examine: EDA automator

In doctr: Easily Check Data Consistency and Quality

Description

Creates summary statistics for every column of X, varying summarization strategy depending on the type of variable

Usage

examine(X, group = 0)

Arguments

X	Table to be examined
group	A variable (name or index) to group X by before examining

Details

This function determines the types of the variables in X (numeric, text or factor) and creates a report for each type of variable; these reports can be accessed with report_[num|txt|fct]() and more information about these are available at vignette("doctr_examine")

Examples

## Not run: 
library(tidyverse)
  
# Creating automated EDA from table
eda <- txhousing %>% examine()
  
# Fetching EDA for numeric variables
report_num(eda)
  
# Creating and fetching automated EDA with grouping
eda <- txhousing %>% examine("city")
report_num(eda, "Austin")

## End(Not run)

doctr documentation built on May 4, 2017, 5:11 p.m.