A. It installs dplyr, loads it, and prints "package"
B. It installs dplyr, loads it, and prints an error
C. It installs dplyr, loads it, and prints "character"
D. It installs dplyr, loads it, and prints "function"
Solution
Step 1: Understand the code sequence
The code installs the package "dplyr", then loads it with library(), then checks the class of the object named dplyr.
Step 2: Analyze the object dplyr
After loading, dplyr is not bound to any object in the environment; library() only attaches the namespace to the search path. So class(dplyr) produces an error: object 'dplyr' not found.
Final Answer:
It installs dplyr, loads it, and prints an error -> Option B
Quick Check:
class(dplyr) errors after library() [OK]
Hint: library() doesn't create a variable named after the package [OK]
Common Mistakes:
Assuming dplyr is a package object after loading
Expecting class to print "package"
Confusing package loading with object creation
4. You tried to install a package using install.packages("tidyverse") but got an error saying "package 'tidyverse' is not available". What is the most likely cause?
medium
A. You need to restart R before installing
B. You forgot to load the package with library()
C. You misspelled the package name or it is not on CRAN
D. You must install packages using library() instead
Solution
Step 1: Understand the error message
The error "package is not available" means R cannot find the package on the default repository.
Step 2: Identify common causes
This usually happens if the package name is misspelled or the package is not on CRAN (the default repository).
Final Answer:
You misspelled the package name or it is not on CRAN -> Option C
Quick Check:
Package not found = misspelling or missing on CRAN [OK]
Hint: Check spelling and CRAN availability first [OK]
Common Mistakes:
Confusing install.packages() with library()
Restarting R unnecessarily
Trying to install with library()
5. You want to install multiple packages at once: "ggplot2", "dplyr", and "tidyr". Which of the following commands correctly installs all three packages in one line?
hard
A. install.packages({"ggplot2", "dplyr", "tidyr"})
B. install.packages("ggplot2", "dplyr", "tidyr")
C. install.packages(["ggplot2", "dplyr", "tidyr"])
D. install.packages(c("ggplot2", "dplyr", "tidyr"))
Solution
Step 1: Recall how to pass multiple packages
The install.packages() function accepts a vector of package names as a character vector.
Step 2: Identify correct vector syntax
In R, a vector of strings is created with c(), so install.packages(c("ggplot2", "dplyr", "tidyr")) is correct.
Final Answer:
install.packages(c("ggplot2", "dplyr", "tidyr")) -> Option D
Quick Check:
Use c() to install multiple packages [OK]
Hint: Use c() to group package names in install.packages() [OK]
Common Mistakes:
Passing multiple strings without c()
Using square or curly brackets instead of c()
Trying to install packages separately in one call
Recommended
Ready to prove it?
Pass the test and this pattern moves unknownstrongwhile earning +1 Grip toward your certificate.