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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
56 | Male | Bachelor's | Unemployed | 6 | 0.4 | 3 | 4 | 2 | 9 | 0 | 0 | null | 0 | 1 | null | 4 | 3 | 7 | 5 | 1 |
69 | Female | Bachelor's | Retired | 8.8 | 2.8 | 6 | 18 | 7 | 6 | 0 | 0 | null | 1 | 0 | null | 1 | 4 | 7 | 4 | 6 |
46 | Female | Master's | Employed | 5.3 | 1.6 | 5 | 5 | 13 | 8 | 0 | 0 | null | 0 | 1 | null | 8 | 7 | 8 | 1 | 1 |
32 | Female | High School | Unemployed | 8.8 | 0.5 | 4 | 6 | 3 | 4 | 1 | 1 | null | 0 | 0 | null | 7 | 4 | 8 | 4 | 4 |
60 | Female | Bachelor's | Retired | 7.2 | 0.7 | 2 | 7 | 15 | 3 | 0 | 0 | null | 1 | 1 | Frequent | 8 | 9 | 5 | 7 | 7 |
25 | Male | Other | Student | 4.4 | 2.8 | 7 | 15 | 1 | 1 | 0 | 0 | Occasional | 0 | 0 | Occasional | 1 | 7 | 1 | 4 | 6 |
38 | Female | Master's | Student | 7.1 | 1.3 | 5 | 1 | 3 | 7 | 0 | 0 | null | 1 | 1 | null | 5 | 1 | 4 | 1 | 8 |
56 | Non-Binary | Master's | Unemployed | 3.3 | 0.5 | 4 | 4 | 10 | 4 | 1 | 1 | null | 0 | 0 | null | 9 | 1 | 4 | 1 | 4 |
36 | Male | Bachelor's | Student | 7.4 | 6.8 | 8 | 1 | 15 | 8 | 0 | 1 | Occasional | 0 | 0 | Occasional | 5 | 4 | 3 | 1 | 9 |
40 | Female | High School | Employed | 7.8 | 2.5 | 9 | 11 | 6 | 3 | 0 | 0 | null | 0 | 0 | null | 3 | 9 | 8 | 5 | 8 |
28 | Male | Other | Retired | 5.6 | 6.3 | 9 | 18 | 20 | 1 | 0 | 0 | Occasional | 0 | 0 | Occasional | 9 | 4 | 3 | 7 | 5 |
28 | Female | High School | Employed | 6.7 | 1.1 | 3 | 14 | 15 | 5 | 0 | 0 | Occasional | 0 | 0 | Frequent | 9 | 5 | 5 | 9 | 6 |
41 | Female | PhD | Employed | 9.4 | 1.3 | 3 | 11 | 7 | 2 | 1 | 0 | Occasional | 1 | 0 | null | 4 | 1 | 2 | 8 | 5 |
70 | Female | PhD | Student | 5.7 | 4.6 | 5 | 10 | 5 | 3 | 1 | 0 | null | 0 | 0 | null | 4 | 2 | 6 | 2 | 6 |
53 | Male | Bachelor's | Employed | 4.9 | 1.5 | 5 | 17 | 4 | 6 | 0 | 0 | null | 0 | 1 | Occasional | 8 | 4 | 6 | 9 | 1 |
57 | Female | Bachelor's | Student | 8.7 | 2.5 | 2 | 4 | 18 | 3 | 0 | 0 | Regular | 0 | 0 | Frequent | 7 | 4 | 8 | 4 | 4 |
41 | Male | Bachelor's | Retired | 9.4 | 0.6 | 1 | 15 | 3 | 3 | 0 | 0 | Occasional | 0 | 1 | null | 5 | 6 | 8 | 5 | 9 |
20 | Male | PhD | Retired | 6.5 | 1.2 | 8 | 16 | 17 | 6 | 0 | 0 | null | 0 | 0 | null | 6 | 6 | 1 | 5 | 4 |
39 | Male | High School | Employed | 8 | 0.3 | 3 | 13 | 18 | 5 | 0 | 1 | null | 0 | 1 | null | 3 | 8 | 5 | 4 | 2 |
70 | Male | High School | Unemployed | 8.5 | 0.5 | 1 | 9 | 18 | 9 | 0 | 0 | null | 0 | 1 | null | 6 | 9 | 2 | 6 | 6 |
19 | Female | Bachelor's | Student | 5.4 | 0 | 1 | 11 | 2 | 1 | 0 | 0 | null | 0 | 0 | Occasional | 8 | 1 | 5 | 1 | 2 |
41 | Female | Other | Student | 5.8 | 0.1 | 2 | 11 | 13 | 3 | 1 | 1 | null | 0 | 1 | Frequent | 9 | 1 | 9 | 2 | 3 |
61 | Female | High School | Employed | 8.3 | 7.6 | 6 | 6 | 15 | 3 | 0 | 0 | null | 1 | 0 | null | 3 | 6 | 4 | 4 | 7 |
47 | Male | PhD | Student | 9 | 0.6 | 6 | 1 | 5 | 6 | 1 | 0 | null | 0 | 1 | Occasional | 8 | 4 | 8 | 4 | 4 |
55 | Female | Master's | Student | 7.3 | 2.2 | 3 | 6 | 3 | 8 | 0 | 0 | Occasional | 0 | 0 | null | 3 | 4 | 1 | 8 | 1 |
19 | Female | Master's | Unemployed | 5.2 | 3.7 | 4 | 13 | 5 | 3 | 0 | 0 | null | 0 | 0 | null | 2 | 1 | 8 | 9 | 9 |
38 | Male | Master's | Unemployed | 9.5 | 1.6 | 2 | 5 | 5 | 3 | 1 | 0 | Occasional | 0 | 0 | null | 5 | 9 | 6 | 4 | 6 |
50 | Non-Binary | Other | Employed | 5.7 | 0.3 | 2 | 15 | 5 | 6 | 0 | 0 | Occasional | 0 | 0 | null | 4 | 3 | 8 | 6 | 9 |
29 | Other | Bachelor's | Unemployed | 6 | 2.6 | 7 | 18 | 3 | 8 | 0 | 1 | null | 1 | 0 | null | 5 | 5 | 6 | 4 | 3 |
39 | Male | PhD | Employed | 7 | 1.8 | 1 | 20 | 3 | 6 | 0 | 0 | Occasional | 0 | 1 | null | 6 | 1 | 3 | 4 | 5 |
61 | Male | Other | Retired | 8.8 | 2.6 | 7 | 14 | 20 | 3 | 0 | 0 | Occasional | 0 | 0 | Occasional | 3 | 8 | 8 | 9 | 9 |
42 | Non-Binary | PhD | Employed | 7.8 | 2.9 | 1 | 15 | 18 | 4 | 1 | 0 | null | 0 | 0 | Occasional | 1 | 3 | 5 | 4 | 6 |
66 | Female | PhD | Retired | 7.1 | 7.4 | 6 | 5 | 20 | 1 | 1 | 0 | null | 0 | 0 | null | 4 | 1 | 5 | 6 | 2 |
44 | Male | Bachelor's | Employed | 7.2 | 1.7 | 3 | 4 | 4 | 8 | 0 | 0 | null | 0 | 0 | null | 6 | 6 | 7 | 9 | 1 |
59 | Female | Master's | Student | 6.6 | 0.8 | 8 | 2 | 1 | 4 | 0 | 0 | Regular | 1 | 0 | null | 2 | 1 | 6 | 3 | 9 |
45 | Female | Bachelor's | Unemployed | 7.3 | 2.1 | 6 | 7 | 16 | 6 | 0 | 0 | Occasional | 0 | 1 | Frequent | 2 | 3 | 9 | 7 | 1 |
33 | Female | Other | Retired | 2.7 | 0.1 | 2 | 10 | 8 | 3 | 0 | 0 | null | 0 | 0 | null | 1 | 5 | 7 | 7 | 5 |
32 | Female | Other | Employed | 6.1 | 4.6 | 8 | 16 | 17 | 6 | 0 | 1 | Occasional | 0 | 0 | null | 9 | 4 | 3 | 1 | 1 |
64 | Female | Other | Unemployed | 6.9 | 0.3 | 5 | 10 | 8 | 9 | 0 | 0 | null | 0 | 0 | null | 3 | 7 | 5 | 2 | 5 |
68 | Male | Bachelor's | Employed | 4.8 | 0.8 | 8 | 18 | 7 | 9 | 0 | 1 | null | 0 | 0 | null | 2 | 6 | 9 | 5 | 5 |
61 | Male | PhD | Unemployed | 7.1 | 3.4 | 8 | 17 | 8 | 3 | 0 | 0 | Occasional | 1 | 1 | null | 4 | 3 | 2 | 8 | 7 |
72 | Female | PhD | Unemployed | 6.2 | 1.8 | 6 | 13 | 12 | 3 | 0 | 0 | null | 0 | 0 | Occasional | 6 | 8 | 1 | 6 | 7 |
69 | Non-Binary | High School | Employed | 9.1 | 1 | 2 | 1 | 16 | 4 | 0 | 1 | Regular | 1 | 0 | Occasional | 1 | 8 | 8 | 7 | 1 |
74 | Male | Other | Retired | 8.9 | 1.3 | 8 | 1 | 12 | 7 | 0 | 0 | Occasional | 0 | 0 | null | 9 | 2 | 8 | 3 | 9 |
20 | Female | PhD | Retired | 5.8 | 3.9 | 6 | 15 | 19 | 3 | 1 | 0 | Occasional | 0 | 0 | null | 9 | 7 | 2 | 6 | 1 |
54 | Female | High School | Student | 6.3 | 0.8 | 6 | 1 | 10 | 8 | 1 | 0 | null | 0 | 0 | null | 8 | 1 | 8 | 9 | 5 |
68 | Female | PhD | Unemployed | 6.4 | 4.1 | 8 | 6 | 7 | 8 | 0 | 0 | Regular | 0 | 0 | Frequent | 6 | 2 | 5 | 3 | 7 |
24 | Female | Other | Student | 5.8 | 0.2 | 1 | 13 | 12 | 6 | 0 | 0 | Regular | 1 | 1 | null | 4 | 8 | 2 | 6 | 8 |
38 | Female | Master's | Student | 6.8 | 3 | 2 | 1 | 20 | 4 | 1 | 1 | null | 0 | 0 | null | 2 | 1 | 7 | 7 | 2 |
26 | Female | Other | Employed | 5.4 | 3.8 | 9 | 5 | 5 | 5 | 1 | 0 | null | 0 | 0 | null | 8 | 2 | 7 | 5 | 1 |
56 | Female | Bachelor's | Employed | 4.8 | 0.4 | 8 | 9 | 16 | 2 | 1 | 1 | null | 1 | 0 | null | 7 | 1 | 3 | 8 | 4 |
35 | Male | PhD | Employed | 7.4 | 1.1 | 7 | 17 | 9 | 6 | 0 | 0 | Occasional | 0 | 0 | null | 4 | 5 | 1 | 8 | 4 |
21 | Female | PhD | Unemployed | 7.4 | 0.4 | 7 | 16 | 7 | 3 | 1 | 0 | Occasional | 1 | 0 | null | 3 | 7 | 4 | 6 | 6 |
42 | Male | Bachelor's | Employed | 5.3 | 2.5 | 5 | 8 | 20 | 6 | 0 | 0 | null | 0 | 1 | null | 6 | 6 | 2 | 7 | 1 |
31 | Male | Bachelor's | Employed | 7.8 | 1.5 | 2 | 17 | 14 | 5 | 1 | 1 | Regular | 0 | 1 | null | 1 | 6 | 4 | 3 | 1 |
67 | Female | Master's | Unemployed | 5.6 | 2 | 6 | 15 | 11 | 2 | 1 | 1 | null | 1 | 0 | null | 2 | 6 | 8 | 7 | 3 |
26 | Male | PhD | Unemployed | 6.9 | 0.4 | 3 | 1 | 7 | 5 | 0 | 0 | Occasional | 0 | 0 | null | 7 | 8 | 2 | 7 | 5 |
43 | Male | PhD | Retired | 7.7 | 0.5 | 4 | 12 | 10 | 5 | 1 | 0 | null | 1 | 0 | null | 3 | 5 | 1 | 4 | 6 |
70 | Female | Master's | Employed | 6.4 | 0.1 | 2 | 5 | 9 | 9 | 0 | 0 | null | 0 | 0 | null | 1 | 7 | 3 | 4 | 5 |
19 | Male | High School | Employed | 7.2 | 0.8 | 2 | 6 | 4 | 8 | 1 | 0 | null | 1 | 1 | null | 2 | 3 | 7 | 3 | 5 |
37 | Male | Master's | Employed | 5.7 | 1.6 | 8 | 1 | 16 | 7 | 0 | 0 | null | 0 | 1 | Frequent | 9 | 9 | 6 | 7 | 9 |
45 | Female | Other | Retired | 6.2 | 3.9 | 8 | 1 | 10 | 3 | 1 | 1 | Occasional | 0 | 1 | null | 7 | 3 | 6 | 5 | 2 |
64 | Female | PhD | Employed | 6.2 | 2.2 | 6 | 10 | 19 | 4 | 0 | 0 | null | 1 | 0 | null | 7 | 6 | 7 | 3 | 1 |
24 | Male | Bachelor's | Retired | 5.4 | 1.1 | 5 | 10 | 17 | 6 | 1 | 0 | null | 0 | 0 | null | 8 | 3 | 8 | 6 | 6 |
61 | Female | Other | Student | 6.2 | 6.1 | 8 | 3 | 9 | 3 | 0 | 0 | null | 0 | 1 | null | 8 | 1 | 3 | 6 | 9 |
25 | Female | PhD | Retired | 4.2 | 2.5 | 4 | 17 | 13 | 9 | 0 | 0 | null | 1 | 1 | null | 9 | 1 | 3 | 6 | 7 |
64 | Female | Master's | Student | 5.8 | 5.3 | 4 | 19 | 1 | 8 | 0 | 0 | Occasional | 0 | 1 | Occasional | 2 | 3 | 8 | 2 | 8 |
52 | Female | Other | Employed | 6.1 | 1.5 | 5 | 11 | 2 | 6 | 1 | 0 | Occasional | 1 | 0 | null | 8 | 4 | 7 | 7 | 5 |
31 | Other | PhD | Student | 6.1 | 0.6 | 1 | 18 | 13 | 4 | 0 | 1 | null | 0 | 0 | null | 8 | 2 | 5 | 7 | 4 |
34 | Female | High School | Retired | 6.1 | 0.1 | 1 | 2 | 9 | 7 | 0 | 0 | null | 0 | 0 | Occasional | 5 | 9 | 4 | 4 | 6 |
53 | Female | High School | Unemployed | 6.4 | 2.6 | 2 | 9 | 7 | 3 | 0 | 0 | null | 0 | 0 | Frequent | 5 | 8 | 6 | 6 | 3 |
67 | Female | Bachelor's | Student | 7.2 | 0.3 | 8 | 17 | 16 | 8 | 1 | 0 | Regular | 0 | 0 | Frequent | 4 | 3 | 9 | 4 | 1 |
57 | Male | PhD | Student | 7.8 | 0.7 | 7 | 14 | 19 | 1 | 0 | 0 | Regular | 0 | 1 | Occasional | 5 | 7 | 6 | 4 | 4 |
21 | Male | High School | Employed | 5.5 | 1.5 | 9 | 4 | 7 | 3 | 0 | 0 | Occasional | 0 | 0 | Frequent | 2 | 4 | 8 | 6 | 9 |
19 | Female | Master's | Retired | 4.7 | 1.7 | 5 | 17 | 6 | 5 | 0 | 1 | Regular | 0 | 0 | null | 2 | 5 | 1 | 9 | 4 |
23 | Female | PhD | Student | 4.9 | 1.8 | 2 | 17 | 18 | 5 | 0 | 0 | Regular | 0 | 1 | null | 5 | 4 | 6 | 7 | 1 |
71 | Female | Master's | Student | 5.8 | 0.4 | 7 | 12 | 19 | 2 | 0 | 1 | Regular | 0 | 0 | null | 3 | 9 | 2 | 2 | 4 |
59 | Male | Master's | Student | 6 | 1 | 8 | 20 | 11 | 8 | 0 | 0 | null | 1 | 1 | Occasional | 1 | 7 | 3 | 6 | 7 |
21 | Female | High School | Student | 5.3 | 1.9 | 7 | 18 | 12 | 5 | 1 | 0 | null | 0 | 0 | Frequent | 9 | 4 | 6 | 5 | 3 |
71 | Male | PhD | Unemployed | 4.6 | 7 | 7 | 3 | 10 | 7 | 1 | 1 | null | 0 | 0 | null | 2 | 8 | 2 | 6 | 6 |
46 | Female | Other | Retired | 5.8 | 2.6 | 5 | 11 | 13 | 7 | 0 | 0 | null | 1 | 1 | null | 2 | 2 | 4 | 8 | 1 |
35 | Female | High School | Employed | 6.8 | 5.1 | 2 | 18 | 12 | 5 | 0 | 1 | Occasional | 0 | 1 | Occasional | 4 | 7 | 6 | 8 | 4 |
43 | Female | High School | Employed | 7.4 | 2.9 | 6 | 4 | 10 | 8 | 0 | 0 | null | 1 | 0 | Frequent | 2 | 1 | 5 | 3 | 3 |
61 | Female | PhD | Unemployed | 5.7 | 1.8 | 4 | 17 | 20 | 9 | 0 | 0 | null | 0 | 1 | null | 7 | 8 | 6 | 9 | 1 |
51 | Female | PhD | Retired | 5.9 | 0.4 | 2 | 18 | 18 | 4 | 1 | 1 | null | 0 | 0 | Frequent | 1 | 6 | 6 | 6 | 3 |
27 | Male | Master's | Student | 5.1 | 2.2 | 9 | 5 | 4 | 4 | 0 | 1 | null | 0 | 0 | null | 2 | 5 | 8 | 7 | 4 |
53 | Female | PhD | Unemployed | 6.5 | 2 | 7 | 14 | 5 | 8 | 0 | 0 | null | 0 | 0 | null | 5 | 9 | 9 | 9 | 5 |
31 | Male | Master's | Retired | 5.2 | 1.8 | 6 | 10 | 5 | 1 | 0 | 0 | Regular | 0 | 0 | null | 2 | 9 | 5 | 7 | 6 |
48 | Female | High School | Student | 7.4 | 1.3 | 5 | 15 | 12 | 4 | 1 | 0 | Occasional | 1 | 1 | null | 9 | 3 | 6 | 9 | 2 |
65 | Female | Bachelor's | Unemployed | 3.8 | 1.5 | 3 | 1 | 3 | 6 | 0 | 1 | Occasional | 0 | 1 | null | 4 | 9 | 6 | 1 | 2 |
32 | Female | Other | Retired | 6 | 0.8 | 4 | 16 | 8 | 4 | 0 | 0 | null | 0 | 1 | Occasional | 9 | 9 | 6 | 1 | 6 |
25 | Female | High School | Employed | 7 | 1.5 | 3 | 11 | 2 | 6 | 0 | 1 | null | 0 | 1 | Occasional | 1 | 2 | 2 | 3 | 5 |
31 | Female | PhD | Employed | 6.8 | 0.4 | 8 | 20 | 18 | 5 | 1 | 0 | null | 0 | 0 | Occasional | 1 | 5 | 4 | 9 | 1 |
40 | Non-Binary | Other | Retired | 10.5 | 3.3 | 3 | 6 | 9 | 9 | 1 | 0 | Regular | 0 | 1 | null | 1 | 2 | 1 | 1 | 3 |
74 | Male | Bachelor's | Employed | 7 | 0.4 | 7 | 16 | 13 | 9 | 0 | 0 | null | 1 | 1 | null | 4 | 1 | 1 | 1 | 5 |
57 | Male | Bachelor's | Retired | 5 | 0.2 | 7 | 2 | 7 | 4 | 0 | 0 | null | 0 | 1 | null | 9 | 7 | 1 | 5 | 2 |
38 | Male | Master's | Student | 6.4 | 1.1 | 7 | 1 | 10 | 4 | 1 | 1 | Occasional | 0 | 1 | null | 8 | 4 | 7 | 8 | 1 |
33 | Male | Other | Retired | 3.8 | 2.1 | 7 | 9 | 9 | 8 | 0 | 0 | null | 0 | 1 | null | 7 | 5 | 1 | 2 | 9 |
62 | Female | Master's | Student | 6.4 | 1.2 | 2 | 12 | 15 | 4 | 0 | 1 | null | 1 | 0 | null | 1 | 4 | 6 | 4 | 5 |
35 | Non-Binary | High School | Unemployed | 5.3 | 0.6 | 3 | 17 | 5 | 2 | 0 | 0 | null | 1 | 1 | null | 3 | 6 | 2 | 6 | 2 |
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Anxiety and Depression Mental Health Factors
A Comprehensive Dataset on Anxiety, Depression, and Related Lifestyle
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- Source: Kaggle
- Original Size: 0.02 MB
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anxiety_depression_data.csv
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