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    Box plots are a great way to visualize data distributions, and Python's matplotlib library allows extensive customization. Below is a guide to create customized box plots and add data labels.

    Steps to Build and Customize Box Plots

    • Import Required Libraries Start by importing the necessary libraries:

    import matplotlib.pyplot as plt
    import numpy as np
    ನಕಲಿಸಲಾಗಿದೆ!

    • Generate Sample Data Create some random data for demonstration:

    np.random.seed(10)
    data = [np.random.normal(100, 10, 200),
    np.random.normal(90, 20, 200),
    np.random.normal(80, 30, 200)]
    ನಕಲಿಸಲಾಗಿದೆ!

    • Create a Basic Box Plot Use plt.boxplot() to generate the plot:

    fig, ax = plt.subplots(figsize=(10, 6))
    box = ax.boxplot(data, patch_artist=True, notch=True)
    ನಕಲಿಸಲಾಗಿದೆ!

    • Customize the Box Plot Add colors, modify whiskers, and style medians:

    colors = ['#FF9999', '#99FF99', '#9999FF']
    for patch, color in zip(box['boxes'], colors):
    patch.set_facecolor(color)

    for whisker in box['whiskers']:
    whisker.set(color='black', linewidth=1.5)

    for median in box['medians']:
    median.set(color='red', linewidth=2)
    ನಕಲಿಸಲಾಗಿದೆ!
    What is the purpose of a box plot?

    A box plot shows the distribution of data for a continuous variable. How are box plots used? Box plots help you see the center and spread of data. You can also use them as a visual tool to check for normality or to identify points that may be outliers. Is a box plot the same as a box-and-whisker plot? Yes.

    jmp.com
    Machine Learning Plus
    https://machinelearningplus.com/plots/python-boxplot
    Python Boxplot – How to create and interpret boxplots (also find ...
  1. GeeksForGeeks
    https://www.geeksforgeeks.org › data-visualiza…ಈ ಫಲಿತಾಂಶವನ್ನು ಅನುವಾದಿಸಿ

    Box Plot in Python using Matplotlib - GeeksforGeeks

    ಜುಲೈ 12, 2025 · Let us create the box plot by using numpy.random.normal () to create some random data, it takes mean, standard deviation, and the desired number of values as arguments.

    • Let us create the box plot by using numpy.random.normal () to create some random data, it takes mean, standard deviation, and the desired number of valu…

    ಕೇವಲ geeksforgeeks.org ಇಂದ ಫಲಿತಾಂಶಗಳನ್ನು ನೋಡಿ
  2. Machine Learning Plus
    https://machinelearningplus.com › plots › pytho…ಈ ಫಲಿತಾಂಶವನ್ನು ಅನುವಾದಿಸಿ

    Python Boxplot – How to create and interpret boxplots (also find ...

    Box plot is method to graphically show the spread of a numerical variable through quartiles. From the below image you can see what information we generally get from a box plot.
    machinelearningplus.com ನಲ್ಲಿ ಹೆಚ್ಚಿನದನ್ನು ನೋಡಿ
  3. seaborn
    https://seaborn.pydata.org › generated › seabor…ಈ ಫಲಿತಾಂಶವನ್ನು ಅನುವಾದಿಸಿ

    seaborn.boxplot — seaborn 0.13.2 documentation

    • ಇನ್ನಷ್ಟು ನೋಡಿ

    A box plot (or box-and-whisker plot) shows the distribution of quantitative data in a way that facilitates comparisons between variables or across levels of a categorical variable.

  4. ನಿಮಗೆ ಇಷ್ಟವಾಗಬಹುದಾದ ಶೋಧಗಳು

  5. DataCamp
    https://www.datacamp.com › tutorial › python-…ಈ ಫಲಿತಾಂಶವನ್ನು ಅನುವಾದಿಸಿ

    Python Boxplots: A Comprehensive Guide for Beginners

    • ಇನ್ನಷ್ಟು ನೋಡಿ

    ಜುಲೈ 17, 2024 · Learn to create and customize boxplots in Python. This comprehensive guide covers Matplotlib, and Seaborn, helping you visualize data distributions effectively.

  6. Plotly
    https://plotly.com › python › …ಈ ಫಲಿತಾಂಶವನ್ನು ಅನುವಾದಿಸಿ

    Box plots in Python

    Over 19 examples of Box Plots including changing color, size, log axes, and more in Python.

  7. Matplotlib
    https://matplotlib.org › ... › bo…ಈ ಫಲಿತಾಂಶವನ್ನು ಅನುವಾದಿಸಿ

    Boxplots — Matplotlib 3.10.8 documentation

    # This is actually more efficient because boxplot converts # a 2-D array into a list of vectors internally anyway. data = [data, d2, d2[::2]] # Multiple box plots on one …

  8. ಜನರು ಸಾಮಾನ್ಯವಾಗಿ ಇಂಥ ಪ್ರಶ್ನೆ ಕೇಳುತ್ತಾರೆ
    ಪ್ರತಿಕ್ರಿಯೆ
  9. coderivers.org
    https://coderivers.org › blog › box-plot-pythonಈ ಫಲಿತಾಂಶವನ್ನು ಅನುವಾದಿಸಿ

    Mastering Box Plots in Python: A Comprehensive Guide

    ಮಾರ್ಚ್ 29, 2025 · Whether you are a beginner in data analysis or looking to brush up on your visualization skills, this guide will provide you with the knowledge and code examples to effectively …

  10. codepointtech.com
    https://codepointtech.com › mastering-box-plot…ಈ ಫಲಿತಾಂಶವನ್ನು ಅನುವಾದಿಸಿ

    Box Plots in Python: A Matplotlib Guide - codepointtech.com

    ಸೆಪ್ಟೆಂ 1, 2025 · This comprehensive guide will walk you through everything you need to know to create stunning and informative box plots in Python using Matplotlib. We’ll cover the basics, …

  11. craftedstack.com
    https://craftedstack.com › bl…ಈ ಫಲಿತಾಂಶವನ್ನು ಅನುವಾದಿಸಿ

    How to use Box-and-Whisker plots in python

    ಮಾರ್ಚ್ 5, 2025 · Box plots are a powerful visualization tool for getting a basic understanding of the distribution of some sample data. In this article, we’ll cover …

  12. TutorialsPoint
    https://www.tutorialspoint.co…ಈ ಫಲಿತಾಂಶವನ್ನು ಅನುವಾದಿಸಿ

    Matplotlib - Box Plots - Online Tutorials Library

    A box plot represents the distribution of a dataset in a graph. It displays the summary statistics of a dataset, including the minimum, first quartile (Q1), …

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