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