Seaborn boxplot labels pyplot that helps to plot the graph diagram. set_yticks () functions in axes module of Feb 15, 2023 · This tutorial explains how to display a mean on a boxplot in seaborn, including an example. This code snippet creates a Pandas DataFrame with a categorical column ‘Category’ and a numeric ‘Value’ column. Apr 10, 2024 · I have created a boxplot using seaborn and matplotlib and I have added the means by setting showmeans to true like so: sns. Jul 23, 2025 · Seaborn is Python's visualization library built as an extension to Matplotlib. Sep 2, 2024 · In this post, we will explore how to customize legends in Seaborn boxplots, ensuring that the labels and colors are both informative and accurate. The Current Code: testPlot = sns. Maybe there is better way to do it. Seaborn, a Python data visualization library Mar 28, 2022 · I want to get a picture like this (just focus on the boxplots): As you can see the x-labels of the picture represent the average spacing of the boxplot. I want the legend to show the label for each set of boxplots, i. Normally, all the parts of the graph are numerically ticked. If there is a mismatch, the legend may not display correctly. Values can be one of the following types: string (used literally; pass “” to clear the default label) function (called on the default label) For coordinate variables, the value sets Jul 5, 2024 · Seaborn is a powerful Python library for data visualization that makes it easy to create aesthetically pleasing and informative plots. Next, create the box plot by using the method named boxplot () with object reference sns. label(*, title=None, legend=None, **variables) # Control the labels and titles for axes, legends, and subplots. This article will guide you through the steps to add a title Dec 17, 2024 · I would like to show some values in a Seaborn box plot such as Total# observations, Mean, Mix/Max value for each box plot series. How do I do this given the below format? Jul 17, 2023 · Output Example 5 In the following example, we will start the program by importing the modules- seaborn and matplotlib. Are you looking to do this in Matplotlib instead? Jul 17, 2022 · Styling the X-axis and Y-axis Labels of a Seaborn Plot By default, Seaborn will use the column name for the axis labels. Jul 29, 2016 · How can I label each boxplot in a seaborn plot with the median value? E. io Jul 15, 2025 · Boxplot is used to see the distribution of numerical data and identify key stats like minimum and maximum values, median, identifying outliers, understanding how data is distributed and can compare the distribution of data across different categories or variables. Aug 9, 2020 · Quick guide on how to label common seaborn/matplotlib graphs: line graph, bar graphs, histogram Nov 23, 2024 · Learn to change the titles and labels of your Seaborn legend for clearer visual representation. 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. Boxplots (or box-and-whisker plots) are particularly useful for summarizing the distribution of numerical data across categories, making them a staple in fields like biology, medicine, and social sciences. It then draws a boxplot using Seaborn’s boxplot() function with the x-axis categories explicitly ordered according to the list passed to the order parameter. 1, the legend label is stored in ax. boxplot but I couldn't get it. pyplot. Seaborn handles defaults, but you can refine with Matplotlib for titles, axis labels, and custom annotation. xticks(), and plt. catplot Combine a categorical plot with a FacetGrid. We've also covered how to customize the colors, labels, ordering, as well as overlay swarmplots and subplot multiple boxplots. Lets see a example: We Mar 10, 2023 · In this tutorial, we've gone over several ways to plot a boxplot using Seaborn and Python. Jan 4, 2023 · This tutorial explains how to order boxplots on the x-axis in seaborn, including several examples. ylabel functions. In this tutorial, we will focus on a common requirement in data visualization - removing or hiding x-axis labels from a Seaborn/Matplotlib plot. Feb 26, 2024 · The boxplot shows the text ‘Mid-range’ placed at the center of the plot. Learn how to interpret and customize your boxplots for effective data visualization. Jun 14, 2019 · I am unable to set x axis ticklabels for a seaborn lineplot correctly. Just wondering if anyone knows how to make X-axis label (NAME) and Y-axis label (QTY) appear "Bold" on the chart. boxplot together with your data. It provides beautiful default styles and color palettes to make statistical plots more attractive. As workaround you could annotate your plot manually with matplotlib's function. Is there a way to show these in the plot? import seaborn as sns imp Jul 20, 2017 · Here are some other ways to edit the legend of a seaborn figure (as of seaborn 0. ) as well as Figure-level functions (lmplot, factorplot, jointplot, relplot etc. And if there are multiple data in the graph, then it tells which component represents which data. For example, we can pass the labels as the month names as shown below in the problem 4 days ago · Data visualization is a cornerstone of data analysis, allowing researchers and analysts to uncover patterns, trends, and outliers at a glance. legend() which yielded no Aug 16, 2023 · A comprehensive guide to creating and customizing boxplots using the Seaborn library in Python. 0, this can be disabled by setting native_scale=True. It is built on the top of matplotlib library and also closely integrated into the data structures from pandas. This approach is May 19, 2025 · Explore Box Plot in Python using Seaborn for insightful data visualization and efficient analysis of complex datasets. Boxplot summarizes a sample data using 25th, 50th and 75th percentiles. I'm currently trying to use Seaborn to create plots for my academic papers. One of its strong points is customization, allowing you to fine-tune various aspects of your plots, including font sizes of labels, titles, and ticks. Among these, Seaborn and Matplotlib are two of the most widely used. It captures the summary of the data efficiently with a simple box and whiskers and allows us to compare easily across groups. DataFrame. Nov 22, 2019 · This tutorial draws different Seaborn Boxplots using the Python Seaborn library. yticks() to create effective and visually appealing plots. Additional keywords correspond to variables defined in the plot. Seaborn is built on top of Matplotlib, which allows you to add and customize titles in significant detail. Draw a box plot to show distributions with respect to categories. Aug 2, 2024 · With Seaborn, we're going to accomplish just that ! Seaborn is similar to a magical instrument that enables us to use data to produce incredible graphs or visuals. 13. boxplot A traditional box-and-whisker plot with a similar API. These percentiles are also known as Dec 27, 2019 · In this example, we have new x and y-axis labels using plt. Seaborn aims to make visualization of the central part of exploring and understanding data. When we call upon these methods, we can also set the font size and the font weight. We’ll cover basic plots, grouped boxplots (with `hue`), customization, and troubleshooting common issues. Incorrect label names: Make sure that the labels specified in the legend match the actual category or variable names used in the plot. Then it uses the random data using a list to depict the fake data. It includes examples for editing the colors, columns and labels of a box plot. Complete tutorial with showmeans, mean markers, and custom styling examples Note By default, this function treats one of the variables as categorical and draws data at ordinal positions (0, 1, … n) on the relevant axis. Apr 27, 2024 · I have a boxplot and need to remove the x-axis ('user_type' and 'member_gender') label. boxplot(data=df, x="Job", y="Age", order=ylabels, showmeans=True) However, the means do not show up in the legend. g. texts[0], where ax is the matplotlib Axes returned by sns. plot functions can also be used to change the size of the labels by using size as another argument. Seems like I have to pass the variables as list in boxplot function. In the following example, we start from a simple boxplot and add annotations to it. Python matplotlib has a boxplot command. boxplot () function is used to plot it and in this article we will learn about it. seaborn. box_plot=sns. 10. This means that you can edit the legend label without changing anything else about the legend as follows. e. ylabel () Utilizing set_xlabel () and set_ylabel () on Seaborn plot objects Best practices for creating readable, informativelabels Let‘s dive in and learn how to take your Seaborn charts to the next level with thoughtful axis labeling! Why Axis Labeling Matters Before we cover the practical tools for setting axis labels in Seaborn, it‘s May 26, 2020 · In the following example I will (1) load some data from an CSV file into a dataframe, (2) filter that data based on specific values in a column, (3) present that data in a boxplot using Seaborn, and (4) decide the order in which the data is presented and what labels should be used. import pandas as pd import numpy as np import seaborn as sns import matplotlib. Using matplotlib would be easier here, because the matplotlib boxplot function directly returns the fliers, so one can reuse them. set () function from the matplotlib library of python. But everything is overlapped and is difficult to read. Similarly, Seaborn makes adding and customizing titles or axis labels simple and intuitive. How can I change the ticks to names instead of positions? For illustration, I mean the Mon Tu May 10, 2024 · Seaborn is a popular data visualization library in Python that provides a high-level interface for creating informative and visually appealing statistical graphics. Plot. Axes-level functions return Matplotlib axes objects with the plot drawn on them while figure-level functions include axes that are always organized in a Jan 2, 2023 · In this tutorial, you’ll learn how to add titles and axis labels to Seaborn plots. Legend: -blue box- A, -red box- B Added labels='A' and Jun 9, 2022 · I'm trying to add the labels for the quartiles and median for Seaborn's boxplots, any ideas? Using ax. Rate']),data=Dataframe) box_plot. Jul 23, 2025 · Seaborn is a powerful Python visualization library that provides a high-level interface for drawing attractive and informative statistical graphics. I have generated a boxplot (with a swarmplot overlay) in matplotlib/seaborn using the following code. boxplot(x=list(Dataframe['Score']),y=list(Dataframe['Interest. One common task when creating visualizations is adding titles to plots to make them more informative and easier to understand. What are Annotations / Text Annotations? Mar 4, 2024 · The output would be a boxplot diagram with three boxes ordered as ‘A’, ‘B’, then ‘C’. First thing I tried was the obvious: plt. Nov 23, 2022 · This tutorial explains how to rotate axis labels in a seaborn plot, including an example. Ticks are the values that are used to show some specific points on the X-Y coordinate, It can be a string or a number. I'm trying to make something similar using seaborn, matplotlib, pd. Among its various plot types, the point plot is particularly useful for visualizing the relationship between two quantitative variables and grouping by one or more categorical variables. 5IQR, however the whiskers are only drawn to those values when there are outliers. label # Plot. To do so we: calculate the median sepal_length for each group and store them in a variable named 'medians' we then create a 'nobs' list which stores the number of observations for each group eventually, we add labels to our figure. The plots look great and easy to generate, but one problem that I'm having some trouble with is having the fine control o Aug 7, 2023 · Data visualization is a crucial aspect of data science, and Python offers a variety of libraries to create stunning visualizations. Jul 23, 2025 · Seaborn is a powerful Python visualization library built on top of Matplotlib, providing a high-level interface for drawing attractive and informative statistical graphics. First we have to assign our boxplot to a variable, and then access the required functions: set_xlabel, set_y_label , and set_title. Dec 29, 2021 · Above is the code line to create a Boxplot in Seaborn. There gotta be a way to insert 'fontweight = 'bold' in that line somewhere. I would now like to add a legend that follows the color scheme of each box Jul 23, 2025 · In this article, we will discuss how to adjust the number of ticks in Seaborn Plots. See full list on datagy. Mar 11, 2025 · This tutorial demonstrates how to set the axis tick labels for seaborn plots in Python. We will see how we can choose an optimal or expand the number of ticks to display on both the x-axis and y-axis. objects. Boxplots are a popular type of plot for visualizing the distribution of a dataset. By default, seaborn automatically adds a legend to the graph. As shown in matplotlib. axes. In this tutorial, you’ll learn how to create and customize Seaborn legends, including the position, size, labels, and title. Nov 13, 2025 · In this guide, we’ll walk through how to create a Seaborn boxplot and add median labels step-by-step. 2. Set axes labels Method 1: To set the axes label in the seaborn plot, we use matplotlib. Is that an option for you? In any case, providing a minimal reproducible example of the issue and clearly stating what kind of label you want is necessary here, better also state in how far this As of seaborn 0. Boxplot is also used for detect the outlier in data set. This article will guide you through the process of adding titles to Seaborn boxplots, covering Seaborn Boxplot: get the xtick labels Asked 8 years, 8 months ago Modified 2 years, 7 months ago Viewed 27k times Jul 6, 2017 · Rotate xtick labels in seaborn boxplot? Asked 8 years, 4 months ago Modified 3 years, 9 months ago Viewed 81k times Feb 22, 2022 · I have 2 sets of boxplots, one set in blue color and another in red color. In the end, you will be able to learn how to set axes labels & limits in a Seaborn plot. To add labels, keep in mind that seaborn is built on top of matplotlib, thus Jul 23, 2025 · Here, In this article, the content goes from setting the axes labels, axes limits, and both at a time. In this tutorial, we will learn how to add or customize a legend to a simple seaborn plot. May 7, 2021 · In the above figure, whole dates are plotted on the x-axis. Learn various methods to customize tick positions and labels, enhancing your data visualizations for better clarity and impact. If it overlaps with the plot . I am new to Python. Then set the limit only on a vertical axis by using ylim () [set the range Nov 26, 2016 · While Labeling boxplot in seaborn with median value is used as a reference, those answers will not work because the whiskers, as plotted by matplotlib, aren't easily calculated directly from the data. For Jan 23, 2018 · Seaborn makes it especially hard to manipulate once created plots. 5IQR and Q3+1. boxplot or pandas. As of version 0. ). boxplot(). Specifically, we’ll look at how to manually set the legend labels while maintaining the correct color associations in a Seaborn boxplot. Seaborn has Axes-level functions (scatterplot, regplot, boxplot, kdeplot, etc. I would like them to show up in the legend so they don't just appear to be random points. Explore techniques like set_xticks(), set_yticks(), plt. Additionally, adding text comments to our image is similar to adding such entertaining phrases to enhance its interest and educational value. xlabel and plt. legend_. Change Axis Labels With Seaborn How To Change X & Y Axis Label Size in a Seaborn Plot? The matptplotlib. The Axes. In this guide, we'll explore how to change label font sizes in Seaborn, including examples and Grouped boxplots # seaborn components used: set_theme(), load_dataset(), boxplot(), despine() Feb 2, 2024 · A legend is usually a small box, which appears at some corner of your graph and is used to tell about the different elements of the plot. Otherwise a whisker is only May 11, 2020 · I don't know of a way to hand labels to seaborn. DataFrame({'a':np. random Jul 23, 2025 · Seaborn is an amazing visualization library for statistical graphics plotting in Python. In Seaborn the seaborn. 2). We can use the set_xticklabels() function to set custom tick labels for the x-axis. I don't wanna be adding a new line of code with X and Y labels as both values might change time to time. One important aspect of creating effective visualizations is customizing the legend title and labels to provide clear and concise information to the audience. pyplot as plt df = pd. Jul 11, 2025 · Box Plot is the visual representation of the depicting groups of numerical data through their quartiles. set () Applying plt. After generating the boxplot with Seaborn’s boxplot() function, Matplotlib’s text() function is still compatible and used to place custom text onto the plot. Aug 3, 2017 · In addition to the solution posted in this link I would also like if I can also add the Hue Parameter, and add the Median Values in each of the plots. Method 4: Using Custom Functions for Enhanced Text Placement If annotating boxplots is a common task, creating a custom function to handle the positioning Apr 11, 2024 · The custom legend on the Seaborn boxplot may not be displayed correctly due to several reasons: 1. set_xticks () and Axes. We can use this function on this object. In this article, we will explore how to edit the Seaborn legend title See also violinplot A combination of boxplot and kernel density estimation. A seaborn plot returns a matplotlib axes instance type object. xlabel () and plt. boxplot(x=' Jun 12, 2020 · Learn how to show mean mark on boxplot using Seaborn in Python. set(xlabel='FICO Score',ylabel='Interest Rate') This works fine and it create a boxplot with appropriate axes. Axes. Legend placement: Check the placement of the legend on the plot. Adding a legend to a Seaborn point Jan 9, 2023 · The legend in Seaborn is a box that provides descriptions of the different attributes of the graph, including which colors represent which attributes. boxplot, the whiskers should be at Q1-1. Adding a title to a Seaborn boxplot can help provide context and enhance the interpretability of your visualization. The tutorials below show how to add legends, move them outside the plot, and annotate points clearly. It Aug 16, 2023 · A comprehensive guide to creating and customizing boxplots using the Seaborn library in Python. Since the legend here comes from the column passed to hue, the easiest method (and one that requires the least work imo), as mentioned in comments, is to add a column to the dataframe and use it as the hue variable. The problem is x axis labels are too crowded and are not readable so I Apr 7, 2021 · This tutorial explains how to change the axis labels on a seaborn plot, including several examples. mptgzd mygbim fzdzd kyy dubd lfhzib wkiyw zkeb krx ofwg yced gcku iaxa vzop hxyexn