How can I use scatter plots to identify outliers in my data?
An example of an AI chatbot conversation about using scatter plots to find outliers.
How can I use scatter plots to identify outliers in my data?
Scatter plots are great for visualizing data points. You can identify outliers by looking for points that are distant from the main cluster.
What do you mean by distant? Can you give me an example?
Sure! If most of your data points are clustered around a certain range, any point that falls far outside this range can be considered an outlier.
Are there specific techniques to quantify how far a point is from the cluster?
Yes, you can use statistical methods like the Z-score or IQR (Interquartile Range) to quantify outliers in your data.
Can you show me how to create a scatter plot in Python?
Absolutely! You can use libraries like Matplotlib or Seaborn. Would you like a code snippet for that?
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