5 Tweets 6 reads Sep 09, 2023
Confidence ellipse can help to identify outliers πŸ”½
Here is how to draw it!
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Looking at a simple scatterplot it is hard to define the border between "normal" values and outliers.
But with matplotlib, it is easy to draw the confidence ellipse, which will help to decide.
Find the code below πŸ‘‡
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Matpltolib uses standard deviation to determine outliers.
The default value is 3 which makes the ellipse enclose 98.9% of the points.
Here is the link to the code: matplotlib.org
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That's it for today.
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Thanks πŸ˜‰
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