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AI-102 · Question #131

What ate two uses of data visualization? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.

The correct answer is A. Communicate the significance of data. B. Represent trends and patterns over time. Data visualization is used to effectively communicate the importance of data insights and to graphically represent trends and patterns over various dimensions like time.

Submitted by parkjh· Mar 30, 2026Plan and manage an Azure AI solution

Question

What ate two uses of data visualization? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.

Options

  • ACommunicate the significance of data.
  • BRepresent trends and patterns over time.
  • CImplement machine learning to predict future values.
  • DEnforce business logic across reports.

How the community answered

(40 responses)
  • A
    90% (36)
  • C
    5% (2)
  • D
    5% (2)

Why each option

Data visualization is used to effectively communicate the importance of data insights and to graphically represent trends and patterns over various dimensions like time.

ACommunicate the significance of data.Correct

Data visualization transforms complex datasets into understandable graphical representations, enabling users to quickly grasp key insights and communicate the significance of the data effectively.

BRepresent trends and patterns over time.Correct

Visualizations like line charts, bar graphs, and heatmaps are highly effective at illustrating how data changes over periods, making it easy to identify trends, patterns, and anomalies over time.

CImplement machine learning to predict future values.

Data visualization is the presentation of data, whereas implementing machine learning and predicting future values are analytical processes performed by algorithms, which can then have their results visualized.

DEnforce business logic across reports.

Enforcing business logic involves defining rules and constraints within data sources or reporting tools, not directly through the process of data visualization which is primarily for presenting data.

Concept tested: Purpose of data visualization

Topics

#Data visualization basics#Data trends#Data patterns#Communicating data

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