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train · 5.11k rows

Unnamed: 0 int64 0 5.11k	id int64 67 72.9k	gender stringclasses 3 values	age float64 0.08 82	hypertension int64 0 1	heart_disease int64 0 1	ever_married stringclasses 2 values	work_type stringclasses 5 values	Residence_type stringclasses 2 values	avg_glucose_level float64 55.1 272	bmi float64 10.3 97.6 ⌀	smoking_status stringclasses 4 values	stroke int64 0 1	description stringlengths 305 350	embedding stringlengths 13.7k 13.9k
0	9,046	Male	67	0	1	Yes	Private	Urban	228.69	36.6	formerly smoked	1	Patient 9046 is a Male aged 67.0 years. They do not have hypertension and have heart disease. They have been married and their work type is private. They live in a urban area. Their average glucose level is 228.7 and their BMI is 36.6 if available. Regarding smoking, they are formerly smoked. This patient had a stroke.	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1	51,676	Female	61	0	0	Yes	Self-employed	Rural	202.21	null	never smoked	1	Patient 51676 is a Female aged 61.0 years. They do not have hypertension and do not have heart disease. They have been married and their work type is self-employed. They live in a rural area. Their average glucose level is 202.2 and their BMI is nan if available. Regarding smoking, they are never smoked. This patient had a stroke.	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2	31,112	Male	80	0	1	Yes	Private	Rural	105.92	32.5	never smoked	1	Patient 31112 is a Male aged 80.0 years. They do not have hypertension and have heart disease. They have been married and their work type is private. They live in a rural area. Their average glucose level is 105.9 and their BMI is 32.5 if available. Regarding smoking, they are never smoked. This patient had a stroke.	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3	60,182	Female	49	0	0	Yes	Private	Urban	171.23	34.4	smokes	1	Patient 60182 is a Female aged 49.0 years. They do not have hypertension and do not have heart disease. They have been married and their work type is private. They live in a urban area. Their average glucose level is 171.2 and their BMI is 34.4 if available. Regarding smoking, they are smokes. This patient had a stroke.	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4	1,665	Female	79	1	0	Yes	Self-employed	Rural	174.12	24	never smoked	1	Patient 1665 is a Female aged 79.0 years. They have hypertension and do not have heart disease. They have been married and their work type is self-employed. They live in a rural area. Their average glucose level is 174.1 and their BMI is 24.0 if available. Regarding smoking, they are never smoked. This patient had a stroke.	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5	56,669	Male	81	0	0	Yes	Private	Urban	186.21	29	formerly smoked	1	Patient 56669 is a Male aged 81.0 years. They do not have hypertension and do not have heart disease. They have been married and their work type is private. They live in a urban area. Their average glucose level is 186.2 and their BMI is 29.0 if available. Regarding smoking, they are formerly smoked. This patient had a stroke.	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6	53,882	Male	74	1	1	Yes	Private	Rural	70.09	27.4	never smoked	1	Patient 53882 is a Male aged 74.0 years. They have hypertension and have heart disease. They have been married and their work type is private. They live in a rural area. Their average glucose level is 70.1 and their BMI is 27.4 if available. Regarding smoking, they are never smoked. This patient had a stroke.	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7	10,434	Female	69	0	0	No	Private	Urban	94.39	22.8	never smoked	1	Patient 10434 is a Female aged 69.0 years. They do not have hypertension and do not have heart disease. They have never been married and their work type is private. They live in a urban area. Their average glucose level is 94.4 and their BMI is 22.8 if available. Regarding smoking, they are never smoked. This patient had a stroke.	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8	27,419	Female	59	0	0	Yes	Private	Rural	76.15	null	Unknown	1	Patient 27419 is a Female aged 59.0 years. They do not have hypertension and do not have heart disease. They have been married and their work type is private. They live in a rural area. Their average glucose level is 76.2 and their BMI is nan if available. Regarding smoking, they are unknown. This patient had a stroke.	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9	60,491	Female	78	0	0	Yes	Private	Urban	58.57	24.2	Unknown	1	Patient 60491 is a Female aged 78.0 years. They do not have hypertension and do not have heart disease. They have been married and their work type is private. They live in a urban area. Their average glucose level is 58.6 and their BMI is 24.2 if available. Regarding smoking, they are unknown. This patient had a stroke.	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10	12,109	Female	81	1	0	Yes	Private	Rural	80.43	29.7	never smoked	1	Patient 12109 is a Female aged 81.0 years. They have hypertension and do not have heart disease. They have been married and their work type is private. They live in a rural area. Their average glucose level is 80.4 and their BMI is 29.7 if available. Regarding smoking, they are never smoked. This patient had a stroke.	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11	12,095	Female	61	0	1	Yes	Govt_job	Rural	120.46	36.8	smokes	1	Patient 12095 is a Female aged 61.0 years. They do not have hypertension and have heart disease. They have been married and their work type is govt_job. They live in a rural area. Their average glucose level is 120.5 and their BMI is 36.8 if available. Regarding smoking, they are smokes. This patient had a stroke.	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12	12,175	Female	54	0	0	Yes	Private	Urban	104.51	27.3	smokes	1	Patient 12175 is a Female aged 54.0 years. They do not have hypertension and do not have heart disease. They have been married and their work type is private. They live in a urban area. Their average glucose level is 104.5 and their BMI is 27.3 if available. Regarding smoking, they are smokes. This patient had a stroke.	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