Representation Advanced Quiz 5
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Quiz 5
1. In R, what is the primary purpose of the function unnest_wider() from tidyr?
Collapses multiple columns into a single list-column
Expands a list-column into multiple columns
Aggregates data across groups
2. In spreadsheets, what is the primary use of the VSTACK and HSTACK functions?
To combine multiple ranges or arrays by stacking them vertically or side-by-side
To sort data based on hidden metadata
To convert formulas into static values automatically
3. In R, what is the main use of the function nest() from tidyr?
Converts multiple columns into a single list-column, preserving grouped data
Flattens nested lists
Filters rows based on conditions
4. In R, what is the difference between map() and walk() in the purrr package?
map() is faster than walk() for large datasets
walk() returns a list, while map() returns a vector
map() returns the transformed elements, while walk() is used for side effects (like saving files) and returns the input invisibly
5. In R, how does the function unite() from tidyr work?
Converts data from long to wide format
Removes missing values from multiple columns
Combines multiple columns into a single column, optionally using a separator
6. In spreadsheets, what is the purpose of combining INDEX and SEQUENCE functions?
Allows dynamic extraction of rows, columns, or arrays using generated sequences of positions
Automatically creates pivot tables
Sorts data based on custom criteria
7. In R, what does the function hoist() from tidyr do?
Merges multiple data frames
Extracts named elements from list-columns into individual columns
Flattens nested data frames
8. In spreadsheets, what does the DROP function do?
Removes blank cells only
Removes duplicates only
Returns an array after removing specified rows or columns
9. In R, what is the purpose of the function as_tibble() combined with type_convert()?
Converts a data frame into a tibble while automatically converting column types to appropriate types
Converts all columns to character type
Filters rows based on column type
10. In spreadsheets, what is the benefit of combining FILTER, UNIQUE, and SORT functions together?
Prevents recalculation errors
Allows extraction of unique values that meet specific criteria and sorts them dynamically in a single step
Creates a chart automatically
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