Question

To show a forecast of a stock performance throughout the year, which plot is most suitable?

• A. Scatter Plot
• B. Bar Plot
• C. Box Plot
• D. Line Plot

Hint:

Whenever you see terms like "trends", "over time", "chronological", or "throughout the year", the answer is almost always a Line Plot.

Answer 1

The Correct Option is D

Step 1: Understanding the Concept:
Line plots are the gold standard for visualizing trends over continuous time intervals.

Step 2: Detailed Explanation:
- Line Plot: Best for showing continuous change or trends in data points over time.
- Scatter Plot: Better for observing correlations between two numerical variables.
- Bar Plot: Best for comparing categorical data.
- Box Plot: Best for showing statistical distribution and identifying outliers.

Step 3: Final Answer:
A Line Plot is the most suitable for temporal forecasts.