male,Ex-Smoker,No,None,400
291,47,Female,Ex-Smoker,No,None,362
292,19,Male,Ex-Smoker,Yes,Controller Medication,287
293,28,Female,Non-Smoker,Yes,Inhaler,350
294,36,Female,Current Smoker,No,None,345
295,49,Male,Non-Smoker,Yes,Inhaler,367
296,25,Female,Current Smoker,No,None,283
297,20,Male,Ex-Smoker,No,None,202
298,25,Female,Non-Smoker,No,None,208
299,18,Male,Ex-Smoker,No,None,175
300,59,Female,Current Smoker,No,None,332