Variations in time-series data are best represented by which type of chart?
2023
Variations in time-series data are best represented by which type of chart?
Answer: A. line chart — ConceptA chart should match the structure of the data. When observations are ordered by time, connecting successive values makes their direction, magnitude of…
- A.
line chart
- B.
pie chart
- C.
bar chart
- D.
scatter plot
Show answer & explanation
Correct answer: A
Concept
A chart should match the structure of the data. When observations are ordered by time, connecting successive values makes their direction, magnitude of change, fluctuations, and overall trend visible.
Application
Here, the observations form a sequence across time. A line chart places time on the horizontal axis and connects consecutive values, so rises, falls, and continuing movement can be read directly.
Contrast
A pie chart emphasizes how one whole is divided into proportional parts.
A bar chart emphasizes separate comparisons among discrete categories or periods.
A scatter plot emphasizes association between paired numerical variables.
Cross-check
If the time order were removed, the connected pattern would lose its meaning. Preserving chronological order is therefore the decisive requirement.
Therefore, variations in time-series data are best represented by a line chart.