WGU D465 DATA APPLICATIONS
COMPREHENSIVE REVIEW 2026
QUESTIONS WITH ANSWERS GRADED A+
◉R unique challenges. Answer: Steeper learning curve, limited web
dev capabilities.
◉Advantage of storing code in R. Answer: Allows reproducibility
and collaboration among analysts.
◉Programming languages and use cases. Answer: Python: web dev,
data science, ML, automation.
◉MIN function in spreadsheets. Answer: Returns the smallest value
in a cell range.
◉COUNTIF function in spreadsheets. Answer: Counts cells meeting a
specified condition.
◉Pivot table elements. Answer: Rows, columns, values, filters for
data aggregation.
, ◉SELECT command in SQL. Answer: Retrieves data from one or
more database tables.
◉JOIN commands in SQL. Answer: INNER, LEFT, RIGHT, FULL
OUTER JOIN types.
◉Delimiter for code chunks. Answer: Triple backticks or markup to
define code sections.
◉Output formats for documents. Answer: HTML, PDF, Word (docx),
Markdown.
◉Presentation formats. Answer: Slides, Dashboards, Interactive web
apps.
◉Knit button in R. Answer: Compiles R Markdown into desired
output formats.
◉Symbol for comments in R. Answer: Pound sign (`#`) precedes
comments in R.
◉Nested function usage. Answer: Simplifies operations, improves
code readability.
COMPREHENSIVE REVIEW 2026
QUESTIONS WITH ANSWERS GRADED A+
◉R unique challenges. Answer: Steeper learning curve, limited web
dev capabilities.
◉Advantage of storing code in R. Answer: Allows reproducibility
and collaboration among analysts.
◉Programming languages and use cases. Answer: Python: web dev,
data science, ML, automation.
◉MIN function in spreadsheets. Answer: Returns the smallest value
in a cell range.
◉COUNTIF function in spreadsheets. Answer: Counts cells meeting a
specified condition.
◉Pivot table elements. Answer: Rows, columns, values, filters for
data aggregation.
, ◉SELECT command in SQL. Answer: Retrieves data from one or
more database tables.
◉JOIN commands in SQL. Answer: INNER, LEFT, RIGHT, FULL
OUTER JOIN types.
◉Delimiter for code chunks. Answer: Triple backticks or markup to
define code sections.
◉Output formats for documents. Answer: HTML, PDF, Word (docx),
Markdown.
◉Presentation formats. Answer: Slides, Dashboards, Interactive web
apps.
◉Knit button in R. Answer: Compiles R Markdown into desired
output formats.
◉Symbol for comments in R. Answer: Pound sign (`#`) precedes
comments in R.
◉Nested function usage. Answer: Simplifies operations, improves
code readability.