数据概要
统计时间：2023年
说明：
获得的变量：
性别、年龄、身高和体重。
预测指标可以通过肥胖系数bmi进行判断
BMI = 体重[kg] ÷ (身高[m])²
体重过低 BMI<18.5
正常 18.5≤BMI<24
超重 24≤BMI<28
肥胖 28≤BMI
数据指标：
与饮食习惯相关的属性包括：频繁食用高热量食物 （FAVC）、食用蔬菜的频率 （FCVC）、主餐数量 （NCP）、两餐之间的食物消耗频率 （CAEC）、每日饮水量 （CH20） 和饮酒量 （CALC）。与身体状况相关的属性包括：卡路里消耗监测 （SCC）、身体活动频率 （FAF）、使用技术设备的时间 （TUE）、使用的交通工具 （MTRANS）
数据示例：
| 性别(Gender) | Age | Height | Weight | 超重家族史(family_history_with_overweight) | 频繁食用高热量食物 （FAVC） | 食用蔬菜的频率 （FCVC） | 主餐数量 （NCP） | 两餐之间的食物消耗频率 （CAEC） | SMOKE | 每日饮水量 （CH20） | 卡路里消耗监测 （SCC） | 身体活动频率 （FAF） | 使用技术设备的时间 （TUE） | 饮酒量 （CALC） | 使用的交通工具 （MTRANS） | NObeyesdad |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Female | 21 | 1.62 | 64 | yes | no | 2 | 3 | Sometimes | no | 2 | no | 0 | 1 | no | Public_Transportation | Normal_Weight |
| Female | 21 | 1.52 | 56 | yes | no | 3 | 3 | Sometimes | yes | 3 | yes | 3 | 0 | Sometimes | Public_Transportation | Normal_Weight |
| Male | 23 | 1.8 | 77 | yes | no | 2 | 3 | Sometimes | no | 2 | no | 2 | 1 | Frequently | Public_Transportation | Normal_Weight |
| Male | 27 | 1.8 | 87 | no | no | 3 | 3 | Sometimes | no | 2 | no | 2 | 0 | Frequently | Walking | Overweight_Level_I |
| Male | 22 | 1.78 | 89.8 | no | no | 2 | 1 | Sometimes | no | 2 | no | 0 | 0 | Sometimes | Public_Transportation | Overweight_Level_II |
| Male | 29 | 1.62 | 53 | no | yes | 2 | 3 | Sometimes | no | 2 | no | 0 | 0 | Sometimes | Automobile | Normal_Weight |
| Female | 23 | 1.5 | 55 | yes | yes | 3 | 3 | Sometimes | no | 2 | no | 1 | 0 | Sometimes | Motorbike | Normal_Weight |
| Male | 22 | 1.64 | 53 | no | no | 2 | 3 | Sometimes | no | 2 | no | 3 | 0 | Sometimes | Public_Transportation | Normal_Weight |
| Male | 24 | 1.78 | 64 | yes | yes | 3 | 3 | Sometimes | no | 2 | no | 1 | 1 | Frequently | Public_Transportation | Normal_Weight |
| Male | 22 | 1.72 | 68 | yes | yes | 2 | 3 | Sometimes | no | 2 | no | 1 | 1 | no | Public_Transportation | Normal_Weight |
| Male | 26 | 1.85 | 105 | yes | yes | 3 | 3 | Frequently | no | 3 | no | 2 | 2 | Sometimes | Public_Transportation | Obesity_Type_I |
| Female | 21 | 1.72 | 80 | yes | yes | 2 | 3 | Frequently | no | 2 | yes | 2 | 1 | Sometimes | Public_Transportation | Overweight_Level_II |
| Male | 22 | 1.65 | 56 | no | no | 3 | 3 | Sometimes | no | 3 | no | 2 | 0 | Sometimes | Public_Transportation | Normal_Weight |
| Male | 41 | 1.8 | 99 | no | yes | 2 | 3 | Sometimes | no | 2 | no | 2 | 1 | Frequently | Automobile | Obesity_Type_I |
| Male | 23 | 1.77 | 60 | yes | yes | 3 | 1 | Sometimes | no | 1 | no | 1 | 1 | Sometimes | Public_Transportation | Normal_Weight |
| Female | 22 | 1.7 | 66 | yes | no | 3 | 3 | Always | no | 2 | yes | 2 | 1 | Sometimes | Public_Transportation | Normal_Weight |
| Male | 27 | 1.93 | 102 | yes | yes | 2 | 1 | Sometimes | no | 1 | no | 1 | 0 | Sometimes | Public_Transportation | Overweight_Level_II |
| Female | 29 | 1.53 | 78 | no | yes | 2 | 1 | Sometimes | no | 2 | no | 0 | 0 | no | Automobile | Obesity_Type_I |
| Female | 30 | 1.71 | 82 | yes | yes | 3 | 4 | Frequently | yes | 1 | no | 0 | 0 | no | Automobile | Overweight_Level_II |
| Female | 23 | 1.65 | 70 | yes | no | 2 | 1 | Sometimes | no | 2 | no | 0 | 0 | Sometimes | Public_Transportation | Overweight_Level_I |
| Male | 22 | 1.65 | 80 | yes | no | 2 | 3 | Sometimes | no | 2 | no | 3 | 2 | no | Walking | Overweight_Level_II |
| Female | 52 | 1.69 | 87 | yes | yes | 3 | 1 | Sometimes | yes | 2 | no | 0 | 0 | no | Automobile | Obesity_Type_I |
| Female | 22 | 1.65 | 60 | yes | yes | 3 | 3 | Sometimes | no | 2 | no | 1 | 0 | Sometimes | Automobile | Normal_Weight |
| Female | 22 | 1.6 | 82 | yes | yes | 1 | 1 | Sometimes | no | 2 | no | 0 | 2 | Sometimes | Public_Transportation | Obesity_Type_I |
| Male | 21 | 1.85 | 68 | yes | yes | 2 | 3 | Sometimes | no | 2 | no | 0 | 1 | Sometimes | Public_Transportation | Normal_Weight |
| Male | 20 | 1.6 | 50 | yes | no | 2 | 4 | Frequently | yes | 2 | no | 3 | 2 | no | Public_Transportation | Normal_Weight |
| Male | 21 | 1.7 | 65 | yes | yes | 2 | 1 | Frequently | no | 2 | no | 1 | 2 | Always | Walking | Normal_Weight |
| Female | 23 | 1.6 | 52 | no | yes | 2 | 4 | Frequently | no | 2 | no | 2 | 1 | Sometimes | Automobile | Normal_Weight |
| Male | 19 | 1.75 | 76 | yes | yes | 3 | 3 | Sometimes | no | 2 | yes | 3 | 1 | Sometimes | Public_Transportation | Normal_Weight |
数据来源
互联网
更新时间
年度更新