Right Skewed Vs Left Skewed Histogram
The difference between right skewed and left skewed histogram are mentioned below:
|
Feature |
Right Skewed Histogram |
Left Skewed Histogram |
|---|---|---|
|
Tail Direction |
In a right skewed histogram, the tail extends towards the higher values, indicating a skewness towards the right side. |
In contrast, a left skewed histogram has a tail that extends towards the lower values, skewing towards the left side. |
|
Peak Position |
The peak of a right skewed histogram is towards the left, with the majority of data points on the right side. |
Conversely, in a left skewed histogram, the peak is towards the right, with most data points on the left side. |
|
Mean, Median, Mode Relationship |
In a right skewed histogram, the mean is greater than or equal to the median, which is greater than the mode. |
For a left skewed histogram, the mean is less than or equal to the median, which is less than the mode. |
|
Data Distribution |
Right skewed histograms typically have outliers or extreme values on the higher end of the distribution, causing the skewness towards the right. |
Left skewed histograms often have outliers or extreme values on the lower end of the distribution, leading to left skewness. |
|
Symmetry |
Right skewed histograms are asymmetric with a longer tail on the right side. |
Left skewed histograms are also asymmetric but with a longer tail on the left side. |
The image of the right vs left skewed histogram is shown below:
Right Skewed Histogram
Right-skewed histogram is a graph showing the distribution of the data that is skewed to the right end, which means the tail of the graph is around the right side. Interpreting this type of histogram is crucial because it helps understand data distribution. In a right-skewed histogram, the bulk of the data points are settled on the left side, whereas a few extreme values drag the tail on the right. In the following article, we will learn the concept of histograms with a more narrow focus on right-skewed histograms for normal distributions.
Table of Content
- What is a Histogram?
- What is a Right-Skewed Histogram?
- How to Identify a Right-Skewed Histogram
- Interpretation of a Right-Skewed Histogram
- Mean, Median, and Mode in a Right Skewed Histogram
- How to Calculate Mean, Median, and Mode in a Right Skewed Histogram?
- Right Skewed Vs Left Skewed Histogram