description

Generate extensive description of a data set.

Do most of the painful data preparation for a data science project with a minimum amount of code; Take advantages of 'data.table' efficiency and use some algorithmic trick in order to perform data preparation in a time and RAM efficient way.

Emmanuel-Lin Toulemonde

dataPreparation

Automated Data Preparation

description function

<dl><dt>data_set</dt>
<dd>Matrix, data.frame or data.table</dd>
<dt>level</dt>
<dd>Level of description (0: generic, 1: column by column)
(numeric, default to 1)</dd>
<dt>path_to_write</dt>
<dd>Path where the report should be written (character, default to NULL)</dd>
<dt>verbose</dt>
<dd>Should the algorithm talk? (Logical, default to TRUE)</dd></dl>

Arguments

Describe data set — description

<dl>

<dt>data_set</dt>
<dd>Matrix, data.frame or data.table</dd>


<dt>level</dt>
<dd>Level of description (0: generic, 1: column by column)
(numeric, default to 1)</dd>


<dt>path_to_write</dt>
<dd>Path where the report should be written (character, default to NULL)</dd>


<dt>verbose</dt>
<dd>Should the algorithm talk? (Logical, default to TRUE)</dd>

</dl>

description: Describe data set

Description

Usage

Arguments

Examples