Introduction

This is an R Notebook that helps you to explore your data. To use your owen data just replace the code below.

The Notebook uses the R package {explore} and is designed to explore small datasets as well as large datasets (with > 100 variables)

Data must be in a “tidy” format (each row is an observation, each column is a variable, each cell is a single value)

Data Understanding

Explore Table

Describe Table

## 1 000 (1k) observations with 9 variables
## 0 observations containing missings (NA)
## 0 variables containing missings (NA)
## 0 variables with no variance

Describe Variables

variable type na na_pct unique min mean max
price dbl 0 0 26 4 19.13 29
type chr 0 0 3 NA NA NA
usage dbl 0 0 160 0 54.66 150
shared dbl 0 0 2 0 0.40 1
device chr 0 0 3 NA NA NA
newsletter dbl 0 0 2 0 0.50 1
language chr 0 0 4 NA NA NA
duration int 0 0 101 0 49.58 100
churn dbl 0 0 2 0 0.35 1

Explore Variables

Finding Insights

Explore Target

Explore Variables + Target

Explain Target