Description Usage Format Source References Examples
The Body data set consists of 507 observations on 24 predictor variables including age, weight, hight and 21 body dimensions. All the 507 observations are on individuals, 247 men and 260 women, in the age of twenties and thirties with a small number of old people. The class variable is gender having two categories male and female.
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A data frame with 507 observations recorded on the following 25 variables.
Biacrom
The diameter of Biacrom taken in centimeter.
Biiliac
"Pelvic breadth" measured in centimeter.
Bitro
Bitrochanteric whole diameter measured in centimeter.
ChestDp
The depth of Chest of a person in centimeter between sternum and spine at nipple level.
ChestD
The diameter of Chest of a person in centimeter at nipple level.
ElbowD
The sum of diameters of two Elbows in centimeter.
WristD
Sum of two Wrists diameters in centimeter.
KneeD
The sum of the diameters of two Knees in centimeter.
AnkleD
The sum of the diameters of two Ankles in centimeter.
ShoulderG
The wideness of shoulder in centimeter.
ChestG
The circumference of chest centimeter taken at nipple line for males and just above breast tissue for females.
WaistG
The circumference of Waist in centimeter taken as the average of contracted and relaxed positions at the narrowest part.
AbdG
Girth of Abdomin in centimeter at umbilicus and iliac crest, where iliac crest is taken as a landmark.
HipG
Girth of Hip in centimeter at level of bitrochanteric diameter.
ThighG
Average of left and right Thigh girths in centimeter below gluteal fold.
BicepG
Average of left and right Bicep girths in centimeter.
ForearmG
Average of left and right Forearm girths, extended, palm up.
KneeG
Average of left and right Knees girths over patella, slightly flexed position.
CalfG
Average of right and left Calf maximum girths.
AnkleG
Average of right and left Ankle minimum girths.
WristG
Average of left and right minimum circumferences of Wrists.
Age
Age in years
Weight
Weight in kilogram
Height
Height in centimeter
Gender
Binary response with two categories; 1 - male, 0 - female
Heinz, G., Peterson, L.J., Johnson, R.W. and Kerk, C.J. (2003), “Exploring Relationships in Body Dimensions”, Journal of Statistics Education , 11.
Hurley, C. (2012), “ gclus: Clustering Graphics”, R package version 1.3.1, https://CRAN.R-project.org/package=gclus.
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'data.frame': 507 obs. of 25 variables:
$ Biacrom : num 42.9 43.7 40.1 44.3 42.5 43.3 43.5 44.4 43.5 42 ...
$ Biiliac : num 26 28.5 28.2 29.9 29.9 27 30 29.8 26.5 28 ...
$ Bitro : num 31.5 33.5 33.3 34 34 31.5 34 33.2 32.1 34 ...
$ ChestDp : num 17.7 16.9 20.9 18.4 21.5 19.6 21.9 21.8 15.5 22.5 ...
$ ChestD : num 28 30.8 31.7 28.2 29.4 31.3 31.7 28.8 27.5 28 ...
$ ElbowD : num 13.1 14 13.9 13.9 15.2 14 16.1 15.1 14.1 15.6 ...
$ WristD : num 10.4 11.8 10.9 11.2 11.6 11.5 12.5 11.9 11.2 12 ...
$ KneeD : num 18.8 20.6 19.7 20.9 20.7 18.8 20.8 21 18.9 21.1 ...
$ AnkleD : num 14.1 15.1 14.1 15 14.9 13.9 15.6 14.6 13.2 15 ...
$ ShoulderG: num 106 110 115 104 108 ...
$ ChestG : num 89.5 97 97.5 97 97.5 ...
$ WaistG : num 71.5 79 83.2 77.8 80 82.5 82 76.8 68.5 77.5 ...
$ AbdG : num 74.5 86.5 82.9 78.8 82.5 80.1 84 80.5 69 81.5 ...
$ HipG : num 93.5 94.8 95 94 98.5 95.3 101 98 89.5 99.8 ...
$ ThighG : num 51.5 51.5 57.3 53 55.4 57.5 60.9 56 50 59.8 ...
$ BicepG : num 32.5 34.4 33.4 31 32 33 42.4 34.1 33 36.5 ...
$ ForearmG : num 26 28 28.8 26.2 28.4 28 32.3 28 26 29.2 ...
$ KneeG : num 34.5 36.5 37 37 37.7 36.6 40.1 39.2 35.5 38.3 ...
$ CalfG : num 36.5 37.5 37.3 34.8 38.6 36.1 40.3 36.7 35 38.6 ...
$ AnkleG : num 23.5 24.5 21.9 23 24.4 23.5 23.6 22.5 22 22.2 ...
$ WristG : num 16.5 17 16.9 16.6 18 16.9 18.8 18 16.5 16.9 ...
$ Age : num 21 23 28 23 22 21 26 27 23 21 ...
$ Weight : num 65.6 71.8 80.7 72.6 78.8 74.8 86.4 78.4 62 81.6 ...
$ Height : num 174 175 194 186 187 ...
$ Gender : int 1 1 1 1 1 1 1 1 1 1 ...
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