Testing the package summarytools

library('summarytools')

Standard settings

dfSummary(iris)

Data Frame Summary
iris
Dimensions: 150 x 5
Duplicates: 1

No	Variable	Stats / Values	Freqs (% of Valid)	Graph	Valid	Missing
1	Sepal.Length [numeric]	Mean (sd) : 5.8 (0.8) min < med < max: 4.3 < 5.8 < 7.9 IQR (CV) : 1.3 (0.1)	35 distinct values	. . : : : : : : : : : : : : : : : : : : : : : : : :	150 (100.0%)	0 (0.0%)
2	Sepal.Width [numeric]	Mean (sd) : 3.1 (0.4) min < med < max: 2 < 3 < 4.4 IQR (CV) : 0.5 (0.1)	23 distinct values	: : . : : : : : . . : : : : : :	150 (100.0%)	0 (0.0%)
3	Petal.Length [numeric]	Mean (sd) : 3.8 (1.8) min < med < max: 1 < 4.3 < 6.9 IQR (CV) : 3.5 (0.5)	43 distinct values	: : . : : : : . : : : : : . : : . : : : : : .	150 (100.0%)	0 (0.0%)
4	Petal.Width [numeric]	Mean (sd) : 1.2 (0.8) min < med < max: 0.1 < 1.3 < 2.5 IQR (CV) : 1.5 (0.6)	22 distinct values	: : : . . : : : : : . : : : : : . : : :	150 (100.0%)	0 (0.0%)
5	Species [factor]	1. setosa 2. versicolor 3. virginica	50 (33.3%) 50 (33.3%) 50 (33.3%)	IIIIII IIIIII IIIIII	150 (100.0%)	0 (0.0%)

With images

dfSummary(iris,
          plain.ascii  = FALSE, 
          style        = "grid", 
          graph.magnif = 0.75, 
          valid.col    = FALSE,
          tmp.img.dir  = "plots")

temporary images written to '/Users/seb/Documents/Projects/00_websites/sbloggel/posts/2024-09-17-testing-the-package-summarytools/plots'

Data Frame Summary

iris

Dimensions: 150 x 5
Duplicates: 1

No	Variable	Stats / Values	Freqs (% of Valid)	Graph	Missing
1	Sepal.Length [numeric]	Mean (sd) : 5.8 (0.8) min < med < max: 4.3 < 5.8 < 7.9 IQR (CV) : 1.3 (0.1)	35 distinct values		0 (0.0%)
2	Sepal.Width [numeric]	Mean (sd) : 3.1 (0.4) min < med < max: 2 < 3 < 4.4 IQR (CV) : 0.5 (0.1)	23 distinct values		0 (0.0%)
3	Petal.Length [numeric]	Mean (sd) : 3.8 (1.8) min < med < max: 1 < 4.3 < 6.9 IQR (CV) : 3.5 (0.5)	43 distinct values		0 (0.0%)
4	Petal.Width [numeric]	Mean (sd) : 1.2 (0.8) min < med < max: 0.1 < 1.3 < 2.5 IQR (CV) : 1.5 (0.6)	22 distinct values		0 (0.0%)
5	Species [factor]	1. setosa 2. versicolor 3. virginica	50 (33.3%) 50 (33.3%) 50 (33.3%)		0 (0.0%)