What is the Difference Between Mean and Median?
🆚 Go to Comparative Table 🆚The main difference between mean and median lies in the way they represent the central tendency of a dataset. Here are the key differences between the two:
- Mean: The mean is the average of a set of numbers, calculated by adding all the numbers together and dividing the sum by the total number of values. It is sensitive to outliers and can be affected by any single value being too high or too low compared to the rest of the dataset.
- Median: The median is the middle value in a list of given numbers numerically ordered from smallest to largest. It is not much sensitive to outlier data and defines the central value of the data set. In case of an odd number of observations, the median is the middle value, while for an even number of observations, it is the arithmetic mean of the two middle values.
In summary, the mean is the average of a dataset, while the median is the middle value of the dataset. The median is less sensitive to outliers compared to the mean, making it a useful measure when dealing with datasets that have extreme values.
Comparative Table: Mean vs Median
The difference between mean and median can be summarized as follows:
Feature | Mean | Median |
---|---|---|
Definition | Mean is the average of a set of values in a given data set | Median is the central value in a data set |
Calculation | Calculated by adding all the values in the data set and dividing by the number of values | Calculated by arranging all the numbers in ascending or descending order and selecting the middle value. If there is an even number of observations, the median is the average of the two middle values |
Sensitivity to Outliers | Highly affected by extreme values | Less affected by extreme values |
Suitability | Suitable for data sets that follow a normal distribution | Suitable for data sets that do not follow a normal distribution or have outliers |
Both mean and median are measures of central tendency, but they are used in different scenarios. Mean is the average of a set of values, while median is the central value in a data set. Mean takes every value in the given data set for calculation, whereas the median is calculated using only the middle value(s).
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