Math Problem Statement
The U.S. Census Bureau frequently conducts nationwide surveys on the characteristics of U.S. households. Suppose the following data are on the number of people per household for a sample of 20 households. Find the five-number summary for this data set by hand. Report the five-number summary in the following order: Min, Q1, Median (Q2), Q3, Max
Number of
People
Frequency
1
4
2
7
3
4
4
2
5
1
6
1
7
1
Solution
To find the five-number summary (Min, Q1, Median, Q3, Max) for this dataset, we'll go through the following steps:
- Organize the data by listing each number of people with its corresponding frequency.
- Find the five-number summary, including the minimum, the quartiles (Q1, Median, Q3), and the maximum.
Step 1: Organizing the Data
The frequency table gives us the number of households corresponding to each number of people. We'll list the numbers accordingly:
- 1 person: 4 households →
- 2 people: 7 households →
- 3 people: 4 households →
- 4 people: 2 households →
- 5 people: 1 household →
- 6 people: 1 household →
- 7 people: 1 household →
Now, combining them into one ordered list:
Step 2: Finding the Five-Number Summary
-
Minimum (Min): The smallest number in the dataset is .
-
Maximum (Max): The largest number in the dataset is .
-
Median (Q2): Since we have 20 data points, the median is the average of the 10th and 11th values in the ordered list:
-
First Quartile (Q1): The first quartile is the median of the lower half of the data (the first 10 values). The 5th and 6th values are both 2, so:
-
Third Quartile (Q3): The third quartile is the median of the upper half of the data (the last 10 values). The 15th and 16th values are 3 and 4, so:
Final Five-Number Summary
- Min: 1
- Q1: 2
- Median (Q2): 2
- Q3: 3.5
- Max: 7
Would you like more details or have any questions?
Here are 5 related questions for practice:
- How do you calculate the interquartile range (IQR) using the five-number summary?
- If the dataset had an extra household with 8 people, how would the five-number summary change?
- How would you interpret the third quartile (Q3) in this context?
- What does the five-number summary tell us about the spread of household sizes in this sample?
- How could you use this five-number summary to identify potential outliers?
Tip: Quartiles divide your data into four equal parts. Q1 is the 25th percentile, the median (Q2) is the 50th percentile, and Q3 is the 75th percentile.
Ask a new question for Free
By Image
Drop file here or Click Here to upload
Math Problem Analysis
Mathematical Concepts
Statistics
Descriptive Statistics
Five-number Summary
Formulas
Median: (n/2)th value if odd, or the average of the (n/2)th and (n/2 + 1)th values if even
Quartiles: Q1 = median of lower half of data, Q3 = median of upper half of data
Theorems
Quartile Theorem
Median Theorem
Suitable Grade Level
Grades 6-8
Related Recommendation
Measures of Central Tendency and Spread for Census Data
Calculate Range, Standard Deviation, and Five-Number Summary for Ages Dataset
Calculate the Five-Number Summary for the Dataset
Find the Five-Number Summary for the Data Set 12, 18, 19, 32, 42, 48, 50, 64, 67, 76, 80, 82, 85, 96, 98
Five-Number Summary Calculation for Data Set [3,8,7,10,...,15]