1. **Problem Statement:** We have two boxplots representing average points per game for two players over multiple seasons. We need to answer:
a) Which player had the highest average points per game in a season?
b) Which player was more consistent?
c) Which player had more seasons with average points per game at or above 34?
d) How to identify outliers in boxplots?
2. **Understanding Boxplots:**
- The box shows the interquartile range (IQR), from Q1 (25th percentile) to Q3 (75th percentile).
- The line inside the box is the median (50th percentile).
- Whiskers extend to the minimum and maximum values within 1.5 times the IQR from the quartiles.
- Outliers are points beyond the whiskers.
3. **Given Data from Description:**
- Player 1: whiskers from about 28 to 42, median near 34-35.
- Player 2: whiskers from about 23 to 52, box from 27 to 45, median near 34-35.
4. **Answering (a): Highest average points per game in a season**
- Player 1 max ~42
- Player 2 max ~52
- So, Player 2 had the highest average points per game in a season.
5. **Answering (b): More consistent player**
- Consistency relates to spread: smaller spread means more consistent.
- Player 1 range: 42 - 28 = 14
- Player 2 range: 52 - 23 = 29
- Player 1 has a smaller range, so Player 1 was more consistent.
6. **Answering (c): More seasons with average points per game at or above 34**
- Median for both near 34-35, so about half the seasons are above 34.
- Player 1 box roughly 28 to 42, median near 34-35.
- Player 2 box roughly 27 to 45, median near 34-35.
- Player 2's box is larger, so more seasons likely above 34.
- Exact count not given, but Player 2 likely had more seasons at or above 34.
7. **Answering (d): Identifying outliers in boxplots**
- Outliers are data points outside the whiskers.
- Whiskers extend to the smallest and largest data points within 1.5 times the IQR from Q1 and Q3.
- Any points beyond this range are plotted individually as outliers.
**Final answers:**
- a) Player 2 had the highest average points per game in a season.
- b) Player 1 was more consistent.
- c) Player 2 had more seasons with average points per game at or above 34.
- d) Outliers are identified as points beyond 1.5 times the IQR from the quartiles, shown outside the whiskers on boxplots.
Boxplot Analysis Ba40A5
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