create_analysis_table: Create EDA table from dataset

In theunis/eda: Exploratory Data Analysis for Binary Data

Description

These functions create tables summarizing how the variable var_name in the dataset df relates to the specified target variable target_var.

Usage

create_analysis_table(df, var_name, target_var, type = "count")

create_numeric_table(df, var_name, target_var, type = "count",
  bins = 30)

Arguments

df	A data.frame with the dataset to analyze
var_name	A string with the variable name to analyze
target_var	A string with the name of the target variable
type	Can be 'count' or 'average' depicting how to get the results back
bins	Number of bins to use for numeric variables

Details

You can specify the type as 'count' or 'average'. Use 'count' to get counts of each variable value for the values of the target variable. Use 'average' to get the average of the target variable for variable value.

In the case of create_numeric_table the input variable is a numeric variable and its values are created as bins, with number of bins defined as bins

theunis/eda documentation built on Nov. 5, 2019, 10:05 a.m.