Detecting and controling outliers with PowerBI

  Рет қаралды 16,121

Analyze It

Analyze It

Күн бұрын

In this video, you will learn how to detect outliers using PowerBi. Specifically, we are detecting and excluding outlier through the calculation of Z-score. Then, we show you how to filter your visual by excluding the outliers. This video is specifically for Power BI with

Пікірлер: 22
@srinivasseena6574
@srinivasseena6574 Күн бұрын
Superb
@TassouIffa
@TassouIffa 2 ай бұрын
Many thanks ! good explanation
@msughmosesatser5306
@msughmosesatser5306 5 ай бұрын
Thank you so much. I never seen a very simple way of controlling outliers in your dataset as good as this.
@AnalyzeIt_Nael
@AnalyzeIt_Nael 5 ай бұрын
Glad it was helpful!
@AnalyzeIt_Nael
@AnalyzeIt_Nael 5 ай бұрын
Also please note that z-score method assumes the data sets has a frequency distribution that are mound shaped and symmetric.
@stephaniewilson5595
@stephaniewilson5595 4 жыл бұрын
Excellent video , thank you!
@hannaberndt8249
@hannaberndt8249 2 жыл бұрын
Thank you - this is really super helpful!
@08152713755
@08152713755 5 жыл бұрын
Thanks. This is what i have been looking for
@AnalyzeIt_Nael
@AnalyzeIt_Nael 5 жыл бұрын
Glad, it helps you in your job. You can also see the outliers using an imported box plot visual powerbi.microsoft.com/en-us/blog/visual-awesomeness-unlocked-box-and-whisker-plots/ Power bi also integrates Python and if you know package such as numpy, matplot lib, you can get a lot of these done visually too
@chukkyochonogor7601
@chukkyochonogor7601 4 жыл бұрын
Thanks, very helpful
@elahehsamandi914
@elahehsamandi914 Жыл бұрын
Thank you, It was very helpful, and you explained it excellently!
@AnalyzeIt_Nael
@AnalyzeIt_Nael Жыл бұрын
You are welcome
@kittydoes7600
@kittydoes7600 3 жыл бұрын
Is this the same process if I have months as slicers and want to filter outliers based on selected months?
@Xiao-rf9kl
@Xiao-rf9kl 5 жыл бұрын
Hello, how about if I want dynamic zscore based on data slicers? Thanks!
@AnalyzeIt_Nael
@AnalyzeIt_Nael 5 жыл бұрын
I would think that you can have the mean and standard deviation as calculated measures and then you do your z-score as a new column on which you can use a slicer
@priyankajadhav6742
@priyankajadhav6742 4 жыл бұрын
"no ole db error information found " i am getting the above error . can you help?
@MAbdullah47
@MAbdullah47 3 жыл бұрын
where we can find the resources of this Video?
@tameimpalan
@tameimpalan 2 жыл бұрын
why did u used -3 and 3? could u explain that pls?
@AnalyzeIt_Nael
@AnalyzeIt_Nael 2 жыл бұрын
Let me first emphasize that there are serval ways in which you can determine if an observation is an outlier. z-score method only applies to data sets with frequency distributions that are mound shaped and symmetric. The z-score tells you how many standard deviations away a value is from the mean. Any z-score greater than 3 or less than -3 is considered to be an outlier. This rule of thumb is based on the empirical rule. From this rule, it is often seen that almost all of the data (99.7%) would be within three standard deviations from the mean. By calculating the z-score you are standardizing the observation, meaning the standard deviation is now 1. Thus, from the empirical rule you expect that 99.7% of the z-scores to be within -3 and 3. Another method you can use to determine the Interquartile Range (IQR) outlier Fences.
@tameimpalan
@tameimpalan 2 жыл бұрын
@@AnalyzeIt_Nael Amazing explanation, thank you so much!
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