Library(tidyverse)
called out database named tidyverse
View(msleep)
called out dataset known as msleep
?msleep
to know the description of the dataset
names(msleep)
to get the list of variables
msleep %>%
refer to msleep dataset
msleep %>%
rename(“converse”=”conservation”) %>%
View()
rename converse to conversation in msleep
msleep %>%
select(vore,name,everything()) %>%
View()
reorder the variable, have core column vore and name, followed by everything.
msleep %>%
select(vore,name,brainwt) %>%
View()
only want certain variables; vore, name, and brainwt.
msleep %>%
filter((order==”Carnivora”|order==”Primates”)& sleep_total>8) %>%
select(name,order,sleep_total) %>%
to filter and arrange, filter under the variables we want carnivora and primates and under sleep total we want more than 8 hours
arrange(-sleep_total) %>%
View()
arrange sleep total to descending order
mutate
changing the variable
msleep %>%
mutate(brainwt_in_grams=brainwt*1000) %>%
View()
we want to change braiwnt from kg to grams
drop_na(vore)
go to vore column and remove not available
mutate(brain_size=if_else(brainwt>0.01,”large”,”small”)) %>%
View()
change numeric to categorical
size_of_brain=msleep %>%
create a new file known as size of brain
Summary()
shows summary
Names(Starwars)
list down all the variables in starwars