Problem 4: Visualize Outliers with a Boxplot
Easypython
Learn the Concept: Outlier DetectionProblem Description
Write a Python program that creates a boxplot for a given list of numbers using Matplotlib, to visually display the presence of any outliers.
Input
A list of numbers containing at least one clear outlier.
Output
A displayed boxplot showing the data's distribution and any outlier points.
Constraints
- The list will contain at least 6 numbers.
Example Input
text[15, 18, 16, 17, 19, 90]
Example Output
text(A boxplot window showing most values clustered together, with 90 marked as an outlier point)
Concepts Covered
plt.boxplot(), visual outlier detection.
Related Problems
- Problem 1: Detect Outliers Using the IQR MethodEasy · pythonSolve Problem
- Problem 2: Detect Outliers Using the Z-score MethodEasy · pythonSolve Problem
- Problem 3: Remove Outliers from a DatasetEasy · pythonSolve Problem