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CompTIA Data+ Certification Exam Sample Questions (Q365-Q370):NEW QUESTION # 365
Which of the following is a KPI metric for tracking sales performance?

• A. Gross profit percentage
• B. Order status percentage
• C. Customer acquisition percentage
• D. Click-through rate percentage
  

Answer: A
Explanation:
Gross profit percentage is a key performance indicator (KPI) that measures the profitability of a company's sales by showing the percentage of revenue that exceeds the cost of goods sold (COGS). It is a critical metric for tracking sales performance because it directly reflects the efficiency of a company in managing its production costs and the profitability of its products. This KPI is essential for understanding the financial health of a business and making informed decisions about pricing, cost control, and sales strategies.
Reference:
Sales KPIs are essential for measuring the effectiveness of sales activities and the profitability of those efforts1.
Gross profit percentage is highlighted as a crucial metric for assessing the financial success of sales initiatives2.
Understanding the difference between sales metrics and KPIs, and the importance of gross profit percentage as a KPI1.
The significance of gross profit percentage in evaluating sales team performance and guiding business decisions3.

NEW QUESTION # 366
Which of the following data types must be used when working with variables that require classification into two or more groups before analysis?

• A. Numerical
• B. Categorical
• C. Alphanumeric
• D. Discrete
  

Answer: B

NEW QUESTION # 367
Which of the following types of dashboards should a business intelligence engineer develop in order to provide information about failed data pipelines?

• A. Referencing
• B. Operational
• C. Strategic
• D. Technical
  

Answer: B
Explanation:
Dashboards are visual tools that provide insights into various aspects of business operations. The type of dashboard developed depends on the intended audience and the nature of information to be conveyed.
* Referencing Dashboard: This term is not standard in the context of dashboard types and doesn't correspond to a recognized category.
* Strategic Dashboard: Designed for senior management, strategic dashboards provide a high-level overview of key performance indicators (KPIs) aligned with the organization's long-term goals. They focus on overall performance and strategic objectives, rather than detailed operational issues.
* Operational Dashboard: These dashboards monitor the real-time operations of an organization. They are used to track immediate metrics and processes, allowing teams to respond quickly to issues as they arise. In the context of data pipelines, an operational dashboard would display the current status, including any failures, enabling prompt action to resolve issues.
* Technical Dashboard: While this could pertain to dashboards focused on technical metrics, it's not a standard term. Operational dashboards often encompass technical aspects, especially concerning system operations and processes.
Given the need to provide information about failed data pipelines, an Operational Dashboard is most appropriate. It offers real-time monitoring and alerts for immediate issues within data processes, enabling swift identification and resolution of failures.
Reference: CompTIA Data+ Certification Exam Objectives (DA0-001), Domain 4.3: Translate business requirements to form the appropriate visualization.

NEW QUESTION # 368
A site reliability team wants to monitor the stability of their website. so they can proactively diagnose issues when they occur Which of the following deliverables would best suit their needs?

• A. A self-serve dashboard of website performance that updates in real time
• B. A portal that is refreshed daily and reports errors classified by type
• C. A weekly log report of site visits and user actions
• D. A daily summary email indicating website outages for the previous day
  

Answer: A
Explanation:
The best deliverable that would suit the site reliability team's needs is A) A self-serve dashboard of website performance that updates in real time.
A self-serve dashboard is a visual display of the most important information needed to achieve one or more objectives, consolidated and arranged on a single screen so the information can be monitored at a glance. A self-serve dashboard of website performance that updates in real time would allow the site reliability team to easily and quickly access the information they need about the stability of their website, such as uptime, response time, error rate, traffic volume, etc. A self-serve dashboard would also enable the team to proactively diagnose issues when they occur, by providing alerts, notifications, or drill-down options. A self-serve dashboard would also be more interactive and engaging than a report or an email.
A weekly log report of site visits and user actions would not be a good deliverable for the site reliability team's needs, because it would not provide timely or relevant information about the stability of their website. A weekly log report would be too infrequent and delayed to monitor and diagnose issues when they occur. A weekly log report would also focus on the behavior and actions of the users, rather than the performance and functionality of the website.
A portal that is refreshed daily and reports errors classified by type would not be a good deliverable for the site reliability team's needs, because it would not provide real-time or comprehensive information about the stability of their website. A portal that is refreshed daily would be too slow and outdated to monitor and diagnose issues when they occur. A portal that reports errors classified by type would be too narrow and limited to capture the full picture of the website performance.
A daily summary email indicating website outages for the previous day would not be a good deliverable for the site reliability team's needs, because it would not provide real-time or actionable information about the stability of their website. A daily summary email would be too late and retrospective to monitor and diagnose issues when they occur. A daily summary email indicating website outages would also be too passive and generic to help the team resolve or prevent issues in the future.

NEW QUESTION # 369
Which of the following is the best reason to use database views instead of tables?

• A. Views allow for the joining of multiple data sources, whereas tables do not.
• B. Views can be used to restrict anonymous sensitive information.
• C. Views reduce the need for repetitive, complex data joins.
• D. Views allow for the storage of temporary data, whereas tables do not.
  

Answer: C
Explanation:
Database views are virtual tables that provide a specific representation of data from one or more tables. They are powerful tools for simplifying complex queries and enhancing data security.
Option A:Views reduce the need for repetitive, complex data joins.
* Rationale: Views can encapsulate complex JOIN operations and present the result as a single table. This abstraction allows users to retrieve the necessary data without repeatedly writing intricate SQL queries, promoting efficiency and reducing the potential for errors.
Reference: The CompTIA Data+ Certification Exam Objectives highlight the use of views in query optimization, noting their role in simplifying data retrieval and managing complex joins.
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Option B:Views allow for the storage of temporary data, whereas tables do not.
Rationale: This statement is incorrect. Views do not store data themselves; they are virtual representations that display data from underlying tables. Temporary data storage is typically managed using temporary tables, not views.
Option C:Views allow for the joining of multiple data sources, whereas tables do not.
Rationale: While views can represent data from multiple tables or even different databases, the underlying tables themselves can also be designed to include data from various sources through foreign keys and relationships. Therefore, this is not a unique advantage of views over tables.

NEW QUESTION # 370
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