nerdexam
CompTIA

DA0-002 · Question #19

A data analyst creates a report that identifies the middle 50% of the collected data. Which of the following best describes the analyst's findings?

The correct answer is A. Interquartile range. The statistical measure that specifically identifies the range encompassing the middle 50% of a dataset is the interquartile range.

Data Analysis

Question

A data analyst creates a report that identifies the middle 50% of the collected data. Which of the following best describes the analyst's findings?

Options

  • AInterquartile range
  • BThe difference between mode and median
  • CMean variance
  • DSkewness from the slope

How the community answered

(31 responses)
  • A
    87% (27)
  • B
    3% (1)
  • C
    3% (1)
  • D
    6% (2)

Why each option

The statistical measure that specifically identifies the range encompassing the middle 50% of a dataset is the interquartile range.

AInterquartile rangeCorrect

The interquartile range (IQR) is defined as the difference between the third quartile (Q3 - 75th percentile) and the first quartile (Q1 - 25th percentile) of a dataset, thereby representing the central 50% of data values when ordered from lowest to highest.

BThe difference between mode and median

The difference between mode and median is not a standard statistical measure that represents the middle 50% of data; mode indicates the most frequent value, and median is the middle value.

CMean variance

Mean variance measures the spread of data points around the mean, representing the average squared difference from the mean, not the specific range of the middle 50% of values.

DSkewness from the slope

Skewness measures the asymmetry of the probability distribution of a real-valued random variable about its mean, describing the shape of the data, not the middle 50% range.

Concept tested: Descriptive statistics - Interquartile Range

Topics

#Descriptive Statistics#Interquartile Range#Data Distribution#Quartiles

Community Discussion

No community discussion yet for this question.

Full DA0-002 Practice