Executive Summary

Our company recently measured the iris flower and derive the iris dataset. We would like to know more abou the data.

INtroduction

Our company recently measured the iris flower and derive the iris dataset. We would like to know more abou the data. - How are the variables correlated to each other? - What is the distribution of each variable? - How same are the variables?

Data Source

company recently measured the iris flower and derive the iris dataset.

Key Findings

How are the variables correlated to each other?

Correlation Matrix

## 
## Please cite as:

##  Hlavac, Marek (2022). stargazer: Well-Formatted Regression and Summary Statistics Tables.

##  R package version 5.2.3. https://CRAN.R-project.org/package=stargazer

##              sepal.length sepal.width petal.length petal.width
## sepal.length    1.0000000  -0.1181293    0.8737381   0.8206195
## sepal.width    -0.1181293   1.0000000   -0.4260283  -0.3628942
## petal.length    0.8737381  -0.4260283    1.0000000   0.9627723
## petal.width     0.8206195  -0.3628942    0.9627723   1.0000000

Correlation data Petal Length Petal Width

## Warning: package 'pander' was built under R version 4.5.3

## Warning: package 'broom' was built under R version 4.5.3

## 
## Pearson

## [1] 0.9627723

## 
## Spearman

## [1] 0.9376545

## 
## Kendall

## [1] 0.8065882

Table continues below

estimate	statistic	p.value	parameter	conf.low	conf.high
0.9628	43.18	2.082e-85	147	0.9489	0.9729

method	alternative
Pearson’s product-moment correlation	two.sided

Correlation data SepalLength Spal Width

## 
## Pearson

## [1] -0.1181293

## 
## Spearman

## [1] -0.1681023

## 
## Kendall

## [1] -0.0786184

Table continues below

estimate	statistic	p.value	parameter	conf.low	conf.high
-0.1181	-1.442	0.1513	147	-0.2737	0.0435

method	alternative
Pearson’s product-moment correlation	two.sided

Scatter

What is the distribution of each variable?

Normality Petal Length

## 
## ---------------
## Variable: petal.length
## ---------------

## 
## Normality Test

statistic	p.value	method
0.8768	8.635e-10	Shapiro-Wilk normality test

Normality Petal Width

## 
## ---------------
## Variable: petal.width
## ---------------

## 
## Normality Test

statistic	p.value	method
0.9019	1.853e-08	Shapiro-Wilk normality test

Normality Sepal Length

## 
## ---------------
## Variable: sepal.length
## ---------------

## 
## Normality Test

statistic	p.value	method
0.9756	0.009234	Shapiro-Wilk normality test

Normality Sepal Width

## 
## ---------------
## Variable: sepal.width
## ---------------

## 
## Normality Test

statistic	p.value	method
0.985	0.1062	Shapiro-Wilk normality test

How same are the variables?

Wilcoxon Petal Length Petal Width

statistic	p.value	method	alternative
19099	4.976e-27	Wilcoxon rank sum test with continuity correction	two.sided

Wilcoxon Sepal Length Sepal Width

statistic	p.value	method	alternative
22199	2.084e-50	Wilcoxon rank sum test with continuity correction	two.sided

Conclusions