univariate: Univariate analysis

Description Usage Arguments

Description

Univariate Analysis - Functional capability to read any file format and provide a tabular exportable format containing :
a. Column Name
b. percentage of values above/below the IQR Limit
c. percentage of values above/below the Mean Limit
d. Concentration - (80 percentage of data is covered by x percent of the Values) - Provides x
e. Priority Metric [Column to be left blank - to be filled by User]
f. Performance Metric [Column to be left blank - to be filled by User]
g. Notes - [Column to be left blank - to be filled by User on any quick observations/annotations]

Usage

1
2
3
uni <- univariate$new(metadata, k = 3)
uni$save(savepath,sheet= "Univariate")
uni$saveplot(savepath ,breaks = NULL)

Arguments

metadata

Specify the metadata generated using the metadata function.

k

The "k" in the outlier detection technique(mean +/- k* stardard deviation). By default k = 3.

savepath

The path of the xlsx file you want to save the analysis in. If the file does not exist it will create a new file of the specified name.

sheet

The name of the worksheet in which the analysis will be outputted.By default the sheet name is "Univariate"

breaks

The number of breaks in the histogram.


nolancardozo13/eda documentation built on May 12, 2019, 8:47 a.m.