Chart 1: Bar graph between males and females showing the frequency of level of obesity

Analysis

• Women exhibit higher prevalence rates of being underweight, whereas men tend to have higher rates in the overweight and obese categories.
• Similar proportions are observed in the normal weight and overweight level I categories across genders.
• ***Notably, the prevalence of Obesity Type II and Type III appears abnormal, reflecting the influence of synthetic data, which accounts for a substantial 77% of the dataset. This synthetic generation might have introduced biases, urging caution in interpreting these specific categories. Despite these limitations, our examination offers valuable insights into the obesity landscape across Mexico, Peru, and Colombia.

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