describe: Tabular exploratory data analysis

In XanderHorn/lazy: Automated data pre-processing and machine learning

Description

Provides a high level overview of a dataset by providing some summary statistics.

Usage

describe(data, sample.size = 0.3, seed = 1, progress = TRUE)

Arguments

data	[required | data.frame] Dataset containing categorical features
sample.size	[optional | numeric | default=0.3] Percentage to down sample data for decreased computation time
seed	[optional | integer | default=1] Random number seed for reproducable results
progress	[optional | logical | default=TRUE] Display a progress bar

Value

Data frame containing statistics of features

Author(s)

Xander Horn

Examples

res <- describe(iris)

XanderHorn/lazy documentation built on Jan. 16, 2021, 6:15 p.m.