Datasets:

sanadf234
/

Heart-Disease-Prediction-dataset

id int64	age int64	gender string	chest_pain_type string	resting_bp int64	cholesterol int64	fasting_blood_sugar int64	resting_ecg string	max_heart_rate int64	exercise_angina string	oldpeak float64	slope string	thal string	heart_disease int64
1	77	Female	Non-Anginal Pain	120	542	0	Left Ventricular Hypertrophy	185	No	3.9	Upsloping	Reversible Defect	1
2	51	Female	Asymptomatic	192	423	1	ST-T Wave Abnormality	78	No	6.3	Flat	Fixed Defect	1
3	79	Female	Atypical Angina	182	557	1	ST-T Wave Abnormality	111	No	4.7	Flat	Normal	1
4	74	Male	Typical Angina	102	159	1	Normal	147	No	5.1	Flat	Normal	1
5	54	Male	Non-Anginal Pain	183	278	0	ST-T Wave Abnormality	195	Yes	4.3	Upsloping	Normal	1
6	45	Female	Atypical Angina	156	273	1	Normal	129	No	6.4	Downsloping	Normal	1
7	41	Male	Asymptomatic	95	151	0	Left Ventricular Hypertrophy	96	No	0.1	Upsloping	Normal	0
8	18	Male	Asymptomatic	116	523	0	Left Ventricular Hypertrophy	163	No	5.4	Upsloping	Normal	0
9	79	Female	Typical Angina	140	121	1	ST-T Wave Abnormality	114	Yes	2.9	Flat	Normal	1
10	69	Female	Atypical Angina	195	471	1	ST-T Wave Abnormality	129	Yes	4.7	Downsloping	Reversible Defect	1
11	52	Male	Asymptomatic	112	291	1	Normal	194	No	1	Flat	Reversible Defect	1
12	88	Female	Non-Anginal Pain	100	383	1	ST-T Wave Abnormality	92	Yes	5.9	Downsloping	Normal	1
13	90	Male	Asymptomatic	199	308	0	Left Ventricular Hypertrophy	139	No	4.6	Flat	Fixed Defect	1
14	41	Female	Non-Anginal Pain	162	153	1	ST-T Wave Abnormality	187	No	2.7	Downsloping	Normal	1
15	46	Male	Asymptomatic	87	375	1	Normal	93	Yes	4.8	Flat	Fixed Defect	1
16	60	Male	Asymptomatic	144	237	0	Left Ventricular Hypertrophy	82	No	0.6	Upsloping	Normal	0
17	75	Female	Typical Angina	99	170	0	Normal	166	No	1.6	Flat	Fixed Defect	0
18	26	Male	Atypical Angina	115	370	1	Left Ventricular Hypertrophy	175	Yes	4.9	Downsloping	Fixed Defect	1
19	18	Male	Atypical Angina	187	205	0	ST-T Wave Abnormality	147	No	0.8	Flat	Normal	0
20	22	Male	Asymptomatic	162	412	0	Left Ventricular Hypertrophy	124	Yes	2.3	Upsloping	Reversible Defect	1
21	89	Female	Asymptomatic	193	300	0	ST-T Wave Abnormality	73	Yes	3.2	Flat	Reversible Defect	1
22	47	Female	Asymptomatic	130	543	0	ST-T Wave Abnormality	154	No	2.5	Flat	Fixed Defect	0
23	27	Male	Non-Anginal Pain	84	553	1	ST-T Wave Abnormality	159	No	0.7	Downsloping	Reversible Defect	0
24	83	Female	Asymptomatic	196	540	0	ST-T Wave Abnormality	153	Yes	4.3	Upsloping	Fixed Defect	1
25	55	Male	Typical Angina	97	384	1	ST-T Wave Abnormality	72	No	0.3	Downsloping	Normal	1
26	62	Female	Typical Angina	123	267	0	ST-T Wave Abnormality	175	No	3.9	Flat	Fixed Defect	1
27	68	Male	Typical Angina	148	596	0	Left Ventricular Hypertrophy	157	No	1.9	Downsloping	Normal	1
28	26	Male	Asymptomatic	120	444	0	Left Ventricular Hypertrophy	73	No	0.9	Downsloping	Normal	0
29	52	Male	Atypical Angina	161	507	1	ST-T Wave Abnormality	156	Yes	1	Flat	Reversible Defect	1
30	78	Male	Non-Anginal Pain	184	143	1	Normal	150	No	6.4	Upsloping	Normal	1
31	65	Male	Asymptomatic	108	370	0	ST-T Wave Abnormality	81	No	3.9	Downsloping	Fixed Defect	1
32	56	Male	Atypical Angina	195	572	1	ST-T Wave Abnormality	122	No	0.3	Upsloping	Fixed Defect	1
33	27	Male	Asymptomatic	158	386	1	ST-T Wave Abnormality	188	No	6.1	Downsloping	Reversible Defect	1
34	59	Female	Asymptomatic	195	188	0	Normal	161	Yes	3.8	Downsloping	Reversible Defect	1
35	57	Male	Atypical Angina	143	335	0	Normal	78	Yes	1.1	Flat	Reversible Defect	1
36	86	Female	Typical Angina	114	506	1	Normal	65	No	5.4	Downsloping	Normal	1
37	35	Female	Non-Anginal Pain	128	382	1	Left Ventricular Hypertrophy	88	No	3.5	Downsloping	Reversible Defect	1
38	83	Female	Asymptomatic	84	391	1	Normal	125	No	2.9	Flat	Normal	1
39	80	Female	Typical Angina	111	414	1	Left Ventricular Hypertrophy	123	No	4.1	Upsloping	Fixed Defect	1
40	31	Female	Asymptomatic	119	541	1	Normal	156	No	1	Flat	Fixed Defect	0
41	40	Female	Asymptomatic	172	471	1	ST-T Wave Abnormality	64	Yes	0.7	Downsloping	Normal	1
42	61	Female	Typical Angina	180	464	0	ST-T Wave Abnormality	171	Yes	3.6	Flat	Fixed Defect	1
43	64	Female	Typical Angina	115	396	0	ST-T Wave Abnormality	81	No	1.4	Upsloping	Reversible Defect	0
44	80	Female	Atypical Angina	148	340	0	Left Ventricular Hypertrophy	135	Yes	2.8	Upsloping	Fixed Defect	1
45	41	Female	Atypical Angina	96	223	1	Left Ventricular Hypertrophy	157	No	4.7	Flat	Fixed Defect	0
46	58	Male	Typical Angina	136	584	1	ST-T Wave Abnormality	64	Yes	5.6	Downsloping	Reversible Defect	1
47	47	Male	Atypical Angina	193	236	0	Normal	158	No	1.4	Flat	Reversible Defect	0
48	35	Male	Typical Angina	105	108	0	ST-T Wave Abnormality	133	Yes	4.6	Upsloping	Normal	0
49	70	Female	Typical Angina	138	235	1	ST-T Wave Abnormality	61	No	3.9	Upsloping	Reversible Defect	1
50	28	Male	Non-Anginal Pain	98	467	0	Left Ventricular Hypertrophy	171	Yes	1.9	Upsloping	Normal	0
51	75	Male	Atypical Angina	166	314	0	Left Ventricular Hypertrophy	157	No	3.4	Flat	Fixed Defect	1
52	44	Male	Non-Anginal Pain	161	336	0	ST-T Wave Abnormality	83	Yes	2.7	Flat	Reversible Defect	1
53	73	Male	Atypical Angina	153	241	1	ST-T Wave Abnormality	60	Yes	3.2	Upsloping	Normal	1
54	36	Male	Asymptomatic	163	380	0	Left Ventricular Hypertrophy	169	No	6.2	Downsloping	Normal	1
55	80	Male	Typical Angina	123	368	1	ST-T Wave Abnormality	135	No	5.6	Flat	Normal	1
56	72	Male	Atypical Angina	125	179	1	ST-T Wave Abnormality	96	Yes	0.6	Upsloping	Normal	1
57	21	Male	Typical Angina	170	247	1	Left Ventricular Hypertrophy	118	No	4.5	Upsloping	Normal	1
58	41	Male	Atypical Angina	87	271	0	Left Ventricular Hypertrophy	162	No	1.7	Flat	Normal	0
59	77	Male	Atypical Angina	190	310	1	Normal	115	Yes	4.1	Upsloping	Fixed Defect	1
60	41	Male	Asymptomatic	177	354	1	Left Ventricular Hypertrophy	151	No	4.8	Downsloping	Normal	1
61	47	Male	Typical Angina	180	537	1	Normal	153	No	2.3	Upsloping	Fixed Defect	1
62	72	Male	Typical Angina	144	223	0	Left Ventricular Hypertrophy	142	No	0	Flat	Reversible Defect	0
63	75	Female	Non-Anginal Pain	177	342	0	Normal	71	Yes	4.6	Flat	Fixed Defect	1
64	38	Female	Typical Angina	140	450	1	Normal	113	No	0.8	Upsloping	Fixed Defect	0
65	26	Male	Asymptomatic	181	519	1	Normal	95	No	1.3	Flat	Normal	1
66	59	Female	Typical Angina	105	509	1	Left Ventricular Hypertrophy	164	No	3.2	Upsloping	Fixed Defect	1
67	79	Female	Typical Angina	180	404	1	Left Ventricular Hypertrophy	89	Yes	0.2	Flat	Fixed Defect	1
68	84	Male	Asymptomatic	173	111	0	Left Ventricular Hypertrophy	118	No	3.2	Flat	Normal	1
69	60	Female	Typical Angina	114	555	1	ST-T Wave Abnormality	85	No	4.1	Flat	Fixed Defect	1
70	72	Male	Typical Angina	94	355	1	Normal	197	Yes	0.3	Flat	Fixed Defect	1
71	37	Male	Non-Anginal Pain	141	192	0	ST-T Wave Abnormality	122	No	3.6	Upsloping	Reversible Defect	0
72	18	Male	Atypical Angina	170	587	0	Normal	107	No	2.9	Upsloping	Reversible Defect	1
73	81	Female	Typical Angina	167	532	1	Left Ventricular Hypertrophy	79	No	3.5	Downsloping	Reversible Defect	1
74	22	Male	Atypical Angina	197	354	1	Left Ventricular Hypertrophy	170	No	4.9	Upsloping	Fixed Defect	1
75	58	Male	Typical Angina	143	543	1	Normal	166	No	4.3	Downsloping	Normal	1
76	39	Male	Atypical Angina	139	167	0	ST-T Wave Abnormality	157	Yes	6.4	Flat	Fixed Defect	0
77	19	Male	Atypical Angina	95	548	1	Left Ventricular Hypertrophy	161	No	5	Flat	Normal	1
78	47	Female	Asymptomatic	188	356	0	ST-T Wave Abnormality	162	No	1.8	Upsloping	Normal	0
79	65	Female	Non-Anginal Pain	123	243	1	Left Ventricular Hypertrophy	76	No	3.3	Flat	Fixed Defect	1
80	86	Male	Asymptomatic	134	489	1	ST-T Wave Abnormality	74	Yes	1.1	Flat	Reversible Defect	1
81	22	Female	Atypical Angina	138	518	0	Left Ventricular Hypertrophy	138	Yes	5.2	Upsloping	Reversible Defect	1
82	58	Male	Typical Angina	188	484	1	ST-T Wave Abnormality	83	No	0.7	Flat	Normal	1
83	31	Female	Non-Anginal Pain	154	474	0	Left Ventricular Hypertrophy	142	No	4.4	Flat	Fixed Defect	1
84	35	Female	Asymptomatic	82	425	1	ST-T Wave Abnormality	100	No	4	Downsloping	Reversible Defect	1
85	69	Male	Typical Angina	175	105	1	ST-T Wave Abnormality	66	Yes	1.1	Upsloping	Reversible Defect	1
86	72	Male	Non-Anginal Pain	152	134	1	Normal	120	Yes	0.4	Flat	Fixed Defect	1
87	46	Male	Asymptomatic	105	383	0	Left Ventricular Hypertrophy	195	Yes	0.2	Flat	Fixed Defect	0
88	68	Female	Typical Angina	191	445	1	Normal	189	No	4	Flat	Fixed Defect	1
89	49	Male	Atypical Angina	149	192	0	Normal	80	No	0.7	Downsloping	Fixed Defect	0
90	27	Male	Asymptomatic	193	273	1	Left Ventricular Hypertrophy	170	No	2.5	Flat	Fixed Defect	1
91	19	Male	Non-Anginal Pain	88	213	1	Normal	125	No	6	Downsloping	Normal	0
92	67	Female	Asymptomatic	197	256	0	Left Ventricular Hypertrophy	159	Yes	5.6	Flat	Normal	1
93	79	Male	Atypical Angina	189	299	0	ST-T Wave Abnormality	131	Yes	1.5	Flat	Fixed Defect	1
94	53	Female	Typical Angina	128	298	0	ST-T Wave Abnormality	81	No	4.9	Upsloping	Reversible Defect	1
95	39	Female	Atypical Angina	175	211	0	Normal	108	Yes	1.9	Upsloping	Reversible Defect	0
96	40	Female	Asymptomatic	91	123	0	ST-T Wave Abnormality	200	Yes	2.5	Upsloping	Normal	0
97	63	Male	Asymptomatic	183	551	0	Normal	76	Yes	5.9	Downsloping	Normal	1
98	48	Male	Non-Anginal Pain	126	575	0	Left Ventricular Hypertrophy	112	No	0.5	Flat	Reversible Defect	0
99	45	Female	Non-Anginal Pain	114	596	0	Left Ventricular Hypertrophy	168	No	5.9	Flat	Normal	0
100	74	Female	Asymptomatic	124	124	1	Left Ventricular Hypertrophy	120	Yes	5	Upsloping	Fixed Defect	1

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