Table 2.
The ANOVA testing results of features on the depressive state feature.
| Features | sum_sq | Degree of freedom (df) | F | PR(> F) | p < 0.05 |
|---|---|---|---|---|---|
| Age_group | 1.16 | 2.0 | 2.43 | 0.088265 | False |
| Gender | 4.03 | 1.0 | 16.99 | 0.000039 | True |
| Dependant | 1.78 | 1.0 | 7.46 | 0.006357 | False |
| Is_Employed | 1.45 | 1.0 | 6.09 | 0.013683 | True |
| Is_Medically_Insured | 4.06 | 1.0 | 17.14 | 0.000036 | True |
| Visit_Gym | 0.6 | 1.0 | 2.55 | 0.110682 | True |
| Week_Days_sleep_time_avg | 2.29 | 1.0 | 9.61 | 0.001956 | True |
| Body_Composition | 2.00 | 1.0 | 8.43 | 0.003717 | True |
| Educational_Level | 1.60 | 1.0 | 6.71 | 0.009626 | False |
| Economic_Status | 0.015 | 1.0 | 0.06 | 0.800787 | False |
| Duration_of_daily_exercise | 5.10 | 1.0 | 21.59 | 0.000004 | True |
| Duration_of_daily_walking | 5.52 | 1.0 | 23.4 | 0.000001 | True |
| Smoking_Habit | 0.18 | 1.0 | 0.78 | 0.3763 | False |
| Habit_of_Snus | 0.04 | 1.0 | 0.02 | 0.895631 | False |
| Habit_of_Alcohol | 0.2 | 1.0 | 0.84 | 0.360532 | False |
| Habit_of_Energy_Drinks | 1.42 | 1.0 | 5.97 | 0.014653 | True |
| Habit_of_Paan_Masala | 2.19 | 1.0 | 9.23 | 0.002407 | True |
| Mobile_Application_for_Activity_Tracking | 0.67 | 1.0 | 2.80 | 0.093994 | False |
| Mobile_Application_for_Diet_Tracking | 0.98 | 1.0 | 4.10 | 0.04296 | True |
| Social_Participation_Type | 0.54 | 1.0 | 2.27 | 0.131359 | False |
| Social_Participation_Duration | 0.00005 | 1.0 | 0.0002 | 0.988741 | False |
| Consumption_of_Vegetables | 2.4 | 1.0 | 10.12 | 0.001492 | True |
| Consumption_of_Fruits | 2.4 | 1.0 | 10.03 | 0.001563 | True |
| Consumption_of_Junk_Fried_Foods | 2.6 | 1.0 | 10.3 | 0.000964 | True |
| Consumption_of_Sweets | 0.21 | 1.0 | 0.88 | 0.347617 | False |
| Consumption_of_Red_Meat | 0.03 | 1.0 | 0.13 | 0.718481 | False |
| Consumption_of_BBQ_Foods | 0.20 | 1.0 | 0.84 | 0.35713 | False |
| Consumption_of_Discritionary_Foods | 0.32 | 1.0 | 1.33 | 0.248305 | False |
| Existing_Health_Problems | 0.77 | 1.0 | 3.26 | 0.071111 | False |
| Hospitalization_History | 0.84 | 1.0 | 3.55 | 0.059593 | False |
| Regular_Physician_Consultation | 0.04 | 1.0 | 0.17 | 0.684259 | False |
| Negative_Lifestyle | 2.55 | 1.0 | 10.7 | 0.001073 | True |
| Skipping_Diet | 4.04 | 1.0 | 17.04 | 0.000038 | True |
| Food_Type | 0.58 | 1.0 | 2.41 | 0.120297 | False |
| WFH_for_COVID | 2.26 | 1.0 | 9.5 | 0.002054 | True |
| Sedentary_Lifestyle_due_to_COVID | 0.25 | 1.0 | 1.05 | 0.305577 | False |
| Unhealthy_Lifestyle_due_to_COVID | 0.08 | 1.0 | 0.35 | 0.554336 | False |
| Addiction_due_to_COVID | 4.44 | 1.0 | 18.73 | 0.000016 | True |