个人饮食习惯及身体状况与体重的关系数据

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)AgeHeightWeight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
Female211.6264yesno23Sometimesno2no01noPublic_TransportationNormal_Weight
Female211.5256yesno33Sometimesyes3yes30SometimesPublic_TransportationNormal_Weight
Male231.877yesno23Sometimesno2no21FrequentlyPublic_TransportationNormal_Weight
Male271.887nono33Sometimesno2no20FrequentlyWalkingOverweight_Level_I
Male221.7889.8nono21Sometimesno2no00SometimesPublic_TransportationOverweight_Level_II
Male291.6253noyes23Sometimesno2no00SometimesAutomobileNormal_Weight
Female231.555yesyes33Sometimesno2no10SometimesMotorbikeNormal_Weight
Male221.6453nono23Sometimesno2no30SometimesPublic_TransportationNormal_Weight
Male241.7864yesyes33Sometimesno2no11FrequentlyPublic_TransportationNormal_Weight
Male221.7268yesyes23Sometimesno2no11noPublic_TransportationNormal_Weight
Male261.85105yesyes33Frequentlyno3no22SometimesPublic_TransportationObesity_Type_I
Female211.7280yesyes23Frequentlyno2yes21SometimesPublic_TransportationOverweight_Level_II
Male221.6556nono33Sometimesno3no20SometimesPublic_TransportationNormal_Weight
Male411.899noyes23Sometimesno2no21FrequentlyAutomobileObesity_Type_I
Male231.7760yesyes31Sometimesno1no11SometimesPublic_TransportationNormal_Weight
Female221.766yesno33Alwaysno2yes21SometimesPublic_TransportationNormal_Weight
Male271.93102yesyes21Sometimesno1no10SometimesPublic_TransportationOverweight_Level_II
Female291.5378noyes21Sometimesno2no00noAutomobileObesity_Type_I
Female301.7182yesyes34Frequentlyyes1no00noAutomobileOverweight_Level_II
Female231.6570yesno21Sometimesno2no00SometimesPublic_TransportationOverweight_Level_I
Male221.6580yesno23Sometimesno2no32noWalkingOverweight_Level_II
Female521.6987yesyes31Sometimesyes2no00noAutomobileObesity_Type_I
Female221.6560yesyes33Sometimesno2no10SometimesAutomobileNormal_Weight
Female221.682yesyes11Sometimesno2no02SometimesPublic_TransportationObesity_Type_I
Male211.8568yesyes23Sometimesno2no01SometimesPublic_TransportationNormal_Weight
Male201.650yesno24Frequentlyyes2no32noPublic_TransportationNormal_Weight
Male211.765yesyes21Frequentlyno2no12AlwaysWalkingNormal_Weight
Female231.652noyes24Frequentlyno2no21SometimesAutomobileNormal_Weight
Male191.7576yesyes33Sometimesno2yes31SometimesPublic_TransportationNormal_Weight

数据来源

互联网

更新时间

年度更新

数据下载

个人饮食习惯及身体状况与体重的关系数据.csv

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