Math Problem Statement
Here is a set of sample data 2 3 8 12 13 14 17 38 46 48 52 92 94 97 100
Identify the 5 number summary (min, Q1, median, Q3, max) , , , ,
Solution
To calculate the 5-number summary (Minimum, Q1, Median, Q3, Maximum) for the given dataset, we follow these steps:
Step 1: Organize the Data
Here’s the dataset provided, sorted in ascending order:
Step 2: Calculate the Five Number Summary
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Minimum (Min): This is the smallest value in the dataset.
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First Quartile (Q1): This is the median of the lower half of the dataset (excluding the overall median if the dataset has an odd number of observations). The lower half consists of: The median of this lower half is the value in the middle:
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Median (Q2): This is the middle value of the dataset. Since we have 15 data points, the median is the 8th value:
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Third Quartile (Q3): This is the median of the upper half of the dataset (excluding the overall median if the dataset has an odd number of observations). The upper half consists of: The median of this upper half is:
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Maximum (Max): This is the largest value in the dataset.
Final 5-number summary:
- Min: 2
- Q1: 12
- Median: 38
- Q3: 92
- Max: 100
Would you like further details or have any questions?
Here are some related questions to expand on this:
- How do you calculate quartiles for larger datasets?
- Can you explain the interquartile range (IQR) and how it's used?
- How does the five-number summary help in identifying outliers?
- How would the five-number summary change if an additional data point was added?
- What are the differences between the five-number summary and a box plot?
Tip: The interquartile range (IQR) is a useful measure of variability that is resistant to outliers, calculated as .
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Math Problem Analysis
Mathematical Concepts
Statistics
Descriptive Statistics
Quartiles
Five Number Summary
Formulas
Q1 = Median of the lower half
Q3 = Median of the upper half
IQR = Q3 - Q1
Theorems
Five-number summary theorem
Suitable Grade Level
Grades 6-10