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Artificial Intelligence in Health Synthetic data for obesity level prediction

Figure 6. Distribution of food consumption between meals

Figure 7. Distribution of smoking

Figure 8. Distribution of daily water consumption

(14.9%) reported using technological devices for more alcohol use, and one participant (0.2%) indicated consistent
than 5 h/day. daily alcohol consumption.
As illustrated in Figure 12, 273 individuals (54.8%) Regarding transportation preferences, the data indicate
reported occasional alcohol consumption, while 179 a predominant reliance on public transportation, with
individuals (35.9%) stated that they never consumed 326 individuals (65.5%) selecting this option. Automobile
alcohol. In addition, 45 individuals (9%) reported frequent use ranks second, preferred by 99 individuals (19.9%).

Volume 2 Issue 4 (2025) 56 doi: 10.36922/AIH025140027