Journal of Healthcare Engineering

Research Article

When Collective Knowledge Meets Crowd Knowledge in a Smart City: A Prediction Method Combining Open Data Keyword Analysis and Case-Based Reasoning

Table 6

Raw data samples from survey (100 samples out of 334).


No	P_GEN	P_AGE	P_AG	P_WEI	P_SOL	P_HOB	P_LOC	C_TEM	C_HUM	C_NOI	C_ACT	C_ILL	C_YD	D_FAT	D_DIA	D_HTD	D_HL	D_CAN	D_SMK	D_ACL	D_INDI	D_DEP	D_INS	D_COLD	D_ALG	D_NEU	D_BP	D_BS	E_ANG	E_STR	E_DEP	E_FTG

1	2	62	6	59	2	2	1	3	3	3	3	3	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	3	3	3	3
2	2	20	2	50	3	1	1	3	2	4	1	4	4	4	1	1	1	1	1	1	5	2	3	1	1	1	4	1	3	3	5	5
3	1	59	5	62	2	1	1	7	7	7	7	7	7	3	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1
4	1	48	4	50	2	3	12	4	4	4	3	4	4	2	2	2	2	2	1	1	5	3	1	1	3	3	1	2	2	4	3	2
5	1	50	5	70	2	1	1	7	6	6	5	6	6	7	6	5	6	7	6	5	6	7	6	6	5	6	6	7	7	6	7	6
6	2	32	3	47	2	1	1	5	5	4	4	4	5	5	1	1	4	1	1	1	5	4	4	3	4	4	4	1	1	2	2	3
7	1	58	5	71	2	3	8	4	4	4	4	4	1	6	3	4	4	1	1	1	5	4	4	5	5	6	6	5	4	5	5	5
8	2	53	5	71	2	3	9	3	3	6	6	6	4	6	5	5	5	2	1	1	6	2	1	1	6	6	6	5	2	2	2	3
9	1	41	4	65	2	1	8	5	5	5	6	5	5	2	2	1	5	1	1	2	3	2	2	2	2	2	4	2	2	2	2	4
10	2	65	6	72	2	1	12	6	6	6	5	6	5	5	5	2	5	1	1	1	3	2	2	2	5	2	6	5	1	1	1	2
11	2	54	5	45	2	1	5	6	5	5	5	5	5	2	5	2	2	2	1	1	2	2	2	2	3	2	2	3	2	2	2	2
12	1	61	6	65	2	3	12	4	4	4	5	4	3	1	1	2	2	1	7	7	5	4	3	3	5	4	4	4	2	3	2	5
13	2	62	6	56	2	4	9	6	6	4	4	6	7	5	1	1	5	1	1	1	1	1	1	1	7	1	5	4	1	1	1	1
14	1	32	3	85	1	2	2	6	6	6	6	6	6	6	1	1	1	1	1	1	3	3	2	1	1	1	7	4	2	4	3	5
15	2	44	4	58	2	2	13	5	4	5	4	4	4	3	1	1	1	1	1	1	1	1	1	4	4	1	1	1	2	3	1	3
16	2	49	4	56	2	3	1	3	3	4	4	4	4	5	1	1	1	1	1	1	3	3	4	4	2	4	4	2	4	4	4	4
17	1	29	2	65	2	1	5	3	3	6	5	5	4	1	1	1	1	1	1	1	3	1	5	1	2	4	1	1	3	4	2	3
18	1	52	5	66	1	2	1	4	4	4	4	4	4	4	3	7	6	1	1	2	2	2	4	2	1	2	5	1	3	3	2	2
19	1	67	6	70	2	3	8	4	4	7	5	4	2	5	1	3	5	1	1	1	3	1	1	1	1	4	7	4	1	3	1	4
20	1	60	6	62	2	1	1	6	6	5	7	6	2	1	6	1	1	1	1	6	1	1	1	5	2	1	1	6	1	3	1	1
21	1	37	3	68	2	2	1	4	4	4	4	5	4	3	3	3	3	4	1	2	3	3	2	3	2	3	4	3	4	4	4	5
22	1	63	6	71	2	3	1	4	5	4	3	5	5	2	2	3	6	2	6	4	6	5	5	3	2	5	4	2	2	5	4	4
23	1	54	5	72	2	2	1	5	5	5	3	6	6	3	6	6	2	1	1	7	1	1	1	1	1	1	6	6	1	1	1	1
24	1	45	4	68	2	1	3	6	6	5	5	5	6	1	1	1	1	1	2	1	1	1	1	1	1	3	1	1	1	1	1	2
25	1	65	6	70	2	2	8	4	4	5	4	4	5	5	2	3	2	1	1	1	3	2	2	2	2	3	3	3	4	4	3	3
26	2	35	3	51	2	3	8	5	4	4	3	4	4	4	4	1	3	1	1	1	3	1	1	1	5	1	1	1	1	4	1	2
27	1	41	4	78	2	1	8	4	4	5	3	5	2	4	2	2	2	2	5	6	2	2	1	3	4	2	3	2	3	5	4	5
28	1	45	4	78	2	1	4	7	7	5	5	6	7	4	4	2	4	2	1	1	1	1	4	2	1	1	6	5	1	1	1	1
29	2	44	4	53	2	2	1	4	4	1	2	5	3	4	1	1	1	1	1	1	4	1	2	1	1	2	1	1	3	3	4	5
30	2	38	3	65	2	2	8	6	6	6	4	6	5	6	1	1	1	1	1	1	1	1	1	1	1	1	4	1	1	1	1	2
31	1	53	5	64	2	2	8	4	4	4	5	4	4	2	1	2	2	1	5	5	1	1	2	1	1	1	2	1	1	1	1	1
32	1	52	5	70	2	1	1	6	6	6	7	7	6	2	4	1	2	1	1	1	1	1	1	1	1	1	4	6	1	1	1	1
33	1	49	4	89	2	2	8	2	2	6	2	6	1	5	1	1	4	1	5	2	1	3	3	1	6	5	7	1	2	5	2	6
34	2	55	5	65	2	2	11	5	5	6	6	6	5	6	4	5	6	1	1	1	1	6	6	1	6	6	6	5	2	3	5	4
35	2	48	4	59	2	2	8	4	4	5	4	5	5	2	1	1	1	1	1	1	1	3	2	4	4	4	1	1	2	2	2	3
36	1	52	5	82	2	2	1	5	5	3	4	5	5	5	2	2	4	2	6	2	4	5	3	3	2	4	7	4	3	3	3	3
37	2	61	6	62	2	2	6	5	6	6	4	6	6	6	1	3	6	1	1	1	2	2	2	4	2	3	7	2	1	2	1	4
38	2	24	2	49	2	1	11	5	5	4	4	5	5	2	1	1	1	1	1	1	4	1	1	1	1	1	4	1	1	2	1	5
39	1	59	5	82	2	3	8	6	5	5	3	5	5	5	5	4	5	2	6	6	1	3	3	3	1	1	5	4	1	2	1	1
40	2	33	3	68	2	2	4	7	7	4	2	5	6	6	1	1	1	1	1	1	1	1	1	1	5	1	1	1	1	1	1	1
41	2	46	4	52	2	3	11	5	5	6	3	5	4	5	1	1	2	1	1	1	3	4	4	4	2	2	2	1	1	6	6	4
42	2	60	6	57	2	2	4	6	6	5	6	6	7	5	2	5	5	2	1	2	5	1	1	2	2	2	6	2	1	1	2	1
43	2	35	3	60	2	1	4	5	5	4	3	6	4	4	4	4	3	2	1	1	4	4	1	5	5	5	4	2	1	2	1	3
44	2	59	5	56	2	2	11	4	4	7	4	7	7	4	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1
45	1	47	4	60	2	1	1	4	4	4	4	4	4	1	1	1	1	1	4	6	1	1	1	1	1	1	1	1	1	3	3	5
46	2	43	4	52	2	2	8	6	6	6	5	5	6	2	1	1	1	1	1	1	1	1	1	2	1	1	1	1	1	1	1	1
47	2	32	3	68	2	2	2	7	7	5	4	7	4	7	1	1	5	1	1	1	6	4	4	2	1	1	4	5	1	2	1	2
48	2	50	5	43	2	1	1	6	6	6	4	6	4	1	2	1	5	1	1	1	5	2	2	1	1	5	1	2	1	5	2	2
49	1	60	6	50	2	2	8	4	4	5	3	4	5	1	1	1	1	1	1	1	2	2	2	1	1	1	1	1	2	3	2	3
50	1	29	2	68	2	1	1	5	5	3	3	5	5	1	1	1	1	1	1	1	5	1	1	1	3	5	1	1	2	2	2	2
51	1	67	6	68	2	2	5	5	5	6	3	4	7	3	3	3	4	2	2	5	3	2	6	3	3	3	5	3	1	1	1	1
52	2	27	2	46	2	2	4	6	6	3	4	6	4	2	1	1	1	1	1	1	1	1	1	1	1	2	3	1	1	3	2	2
53	2	53	5	62	2	3	13	6	6	6	5	6	7	3	3	3	3	3	1	1	1	1	1	1	1	1	1	1	1	1	1	1
54	2	41	4	60	2	1	8	5	5	5	3	4	3	4	1	1	1	1	1	1	2	2	3	1	3	2	1	1	2	2	2	3
55	1	33	3	69	2	1	8	6	6	7	2	7	4	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	6	1	5
56	1	43	4	79	2	2	8	6	5	6	3	6	5	5	4	4	4	3	5	5	3	3	4	3	4	4	4	4	4	3	3	4
57	1	51	5	53	2	1	8	3	4	3	3	5	3	1	1	1	1	1	4	3	2	1	1	1	5	5	1	1	4	5	4	4
58	2	29	2	43	1	3	1	4	4	4	2	3	3	1	1	1	1	1	6	2	5	5	4	1	6	3	4	4	1	1	1	5
59	2	32	3	55	2	1	1	4	4	4	4	4	4	1	1	1	1	1	1	4	3	3	1	1	4	4	4	1	1	4	1	4
60	1	35	3	70	2	2	1	5	5	5	4	5	5	2	2	2	2	2	5	3	4	2	2	3	5	5	4	4	3	4	4	3
61	2	40	4	51	2	1	1	5	4	5	5	4	4	1	1	1	1	1	1	1	5	1	1	1	4	1	4	1	3	2	2	2
62	2	45	4	60	2	1	1	6	6	6	6	6	4	2	3	2	5	4	1	4	5	5	5	5	2	5	2	4	1	5	2	2
63	1	26	2	79	2	3	6	3	3	7	3	3	3	1	1	1	1	1	1	1	1	5	6	5	1	4	7	1	5	6	5	7
64	1	62	6	64	2	2	8	4	5	3	2	6	6	1	4	2	3	2	1	1	3	2	4	3	2	2	5	5	2	3	2	4
65	2	32	3	49	2	3	6	4	2	2	2	4	3	1	1	1	1	1	1	1	1	5	1	1	1	4	4	1	1	4	2	5
66	2	58	5	50	2	2	14	5	5	6	4	4	5	1	1	5	1	1	1	1	4	1	1	1	1	1	1	1	2	2	2	2
67	2	61	6	72	2	1	15	6	6	5	6	5	6	3	3	3	3	1	1	1	4	6	1	6	6	7	6	4	5	5	6	6
68	2	23	2	80	2	1	4	6	3	5	1	4	3	6	1	3	1	1	1	3	6	6	6	5	7	6	1	5	1	5	5	5
69	2	60	6	52	2	1	2	7	7	7	2	7	7	1	1	7	7	1	1	1	4	1	6	1	1	1	1	7	1	1	1	1
70	2	45	4	54	2	2	6	6	6	7	5	6	6	5	5	2	5	1	1	1	1	1	1	1	1	4	5	5	2	6	5	5
71	2	24	2	53	1	2	6	4	4	4	3	4	5	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1
72	1	53	5	69	2	2	4	5	5	5	5	5	5	2	2	1	2	1	4	2	1	1	1	1	1	3	2	2	2	2	1	4
73	2	35	3	60	2	3	14	4	3	3	4	4	3	5	1	1	1	1	1	1	1	1	1	1	1	1	1	1	3	5	4	5
74	2	59	5	57	2	2	1	6	6	4	5	6	6	3	1	1	3	1	1	1	3	1	1	2	1	2	5	1	1	1	1	3
75	2	22	2	53	2	2	8	7	7	7	1	7	7	1	2	1	1	1	1	1	1	1	2	1	1	1	1	1	1	1	1	1
76	2	29	2	70	2	2	12	4	3	2	3	4	2	5	1	1	1	1	1	1	2	2	2	1	3	2	4	3	1	3	2	3
77	1	65	6	60	2	2	1	1	1	7	7	7	1	1	1	1	1	1	5	1	1	1	1	1	1	1	6	1	1	1	1	1
78	1	66	6	68	2	1	15	7	4	6	7	5	7	1	1	1	1	1	1	1	2	4	2	4	5	3	5	1	1	1	1	1
79	1	42	4	54	2	3	8	4	4	4	4	4	4	2	2	2	2	1	1	1	5	4	6	5	3	3	3	2	3	3	3	4
80	1	62	6	62	2	2	7	5	5	5	3	5	5	2	6	2	2	2	2	2	2	2	2	2	2	2	2	6	2	2	2	2
81	2	20	2	60	2	2	4	6	5	4	5	5	2	6	1	1	1	1	1	1	4	5	4	6	6	6	4	4	5	2	2	2
82	1	35	3	75	2	2	8	6	4	5	6	5	4	5	1	1	1	1	7	6	2	1	3	4	1	5	5	1	1	2	1	5
83	2	30	3	61	2	3	11	5	5	5	5	6	5	2	1	1	1	1	1	1	1	2	1	1	1	1	1	1	2	5	5	5
84	1	42	4	57	2	1	1	4	4	4	4	4	5	1	2	4	6	1	1	2	3	5	5	1	2	3	3	3	5	5	5	5
85	2	31	3	75	2	1	1	7	7	1	4	7	7	7	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1
86	2	19	2	46	2	3	15	3	4	3	2	2	2	1	1	1	1	1	1	1	1	3	3	1	4	1	1	1	2	3	5	5
87	2	25	2	70	2	1	8	7	7	2	2	5	2	7	6	1	6	5	7	7	7	3	3	7	1	7	7	6	1	6	4	7
88	1	38	3	87	2	2	12	5	5	6	4	5	5	5	4	1	2	1	6	2	1	1	1	2	1	1	2	1	1	2	1	1
89	1	51	5	80	2	2	11	3	3	4	4	4	4	6	4	4	4	4	4	4	5	4	4	4	4	4	6	4	3	4	4	4
90	1	64	6	74	2	2	8	4	4	5	5	5	4	6	6	5	5	4	1	3	3	5	5	5	3	4	4	3	5	5	5	5
91	2	34	3	55	2	2	1	5	5	5	3	5	5	1	1	1	1	1	1	1	1	1	1	1	2	1	4	1	1	4	2	2
92	1	59	5	62	2	2	1	5	5	4	3	5	3	1	2	3	3	2	5	3	2	1	2	3	2	1	3	3	1	2	2	2
93	1	37	3	78	1	1	1	5	5	5	5	6	5	5	1	1	1	1	4	1	4	1	4	1	1	1	5	1	5	5	4	5
94	2	51	5	58	2	3	5	3	3	5	6	5	5	4	1	1	1	1	1	1	3	3	6	2	1	2	1	1	1	2	2	3
95	1	35	3	72	2	2	8	5	5	5	6	5	5	2	1	1	1	1	1	1	1	1	1	1	1	1	1	1	2	2	1	3
96	1	38	3	74	1	3	1	4	4	5	4	4	4	4	3	4	3	3	2	5	4	5	3	3	3	5	4	4	4	5	5	4
97	2	60	6	58	2	2	1	4	5	5	5	6	6	3	1	1	2	1	1	1	1	1	1	1	3	2	1	1	3	3	3	3
98	2	51	5	57	2	2	8	5	5	5	6	5	4	5	1	1	5	1	1	1	5	4	1	1	5	1	5	3	2	2	2	3
99	2	60	6	54	2	1	8	4	4	5	3	4	4	4	2	4	5	3	2	2	2	2	2	4	2	2	4	2	2	4	2	3
100	2	65	6	55	2	2	3	5	4	6	6	5	3	2	2	1	5	1	1	4	2	4	6	4	4	4	4	4	3	6	6	5

Note. P_Gen = gender, P_Age = age, P_AG = age group, P_WEI = weight, P_SOL = solitude, P_HOB = hobby, P_LOC = location, C_TEM = temperature, C_HUM = humidity, C_NOI = noise, C_ACT = activity, C_ILL = illumination, C_YD = yellow dust, D_FAT = fat, D_DIA = diabetes, D_HTD = heart disease, D_HL = hyperlipidemia, D_CAN = cancer, D_SMK = smoking addiction, D_ACL = alcohol addiction, D_INDI = indigestion, D_DEP = depression, D_INS = insomnia, D_COLD = cold, D_ALG = allergy, D_NEU = neurosis, D_BP = blood pressure, D_BS = blood sugar, E_ANG = current anger level, E_STR = current stress level, E_DEP = current depression level, and E_FTG = current fatigue level.