measure of statistical dispersion

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In descriptive statistics, the interquartile range (IQR) is a measure of statistical dispersion, which is the spread of the data. The IQR may also be called the midspread, middle 50%, fourth spread, โ€ฆ Wikipedia
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Wikipedia
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Interquartile range - Wikipedia
3 weeks ago - In descriptive statistics, the interquartile range (IQR) is a measure of statistical dispersion, which is the spread of the data. The IQR may also be called the midspread, middle 50%, fourth spread, or Hโ€‘spread. It is defined as the difference between the 75th and 25th percentiles of the data.
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ThoughtCo
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Understanding the Interquartile Range in Statistics
May 8, 2025 - The range gives us a measurement of how spread out the entirety of our data set is. The interquartile range, which tells us how far apart the first and third quartile are, indicates how spread out the middle 50% of our set of data is.
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What does the IQR tell you?
The IQR tells us the range of the middle 50% of a data set (where most of the values lie). It is used as a measure of variability in concert with the Median, and is preferred in cases where there may be outliers, as the median, quartiles, and IQR and not affected by outliers.
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study.com
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Interquartile Range | Definition, Formula & Examples - Lesson | ...
What is the rule for IQR?
The IQR rule for outliers defines the upper and lower bounds beyond which data points are considered outliers. The limits are given by: ยท Upper limit = Q3 + (1.5)IQR ยท Lower limit = Q1 - (1.5)IQR
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Interquartile Range | Definition, Formula & Examples - Lesson | ...
What are Q1, Q3, and IQR?
Q1 is the first quartile, or 25th percentile. Q3 is the third quartile, or 75th percentile. The IQR is the interquartile range, or the distance between Q1 and Q3. It is calculated with Q3 - Q1.
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Interquartile Range | Definition, Formula & Examples - Lesson | ...
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Reddit
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r/AskStatistics on Reddit: Help interpreting an interquartile range (IQR)
May 4, 2023 -

I'm having difficulty understanding how to interpret an IQR.

Is an IQR the amount of distance or range that the middle 50% of the data set can vary from the median? Similar to how the standard deviation is the typical amount of spread or distance each data point is from the mean?

For instance, say we are studying New York state resident incomes and found the median income is $25,200 and the IQR is $38,000. Does this mean that a data point from the middle 50% can vary from the median by up to $38,000 in either direction of the median? So, just like with the mean and standard deviation, we add and subtract the IQR from the median to get a range of -$12,800 and $63,200. Or, is it simply the possible range the middle 50% of the data can vary by? So, in this example, the spread of the middle 50% of the data can be up to $38,000.

I suspect the latter interpretation is correct since in the former case we end up with a negative boundary point that does not make sense in this context. However, if it is the latter interpretation, and the median is not being used as a point to add to and subtract from, then what would be the boundary values that the middle 50% of the data falls in between?

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Is an IQR the amount of distance or range that the middle 50% of the data set can vary from the median? No It's just the distance between the 25th and 75th percentile. Sample IQR is the range of the middle half of the data. Does this mean that a data point from the middle 50% can vary from the median by up to $38,000 in either direction of the median? No. the spread of the middle 50% of the data can be up to $38,000. Nearly; the range of the middle 50% is 38000. You seem to be thinking about differences between values that are not at the quartiles, but somehow values in between them. [However, for sample IQR, vagaries of the calculation in finite samples and the specific definition of sample quartile you use can have some impact; e.g. you may need to include one or both of the quartiles to get to 50%, and in some cases the quartiles may fall between data points in which case there could be a slightly smaller interval that also includes half. Sample quantiles are tricky to define and you may want slightly different properties to apply in different situations, which is why there's so many definitions). R has 9 different quantile definitions available in the function quantile, without considering Tukey's definition of "hinge" in boxplots.] what would be the boundary values that the middle 50% of the data falls in between The quartiles that you calculated the range between. What does IQR stand for? It's the inter-quartile range, literally "the distance between the quartiles"; the name tells you exactly how it is obtained. So the boundary values are the first and third quartiles, the very things you take the difference of (Q3-Q1) to get the range between them -- the inter-quartile range (IQR) -- in the first place
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Statology
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How to Interpret Interquartile Range (With Examples)
May 11, 2021 - According to the Interquartile Range Calculator, the interquartile range (IQR) for this dataset is calculated as: ... This tells us that the middle 50% of values in the dataset have a spread of 14.5 inches.
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Statistics By Jim
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Interquartile Range (IQR): How to Find and Use It - Statistics By Jim
May 13, 2025 - The interquartile range (IQR) measures the spread of the middle half of your data. It is the range for the middle 50% of your sample. Use the IQR to assess the variability where most of your values lie.
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Statistics Canada
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4.5.1 Calculating the range and interquartile range
The upper quartile, or third quartile (Q3), is the value under which 75% of data points are found when arranged in increasing order. The median is considered the second quartile (Q2). The interquartile range is the difference between upper and lower quartiles.
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Outlier
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What Is the Interquartile Range (IQR)? | Outlier
July 17, 2023 - The first quartile (also called ... percentile. The interquartile range is useful because it tells you how spread out the middle 50 percent of your data is....
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BBC
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Interquartile range - Comparing data sets using statistics - National 5 Maths Revision - BBC Bitesize
March 1, 2023 - The interquartile rangecloseinterquartile rangeThe interquartile range is the difference between the upper quartile and the lower quartile.
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Study.com
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Interquartile Range | Definition, Formula & Examples - Lesson | Study.com
December 13, 2023 - We have shown that the IQR is simply ... subtract the smaller quartile from the larger one. The IQR tells us the range of the middle 50% of a data set (where most of the values lie)....
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Khan Academy
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Interquartile range review (article)
In statistics, we try to make sense of the world by collecting, organizing, analyzing, and presenting large amounts of data. For example, you may survey your friends about what tv show is most popular, but the small sample size will not give you an accurate idea of what ALL 6th graders like ...
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ScienceDirect
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Interquartile Range - an overview | ScienceDirect Topics
The Interquartile Range (IQR) is defined as the difference between the third quartile (Q3) and the first quartile (Q1) of a data distribution. It provides a measure of the spread of the middle half of the data. AI generated definition based on: Data Mining (Third Edition), 2012 ...
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Quora
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What does the interquartile range describe? - Quora
Answer (1 of 2): As noted, it gives you the range between the case(s) at the 25th percentile of a particular variableโ€™s distribution and the 75th percentile. So, that is half your range, centered on the median, the 50th percentile. You see this statistic used quite frequently in bench-marking ...
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CK-12 Foundation
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Flexi answers - What does the interquartile range tell us? | CK-12 Foundation
September 11, 2025 - The interquartile range (IQR) measures the spread of the middle 50% of a data set. It is the difference between the third quartile (Q3) and the first quartile (Q1). The IQR helps identify the variability and detect outliers in the data. The formula is: \[ \text{IQR} = Q3 - Q1 \] This range ...
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GeeksforGeeks
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Interquartile Range (IQR) in Statistics- Formula and Examples - GeeksforGeeks
November 8, 2023 - The IQR is simply the difference ... Quartile(Q1)} It tells us how spread out the central 50% of the data is which helps to gauge the data's variability without being influenced by outliers....
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YouTube
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Find & Understand the Interquartile Range (IQR) of Data - YouTube
More Lessons: http://www.MathAndScience.comTwitter: https://twitter.com/JasonGibsonMath In this lesson, you will learn about the interquartile range of data...
Published ย  December 23, 2021
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Scribbr
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How to Find Interquartile Range (IQR) | Calculator & Examples
June 21, 2023 - In descriptive statistics, the interquartile range tells you the spread of the middle half of your distribution. Quartiles segment any distribution thatโ€™s
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Sherpa Online
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What is the interquartile range a measure of and how do you work it out?
May 21, 2021 - The interquartile range is a measure of the "spread" of the data and represents the central 50%. It gives us an idea of the degree of variability. A small IQR would suggest the central data are close together and therefore are more consistent, whereas a large IQR would suggest a larger spread ...