Question

name: pavlo ku date: 9-02-2026 hour: 1 ws 6-1 scatter plots catter plots to describe patterns and relationships between two qu ke a scatter plot of the data. identify any outliers or clusters (°f), x 82 32 40 44 86 84 83 89 ourists, y 102 22 38 41 100 98 97 110 clusters: outliers: a (hours), x 0 1.5 2.5 5.5 2 1.5 1.5 2 4.5 (hours), y 5.5 2 1 0.5 1 1 2 1.5 1 clusters outliers

Explanation:

First Data Set (Temperature and Tourists)

Step1: Analyze Temperature-Tourists Data

We have data points: \((82, 102)\), \((32, 22)\), \((40, 38)\), \((44, 41)\), \((86, 100)\), \((84, 98)\), \((83, 97)\), \((89, 110)\).

• Clusters: Points with \(x\) (temperature) around 80 - 90 (\(82, 86, 84, 83, 89\)) and \(y\) (tourists) around 97 - 110 form a cluster. Points with \(x\) around 32 - 44 (\(32, 40, 44\)) and \(y\) around 22 - 41 form another cluster.
• Outliers: No points are far from these two clusters, so no outliers.

Step2: Analyze Time-Media Data (Second Data Set)

Data points: \((0, 5.5)\), \((1.5, 2)\), \((2.5, 1)\), \((5.5, 0.5)\), \((2, 1)\), \((1.5, 1)\), \((1.5, 2)\), \((2, 1.5)\), \((4.5, 1)\).

• Clusters: Points with \(x\) (time) around 1.5 - 2.5 (\(1.5, 2.5, 2, 1.5, 1.5, 2\)) and \(y\) (media) around 0.5 - 2 form a cluster.
• Outliers: The point \((0, 5.5)\) (time = 0, media = 5.5) is far from the main cluster (most \(y\) values are ≤ 2.5), so it’s an outlier. The point \((5.5, 0.5)\) is also somewhat isolated but closer to the cluster than \((0, 5.5)\); \((0, 5.5)\) is a clearer outlier.

First Data Set (Temperature-Tourists)

• Clusters: Two clusters: (1) Temperature ~32–44°F, Tourists ~22–41; (2) Temperature ~80–90°F, Tourists ~97–110.
• Outliers: No outliers (all points fit the two clusters).

• Clusters: Points with time ~1.5–2.5 hours and media ~0.5–2 hours (e.g., (1.5,2), (2.5,1), (2,1), (1.5,1), (1.5,2), (2,1.5)).
• Outliers: (0, 5.5) (time=0, media=5.5) is far from the main cluster; (5.5, 0.5) is less extreme but (0,5.5) is a clear outlier.

Answer:

• Clusters: Two clusters: (32,22), (40,38), (44,41) and (82,102), (86,100), (84,98), (83,97), (89,110).
• Outliers: None.

Second Data Set (Time and Media)