Table with descriptive statistics

Table with descriptive statistics

nice_descriptives(
  data,
  round = NULL,
  auto_labels = FALSE,
  title = "Descriptive statistics",
  footnote = NULL,
  file = NULL,
  ...
)

Arguments

data

A data frame

round

Digits for round function

auto_labels

If TRUE, variable names are taken from a label attribute.

Value

A data frame with descriptive statistics

Examples

nice_descriptives(mtcars)



  
Table
Descriptive statistics		
    
Variable
      Valid
      Missing
      Mean
      SD
      Min
      Max
      Range
      Median
      MAD
    
mpg
32
0
20.090625
6.0269481
10.400
33.900
23.500
19.200
5.4114900
cyl
32
0
6.187500
1.7859216
4.000
8.000
4.000
6.000
2.9652000
disp
32
0
230.721875
123.9386938
71.100
472.000
400.900
196.300
140.4763500
hp
32
0
146.687500
68.5628685
52.000
335.000
283.000
123.000
77.0952000
drat
32
0
3.596563
0.5346787
2.760
4.930
2.170
3.695
0.7042350
wt
32
0
3.217250
0.9784574
1.513
5.424
3.911
3.325
0.7672455
qsec
32
0
17.848750
1.7869432
14.500
22.900
8.400
17.710
1.4158830
vs
32
0
0.437500
0.5040161
0.000
1.000
1.000
0.000
0.0000000
am
32
0
0.406250
0.4989909
0.000
1.000
1.000
0.000
0.0000000
gear
32
0
3.687500
0.7378041
3.000
5.000
2.000
4.000
1.4826000
carb
32
0
2.812500
1.6152000
1.000
8.000
7.000
2.000
1.4826000
 Note. MAD is the median average deviation with a consistency adjustment.
    

nice_descriptives(wmisc:::mtcars_labeled, auto_labels = TRUE, round = 2)



  
Table
Descriptive statistics		
    
Variable
      Valid
      Missing
      Mean
      SD
      Min
      Max
      Range
      Median
      MAD
    
Miles/(US) gallon
32
0
20.09
6.03
10.40
33.90
23.50
19.20
5.41
Number of cylinders
32
0
6.19
1.79
4.00
8.00
4.00
6.00
2.97
Displacement (cu.in.)
32
0
230.72
123.94
71.10
472.00
400.90
196.30
140.48
Gross horsepower
32
0
146.69
68.56
52.00
335.00
283.00
123.00
77.10
Rear axle ratio
32
0
3.60
0.53
2.76
4.93
2.17
3.70
0.70
Weight (1000 lbs)
32
0
3.22
0.98
1.51
5.42
3.91
3.33
0.77
1/4 mile time
32
0
17.85
1.79
14.50
22.90
8.40
17.71
1.42
Engine (0 = V-shaped, 1 = straight)
32
0
0.44
0.50
0.00
1.00
1.00
0.00
0.00
Transmission (0 = automatic, 1 = manual)
32
0
0.41
0.50
0.00
1.00
1.00
0.00
0.00
Number of forward gears
32
0
3.69
0.74
3.00
5.00
2.00
4.00
1.48
Number of carburetors
32
0
2.81
1.62
1.00
8.00
7.00
2.00
1.48
 Note. MAD is the median average deviation with a consistency adjustment.