Five Number Summary 8B797F
1. **Problem Statement:** Calculate the Five-Number Summary for Kusal Mendis's match scores: 35, 42, 50, 48, 55, 45, 53, 51, 38, 60, 40, 57, 5, 47, 49.
2. **Five-Number Summary Definition:** The Five-Number Summary consists of the minimum, first quartile (Q1), median (Q2), third quartile (Q3), and maximum of the dataset.
3. **Step 1: Sort the data:**
$$5, 35, 38, 40, 42, 45, 47, 48, 49, 50, 51, 53, 55, 57, 60$$
4. **Step 2: Find the minimum and maximum:**
- Minimum = 5
- Maximum = 60
5. **Step 3: Find the median (Q2):**
- Number of data points $n=15$ (odd)
- Median is the middle value at position $\frac{n+1}{2} = 8$th value
- Median = 48
6. **Step 4: Find Q1 (median of lower half):**
- Lower half (first 7 values): $5, 35, 38, 40, 42, 45, 47$
- Median of lower half is 4th value = 40
7. **Step 5: Find Q3 (median of upper half):**
- Upper half (last 7 values): $49, 50, 51, 53, 55, 57, 60$
- Median of upper half is 4th value = 53
8. **Five-Number Summary:**
- Minimum = 5
- Q1 = 40
- Median = 48
- Q3 = 53
- Maximum = 60
9. **Boxplot:** The boxplot visually represents these five numbers with a box from Q1 to Q3, a line at the median, and whiskers extending to the minimum and maximum.
10. **Interpretation:**
- The data is slightly right-skewed due to the minimum being much lower (5) than Q1.
- Most scores lie between 40 and 53.
- The median score is 48, indicating half the scores are below and half above.
11. **Suitable Measure of Central Tendency:**
- Median is preferred here because the data has an outlier (5) which can skew the mean.
- Median is robust to outliers and better represents the central location.
12. **Performance Bonus Calculation:**
- Current total score for 15 matches: $5 + 35 + 38 + 40 + 42 + 45 + 47 + 48 + 49 + 50 + 51 + 53 + 55 + 57 + 60 = 765$
- Required average for 16 matches $> 55$
- Total required score $> 55 \times 16 = 880$
- Minimum score needed in next match $= 880 - 765 = 115$
**Final answers:**
- Five-Number Summary: Minimum = 5, Q1 = 40, Median = 48, Q3 = 53, Maximum = 60
- Minimum next match score to exceed average 55 = 115