ExpData

This function used to produce the metadata information and data summary

Exploratory analysis on any input data describing the structure and the relationships present in the data. The package automatically select the variable and does related descriptive statistics. Analyzing information value, weight of evidence, custom tables, summary statistics, graphical techniques will be performed for both numeric and categorical predictors.

Dayanand Ubrangala

SmartEDA

Summarize and Explore the Data

Dayanand Ubrangala 

Kiran R

Ravi Prasad Kondapalli

Sayan Putatunda

ExpData function

<dl><dt>data</dt>
<dd>a data frame</dd>
<dt>type</dt>
<dd>Type 1 is overall data summary; Type 2 is variable level summary</dd>
<dt>fun</dt>
<dd>to add any additional statistics into metadata type 2 output, for example: mean, sum, etc..</dd></dl>

Arguments

Function to generate data dictionary of a data frame — ExpData

<dl>

<dt>data</dt>
<dd>a data frame</dd>


<dt>type</dt>
<dd>Type 1 is overall data summary; Type 2 is variable level summary</dd>


<dt>fun</dt>
<dd>to add any additional statistics into metadata type 2 output, for example: mean, sum, etc..</dd>

</dl>

ExpData: Function to generate data dictionary of a data frame

Description

Usage

Arguments

Details

Examples