Age int64 | Gender string | Education_Level string | Employment_Status string | Sleep_Hours float64 | Physical_Activity_Hrs float64 | Social_Support_Score int64 | Anxiety_Score int64 | Depression_Score int64 | Stress_Level int64 | Family_History_Mental_Illness int64 | Chronic_Illnesses int64 | Medication_Use string | Therapy int64 | Meditation int64 | Substance_Use string | Financial_Stress int64 | Work_Stress int64 | Self_Esteem_Score int64 | Life_Satisfaction_Score int64 | Loneliness_Score int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
64 | Male | Other | Retired | 7.9 | 1.6 | 9 | 15 | 12 | 2 | 0 | 0 | null | 0 | 1 | Occasional | 9 | 2 | 6 | 1 | 4 |
70 | Male | High School | Unemployed | 5.7 | 0.9 | 3 | 19 | 1 | 1 | 0 | 1 | null | 1 | 1 | null | 9 | 8 | 6 | 4 | 3 |
41 | Male | Master's | Employed | 6.3 | 5.4 | 2 | 10 | 12 | 5 | 1 | 0 | null | 0 | 0 | Frequent | 5 | 4 | 3 | 4 | 7 |
43 | Female | Other | Student | 5.5 | 5.1 | 9 | 12 | 6 | 6 | 0 | 0 | Occasional | 1 | 0 | null | 6 | 8 | 8 | 9 | 1 |
42 | Female | Master's | Retired | 9.1 | 1.4 | 9 | 14 | 19 | 9 | 0 | 0 | Regular | 0 | 1 | Frequent | 6 | 3 | 4 | 9 | 4 |
62 | Male | Other | Unemployed | 6 | 0.8 | 4 | 9 | 19 | 5 | 1 | 1 | null | 0 | 0 | null | 4 | 5 | 7 | 6 | 7 |
58 | Non-Binary | Master's | Student | 9.2 | 2.7 | 9 | 13 | 16 | 6 | 0 | 1 | Regular | 0 | 1 | null | 1 | 3 | 4 | 8 | 5 |
46 | Female | Bachelor's | Student | 7.7 | 0.1 | 3 | 3 | 19 | 6 | 0 | 0 | null | 0 | 0 | null | 5 | 7 | 1 | 4 | 4 |
32 | Male | Master's | Employed | 7.2 | 1.3 | 7 | 14 | 3 | 3 | 0 | 1 | null | 0 | 0 | Occasional | 1 | 3 | 6 | 8 | 4 |
62 | Female | Bachelor's | Employed | 7.1 | 0.8 | 7 | 10 | 10 | 4 | 1 | 0 | null | 0 | 0 | null | 1 | 8 | 5 | 3 | 2 |
18 | Female | Master's | Student | 7.1 | 5.1 | 8 | 16 | 18 | 1 | 1 | 0 | Occasional | 0 | 0 | null | 5 | 9 | 9 | 2 | 8 |
42 | Male | Other | Student | 3.6 | 0 | 4 | 7 | 13 | 4 | 1 | 1 | null | 1 | 0 | Occasional | 5 | 2 | 9 | 6 | 4 |
24 | Male | Other | Retired | 6.1 | 1.6 | 3 | 4 | 18 | 1 | 1 | 0 | Occasional | 0 | 0 | null | 7 | 3 | 8 | 5 | 2 |
26 | Male | Other | Student | 7.8 | 2.7 | 3 | 20 | 3 | 5 | 0 | 1 | Occasional | 0 | 0 | null | 2 | 7 | 7 | 8 | 9 |
41 | Male | PhD | Retired | 6.4 | 1.3 | 5 | 11 | 3 | 8 | 0 | 0 | null | 0 | 0 | null | 6 | 5 | 2 | 1 | 7 |
18 | Female | High School | Student | 4.4 | 0.2 | 1 | 16 | 12 | 8 | 1 | 0 | Occasional | 1 | 0 | null | 2 | 7 | 8 | 3 | 3 |
61 | Non-Binary | Other | Employed | 6.4 | 7.2 | 3 | 20 | 20 | 5 | 0 | 0 | Regular | 1 | 0 | null | 5 | 2 | 3 | 7 | 7 |
25 | Male | Bachelor's | Retired | 9.1 | 1.5 | 6 | 4 | 7 | 2 | 0 | 0 | null | 0 | 0 | null | 4 | 4 | 6 | 4 | 1 |
41 | Male | Other | Unemployed | 8.4 | 1.9 | 3 | 17 | 8 | 6 | 0 | 1 | null | 0 | 1 | null | 5 | 1 | 7 | 5 | 1 |
28 | Male | PhD | Employed | 6.4 | 0.5 | 5 | 13 | 9 | 1 | 0 | 0 | Occasional | 0 | 0 | null | 2 | 5 | 6 | 8 | 4 |
68 | Male | Bachelor's | Retired | 7.9 | 1.3 | 9 | 11 | 14 | 7 | 1 | 0 | Occasional | 0 | 0 | Occasional | 8 | 8 | 5 | 1 | 4 |
34 | Female | PhD | Retired | 6 | 1.1 | 2 | 3 | 5 | 4 | 0 | 0 | null | 0 | 1 | null | 8 | 1 | 4 | 1 | 4 |
25 | Male | Bachelor's | Unemployed | 3.9 | 0.2 | 2 | 9 | 19 | 5 | 0 | 0 | null | 1 | 0 | null | 6 | 7 | 2 | 7 | 9 |
52 | Male | Master's | Retired | 5.1 | 0.2 | 6 | 6 | 16 | 6 | 1 | 1 | null | 0 | 1 | null | 3 | 7 | 9 | 9 | 6 |
52 | Male | High School | Student | 8.8 | 3.6 | 6 | 11 | 12 | 1 | 0 | 0 | null | 0 | 1 | null | 4 | 7 | 7 | 4 | 3 |
50 | Female | High School | Unemployed | 6.1 | 0.5 | 8 | 16 | 4 | 9 | 0 | 0 | null | 0 | 0 | null | 1 | 1 | 7 | 8 | 6 |
22 | Male | PhD | Employed | 6.1 | 0.4 | 2 | 19 | 8 | 4 | 0 | 1 | Regular | 0 | 0 | null | 9 | 3 | 4 | 7 | 2 |
59 | Female | High School | Employed | 6.1 | 1.4 | 9 | 5 | 7 | 8 | 1 | 0 | Occasional | 0 | 0 | null | 5 | 2 | 5 | 2 | 2 |
56 | Male | PhD | Student | 9.4 | 2.9 | 2 | 14 | 15 | 5 | 1 | 1 | null | 0 | 0 | Frequent | 8 | 5 | 6 | 5 | 7 |
58 | Female | PhD | Employed | 8.9 | 0.1 | 1 | 17 | 6 | 8 | 1 | 0 | Occasional | 0 | 0 | null | 3 | 2 | 2 | 9 | 3 |
45 | Female | PhD | Retired | 9.8 | 1.7 | 2 | 3 | 5 | 1 | 1 | 0 | Regular | 1 | 0 | null | 4 | 5 | 4 | 9 | 7 |
24 | Male | High School | Retired | 6.3 | 0.3 | 7 | 4 | 14 | 8 | 0 | 1 | null | 0 | 1 | null | 4 | 5 | 4 | 3 | 3 |
26 | Male | PhD | Student | 6.9 | 0.1 | 8 | 16 | 13 | 4 | 1 | 0 | null | 0 | 0 | null | 8 | 4 | 4 | 3 | 2 |
25 | Female | High School | Employed | 4.2 | 0.1 | 5 | 16 | 10 | 2 | 1 | 0 | null | 1 | 0 | Occasional | 9 | 7 | 7 | 2 | 4 |
29 | Non-Binary | PhD | Employed | 8.7 | 3.6 | 6 | 4 | 18 | 6 | 0 | 0 | Occasional | 0 | 1 | null | 3 | 6 | 7 | 7 | 4 |
51 | Female | Other | Student | 4.7 | 0.3 | 1 | 19 | 4 | 2 | 0 | 0 | null | 0 | 0 | null | 7 | 2 | 7 | 6 | 3 |
50 | Female | PhD | Unemployed | 6.8 | 0.1 | 6 | 17 | 8 | 5 | 1 | 0 | Regular | 0 | 0 | null | 9 | 4 | 7 | 5 | 9 |
65 | Non-Binary | Bachelor's | Employed | 4.9 | 1.2 | 8 | 13 | 11 | 2 | 1 | 1 | null | 0 | 0 | null | 2 | 7 | 2 | 7 | 6 |
72 | Female | PhD | Unemployed | 5.6 | 3.7 | 3 | 1 | 17 | 3 | 1 | 0 | null | 0 | 0 | null | 4 | 9 | 5 | 4 | 5 |
40 | Male | Master's | Employed | 5.2 | 0.6 | 1 | 12 | 18 | 6 | 1 | 0 | null | 0 | 1 | null | 3 | 9 | 2 | 5 | 6 |
41 | Non-Binary | PhD | Employed | 5.6 | 1.1 | 4 | 4 | 11 | 1 | 0 | 1 | null | 0 | 0 | null | 8 | 3 | 5 | 9 | 8 |
54 | Male | Bachelor's | Employed | 5.7 | 0.1 | 1 | 11 | 16 | 6 | 0 | 0 | Occasional | 0 | 0 | null | 4 | 1 | 6 | 9 | 5 |
52 | Female | Bachelor's | Employed | 5.7 | 1.2 | 8 | 5 | 12 | 3 | 0 | 0 | Regular | 0 | 0 | null | 9 | 9 | 3 | 4 | 4 |
61 | Male | High School | Retired | 7.8 | 1.7 | 5 | 2 | 13 | 7 | 0 | 1 | null | 1 | 0 | null | 1 | 8 | 6 | 6 | 7 |
57 | Male | Other | Unemployed | 4.8 | 1.7 | 1 | 17 | 16 | 2 | 1 | 1 | Regular | 0 | 0 | null | 1 | 7 | 5 | 2 | 5 |
39 | Male | PhD | Unemployed | 6.8 | 0.8 | 8 | 8 | 1 | 6 | 0 | 0 | Regular | 1 | 1 | null | 4 | 6 | 4 | 3 | 4 |
44 | Female | High School | Employed | 8.3 | 0.8 | 9 | 6 | 16 | 8 | 0 | 0 | null | 0 | 1 | Frequent | 3 | 7 | 9 | 9 | 5 |
52 | Male | Other | Employed | 5.7 | 0.2 | 2 | 9 | 15 | 1 | 0 | 0 | Occasional | 0 | 0 | null | 3 | 9 | 8 | 6 | 4 |
18 | Male | PhD | Unemployed | 5.4 | 0.9 | 9 | 13 | 6 | 9 | 0 | 0 | null | 0 | 0 | Frequent | 2 | 6 | 7 | 8 | 8 |
52 | Male | Master's | Retired | 6.2 | 0.2 | 8 | 11 | 12 | 5 | 0 | 0 | null | 0 | 1 | null | 2 | 3 | 1 | 5 | 8 |
54 | Female | PhD | Student | 8.3 | 2.9 | 7 | 16 | 8 | 5 | 0 | 1 | null | 0 | 0 | Occasional | 8 | 3 | 9 | 2 | 1 |
64 | Non-Binary | Bachelor's | Student | 6.8 | 6.8 | 3 | 16 | 7 | 5 | 0 | 1 | Occasional | 0 | 0 | null | 1 | 4 | 9 | 7 | 3 |
31 | Female | Bachelor's | Unemployed | 5.7 | 7 | 2 | 2 | 2 | 6 | 0 | 1 | null | 0 | 0 | null | 8 | 8 | 6 | 6 | 4 |
20 | Female | Master's | Employed | 7.2 | 4 | 7 | 10 | 12 | 2 | 1 | 0 | Regular | 0 | 0 | Occasional | 3 | 9 | 7 | 2 | 2 |
18 | Female | High School | Employed | 4.8 | 1.8 | 5 | 12 | 14 | 6 | 0 | 1 | Regular | 1 | 0 | Occasional | 2 | 8 | 3 | 6 | 5 |
22 | Female | Other | Retired | 7.5 | 2.4 | 6 | 8 | 16 | 4 | 0 | 0 | null | 0 | 1 | null | 9 | 2 | 5 | 8 | 8 |
43 | Male | PhD | Student | 7.1 | 0.7 | 4 | 11 | 11 | 8 | 0 | 0 | null | 0 | 1 | null | 5 | 4 | 7 | 1 | 2 |
72 | Male | Bachelor's | Retired | 6 | 2 | 2 | 10 | 20 | 9 | 0 | 0 | null | 0 | 0 | null | 5 | 4 | 1 | 4 | 9 |
31 | Male | High School | Student | 5.2 | 1.2 | 9 | 13 | 9 | 9 | 0 | 0 | null | 1 | 0 | Frequent | 6 | 2 | 1 | 1 | 7 |
56 | Male | Master's | Unemployed | 5.2 | 1.3 | 3 | 17 | 10 | 8 | 1 | 1 | null | 1 | 1 | null | 4 | 8 | 5 | 2 | 6 |
44 | Male | Bachelor's | Student | 7.3 | 2.8 | 7 | 7 | 17 | 3 | 1 | 0 | null | 1 | 0 | null | 7 | 3 | 9 | 1 | 8 |
26 | Female | Master's | Retired | 8.3 | 0.7 | 8 | 3 | 12 | 4 | 0 | 0 | null | 0 | 1 | Occasional | 7 | 2 | 7 | 6 | 2 |
32 | Male | PhD | Retired | 5.5 | 0.8 | 2 | 20 | 6 | 1 | 0 | 1 | null | 0 | 0 | Occasional | 9 | 7 | 1 | 6 | 5 |
32 | Female | Other | Retired | 7.2 | 5.2 | 6 | 13 | 19 | 9 | 1 | 0 | null | 0 | 0 | null | 6 | 1 | 5 | 1 | 4 |
43 | Female | Bachelor's | Unemployed | 3.4 | 0.1 | 8 | 19 | 11 | 5 | 1 | 1 | null | 0 | 0 | null | 1 | 6 | 8 | 4 | 8 |
59 | Male | Bachelor's | Student | 5.6 | 1.3 | 7 | 7 | 9 | 6 | 0 | 0 | Occasional | 1 | 1 | Frequent | 9 | 3 | 8 | 4 | 1 |
30 | Female | PhD | Student | 6.5 | 4.9 | 3 | 9 | 6 | 3 | 0 | 0 | Regular | 0 | 0 | null | 9 | 3 | 2 | 8 | 3 |
68 | Female | High School | Retired | 5.1 | 1.9 | 1 | 19 | 16 | 8 | 0 | 1 | null | 1 | 0 | Occasional | 5 | 5 | 7 | 6 | 8 |
49 | Male | Other | Student | 5.1 | 1.6 | 6 | 13 | 20 | 7 | 0 | 0 | null | 0 | 0 | null | 7 | 3 | 5 | 2 | 5 |
56 | Female | Bachelor's | Employed | 5.5 | 0.6 | 8 | 8 | 16 | 1 | 0 | 0 | null | 1 | 1 | null | 1 | 4 | 9 | 5 | 4 |
66 | Female | Other | Employed | 6.9 | 0.8 | 6 | 18 | 6 | 5 | 0 | 0 | null | 0 | 1 | null | 4 | 3 | 3 | 4 | 6 |
69 | Female | Bachelor's | Employed | 6.2 | 3.8 | 5 | 2 | 5 | 9 | 0 | 0 | null | 0 | 1 | null | 4 | 7 | 1 | 4 | 5 |
49 | Female | Other | Student | 3.1 | 1.6 | 8 | 18 | 4 | 6 | 0 | 0 | Occasional | 0 | 1 | Occasional | 5 | 3 | 4 | 8 | 3 |
21 | Female | Master's | Unemployed | 3.3 | 1.4 | 2 | 18 | 2 | 8 | 1 | 0 | Regular | 0 | 0 | null | 6 | 4 | 7 | 5 | 5 |
47 | Female | Bachelor's | Unemployed | 5.6 | 0.2 | 1 | 11 | 6 | 1 | 1 | 0 | null | 0 | 0 | null | 4 | 2 | 1 | 3 | 4 |
54 | Male | Other | Unemployed | 7.2 | 0 | 1 | 1 | 9 | 7 | 0 | 1 | Occasional | 0 | 0 | null | 6 | 2 | 2 | 4 | 1 |
40 | Male | High School | Unemployed | 2.4 | 6.6 | 4 | 14 | 17 | 3 | 1 | 0 | null | 0 | 0 | null | 7 | 9 | 5 | 1 | 1 |
56 | Male | Master's | Employed | 5.8 | 0.9 | 6 | 16 | 14 | 9 | 0 | 0 | null | 0 | 1 | null | 3 | 1 | 9 | 6 | 7 |
62 | Female | Master's | Employed | 5.7 | 1.8 | 9 | 11 | 7 | 6 | 1 | 0 | null | 0 | 1 | null | 9 | 1 | 1 | 4 | 4 |
32 | Male | High School | Retired | 8.6 | 0.2 | 1 | 1 | 19 | 5 | 0 | 1 | null | 0 | 0 | null | 8 | 1 | 4 | 6 | 1 |
60 | Female | Other | Student | 5.9 | 2.3 | 1 | 7 | 1 | 8 | 0 | 1 | null | 1 | 1 | Occasional | 1 | 3 | 3 | 2 | 6 |
46 | Female | PhD | Student | 7.1 | 5.4 | 5 | 16 | 20 | 8 | 0 | 0 | null | 1 | 1 | Occasional | 2 | 2 | 5 | 5 | 1 |
53 | Female | High School | Unemployed | 6.7 | 1.7 | 5 | 14 | 15 | 3 | 0 | 1 | null | 0 | 0 | null | 2 | 3 | 5 | 9 | 8 |
30 | Non-Binary | Other | Employed | 3.3 | 0.3 | 5 | 15 | 18 | 2 | 1 | 0 | null | 0 | 0 | null | 9 | 5 | 2 | 8 | 9 |
49 | Female | High School | Unemployed | 7.7 | 1.7 | 6 | 14 | 3 | 2 | 0 | 0 | Occasional | 0 | 0 | null | 9 | 9 | 5 | 3 | 3 |
24 | Female | High School | Retired | 6.8 | 2.9 | 8 | 11 | 18 | 5 | 0 | 0 | Regular | 0 | 0 | null | 9 | 2 | 9 | 1 | 7 |
68 | Male | Bachelor's | Student | 7.3 | 1 | 3 | 16 | 2 | 7 | 0 | 0 | null | 0 | 0 | Occasional | 1 | 1 | 5 | 3 | 5 |
39 | Female | Other | Student | 12.4 | 4.2 | 9 | 19 | 10 | 8 | 0 | 0 | null | 0 | 0 | null | 7 | 6 | 2 | 8 | 3 |
45 | Male | PhD | Unemployed | 3.4 | 2.1 | 1 | 17 | 11 | 8 | 0 | 0 | null | 0 | 0 | null | 3 | 3 | 7 | 3 | 5 |
19 | Male | Bachelor's | Retired | 9.1 | 4.6 | 4 | 6 | 3 | 8 | 0 | 1 | Regular | 0 | 1 | null | 9 | 7 | 6 | 5 | 7 |
59 | Female | High School | Student | 6.1 | 2 | 9 | 11 | 7 | 3 | 1 | 1 | null | 0 | 0 | null | 8 | 6 | 7 | 2 | 7 |
62 | Female | High School | Retired | 6.9 | 0.3 | 8 | 17 | 8 | 2 | 1 | 0 | null | 0 | 0 | null | 3 | 7 | 8 | 1 | 9 |
74 | Male | High School | Retired | 6.4 | 0.7 | 9 | 9 | 19 | 4 | 1 | 0 | null | 0 | 1 | null | 1 | 5 | 5 | 5 | 8 |
70 | Female | Other | Unemployed | 5.9 | 0.5 | 1 | 18 | 18 | 1 | 0 | 0 | null | 0 | 0 | null | 9 | 1 | 2 | 5 | 4 |
23 | Female | Other | Employed | 5.6 | 4.8 | 9 | 17 | 13 | 3 | 1 | 0 | null | 0 | 0 | Frequent | 1 | 3 | 7 | 6 | 5 |
45 | Female | Bachelor's | Unemployed | 7 | 2.9 | 3 | 12 | 13 | 9 | 0 | 0 | Regular | 0 | 1 | Occasional | 3 | 3 | 7 | 2 | 5 |
45 | Female | PhD | Employed | 4.2 | 2.3 | 9 | 5 | 19 | 7 | 0 | 0 | Regular | 0 | 0 | Occasional | 6 | 7 | 8 | 9 | 2 |
61 | Female | Bachelor's | Retired | 7.6 | 0.7 | 1 | 11 | 12 | 7 | 0 | 0 | null | 1 | 1 | Frequent | 6 | 3 | 7 | 2 | 7 |
61 | Other | Master's | Employed | 5.9 | 0.4 | 1 | 4 | 17 | 1 | 1 | 1 | null | 0 | 0 | null | 4 | 5 | 7 | 2 | 7 |
37 | Female | High School | Retired | 4.8 | 2.8 | 9 | 4 | 12 | 7 | 1 | 0 | null | 0 | 0 | Occasional | 2 | 4 | 9 | 5 | 9 |
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