Mean (Average): The sum of all numbers divided by the count of numbers
Median: The middle number when data is arranged in order from least to greatest
Mode: The number that appears most frequently in a data set
Data Set: A collection of numbers or information to analyze
Statistical Measure: A number that describes a characteristic of a data set
- Add: Add all numbers in the data set
- Count: Count how many numbers there are
- Divide: Divide the sum by the count
- Round: Round to the nearest whole number if needed
- Order: Arrange numbers from least to greatest
- Count: Determine how many numbers there are
- Find Middle: If odd count, pick middle number; if even count, average the two middle numbers
- Count: Count how many times each number appears
- Compare: Find the number that appears most often
- Identify: The most frequent number is the mode
• Mean sensitivity: Affected by very large or small numbers
• Median stability: Not affected by extreme values
• Mode existence: May not exist if all numbers appear equally
Basic Statistics: Calculating all three measures for a simple data set to understand the fundamentals.
- Mean: Add all numbers and divide by count
- Median: Order numbers and find middle value
- Mode: Count frequency of each number
Add all numbers: 5 + 7 + 9 + 11 + 13 + 7 + 5 = 57
Count numbers: 7
Mean = 57 ÷ 7 ≈ 8.1
Order numbers: 5, 5, 7, 7, 9, 11, 13
With 7 numbers (odd), median is the middle (4th) number
Median = 7
Count frequencies: 5(2 times), 7(2 times), 9(1 time), 11(1 time), 13(1 time)
Both 5 and 7 appear most often (2 times each)
Mode = 5 and 7 (bimodal)
Mean ≈ 8.1, Median = 7, Mode = 5 and 7
• Multi-measure analysis: Calculate all three measures for complete picture
• Data organization: Ordering helps with median calculation
• Context interpretation: Each measure provides different insight
• Multiple modes: When two values tie for most frequent
Intermediate Statistics: Working with slightly larger data sets to practice all three statistical measures.
Add all numbers: 12 + 15 + 18 + 21 + 24 + 15 + 18 + 18 = 141
Count numbers: 8
Mean = 141 ÷ 8 = 17.625 ≈ 17.6
Order numbers: 12, 15, 15, 18, 18, 18, 21, 24
With 8 numbers (even), median is average of 4th and 5th numbers
Median = (18 + 18) ÷ 2 = 18
Count frequencies: 12(1), 15(2), 18(3), 21(1), 24(1)
Number 18 appears most often (3 times)
Mode = 18
Mean ≈ 17.6, Median = 18, Mode = 18
• Even count median: Average the two middle numbers
• Single mode: One value appears most frequently
• Stability: Median is less affected by extreme values than mean
Uniform Distribution: When all values in a data set are identical, all measures of center are the same value.
Add all numbers: 8 + 8 + 8 + 8 + 8 = 40
Count numbers: 5
Mean = 40 ÷ 5 = 8
Order numbers: 8, 8, 8, 8, 8
With 5 numbers (odd), median is the middle (3rd) number
Median = 8
Count frequencies: 8(5 times)
Number 8 appears most often (5 times)
Mode = 8
Mean = 8, Median = 8, Mode = 8
• Uniform distribution: All measures equal the common value
• Single mode: When all values are the same
• Stability: All measures are identical in uniform distribution
Outlier Effect: When a data set has extreme values (outliers), it affects the mean more than the median.
Add all numbers: 2 + 4 + 6 + 8 + 10 + 12 + 100 = 142
Count numbers: 7
Mean = 142 ÷ 7 ≈ 20.3
Order numbers: 2, 4, 6, 8, 10, 12, 100
With 7 numbers (odd), median is the middle (4th) number
Median = 8
Count frequencies: 2(1), 4(1), 6(1), 8(1), 10(1), 12(1), 100(1)
All numbers appear once
Mode = none
Mean ≈ 20.3, Median = 8, Mode = none
• Outlier effect: Extreme values pull the mean away from the center
• Median stability: Less affected by outliers than the mean
• No mode: When all values appear equally
Multi-Modal Distribution: When multiple values share the highest frequency, creating multiple modes.
Add all numbers: 10 + 12 + 14 + 16 + 18 + 12 + 14 + 16 + 14 + 12 = 138
Count numbers: 10
Mean = 138 ÷ 10 = 13.8
Order numbers: 10, 12, 12, 12, 14, 14, 14, 16, 16, 18
With 10 numbers (even), median is average of 5th and 6th numbers
Median = (14 + 14) ÷ 2 = 14
Count frequencies: 10(1), 12(3), 14(3), 16(2), 18(1)
Both 12 and 14 appear most often (3 times each)
Mode = 12 and 14 (bimodal)
Mean = 13.8, Median = 14, Mode = 12 and 14
• Multi-modal analysis: Count all frequencies to find the mode
• Even count median: Average the two middle values
• Comprehensive view: All three measures provide complete data picture