question 7 of 10 (1 point) 1 question attempt 1 of unlimited\n(a) choose the data set that has an…

question 7 of 10 (1 point) 1 question attempt 1 of unlimited\n(a) choose the data set that has an outlier:\n(b) choose the two data sets that show clustering.

question 7 of 10 (1 point) 1 question attempt 1 of unlimited\n(a) choose the data set that has an outlier:\n(b) choose the two data sets that show clustering.

Answer

Explanation:

(a)

Step1: Recall the definition of an outlier

An outlier is a data point that is far from other data points.

Step2: Analyze each figure

  • Figure 1: There are points that are far from the main group of points.
  • Figure 2: Points are relatively close together without a distinct outlier.
  • Figure 3: Points are clustered with no obvious outlier.
  • Figure 4: Points follow a trend without an outlier.

(b)

Step1: Recall the definition of clustering

Clustering is when data points group closely together.

Step2: Analyze each figure

  • Figure 1: Has two clusters of points.
  • Figure 2: Points are in a loose cluster.
  • Figure 3: Points are in a cluster.
  • Figure 4: Points follow a trend (not clustering).

Answer:

(a) Data set in Figure 1 (b) Data set in Figure 1, Data set in Figure 3