IRIS Flower Data Set

Developing Data Product- Course Project

JMandrake
Data Science Enthusiast

About IRIS Flower Data Set

  • A multivariate data set introduced by Sir Ronald Fisher (1936) as an example of discriminant analysis.
  • The data set consists of 50 samples from each of three species of Iris:

    1. Iris setosa
    2. Iris virginica
    3. Iris versicolor
    
  • Four features were measured (in cm) from each sample:

    - Sepal length and width
    - Petal length and width
    
  • In this slidify deck we present exploratory data analysis with this data set.

Loading IRIS Data and Summarizing.

library(datasets) #Load dataset library
data(iris) #Load iris dataset
summary(iris)
##   Sepal.Length    Sepal.Width     Petal.Length    Petal.Width   
##  Min.   :4.300   Min.   :2.000   Min.   :1.000   Min.   :0.100  
##  1st Qu.:5.100   1st Qu.:2.800   1st Qu.:1.600   1st Qu.:0.300  
##  Median :5.800   Median :3.000   Median :4.350   Median :1.300  
##  Mean   :5.843   Mean   :3.057   Mean   :3.758   Mean   :1.199  
##  3rd Qu.:6.400   3rd Qu.:3.300   3rd Qu.:5.100   3rd Qu.:1.800  
##  Max.   :7.900   Max.   :4.400   Max.   :6.900   Max.   :2.500  
##        Species  
##  setosa    :50  
##  versicolor:50  
##  virginica :50  
##                 
##                 
## 

Box Plot for Different Species

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Scatter Plot for different species

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