Question

Which data visualization type provides a visual representation of data where two variables are used indicating frequency and dispersion?

• A. Scatter Plot
• B. Word Cloud
• C. Line Graph
• D. Bar Chart

Hint:

Scatter plots are useful for identifying relationships, correlations, and patterns between two variables.

Answer 1

The Correct Option is A

Step 1: Understanding the requirement.
The question asks for a visualization that shows the relationship between two variables and helps in understanding distribution, frequency, and dispersion.

Step 2: Analyzing the options.
• (A) Scatter Plot: Correct. It displays values for two variables and helps visualize correlation and spread. • (B) Word Cloud: Used for text frequency visualization. • (C) Line Graph: Shows trends over time. • (D) Bar Chart: Compares categorical data.
Step 3: Conclusion.
Thus, the correct visualization is Scatter Plot.
Final Answer: Scatter Plot.