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CompTIA Data+ Certification Exam Sample Questions (Q303-Q308):

NEW QUESTION # 303
A data analyst for a media company needs to determine the most popular movie genre. Given the table below:

Which of the following must be done to the Genre column before this task can be completed?

A. Concatenate
B. Merge
C. Delimit
D. Append

Answer: A

NEW QUESTION # 304
A data analyst needs to observe the relationship between two numeric variables and identify the clustering pattern as well as the outliers. Which of the following visualizations should the analyst use?

A. Stacked chart
B. Scatter plot
C. Heat map
D. Tree map

Answer: B

Explanation:
Comprehensive and Detailed In-Depth
When analyzing relationships betweentwo numeric variables, the best visualization is ascatter plot, as it helps to:
Identifycorrelations(positive, negative, or no correlation).
Detectclustering patternsin data points.
Spotoutliersthat deviate significantly from the general trend.
Option A (Heat map):Incorrect. Heat maps are used for visualizing intensity differences across categories, not for identifying patterns between two numeric variables.
Option B (Tree map):Incorrect. Tree maps visualize hierarchical relationships, not scatter patterns.
Option C (Scatter plot):Correct.Scatter plots are best suited for examining relationships and identifying clustering patterns and outliers.
Option D (Stacked chart):Incorrect. Stacked charts are used to display the composition of multiple data series, not relationships between two numeric variables.

NEW QUESTION # 305
An analyst has received the requirements for an internal user dashboard. The analyst confirms the data sources and then creates a wireframe. Which of the following is the NEXT step the analyst should take in the dashboard creation process?

A. Get stakeholder approval.
B. Deploy to production.
C. Create subscriptions.
D. Optimize the dashboard.

Answer: A

Explanation:
Getting stakeholder approval is the next step the analyst should take in the dashboard creation process, after confirming the data sources and creating a wireframe. Stakeholder approval means getting feedback and validation from the intended users or clients of the dashboard, to ensure that it meets their expectations and requirements. This step helps to avoid rework and ensure customer satisfaction. Reference: CompTIA Data+ Certification Exam Objectives, page 14

NEW QUESTION # 306
What type of data is best suited for display using a tree map?

A. Nested data
B. Text data
C. Time series data
D. Numeric data

Answer: A

NEW QUESTION # 307
Which of the following types of analyses should be used to evaluate the connections and anomalies in a data set when either known patterns are being violated or new patterns are emerging?

A. Correlation
B. Regression
C. Descriptive
D. Graph

Answer: D

NEW QUESTION # 308
......

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