Use pivot_wider() to shape your data - R programming for beginners

Use pivot_wider() to shape your data - R programming for beginners

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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This video tutorial demonstrates how to convert long data into wide data using the pivot_wider function in R. The instructor emphasizes the importance of the tidyverse package for data manipulation and provides a detailed walkthrough of the Orange dataset. The tutorial covers the process of transforming data by converting ages into column names and mapping circumferences into cells. The instructor also highlights the use of pipe operators in tidyverse and previews the next tutorial on reversing the transformation from wide to long data.

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5 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the primary purpose of the pivot_wider function in R?

To convert wide data into long data

To filter data based on conditions

To sort data alphabetically

To convert long data into wide data

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which package is recommended to be installed for using pivot_wider?

dplyr

ggplot2

lubridate

tidyverse

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What does the Orange dataset primarily contain?

Observations of tree growth

Weather data

Sales data

Animal population data

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

In the pivot_wider function, which argument is used to specify the new column names?

rows_from

names_from

columns_from

values_from

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the final step in the pivot_wider process as demonstrated in the tutorial?

Saving the dataset

Viewing the transformed data

Deleting the original dataset

Exporting the data to CSV