Datasets:

ysamide
/

AlzheimersPrediction

Dataset card Viewer Files Files and versions Community

Split (1)

train · 74.3k rows

Country stringclasses 20 values	Age int64 50 94	Gender stringclasses 2 values	Education Level int64 0 19	BMI float64 18.5 35	Physical Activity Level stringclasses 3 values	Smoking Status stringclasses 3 values	Alcohol Consumption stringclasses 3 values	Diabetes stringclasses 2 values	Hypertension stringclasses 2 values	Cholesterol Level stringclasses 2 values	Family History of Alzheimer’s stringclasses 2 values	Cognitive Test Score int64 30 99	Depression Level stringclasses 3 values	Sleep Quality stringclasses 3 values	Dietary Habits stringclasses 3 values	Air Pollution Exposure stringclasses 3 values	Employment Status stringclasses 3 values	Marital Status stringclasses 3 values	Genetic Risk Factor (APOE-ε4 allele) stringclasses 2 values	Social Engagement Level stringclasses 3 values	Income Level stringclasses 3 values	Stress Levels stringclasses 3 values	Urban vs Rural Living stringclasses 2 values	Alzheimer’s Diagnosis stringclasses 2 values
Italy	62	Male	7	34.5	Medium	Current	Occasionally	No	Yes	High	No	59	Low	Average	Average	High	Employed	Married	No	Medium	Medium	Medium	Urban	No
Canada	64	Male	16	26.7	Low	Former	Never	No	Yes	Normal	Yes	99	High	Average	Average	High	Employed	Married	Yes	High	High	Low	Rural	Yes
India	82	Male	19	21.9	High	Never	Occasionally	Yes	No	Normal	Yes	42	High	Average	Healthy	Low	Retired	Single	No	Medium	Low	Low	Urban	Yes
Russia	84	Female	17	31.5	High	Never	Occasionally	No	No	Normal	Yes	69	Medium	Average	Average	High	Retired	Single	No	High	Low	Medium	Rural	Yes
Japan	55	Female	4	20.6	Medium	Current	Occasionally	Yes	Yes	High	Yes	65	High	Poor	Unhealthy	High	Unemployed	Single	No	Medium	High	Medium	Urban	No
France	82	Female	17	30.9	High	Former	Regularly	No	No	Normal	No	77	Medium	Average	Unhealthy	High	Employed	Widowed	No	Low	Medium	Medium	Urban	Yes
France	80	Male	19	26.2	Medium	Former	Occasionally	No	No	Normal	No	30	High	Average	Average	Low	Unemployed	Single	No	High	High	High	Rural	Yes
Canada	86	Female	17	20.4	Low	Never	Occasionally	No	Yes	Normal	Yes	91	Medium	Average	Unhealthy	High	Unemployed	Single	No	Low	Low	Low	Rural	Yes
India	52	Male	15	28.1	Low	Former	Never	Yes	Yes	Normal	No	91	Medium	Average	Unhealthy	Low	Retired	Widowed	No	Medium	Low	Low	Urban	No
France	63	Female	16	24.8	Low	Never	Occasionally	No	Yes	Normal	No	94	High	Average	Healthy	Medium	Employed	Married	Yes	Low	High	High	Rural	No
South Africa	50	Male	16	23.5	Medium	Current	Regularly	No	Yes	Normal	Yes	57	Medium	Poor	Healthy	Medium	Unemployed	Married	Yes	Medium	Medium	Medium	Urban	Yes
Argentina	83	Male	5	20.7	Medium	Current	Regularly	No	Yes	Normal	No	81	Medium	Good	Average	High	Unemployed	Widowed	No	Low	Low	High	Rural	No
Saudi Arabia	89	Male	2	22.7	Medium	Former	Never	Yes	Yes	Normal	Yes	51	Low	Good	Unhealthy	Medium	Unemployed	Widowed	Yes	Low	High	Medium	Rural	No
Italy	79	Female	17	20.6	Medium	Never	Never	No	No	Normal	No	34	Medium	Average	Unhealthy	Medium	Retired	Single	No	Medium	High	Low	Urban	Yes
Mexico	89	Female	1	18.7	Medium	Current	Never	No	Yes	High	Yes	30	Low	Good	Unhealthy	High	Retired	Married	Yes	Medium	Low	Low	Rural	Yes
China	55	Female	0	29.5	Low	Former	Occasionally	No	No	High	No	88	High	Average	Healthy	Medium	Unemployed	Single	No	Low	High	High	Rural	Yes
Sweden	59	Male	18	24.1	Low	Current	Regularly	No	No	High	Yes	52	High	Average	Average	High	Unemployed	Married	No	High	High	Low	Urban	No
Norway	82	Female	6	21.6	Medium	Former	Regularly	No	No	Normal	Yes	68	High	Poor	Average	High	Retired	Single	No	Medium	Medium	Low	Urban	Yes
Italy	63	Male	10	25.9	Low	Current	Regularly	Yes	No	Normal	No	64	Low	Poor	Healthy	Medium	Employed	Single	No	Low	Medium	High	Rural	No
UK	61	Female	5	30.5	Medium	Current	Never	Yes	No	Normal	No	38	Low	Average	Unhealthy	Low	Unemployed	Single	No	High	High	Medium	Rural	No
Sweden	56	Female	1	21.4	Medium	Current	Regularly	No	No	High	No	85	High	Good	Unhealthy	Medium	Unemployed	Widowed	No	Low	High	Medium	Rural	No
Australia	54	Female	4	25	Low	Current	Occasionally	No	No	Normal	Yes	96	Low	Average	Unhealthy	High	Unemployed	Single	No	Low	Medium	Medium	Rural	No
South Korea	72	Female	8	25.4	Medium	Former	Occasionally	No	No	Normal	No	89	Low	Average	Unhealthy	Low	Unemployed	Married	Yes	Low	Medium	Medium	Rural	Yes
USA	87	Female	7	18.9	High	Never	Occasionally	No	No	Normal	No	68	High	Average	Unhealthy	Low	Unemployed	Single	No	Medium	High	Medium	Urban	Yes
Brazil	76	Female	15	19.3	Low	Former	Regularly	No	No	Normal	No	97	Medium	Good	Average	Low	Unemployed	Widowed	No	Low	Medium	High	Urban	No
India	62	Female	15	21.9	Low	Current	Occasionally	Yes	Yes	Normal	No	92	Low	Good	Unhealthy	Low	Retired	Married	No	Low	Low	Low	Rural	No
Argentina	54	Female	17	28	Low	Never	Occasionally	Yes	Yes	Normal	No	91	Low	Good	Average	High	Retired	Single	No	Low	High	Medium	Rural	No
Sweden	53	Male	13	26.6	Low	Never	Never	Yes	No	Normal	Yes	67	Low	Poor	Average	High	Unemployed	Married	No	Medium	Medium	Low	Urban	Yes
Mexico	59	Male	16	23.4	Low	Former	Occasionally	No	No	Normal	No	60	High	Average	Average	High	Retired	Widowed	No	Low	Medium	Medium	Urban	No
Italy	94	Male	8	23.1	High	Never	Occasionally	No	No	Normal	No	32	High	Good	Unhealthy	High	Employed	Single	No	High	Medium	Medium	Urban	No
UK	78	Female	17	20.1	High	Former	Occasionally	No	No	Normal	No	48	High	Poor	Average	High	Retired	Married	No	Medium	High	Medium	Rural	No
UK	62	Male	18	32.4	High	Current	Occasionally	No	No	Normal	No	76	Low	Average	Healthy	Medium	Employed	Single	No	Low	High	High	Urban	No
Mexico	69	Male	7	28.8	High	Current	Regularly	No	Yes	Normal	Yes	53	High	Average	Average	Medium	Retired	Widowed	No	Low	Medium	High	Rural	No
UK	75	Male	0	18.7	High	Never	Never	Yes	No	Normal	No	87	High	Poor	Healthy	High	Employed	Widowed	No	Medium	High	Medium	Urban	No
India	88	Male	8	33.2	High	Former	Occasionally	No	Yes	Normal	No	56	High	Good	Healthy	Medium	Retired	Single	No	High	Medium	High	Urban	No
India	61	Male	15	30.9	Low	Current	Occasionally	No	Yes	High	No	89	High	Average	Unhealthy	Low	Employed	Widowed	Yes	High	Medium	High	Rural	Yes
Russia	67	Female	5	32.3	Medium	Current	Occasionally	No	Yes	Normal	No	68	High	Good	Healthy	Low	Retired	Single	No	Medium	Low	Low	Urban	No
China	78	Male	18	19	Low	Current	Occasionally	No	Yes	High	No	59	Medium	Poor	Healthy	High	Unemployed	Widowed	No	High	Low	Medium	Urban	No
Norway	77	Female	12	24.3	Medium	Former	Occasionally	No	No	High	No	74	Low	Good	Unhealthy	Low	Unemployed	Married	No	High	High	High	Rural	Yes
France	84	Female	10	25.2	Medium	Former	Regularly	No	No	Normal	No	33	Low	Poor	Average	Low	Employed	Married	No	Medium	Medium	Low	Urban	No
China	54	Female	2	21.9	High	Never	Never	No	Yes	Normal	Yes	72	High	Average	Average	Medium	Employed	Married	No	High	Medium	Medium	Urban	No
Spain	51	Male	19	32.5	Low	Former	Never	No	No	Normal	Yes	88	Low	Poor	Healthy	Medium	Retired	Single	No	Low	Medium	Low	Urban	Yes
Japan	57	Female	15	32.2	High	Never	Occasionally	No	Yes	Normal	Yes	46	Low	Poor	Healthy	Medium	Unemployed	Widowed	Yes	Low	Medium	High	Urban	Yes
Norway	82	Female	1	21.8	Medium	Former	Regularly	No	Yes	Normal	No	74	High	Poor	Healthy	High	Employed	Widowed	No	High	High	Medium	Urban	No
Argentina	65	Male	8	29.8	Low	Never	Occasionally	No	No	High	Yes	60	High	Good	Unhealthy	High	Unemployed	Widowed	No	Low	Low	Low	Rural	No
South Africa	72	Female	6	33.5	High	Never	Never	No	Yes	Normal	No	43	High	Poor	Average	High	Retired	Widowed	No	High	Low	Medium	Urban	No
China	65	Male	0	28	High	Former	Never	No	Yes	Normal	No	84	Low	Good	Average	High	Employed	Single	No	High	Medium	Medium	Rural	No
UK	56	Male	13	20.1	Low	Never	Occasionally	No	Yes	Normal	Yes	88	Medium	Poor	Average	High	Unemployed	Married	No	High	Low	High	Rural	No
South Africa	72	Male	3	29.3	High	Never	Occasionally	No	No	High	No	66	High	Average	Unhealthy	Low	Employed	Widowed	No	High	Low	High	Urban	No
Russia	80	Female	14	23.2	High	Former	Occasionally	No	No	Normal	No	95	Low	Good	Healthy	High	Unemployed	Single	Yes	Low	Medium	High	Rural	Yes
UK	65	Female	15	29.8	Medium	Former	Never	No	No	Normal	No	54	Medium	Average	Unhealthy	High	Employed	Married	Yes	Medium	High	Low	Rural	Yes
Argentina	84	Female	16	27.3	Medium	Former	Never	No	Yes	Normal	Yes	41	Medium	Average	Unhealthy	Medium	Unemployed	Single	No	High	High	High	Urban	Yes
Germany	84	Male	5	31.1	Low	Former	Regularly	Yes	No	Normal	No	85	High	Average	Average	Medium	Employed	Widowed	No	Low	Medium	High	Rural	No
China	51	Male	17	18.7	Low	Never	Occasionally	No	Yes	Normal	No	94	Low	Good	Unhealthy	Low	Employed	Widowed	Yes	High	Medium	Medium	Rural	Yes
Spain	76	Female	11	19.4	Low	Never	Never	Yes	No	Normal	No	61	Low	Poor	Healthy	Low	Unemployed	Widowed	No	Low	High	High	Rural	No
Argentina	68	Female	2	22.9	High	Former	Regularly	Yes	No	High	No	96	Low	Poor	Average	Medium	Retired	Married	No	Low	Medium	Medium	Urban	No
Mexico	87	Male	13	21.3	Low	Never	Never	No	Yes	High	No	64	Medium	Average	Healthy	High	Retired	Single	No	Low	Low	Medium	Rural	Yes
Germany	53	Female	6	29.1	Medium	Never	Never	Yes	Yes	Normal	No	68	Medium	Poor	Unhealthy	Low	Retired	Single	No	High	High	Low	Rural	No
Brazil	91	Female	4	21.6	Low	Current	Occasionally	No	No	Normal	Yes	59	Low	Good	Unhealthy	Medium	Unemployed	Single	No	Medium	Low	High	Rural	No
USA	92	Female	5	33.7	Medium	Former	Occasionally	No	Yes	High	No	55	Medium	Good	Healthy	Medium	Employed	Single	No	Low	Medium	Medium	Urban	No
Saudi Arabia	75	Male	5	29.9	Low	Never	Never	No	No	Normal	No	56	Medium	Average	Healthy	Low	Retired	Single	No	Medium	Medium	Low	Rural	No
Brazil	52	Male	7	28.4	Medium	Never	Regularly	No	Yes	Normal	No	87	High	Average	Average	Medium	Unemployed	Single	No	High	Medium	High	Rural	No
UK	54	Female	19	34.7	High	Current	Occasionally	Yes	No	Normal	No	58	Medium	Poor	Healthy	High	Unemployed	Widowed	No	High	Low	Medium	Urban	No
Sweden	54	Male	16	26.7	Low	Former	Regularly	No	Yes	Normal	No	44	Low	Poor	Average	Medium	Employed	Widowed	No	Medium	Medium	Medium	Urban	No
Saudi Arabia	82	Female	12	32	Low	Former	Never	Yes	Yes	High	No	87	Medium	Good	Average	High	Employed	Married	Yes	Low	Medium	Medium	Urban	Yes
Canada	81	Male	12	24.3	High	Current	Never	No	No	High	No	36	Medium	Good	Average	High	Retired	Married	No	High	High	High	Urban	No
Argentina	64	Female	18	29.1	Medium	Current	Never	No	No	Normal	No	95	Low	Good	Unhealthy	High	Unemployed	Married	No	High	Medium	Low	Rural	No
Italy	73	Female	12	26.8	High	Former	Never	No	No	Normal	No	46	High	Poor	Average	High	Unemployed	Married	No	Medium	Medium	Medium	Urban	No
Saudi Arabia	72	Male	13	30.4	High	Former	Occasionally	No	Yes	Normal	No	65	High	Good	Unhealthy	Medium	Employed	Widowed	No	High	Medium	Low	Rural	Yes
Saudi Arabia	82	Female	16	27.8	High	Never	Regularly	No	No	High	Yes	94	Low	Good	Healthy	Low	Unemployed	Widowed	Yes	Low	Low	Medium	Urban	Yes
Norway	55	Male	5	21.7	High	Former	Occasionally	Yes	No	High	No	97	High	Average	Average	Low	Retired	Single	No	Low	Medium	Medium	Urban	No
South Africa	63	Female	18	31.6	Medium	Current	Occasionally	Yes	Yes	Normal	No	35	Medium	Good	Unhealthy	Medium	Retired	Widowed	No	High	High	High	Urban	No
UK	80	Male	18	26.1	High	Former	Occasionally	No	No	Normal	Yes	83	High	Average	Healthy	High	Employed	Single	No	Medium	High	Low	Urban	Yes
Norway	75	Female	6	18.9	Medium	Current	Occasionally	No	No	High	Yes	88	Low	Poor	Healthy	Medium	Retired	Single	No	High	Medium	High	Rural	No
Saudi Arabia	89	Female	6	32.7	Low	Former	Occasionally	No	No	Normal	No	49	Medium	Average	Healthy	High	Unemployed	Single	No	Low	High	Medium	Urban	No
Argentina	53	Female	0	27.4	Low	Current	Never	No	No	Normal	No	32	Low	Good	Average	Low	Employed	Married	No	Low	Medium	Medium	Rural	No
Argentina	68	Female	15	21.6	Medium	Current	Occasionally	No	Yes	Normal	No	47	Low	Good	Healthy	Low	Retired	Single	No	Low	High	Medium	Urban	No
Spain	50	Female	12	19.3	Low	Never	Never	No	Yes	Normal	No	45	Low	Good	Average	Medium	Employed	Widowed	No	Low	High	Low	Rural	No
Russia	60	Female	3	22.6	High	Former	Never	No	No	High	No	42	Medium	Poor	Average	High	Unemployed	Widowed	No	Medium	High	Medium	Rural	No
UK	58	Male	18	30.6	Low	Never	Occasionally	Yes	No	Normal	No	42	Low	Poor	Average	Medium	Unemployed	Single	No	Medium	High	High	Rural	No
Spain	57	Female	13	28.2	Medium	Never	Regularly	No	No	High	Yes	61	Low	Good	Healthy	Low	Employed	Single	Yes	High	Low	Low	Rural	No
Brazil	73	Female	7	29	Low	Never	Regularly	No	No	High	No	97	High	Good	Healthy	Low	Employed	Widowed	No	Low	Low	High	Rural	No
Norway	57	Female	1	31.7	Low	Current	Regularly	No	No	Normal	No	46	Low	Average	Average	Low	Unemployed	Single	No	Low	Medium	Medium	Urban	No