df_status

For each variable it returns: Quantity and percentage of zeros (q_zeros and p_zeros respectevly). Same metrics for NA values (q_NA/p_na), and infinite values (q_inf/p_inf). Last two columns indicates data type and quantity of unique values.
This function print and return the results.

Around 10% of almost any predictive modeling project is spent in predictive modeling, 'funModeling' and the book Data Science Live Book (<https://livebook.datascienceheroes.com/>) are intended to cover remaining 90%: data preparation, profiling, selecting best variables 'dataViz', assessing model performance and other functions.

Pablo Casas

funModeling

Exploratory Data Analysis and Data Preparation Tool-Box

df_status function

<dl><dt>data</dt>
<dd>data frame or a single vector</dd>
<dt>print_results</dt>
<dd>if FALSE then there is not a print in the console, TRUE by default.</dd></dl>

Arguments

Get a summary for the given data frame (o vector). — df_status

<dl>

<dt>data</dt>
<dd>data frame or a single vector</dd>


<dt>print_results</dt>
<dd>if FALSE then there is not a print in the console, TRUE by default.</dd>

</dl>

df_status: Get a summary for the given data frame (o vector).

Description

Usage

Value

Arguments

Examples