📊
DataSkimmer.jl
A Julia package that summarises tabular data in the REPL.
Language: Julia
Source code: GitHub
A Julia package that gives a summary of a tabular dataset in the REPL. Based on the skimr R package.
Installation
From the Julia REPL, type ]
to enter the Pkg REPL:
add DataSkimmer
Or run from the Julia REPL:
import Pkg
Pkg.add("DataSkimmer")
Example
using DataSkimmer
using RDatasets
iris = dataset("datasets", "iris")
skim(iris)
n_rows 150
n_columns 5
n_categorical 1
n_numeric 4
Name Type Missings Complete Mean Std. Min. Med. Max. Hist.
SepalLength Float64 0 100.0% 5.84 0.83 4.3 5.8 7.9 ▂▃▃▂▁
SepalWidth Float64 0 100.0% 3.06 0.44 2.0 3.0 4.4 ▁▃▄▂▁
PetalLength Float64 0 100.0% 3.76 1.77 1.0 4.35 6.9 ▃▁▂▃▁
PetalWidth Float64 0 100.0% 1.2 0.76 0.1 1.3 2.5 ▃▁▃▂▂
Name Type Missings Complete
Species CategoricalValue{String,UInt8} 0 100.0%