What are some examples of outliers in data?
An example of an AI chatbot conversation about identifying outliers in data sets.
What are some examples of outliers in data?
Outliers are data points that differ significantly from other observations. For example, in a dataset of people's heights, if most people are between 5 and 6 feet tall, a height of 8 feet would be an outlier.
Can you give me another example?
Sure! In a dataset of test scores, if most students score between 70 and 90, a score of 30 or 100 could be considered outliers.
How do outliers affect data analysis?
Outliers can skew results and affect statistical measures like mean and standard deviation, leading to misleading conclusions.
What methods can I use to detect outliers?
Common methods include the Z-score method, IQR (Interquartile Range), and visualizations like box plots.
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