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CompTIA Data+ Certification Exam Sample Questions (Q356-Q361):

NEW QUESTION # 356
Which of the following describes the use of a representative amount of data from a main repository?

  • A. Sampling
  • B. Web scraping
  • C. Delta load
  • D. Observation

Answer: A

Explanation:
Sampling refers to the process of selecting a representative subset of data from a larger data set or repository.
This technique is used when it is impractical or unnecessary to analyze the entire set of data. A representative sample should accurately reflect the characteristics of the larger population, allowing for analysis and inference about the population as a whole12.
Observation (A) generally refers to the act of monitoring or recording data. Delta load (B) is a term used in data warehousing to describe the process of loading only the changes since the last data extraction, rather than the entire data set. Web scraping is the process of extracting data from websites.
References:
* Understanding the importance of data sampling1.
* The concept of a representative sample in statistics2.
* Data repository management and usage3.
* Benefits and methods of data sampling4.


NEW QUESTION # 357
A sales team wants visibility of current sales numbers, pipeline, and team performance. The team would also like to see calculations of individuals' earned commissions and projected commissions based on sales, but they want that information to be kept confidential. Which of the following would be the BEST way to provide this visibility?

  • A. Create a dashboard with filters for the overall team, individuals, and management. Users can filter to see the data they want.
  • B. Create a dashboard displaying a data refresh date so users know the current sales numbers and configure permissions to control access.
  • C. Create a dashboard for sales numbers, pipeline, and team and individual performance for the management team.
  • D. Create a dashboard with views for team, individuals, and management. Configure permissions to control access.

Answer: D

Explanation:
Explanation
Create a dashboard with views for team, individuals, and management. Configure permissions to control access. This is because a dashboard is a type of visualization that displays multiple charts or graphs on a single page, usually to provide an overview or summary of some data or information. A dashboard can be used to provide visibility of current sales numbers, pipeline, and team performance by showing different metrics and indicators related to these aspects. By creating a dashboard with views for team, individuals, and management, the analyst can customize the content and layout of the dashboard for different audiences and purposes. By configuring permissions to control access, the analyst can ensure that the confidential information, such as individuals' earned commissions and projected commissions based on sales, is only visible to the authorized users. The other ways are not the best way to provide this visibility. Here is why:
Creating a dashboard displaying a data refresh date so users know the current sales numbers and configuring permissions to control access would not be sufficient to provide visibility of pipeline and team performance, as well as individuals' earned commissions and projected commissions based on sales. The dashboard would only show the current sales numbers and the date when the data was updated, which would not give a comprehensive or detailed view of the sales situation.
Creating a dashboard for sales numbers, pipeline, and team and individual performance for the management team would not be appropriate to provide visibility for the sales team, as they would not have access to the dashboard or the information they need. The dashboard would only be available for the management team, which would limit the transparency and collaboration among the sales team members.
Creating a dashboard with filters for the overall team, individuals, and management would not be secure to provide visibility of confidential information, such as individuals' earned commissions and projected commissions based on sales. The dashboard would allow users to filter and see the data they want, which could expose sensitive or personal information to unauthorized users.


NEW QUESTION # 358
How should data classifications be assigned?

  • A. According to sensitivity.
  • B. According to criticality.
  • C. According to sensitivity, criticality and age.
  • D. According to sensitivity and criticality.

Answer: D


NEW QUESTION # 359
Which of following is a non-relational database?

  • A. Neo4j
  • B. SQLite
  • C. MySQL
  • D. PostgreSQL

Answer: A

Explanation:
Explanation
Neo4j is a type of non-relational database that uses a graph model to store data. A graph database is a database that represents data as nodes and edges, where nodes are entities and edges are relationships between them. A graph database can store complex and diverse data that is not easily structured in tables. A graph database can also perform fast and efficient queries on the data by traversing the connections between the nodes


NEW QUESTION # 360
An analyst notices changes in sales ratios when analyzing a quarterly report. Which of the following is the analyst conducting?

  • A. A gap analysis
  • B. A trend analysis
  • C. A link analysis
  • D. A statistical analysis

Answer: B


NEW QUESTION # 361
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