Center, Shape, & Spread of Data - SAT Math
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What is the range of the data set: 8, 14, 3, 20, 7?
What is the range of the data set: 8, 14, 3, 20, 7?
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Range = 17. Difference between maximum and minimum values: $20 - 3 = 17$.
Range = 17. Difference between maximum and minimum values: $20 - 3 = 17$.
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Which shape of distribution is symmetric with one peak?
Which shape of distribution is symmetric with one peak?
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Normal distribution. Bell-shaped curve with mean, median, and mode all equal.
Normal distribution. Bell-shaped curve with mean, median, and mode all equal.
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Find the interquartile range (IQR) for Q1 = 25 and Q3 = 75.
Find the interquartile range (IQR) for Q1 = 25 and Q3 = 75.
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IQR = 50. Difference between third and first quartiles: $75 - 25 = 50$.
IQR = 50. Difference between third and first quartiles: $75 - 25 = 50$.
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What is the mode of the data set: 4, 4, 5, 6, 6, 6, 7?
What is the mode of the data set: 4, 4, 5, 6, 6, 6, 7?
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Mode = 6. Value that appears most frequently in the data set.
Mode = 6. Value that appears most frequently in the data set.
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What is the standard deviation if variance is 16?
What is the standard deviation if variance is 16?
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Standard Deviation = 4. Standard deviation is the square root of variance: $\sqrt{16} = 4$.
Standard Deviation = 4. Standard deviation is the square root of variance: $\sqrt{16} = 4$.
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Identify the median in the data set: 3, 5, 7, 9, 11.
Identify the median in the data set: 3, 5, 7, 9, 11.
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Median = 7. Middle value when data is ordered from least to greatest.
Median = 7. Middle value when data is ordered from least to greatest.
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What is a histogram used for?
What is a histogram used for?
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A histogram displays the frequency distribution of data. Bars show count in each interval.
A histogram displays the frequency distribution of data. Bars show count in each interval.
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Find the median: 3, 1, 4, 2, 5.
Find the median: 3, 1, 4, 2, 5.
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Median = 3. Ordered: 1,2,3,4,5; middle is 3.
Median = 3. Ordered: 1,2,3,4,5; middle is 3.
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Find the mode: 3, 3, 6, 6, 6, 2, 1.
Find the mode: 3, 3, 6, 6, 6, 2, 1.
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Mode = 6. 6 appears most frequently (3 times).
Mode = 6. 6 appears most frequently (3 times).
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Calculate the range: 12, 7, 19, 5, 10.
Calculate the range: 12, 7, 19, 5, 10.
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Range = 14. $19 - 5 = 14$
Range = 14. $19 - 5 = 14$
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What does a scatter plot show?
What does a scatter plot show?
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A scatter plot shows the relationship between two variables. Points reveal correlation patterns.
A scatter plot shows the relationship between two variables. Points reveal correlation patterns.
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Find the interquartile range: Q1 = 5, Q3 = 15.
Find the interquartile range: Q1 = 5, Q3 = 15.
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IQR = 10. $Q^3 - Q^1 = 15 - 5 = 10$
IQR = 10. $Q^3 - Q^1 = 15 - 5 = 10$
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What is an outlier in a data set?
What is an outlier in a data set?
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An outlier is a data point significantly different from others. Falls far from typical data pattern.
An outlier is a data point significantly different from others. Falls far from typical data pattern.
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What is the purpose of a stem-and-leaf plot?
What is the purpose of a stem-and-leaf plot?
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It displays quantitative data to show distribution details. Separates tens and ones digits clearly.
It displays quantitative data to show distribution details. Separates tens and ones digits clearly.
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How is the geometric mean calculated?
How is the geometric mean calculated?
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$Geometric mean = \sqrt[n]{x_1 \cdot x_2 \cdot ... \cdot x_n}$. Multiply all values, take nth root.
$Geometric mean = \sqrt[n]{x_1 \cdot x_2 \cdot ... \cdot x_n}$. Multiply all values, take nth root.
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Identify the effect of skewness on mean and median.
Identify the effect of skewness on mean and median.
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In skewed data, mean is pulled toward the tail. Median stays centered, mean shifts.
In skewed data, mean is pulled toward the tail. Median stays centered, mean shifts.
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Find the z-score: x = 10, mean = 8, std dev = 1.
Find the z-score: x = 10, mean = 8, std dev = 1.
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z = 2. $(10-8) ÷ 1 = 2$ standard deviations.
z = 2. $(10-8) ÷ 1 = 2$ standard deviations.
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What are quartiles?
What are quartiles?
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Quartiles divide data into four equal parts. 25%, 50%, 75% split points.
Quartiles divide data into four equal parts. 25%, 50%, 75% split points.
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Calculate the mean absolute deviation: 2, 4, 4, 6.
Calculate the mean absolute deviation: 2, 4, 4, 6.
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Mean absolute deviation = 1. Average distance from mean is 1.
Mean absolute deviation = 1. Average distance from mean is 1.
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Find the range: data set 8, 8, 9, 10, 10.
Find the range: data set 8, 8, 9, 10, 10.
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Range = 2. $10 - 8 = 2$
Range = 2. $10 - 8 = 2$
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What is the range of a data set?
What is the range of a data set?
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The range is the difference between the highest and lowest values. Span from minimum to maximum value.
The range is the difference between the highest and lowest values. Span from minimum to maximum value.
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Find the median: data set 5, 9, 3.
Find the median: data set 5, 9, 3.
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Median = 5. Ordered: 3,5,9; middle value is 5.
Median = 5. Ordered: 3,5,9; middle value is 5.
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What does the term 'spread of data' refer to?
What does the term 'spread of data' refer to?
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It refers to the variability or dispersion of data points. How scattered data points are.
It refers to the variability or dispersion of data points. How scattered data points are.
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Identify the best measure of center for skewed data.
Identify the best measure of center for skewed data.
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The median is the best measure for skewed data. Outliers don't affect median much.
The median is the best measure for skewed data. Outliers don't affect median much.
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State the formula for the z-score of a data point.
State the formula for the z-score of a data point.
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$z = \frac{x - \text{mean}}{\text{standard deviation}}$. Standardizes distance from mean in units.
$z = \frac{x - \text{mean}}{\text{standard deviation}}$. Standardizes distance from mean in units.
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How does a dot plot display data?
How does a dot plot display data?
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A dot plot uses dots to represent frequency of data values. Each dot equals one data point.
A dot plot uses dots to represent frequency of data values. Each dot equals one data point.
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How is range calculated in a data set?
How is range calculated in a data set?
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Range = Maximum value - Minimum value. Subtract smallest from largest value.
Range = Maximum value - Minimum value. Subtract smallest from largest value.
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What is the formula for the mean of a data set?
What is the formula for the mean of a data set?
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$Mean = \frac{\sum x_i}{n}$. Sum all values, divide by count.
$Mean = \frac{\sum x_i}{n}$. Sum all values, divide by count.
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What is the shape of a uniform distribution?
What is the shape of a uniform distribution?
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A uniform distribution has equal frequency across values. All intervals have same probability.
A uniform distribution has equal frequency across values. All intervals have same probability.
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How is the median of a data set defined?
How is the median of a data set defined?
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The median is the middle value when data is ordered. Sort values first, then find center.
The median is the middle value when data is ordered. Sort values first, then find center.
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What is a bimodal distribution?
What is a bimodal distribution?
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A distribution with two distinct peaks or modes. Two separate frequency peaks exist.
A distribution with two distinct peaks or modes. Two separate frequency peaks exist.
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Find the standard deviation: data set 4, 4, 5, 5.
Find the standard deviation: data set 4, 4, 5, 5.
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Standard deviation = 0.5. Mean is 4.5, deviations squared and averaged.
Standard deviation = 0.5. Mean is 4.5, deviations squared and averaged.
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What is the interquartile range (IQR)?
What is the interquartile range (IQR)?
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IQR = Q3 - Q1. Third quartile minus first quartile.
IQR = Q3 - Q1. Third quartile minus first quartile.
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What is a cumulative frequency graph?
What is a cumulative frequency graph?
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It shows cumulative totals of data points up to each class. Running total increases at each point.
It shows cumulative totals of data points up to each class. Running total increases at each point.
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What does a frequency polygon represent?
What does a frequency polygon represent?
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It represents the frequencies of data points in a line graph. Connected dots show frequency distribution.
It represents the frequencies of data points in a line graph. Connected dots show frequency distribution.
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What does the skewness of a distribution indicate?
What does the skewness of a distribution indicate?
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Skewness indicates the asymmetry of a distribution. Measures if distribution leans left or right.
Skewness indicates the asymmetry of a distribution. Measures if distribution leans left or right.
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Calculate the variance: data set 2, 2, 3, 3.
Calculate the variance: data set 2, 2, 3, 3.
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Variance = 0.25. Mean is 2.5, deviations squared and averaged.
Variance = 0.25. Mean is 2.5, deviations squared and averaged.
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What is the mode of a data set?
What is the mode of a data set?
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The mode is the most frequently occurring value. Count frequency of each value.
The mode is the most frequently occurring value. Count frequency of each value.
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What does a box plot display?
What does a box plot display?
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A box plot displays the distribution, median, and quartiles of a data set. Five-number summary in visual format.
A box plot displays the distribution, median, and quartiles of a data set. Five-number summary in visual format.
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Describe a positively skewed distribution.
Describe a positively skewed distribution.
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Positively skewed: tail extends to the right. Most data on left, few high values.
Positively skewed: tail extends to the right. Most data on left, few high values.
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Find the mean: 4, 8, 6, 5.
Find the mean: 4, 8, 6, 5.
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Mean = 5.75. $(4+8+6+5) ÷ 4 = 5.75$
Mean = 5.75. $(4+8+6+5) ÷ 4 = 5.75$
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Identify the measure of central tendency least affected by outliers.
Identify the measure of central tendency least affected by outliers.
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The median is least affected by outliers. Extreme values don't shift median much.
The median is least affected by outliers. Extreme values don't shift median much.
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What does the standard deviation measure?
What does the standard deviation measure?
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The standard deviation measures data spread around the mean. Shows how far values deviate from center.
The standard deviation measures data spread around the mean. Shows how far values deviate from center.
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State the formula for variance.
State the formula for variance.
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$Variance = \frac{\sum (x_i - \text{mean})^2}{n}$. Square deviations from mean, then average.
$Variance = \frac{\sum (x_i - \text{mean})^2}{n}$. Square deviations from mean, then average.
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Identify the shape of a symmetric distribution.
Identify the shape of a symmetric distribution.
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A symmetric distribution is mirrored around its center. Both sides look identical when folded.
A symmetric distribution is mirrored around its center. Both sides look identical when folded.
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Describe a negatively skewed distribution.
Describe a negatively skewed distribution.
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Negatively skewed: tail extends to the left. Most data on right, few low values.
Negatively skewed: tail extends to the left. Most data on right, few low values.
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What is the median of the data set: 3, 7, 9, 2, 4?
What is the median of the data set: 3, 7, 9, 2, 4?
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The median is 4. Middle value when ordered: 2, 3, 4, 7, 9.
The median is 4. Middle value when ordered: 2, 3, 4, 7, 9.
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What is the mean of the data set: 4, 8, 6, 10, 2?
What is the mean of the data set: 4, 8, 6, 10, 2?
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The mean is 6. Sum all values (30) and divide by count (5).
The mean is 6. Sum all values (30) and divide by count (5).
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Which measure of center is most affected by outliers?
Which measure of center is most affected by outliers?
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The mean is most affected. Outliers pull the mean toward extreme values.
The mean is most affected. Outliers pull the mean toward extreme values.
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Identify the shape of a distribution with a long right tail.
Identify the shape of a distribution with a long right tail.
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The shape is right-skewed. Long tail extends toward higher values on the right.
The shape is right-skewed. Long tail extends toward higher values on the right.
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