Doc file
t= "C:\\Users\\SONY\\Google Drive\\HOC TAP\\CH 22\\Phan tich du lieu\\Workshop GS Tuan\\Phan tich du lieu va ung dung\\Datasets for practice\\Diabetes data.csv"
db = read.csv(t)
head(db)## id age gender height weight waist hip sysbp diabp active hypertension
## 1 1 76 Female 163 53 90 93 160 90 0 1
## 2 1 40 Female 149 51 74 94 100 60 0 0
## 3 1 51 Female 151 55 91 100 120 80 0 0
## 4 1 43 Female 158 62 78 96 120 80 1 0
## 5 2 72 Female 148 47 91 95 130 60 1 0
## 6 2 44 Male 155 48 69 86 120 80 0 0
## bmi whr diabetes
## 1 19.95 0.97 IFG
## 2 22.97 0.79 Normal
## 3 24.12 0.91 Normal
## 4 24.84 0.81 Normal
## 5 21.46 0.96 IFG
## 6 19.98 0.80 Normal#Mo ta du lieu
library(DescTools)
Desc(db$hip)## -------------------------------------------------------------------------
## db$hip (numeric)
##
## length n NAs unique 0s mean meanCI
## 3e+03 3e+03 1e+01 6e+01 0 9.44e+01 9.41e+01
## 99.7% 0.3% 0.0% 9.47e+01
##
## .05 .10 .25 median .75 .90 .95
## 8.30e+01 8.50e+01 8.90e+01 9.40e+01 1.00e+02 1.04e+02 1.07e+02
##
## range sd vcoef mad IQR skew kurt
## 7.40e+01 7.68e+00 8.14e-02 7.41e+00 1.10e+01 1.47e-01 6.40e-01
##
## lowest : 5.60e+01, 5.80e+01, 6.20e+01, 6.40e+01, 6.70e+01
## highest: 1.19e+02 (3e+00), 1.20e+02 (2e+00), 1.24e+02 (2e+00), 1.26e+02, 1.30e+02