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CompTIA DA0-001 Practice Test - Questions Answers, Page 23

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A data analyst needs to create a master file that includes customer information from the tables below:

Given the three tables above, the analyst wants to filter down the information prior to joining it together. In which of the following orders should this data manipulation bo approached for the most efficient result?

A.
Merge, append, deduplicate
A.
Merge, append, deduplicate
Answers
B.
Merge, deduplicate, append
B.
Merge, deduplicate, append
Answers
C.
Deduplicate, append, merge
C.
Deduplicate, append, merge
Answers
D.
Append, deduplicate, merge
D.
Append, deduplicate, merge
Answers
Suggested answer: C

Which of the following technologies would be best suited for creating a multiple linear regression model?

A.
Microsoft Power Bl
A.
Microsoft Power Bl
Answers
B.
R
B.
R
Answers
C.
SQL
C.
SQL
Answers
D.
Tableau
D.
Tableau
Answers
Suggested answer: B

A customer survey reveals 90% positive feedback. Which of the following statistical methods would be best to utilize to determine the reliability of a data set and predict how a larger sample of customers over the same time period might respond?

A.
Calculate a high variance on survey responses.
A.
Calculate a high variance on survey responses.
Answers
B.
Calculate the maximum range of the survey responses.
B.
Calculate the maximum range of the survey responses.
Answers
C.
Calculate a low standard deviation on survey responses.
C.
Calculate a low standard deviation on survey responses.
Answers
D.
Remove any data more than 4 standard deviation from the mean.
D.
Remove any data more than 4 standard deviation from the mean.
Answers
Suggested answer: C

Each month an analyst needs to execute a data pull for the two prior months. Which of the following is the most efficient function for the analyst to use?

A.
Logical
A.
Logical
Answers
B.
Date
B.
Date
Answers
C.
Aggregate
C.
Aggregate
Answers
D.
System
D.
System
Answers
Suggested answer: B

Given the following report:

Which of the following components need to be added to ensure the report is point-in-time and static? (Select two).

A.
A control group for the phrases
A.
A control group for the phrases
Answers
B.
A summary of the KPIs
B.
A summary of the KPIs
Answers
C.
Filter buttons for the status
C.
Filter buttons for the status
Answers
D.
The date when the report was last accessed
D.
The date when the report was last accessed
Answers
E.
The time period lhe report covers
E.
The time period lhe report covers
Answers
F.
The date on which the report was run
F.
The date on which the report was run
Answers
Suggested answer: D, E

Given the image below:

Which of the following file formats is depicted?

A.
JSON
A.
JSON
Answers
B.
CSV
B.
CSV
Answers
C.
XML
C.
XML
Answers
D.
HTML
D.
HTML
Answers
Suggested answer: A

Which of the following is the most likely reason for a data analyst to optimize a query using parameterization?

A.
To return a subset of records
A.
To return a subset of records
Answers
B.
To insert a temporary table
B.
To insert a temporary table
Answers
C.
To prevent SQL injections
C.
To prevent SQL injections
Answers
D.
To increase the query speed
D.
To increase the query speed
Answers
Suggested answer: C

An analyst is designing a dashboard that will provide a story of the sales and sales customer ratio. The following data is available:

Which of the following charts should the analyst consider including in the dashboard?

A.
A column chart with site and sales
A.
A column chart with site and sales
Answers
B.
A line chart with site and sales
B.
A line chart with site and sales
Answers
C.
A pie chart with site and sales
C.
A pie chart with site and sales
Answers
D.
A scatter chart with site and sales
D.
A scatter chart with site and sales
Answers
Suggested answer: A

Which of the following describes the use of a representative amount of data from a main repository?

A.
Observation
A.
Observation
Answers
B.
Delta load
B.
Delta load
Answers
C.
Web scraping
C.
Web scraping
Answers
D.
Sampling
D.
Sampling
Answers
Suggested answer: D

A marketing analytics team received customer transaction data from two different sources. The data is complete and accurate; however, the field names appear to be inconsistent. Given the following tables:

Which of the following is considered best practice if the team wants to consolidate the files and conduct further analysis?

A.
Standardize the field names.
A.
Standardize the field names.
Answers
B.
Recode the data values.
B.
Recode the data values.
Answers
C.
Overwrite the field names in one of the tables.
C.
Overwrite the field names in one of the tables.
Answers
D.
Edit the field names in the data dictionary.
D.
Edit the field names in the data dictionary.
Answers
Suggested answer: A
Total 263 questions
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