R Notebook

#Installing tidyverse package and calling library
library(tidyverse)

Loading tidyverse: ggplot2
Loading tidyverse: tibble
Loading tidyverse: tidyr
Loading tidyverse: readr
Loading tidyverse: purrr
Loading tidyverse: dplyr
Conflicts with tidy packages -------------------------------------------------
filter(): dplyr, stats
lag():    dplyr, stats

# Using iris dataset for visualisation
# Details of iris data https://en.wikipedia.org/wiki/Iris_flower_data_set
iris

# Plotting Sepal.Width vrs Sepal length by species
ggplot(data=iris)+geom_point(mapping = aes(x=Sepal.Length,y=Sepal.Width,color=Species))

# Plotting petal.Width vrs Sepal width by species
ggplot(data=iris)+geom_point(mapping = aes(x=Petal.Length,y=Petal.Width,color=Species))

# Plotting Petal Length vrs Sepal length by species
ggplot(data=iris)+geom_point(mapping = aes(x=Sepal.Length,y=Petal.Length,color=Species))

# Plotting Petal Width vrs Sepal width by species
ggplot(data=iris)+geom_point(mapping = aes(x=Sepal.Width,y=Petal.Width,color=Species))

ggplot(data=iris)+geom_point(mapping = aes(x=Sepal.Width,y=Petal.Width,color=Species))+facet_wrap(~Species)

ggplot(data=iris)+geom_smooth(mapping = aes(x=Sepal.Width,y=Petal.Width,color=Species))

library(yarrr)

Loading required package: jpeg
Loading required package: BayesFactor
Loading required package: coda
Loading required package: Matrix

Attaching package: <U+393C><U+3E31>Matrix<U+393C><U+3E32>

The following object is masked from <U+393C><U+3E31>package:tidyr<U+393C><U+3E32>:

    expand

************
Welcome to BayesFactor 0.9.12-2. If you have questions, please contact Richard Morey (richarddmorey@gmail.com).

Type BFManual() to open the manual.
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Loading required package: circlize
yarrr v0.1.5. Citation info at citation('yarrr'). Package guide at yarrr.guide()
Email me at Nathaniel.D.Phillips.is@gmail.com

Attaching package: <U+393C><U+3E31>yarrr<U+393C><U+3E32>

The following object is masked from <U+393C><U+3E31>package:ggplot2<U+393C><U+3E32>:

    diamonds

head(iris)

pirateplot(formula = Sepal.Length ~ Species,               
           data = iris,                       
           main = "Pirateplot of sepal length  by Species ",
           pal = "pony",                         
           theme = 3) 

pirateplot(formula = Sepal.Width ~ Species,               
           data = iris,                       
           main = "Pirateplot of sepal length  by Species ",
           pal = "pony",                         
           theme = 3) 

pirateplot(formula = Petal.Length ~ Species,               
           data = iris,                       
           main = "Pirateplot of sepal length  by Species ",
           pal = "pony",                         
           theme = 3) 

pirateplot(formula = Petal.Width ~ Species,               
           data = iris,                       
           main = "Pirateplot of sepal length  by Species ",
           pal = "pony",                         
           theme = 3)