Datasets:

jason1966
/

alphiree_cardiovascular-diseases-risk-prediction-dataset

General_Health stringclasses 5 values	Checkup stringclasses 5 values	Exercise stringclasses 2 values	Heart_Disease stringclasses 2 values	Skin_Cancer stringclasses 2 values	Other_Cancer stringclasses 2 values	Depression stringclasses 2 values	Diabetes stringclasses 4 values	Arthritis stringclasses 2 values	Sex stringclasses 2 values	Age_Category stringclasses 13 values	Height_(cm) float64 91 241	Weight_(kg) float64 25 293	BMI float64 12 99.3	Smoking_History stringclasses 2 values	Alcohol_Consumption float64 0 30	Fruit_Consumption float64 0 120	Green_Vegetables_Consumption float64 0 128	FriedPotato_Consumption float64 0 128
Poor	Within the past 2 years	No	No	No	No	No	No	Yes	Female	70-74	150	32.66	14.54	Yes	0	30	16	12
Very Good	Within the past year	No	Yes	No	No	No	Yes	No	Female	70-74	165	77.11	28.29	No	0	30	0	4
Very Good	Within the past year	Yes	No	No	No	No	Yes	No	Female	60-64	163	88.45	33.47	No	4	12	3	16
Poor	Within the past year	Yes	Yes	No	No	No	Yes	No	Male	75-79	180	93.44	28.73	No	0	30	30	8
Good	Within the past year	No	No	No	No	No	No	No	Male	80+	191	88.45	24.37	Yes	0	8	4	0
Good	Within the past year	No	No	No	No	Yes	No	Yes	Male	60-64	183	154.22	46.11	No	0	12	12	12
Fair	Within the past year	Yes	Yes	No	No	No	No	Yes	Male	60-64	175	69.85	22.74	Yes	0	16	8	0
Good	Within the past year	Yes	No	No	No	No	No	Yes	Female	65-69	165	108.86	39.94	Yes	3	30	8	8
Fair	Within the past year	No	No	No	No	Yes	No	No	Female	65-69	163	72.57	27.46	Yes	0	12	12	4
Fair	Within the past year	No	No	No	No	No	Yes	Yes	Female	70-74	163	91.63	34.67	No	0	12	12	1
Fair	Within the past year	Yes	Yes	No	No	No	No	Yes	Female	75-79	160	74.84	29.23	No	0	30	20	2
Fair	Within the past year	No	Yes	Yes	No	No	Yes	No	Male	75-79	175	73.48	23.92	No	0	2	8	30
Very Good	Within the past year	No	No	No	No	Yes	No	No	Female	50-54	168	83.91	29.86	No	8	8	0	2
Fair	Within the past year	No	No	Yes	No	No	No	No	Male	65-69	178	113.4	35.87	Yes	4	2	3	4
Excellent	Within the past 2 years	Yes	No	No	No	No	No	No	Female	70-74	152	52.16	22.46	No	0	30	4	0
Fair	Within the past year	No	No	No	No	No	Yes	Yes	Female	70-74	163	116.12	43.94	No	0	8	8	4
Good	Within the past year	No	No	No	No	No	No	No	Male	80+	183	99.79	29.84	No	0	1	4	20
Very Good	Within the past year	Yes	No	No	No	No	No	Yes	Male	80+	168	81.65	29.05	No	30	30	12	8
Fair	Within the past year	Yes	No	No	No	No	Yes	No	Male	45-49	178	104.33	33	Yes	2	16	12	8
Good	Within the past year	No	No	Yes	Yes	No	Yes	Yes	Female	70-74	163	79.38	30.04	No	0	12	8	4
Very Good	Within the past 2 years	Yes	No	No	No	Yes	No	No	Female	18-24	157	55.79	22.5	No	0	60	30	1
Fair	Within the past year	No	No	No	Yes	No	Yes	Yes	Male	80+	175	81.65	26.58	No	0	0	1	1
Very Good	5 or more years ago	Yes	No	No	No	No	No	No	Female	30-34	180	124.74	38.35	No	0	2	4	12
Good	Within the past 2 years	No	No	No	No	No	Yes	No	Female	55-59	163	81.19	30.72	Yes	0	30	20	4
Good	Within the past year	No	No	Yes	Yes	No	No	Yes	Female	80+	160	70.31	27.46	Yes	12	8	16	4
Good	Within the past year	Yes	No	No	Yes	No	No	Yes	Female	70-74	160	88.45	34.54	Yes	0	8	4	2
Fair	Within the past year	No	No	No	No	No	No, pre-diabetes or borderline diabetes	Yes	Female	70-74	157	81.65	32.92	No	0	30	8	0
Very Good	Within the past year	Yes	No	No	No	No	No	No	Female	65-69	157	74.84	30.18	No	0	30	4	1
Excellent	Within the past year	Yes	No	No	No	No	No	Yes	Male	70-74	191	112.49	31	No	0	30	10	15
Fair	Within the past year	No	No	No	No	Yes	Yes	Yes	Male	65-69	180	147.42	45.33	No	0	2	5	10
Very Good	Within the past year	No	No	No	No	No	No, pre-diabetes or borderline diabetes	Yes	Female	70-74	160	83.91	32.77	No	0	30	30	4
Fair	Within the past year	Yes	No	No	No	No	No	Yes	Female	65-69	165	84.82	31.12	Yes	1	60	1	2
Fair	Within the past year	Yes	No	Yes	No	No	No	Yes	Male	70-74	188	102.06	28.89	No	0	30	1	12
Good	Within the past year	Yes	No	No	No	Yes	No	Yes	Female	50-54	160	70.31	27.46	Yes	0	7	2	0
Good	Within the past year	Yes	No	Yes	No	No	No	No	Male	70-74	185	88.45	25.73	No	1	30	12	3
Good	Within the past year	Yes	Yes	No	Yes	No	Yes	Yes	Female	75-79	170	64.41	22.24	No	1	12	4	4
Excellent	Within the past 2 years	Yes	No	No	No	No	No	No	Female	60-64	168	60.78	21.63	No	0	60	30	2
Good	Within the past year	No	No	Yes	No	No	No	Yes	Female	80+	165	70.31	25.79	Yes	3	60	30	8
Good	Within the past year	No	No	Yes	No	No	No	Yes	Female	80+	168	77.11	27.44	No	0	5	8	12
Good	Within the past year	No	No	No	No	No	No	Yes	Female	75-79	165	69.85	25.63	Yes	0	30	30	1
Excellent	Within the past year	No	No	No	No	No	No	No	Female	80+	157	61.23	24.69	No	0	30	8	0
Good	Within the past year	Yes	No	No	No	No	Yes	No	Male	70-74	178	88.45	27.98	Yes	0	5	5	0
Good	Within the past year	No	No	No	No	Yes	No	Yes	Female	70-74	165	77.11	28.29	No	0	3	0	2
Very Good	Within the past year	Yes	No	No	No	No	No	No	Male	55-59	178	88	27.84	No	3	30	20	7
Good	Within the past year	No	No	No	No	No	No	No	Female	55-59	163	81.65	30.9	No	0	30	0	3
Fair	Within the past 2 years	No	No	No	Yes	Yes	No	Yes	Female	55-59	175	90.72	29.53	Yes	0	2	16	16
Excellent	Within the past year	Yes	No	Yes	No	No	No	No	Female	75-79	168	49.9	17.75	No	0	30	30	0
Fair	Within the past year	Yes	No	No	No	Yes	No	Yes	Female	60-64	168	85.28	30.34	Yes	4	0	3	2
Good	Within the past year	No	No	No	Yes	Yes	No	Yes	Female	60-64	163	120.2	45.49	Yes	0	60	30	1
Poor	Within the past year	Yes	No	Yes	No	Yes	No, pre-diabetes or borderline diabetes	Yes	Female	65-69	152	69.4	29.88	No	0	6	6	0
Fair	Within the past year	No	No	No	No	No	Yes	No	Female	80+	163	62.14	23.52	Yes	0	8	30	4
Very Good	Within the past year	Yes	No	No	No	No	No	Yes	Male	70-74	178	88.45	27.98	No	0	8	60	0
Good	Within the past year	Yes	Yes	Yes	No	No	No	Yes	Male	65-69	173	104.33	34.97	No	30	12	5	7
Good	Within the past year	No	No	No	Yes	No	No	No	Male	60-64	170	65.77	22.71	No	0	90	12	0
Very Good	Within the past 2 years	No	No	Yes	No	No	No, pre-diabetes or borderline diabetes	Yes	Male	65-69	178	88.45	27.98	Yes	0	8	12	0
Fair	Within the past 2 years	No	No	No	Yes	No	No	No	Female	80+	152	32.66	14.06	Yes	0	1	0	0
Very Good	Within the past year	Yes	No	No	No	No	No	No	Male	70-74	173	89.81	30.11	Yes	0	28	28	0
Fair	Within the past year	No	No	No	Yes	Yes	No	No	Female	65-69	155	66.68	27.78	Yes	0	16	4	3
Good	Within the past 2 years	Yes	No	No	No	No	No	No	Female	75-79	165	72.57	26.63	No	0	8	0	1
Excellent	Within the past 5 years	Yes	No	No	No	No	No	No	Female	70-74	155	74.84	31.18	Yes	0	20	16	12
Very Good	Within the past year	Yes	No	No	No	No	No	No	Male	45-49	180	86.18	26.5	Yes	4	2	10	15
Excellent	Within the past year	Yes	No	No	No	No	No	No	Male	45-49	175	72.12	23.48	No	5	30	12	8
Excellent	Within the past year	Yes	No	No	No	Yes	No	Yes	Female	70-74	163	60.78	23	No	10	30	30	2
Good	Within the past year	Yes	No	No	No	Yes	No	No	Male	18-24	180	81.65	25.1	No	0	30	2	4
Good	Within the past year	Yes	No	No	No	Yes	No	No	Female	50-54	157	61.23	24.69	Yes	0	8	25	0
Fair	Within the past year	No	No	Yes	No	Yes	Yes	Yes	Female	70-74	165	90.72	33.28	No	0	4	1	4
Fair	Within the past year	No	No	Yes	No	No	No	Yes	Male	75-79	183	87.54	26.18	Yes	0	2	4	4
Very Good	Within the past year	No	No	No	No	No	No	No	Female	60-64	160	62.6	24.45	Yes	0	28	20	1
Fair	Within the past year	No	No	No	No	Yes	No	Yes	Female	65-69	173	75.75	25.39	Yes	20	16	10	0
Poor	Within the past year	No	No	No	Yes	Yes	No	Yes	Female	45-49	152	88.9	38.28	No	0	30	14	28
Good	Within the past year	Yes	No	No	Yes	No	No	No	Female	65-69	175	81.65	26.58	No	0	8	12	0
Good	Within the past year	No	No	No	No	No	No	Yes	Male	60-64	178	92.08	29.13	Yes	0	30	1	2
Good	5 or more years ago	Yes	No	No	No	Yes	No	Yes	Female	45-49	170	81.65	28.19	Yes	17	3	0	1
Fair	Within the past 2 years	Yes	No	No	No	Yes	No	No	Female	55-59	160	72.57	28.34	Yes	4	80	40	12
Good	Within the past year	No	No	No	Yes	Yes	Yes	No	Female	60-64	163	72.57	27.46	Yes	2	30	4	4
Excellent	Within the past 2 years	Yes	No	No	No	No	No	No	Female	55-59	152	56.7	24.41	No	0	30	30	1
Good	Within the past year	No	No	No	No	No	No	No	Female	35-39	168	68.04	24.21	No	0	24	12	12
Good	Within the past year	No	No	No	Yes	No	No	Yes	Female	65-69	173	79.83	26.76	No	0	0	4	0
Very Good	Within the past year	No	No	No	No	No	No	No	Male	60-64	170	61.23	21.14	No	30	16	12	4
Fair	Within the past year	Yes	No	No	No	Yes	No	Yes	Female	55-59	157	63.5	25.61	Yes	0	16	4	4
Excellent	Within the past year	No	No	No	No	No	No	No	Female	65-69	173	86.18	28.89	Yes	0	1	8	0
Good	Within the past year	Yes	No	No	No	Yes	No	Yes	Female	60-64	163	58.97	22.31	Yes	0	30	12	12
Very Good	Within the past year	No	No	No	Yes	No	No	Yes	Female	80+	163	83.91	31.75	No	0	30	4	1
Good	Within the past 2 years	No	No	No	No	No	Yes	Yes	Female	65-69	170	89.81	31.01	Yes	0	3	3	2
Fair	Within the past year	Yes	No	No	No	No	No, pre-diabetes or borderline diabetes	No	Female	80+	170	74.84	25.84	No	0	8	4	0
Fair	Within the past year	Yes	No	No	No	No	No	Yes	Female	80+	168	90.72	32.28	No	0	15	3	5
Very Good	Within the past 2 years	No	No	No	Yes	No	No	Yes	Female	75-79	155	84.82	35.33	No	0	60	8	4
Fair	Within the past year	No	No	No	No	No	No	Yes	Female	70-74	160	72.57	28.34	No	0	12	16	0
Very Good	Within the past year	Yes	Yes	No	No	No	No	Yes	Male	70-74	183	90.72	27.12	Yes	12	10	20	16
Excellent	Within the past 2 years	Yes	No	Yes	No	No	No	No	Female	35-39	165	61.23	22.46	No	0	60	12	1
Excellent	Within the past year	Yes	No	Yes	No	No	No	No	Female	70-74	163	62.14	23.52	No	0	30	8	0
Good	Within the past 5 years	Yes	No	No	Yes	No	No	Yes	Female	80+	168	88.45	31.47	Yes	0	8	2	2
Very Good	Within the past year	No	No	No	No	Yes	No	No	Male	70-74	178	90.72	28.7	Yes	0	12	8	1
Very Good	Within the past year	Yes	Yes	No	Yes	No	No	Yes	Male	75-79	180	114.76	35.29	Yes	0	2	20	0
Very Good	Within the past 2 years	Yes	No	No	No	No	No	No	Female	65-69	160	65.77	25.69	No	4	5	4	2
Fair	Within the past year	No	No	Yes	No	No	Yes	Yes	Male	70-74	183	88	26.31	Yes	0	12	8	4
Good	Within the past year	No	No	No	No	No	No	Yes	Female	75-79	157	81.65	32.92	No	0	12	8	1
Fair	Within the past 2 years	Yes	Yes	No	No	No	No	Yes	Female	80+	155	45.36	18.89	Yes	20	12	16	0
Very Good	Within the past year	Yes	No	No	Yes	No	No	Yes	Female	80+	160	63.5	24.8	No	0	16	0	1
Very Good	Within the past year	Yes	No	No	No	No	No	No	Female	35-39	157	58.97	23.78	No	0	12	16	8

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Cardiovascular Diseases Risk Prediction Dataset

The 2021 BRFSS Dataset from CDC

Dataset Info

Source: Kaggle
Original Size: 4.87 MB
Kaggle Downloads: 30,476
Files: 1

Files

CVD_cleaned.csv

Mirrored from Kaggle

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