Five Number Summaries |
Minimum (MinX) |
the smallest number in the data |
1st quartile (Q1) |
the median of the lower half of the data |
Median (Med) |
the middle of the data |
3rd quartile (Q3) |
median of the upper half of the data |
Maximum (MaxX) |
the largest number in the data |
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Other Data Analysis Terms |
Mean(x̄) |
∑x / n (where n is the number of pieces in the data) |
Mode |
the number that appears the most |
Range |
the difference between the minimum and the maximum |
Standard Deviation(Sx or σx) |
1. find the mean (x̄) of the whole data set (∑x/n) 2.subtract each number from the mean and square it. 3.Find the mean of the squared differences. Your σx is the square root of the new mean. |
σx |
is standard deviation of the whole population. At the end of calculation, divide by "n" |
Sx |
standard deviation of a sample of the data. At the end of calculation, you divide it by "n-1" |
Mean Absolute Deviation (MAD) |
1. Find the mean of the data 2.Find the absolute difference between each value and the mean. Then find the mean of the absolute differences |
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SOCS |
Shape |
What is the shape of the graph? |
SPUGS! |
You can find the shape of the graph with a histogram of the data set |
1.Symmetric |
the graph is symmetrical |
2. Peaks |
unimodal (1 peak), bimodal (2 peaks), or multimodal (3 or more peaks) |
3. Uniform |
all of the data are the same value |
4. Gaps |
In a histogram, there is a section that has nothing. |
5. Skewness |
skewed left: the tail points left skewed right: the tail points right |
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Outliers |
Are there any outliers in the data set? |
Outliers are more of a yes or no question |
find the interquartile range, from Q1 to Q3. multiply it by 1.5 and subtract/add from the mean. That is the borderline. Anything greater than the border line is an outlier |
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From now on, it will be separated based on whether or not there is an outlier or not. |
a = no outlier |
b = outlier |
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Center |
What is the center of the data set? |
a |
mean |
b |
median |
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Spread |
What is the spread of the data set? |
a |
Standard Deviation |
b |
IQR, range, and five number summary |
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In the end, add an explanation to your data set, analyzing using all of the information |