Matplotlib show two plots side by side. Ideally, I would like the plots to appear as they plt. In this article, we'll explore how to plot multiple figures in a row using Seaborn. bar () belongs to Matplotlib’s state-machine (pyplot) interface, which manages the figure and axes behind Multiple histograms side by side # This example plots horizontal histograms of different samples along a categorical x-axis. However, creating subplots in visualization can often be intricate. Oct 13, 2021 · In this article, I will explain how to use subplots in matplotlib. I have been trying different ways to separate these boxplots on two different positions instead of both of them overlap Feb 14, 2022 · Is there a way in Python to display two images side by side in scale using matplotlib? Asked 3 years, 7 months ago Modified 3 years, 7 months ago Viewed 2k times Jun 21, 2020 · In this micro tutorial we will learn how to create subplots using matplotlib and seaborn. Installing Matplotlib Oct 4, 2020 · plt. Fortunately, matplotlib will allow us to do this in our python program using subplots. This allows for easy comparison between different datasets or different aspects of the same data. 05, . Here’s an example: The output is two side-by-side line plots on a single figure window. In this article, we will explore how to plot images side by side using Matplotlib in Python 3 programming. Apr 20, 2020 · Examples on how to plot multiple plots on the same figure using Matplotlib and the interactive interface, pyplot. 19. In this tutorial, we’ll walk through the steps to create two plots side by side using the popular Python library, Matplotlib. I am trying to plot two countplots showing the counts of batting and bowling. While creating single plots is straightforward, there are numerous scenarios where presenting multiple plots side by side or in a grid layout can provide a more comprehensive view of the data. Subplot titles and legends are utilized to differentiate between the Jan 12, 2025 · When working with data visualization, it is often necessary to display multiple images or plots side by side for comparison or analysis. The subplot function in Matplotlib is a tool designed to create such multiple plots. Is it possible to plot them side by side but each plot will take the space of 1 only instead of space being split ? Apr 25, 2024 · We import numpy and the matplotlib. Normally, a box plot only visualizes a single group of data but in the case of side-by-side boxplots, we can plot multiple box plots in one frame. show() But by using this , I am getting two plots one below the other. bar () in a single plot plt. Does anybody know how to get rid of t… Jul 23, 2025 · The easiest way to display multiple images in one figure is use figure (), add_subplot (), and imshow () methods of Matplotlib. Plot two or more histograms side by side I have imported the following dependencies in my code to enable me to plot a line. (my_func takes multiple parameters based on which it generates colors of points and caption to Apr 22, 2022 · I try to generate two scatterplots (side by side), and the code for that in matplotlib is quite straightforward and self-explanatory. We can use the bar () function available in matplotlib to plot the bars. " Then 1, 2, 2 means "a 1-row, 2-column figure: go to the second subplot. For instance, you may Mar 11, 2025 · This article provides a step-by-step guide on how to plot two histograms together in Matplotlib. barplot(…, ax=ax[0]). One is by using subplot () function and other by superimposition of second graph on the first i. One way to do this is by placing two plots side by side. Simple Side by Side Bar Chart: We can add simple side-by-side bar charts using the bar functions in the matplotlib library. subplot function, which splits a figure into a grid and specifies the locatio Jan 26, 2025 · In data visualization, being able to display multiple related plots side by side with the same y - axis labels can be extremely useful. These subplots might be insets, grids of plots, or other more complicated layouts. Plot the line using x and y2 points, using the plot () method. Multiple subplots # Simple demo with multiple subplots. 2 from matplotlib. Once the array of axes is converted to 1-d, there are a number of ways to plot. Imagine wanting to compare different stock’s performance 2 How to show plot in Python Using IPython? 3 How to plot pandas data with matplotlib and Pyplot? 4 How to plot Dataframe next to plot in Jupyter Notebook? 5 How to plot two countplot graphs side by side in Seaborn? 6 How to print multiple ggplot graphs side by side? Apr 13, 2020 · I want to plot two bar graphs side by side using matplotlib/seaborn for two countries Covid-19 confirmed cases: Italy and India for comparison. Instead we use ``barh`` to draw the horizontal bars directly. Use the plt. For more options, see Create multiple subplots using plt. Is there a way to do this? Additional Information: The output should look similar to the 3rd figure from here - replace "Yes","No" by "1","2". Learn how to make two plots side by side in Python effortlessly. Mar 30, 2022 · I have functions that produces plots, And i used it three time with different values to give me three plots. subplot (1, 2, 2) #the figure has 1 row, 2 columns, and this plot is the second plot. Discover various methods, including overlaying and side-by-side histograms, along with customization tips. Matplotlib provides several ways to create subplots, each with different levels of flexibility. Jan 20, 2020 · Thank for your detailed answer. By using Matplotlib, we can create grouped bar plots with customization options like Jul 23, 2025 · In data visualization, it’s common to create multiple plots or figures for comparison, but sometimes you may need to display each plot separately. The charts which is plotted is squeezed in 1 grid block so to say, where there would have been 1 chart, 2 are squeezed in. We could use matplotlib to make three plots, then put them beside each other on our poster or in an image editing software. Multiple Subplots Sometimes it is helpful to compare different views of data side by side. 10, . pyplot as plt # v 3. hist(list1, bins, alpha = 0. Matplotlib is a widely used plotting library in Python, known for its versatility and ease of use. I tried the following code: l=['batting_team','bowling_team'] for i in l: sns. plot (kind="bar") This is the Building structured multi-plot grids # When exploring multi-dimensional data, a useful approach is to draw multiple instances of the same plot on different subsets of your dataset. How can i make them order side by side? Mar 11, 2017 · I am trying to plot an image with its respective histogram side by side with equal proportion using plt. Then will display the image using imshow () method. This article demonstrates five methods to plot such charts, making comparisons more intuitive and visually appealing. Nov 6, 2024 · If you’re seeking methods to position two plots side by side, you’re in luck! Below, we delve into four distinct approaches utilizing popular libraries such as Matplotlib and Seaborn, ensuring your data presentations are both organized and visually appealing. Aug 6, 2018 · Here are two examples of creating a side-by-side bar chart when you have more than two "categories" in a group. We generate two subplots side by side using the plt. 5, col Jul 23, 2025 · Plotting multiple columns of a pandas DataFrame on a bar chart with Matplotlib helps compare data across categories. I'm using jupyter but everytime I create the first plot, it stops. So, if we want a figure with 2 rows an 1 column (meaning that the two plots will be displayed on top of each other instead of side-by-side), we can write the syntax like this: Feb 16, 2022 · Level up your programming skills with exercises across 52 languages, and insightful discussion with our dedicated team of welcoming mentors. In my real case plots should be created with my_func but plotted side by side. 25]) # Coin values times *n* coins # This controls how many Apr 12, 2021 · I need to plot two graphs side by side. xlabel (), and plt. Mar 8, 2024 · For example, you might want to compare the trends of two different datasets side-by-side. R Multiple Plots In this article, you will learn to create multiple plots in a single figure using different methods in R programming. For example, we could compare the attack and defense stats for two different groups of pokemon: not- Legendary and Legendary. Jul 13, 2017 · I have 2 dataframes. array([. I would like to plot separate boxplots side-by-side on the same figure, for only categories 1 and 2 and show the category names in the legend. We can show two plots side-by-side by placing them on the same axes. pyplot as plt May 12, 2016 · plt. Jul 23, 2024 · Seaborn is a powerful Python library for data visualization based on Matplotlib. In this tutorial, I will tell you how to plot two or more histograms side by side using matplotlib in Python. subplots. fig () in Python but I am not getting the desired output. Output: Matplotlib Multiple Horizontal Bar Chart We will learn Aug 26, 2018 · I'm trying to create this kind of "side by side" barplot with seaborn and pandas. subplots module. 01, . Jul 19, 2024 · When working with multiple datasets, it is often useful to plot them side by side for comparison. Syntax: add_subplot (rows, columns, i) Here Simple Subplot Figures with subplots are created using the make_subplots function from the plotly. The approach which is used to follow is first initiating fig object by calling fig=plt. In Python, the Matplotlib library provides a powerful tool for creating subplots, allowing you to arrange multiple plots within a single figure. It’s a great way to compare data sets or show different aspects of the same data. import numpy as np import matplotlib. show() In this example, the categories are 1,2,3,4. Use countplot () to show the counts of observations in each categorical bin using bars. Each subplot displays categorical data (category vs. import cv2 import numpy as np import matplotlib. This article demonstrates how to use the subplot function to effectively create two separate graphs within a single figure. In the case of the Talent show, have a look at the sample box plot visualization below: Feb 24, 2021 · I would like to plot two pie charts one beside another. Apr 25, 2017 · Python Matplotlib Box Plot Two Data Sets Side by Side Asked 8 years, 4 months ago Modified 1 year, 10 months ago Viewed 14k times Create complex and customizable visualizations in Python using matplotlib. This blog post delves deep into Matplotlib multi - plot, exploring its concepts, usage, common practices Sep 27, 2022 · I am attempting to display two plots in a Quarto document side by side. title (), plt. Aug 25, 2022 · In this article, we will learn how to plot multiple sidebars in python. To this end, Matplotlib has the concept of subplots: groups of smaller axes that can exist together within a single figure. default_rng(seed=123) Hello friends, you know how to plot a histogram in Python. For example, I would like to have the following two plots show side-by-side wit Aug 21, 2007 · Hello all - I am trying to plot two images side byside. axes-level functions and seaborn is not plotting within defined subplots Jun 17, 2020 · Producing multiple histograms side by side ¶ This example plots horizontal histograms of different samples along a categorical x-axis. However after trying many methods I couldn't achieve the problem. The issue is that one is generated through R and the other through Python. subplots(nrows=1, ncols=2) and then use ax1 for plotting whatever you want on the left plot, ax2 for the right plot. Oct 6, 2024 · We’ve covered how to place plots side by side in Matplotlib using different layouts, how to customize the appearance of side-by-side plots, and how to handle large numbers of plots efficiently. bar () function to make several bar chart graphs. Jul 6, 2019 · How do you plot two Seaborn plots side by side in Python? How do I plot two countplot graphs side by side in Seaborn using Matplotlib? To create two graphs, we can use nrows=1, ncols=2 with figure size (7, 7). In Matplotlib we can create multiple plots by calling them once. bar (). Using df. arange () function. Feb 23, 2023 · In this post we will see how to plot multiple sub-plots in the same figure. Python offers several powerful libraries for data visualization, such as Matplotlib and Seaborn. pyplot as plt fig = plt. ylabel () methods. e, all graphs will appear on the same plot. Learn how to make two plots side by side in Python with easy-to-follow steps and example code. 3. In this tutorial, I’ll walk you through everything you need to know about creating multiple bar charts in Matplotlib. g. subplots to create subplots: figure, (pie_subplot, bar_subplot) = plt. It provides a high-level interface for drawing attractive and informative statistical graphics. In Matplotlib, subplots allow you to create multiple plots within the same figure, enabling you to display different data visualizations side by side. subplot(1,2,1) dflux. Oct 31, 2020 · So in order to address the issue, I will show you the way to solve for 3 different histograms on the same plot, the same logic can be applied to any k number of histograms. pyplot as plt from matplotlib import ticker coins = ['penny', 'nickle', 'dime', 'quarter'] worth = np. With nrows = 1, ncols = 2, index = 2, add subplot to the current figure, using the subplot () method. hist matplotlib. To get the side-by-side plots, do fig, (ax1, ax2) = plt. In this Feb 28, 2024 · Problem Formulation: Visualizing different datasets or aspects of data side by side can be very insightful. The thing is I have to use a separate function my_func to make a plot. Includes common use cases and best practices. or, in other words, how to plot side by side bar chart. One common use case is creating subplots with imshow, a function that displays images using a colormap. Mar 2, 2020 · I've been trying to create two plots and would like to show them side by side. We will follow the following steps to create matplotlib subplots: Plot the two graphs vertically using matplotlib subplot Plot the two graphs horizontally side by side Plot four graphs in one figure Sharing axes in subplots Create subplots using gridspec Vertically stacked subplots First, we will create some random x Jul 30, 2019 · Every time you call subplots(), a new figure is created, which is not what you want. Most common method to create a new figure, or activate an existing figure, we use the figure () method. hist (x, bins, edgecolor color, label) Example 1: Here, we are simply taking two series using the Numpy random and passing both series to the hist ()function, and we're using the same plot to plot two histograms together. This is useful for comparing data, showing different views of the same dataset, or creating dashboards with multiple charts. GitHub Gist: instantly share code, notes, and snippets. Here is an example of creating a figure that includes two scatter traces which are side-by-side since there are 2 columns and 1 row in the subplot layout. Imagine you have several sets of data and want to visualize each in a separate figure window, without blocking the execution to show one and then proceed to the next. Jul 23, 2025 · Syntax of matplotlib. bar () Explanation: This code defines categories and values, sets bar width and x-axis positions, and plots two datasets side by side using ax. Then, we build a range of numbers with the np. Jun 21, 2025 · Python, with its powerful libraries such as `matplotlib` and `seaborn`, provides various ways to create side - by - side plots. lines import Line2D rng = np. I am using Python (3. Apr 13, 2019 · What I want to do is plot two of these heat maps side by side, but I'm having some trouble doing so. however, my dataset is somehow complex, meaning for each x value, Sep 27, 2018 · I followed the examples on this link on how to create a boxplot with colors. Perfect for data analysis and presentation, start plotting side-by-side graphs today! Jun 17, 2020 · 2 This question already has answers here: How to make two plots side-by-side [duplicate] (5 answers) In some situations, it is useful to show multiple plots side by side in the same figure. Following that, we define the data that will be plotted. Learn how to compare datasets using overlayed or side-by-side stack plots in Matplotlib. To make this highly specialized plot, we can't use the standard hist method. Method 1: Using subplot() Directly Jan 29, 2023 · 1 I have already plotted two figures separately in a single jupyter notebook file, and exported them. show() When I draw two plots with seaborn, in one cell, in jupyter, I get this view: I want to draw the plots, side by side, like this: plot1 plot2 How I should do this? Updated: Not two plots on one figure, but two plots on two separate figures. Enhance your data visualization skills and create stunning comparative graphics today! Instead of displaying all three of our lines on the same plot, we might instead choose to display them side-by-side in different plots. Adjust the padding between and around the Aug 10, 2023 · To draw plots side by side in Matplotlib, use the subplots (~) method. Nov 23, 2021 · Now I want to combine them together. I am using following lines: import numpy as np import pandas as pd import matplotlib. May 11, 2021 · To plot two graphs side-by-side in Seaborn, we can take the following steps − To create two graphs, we can use nrows=1, ncols=2 with figure size (7, 7). seaborn is a high-level API for matplotlib. sns. countplot(high_scores[i]) mlt. figure(figsize=(4,3),dpi=144) ax = fig. The problem is that I get a white line between them. By using a categorical column on the x-axis and numeric columns as values, you can show grouped bars side by side. Syntax: plt. To create multiple plots we use the subplot function of pyplot module in Matplotlib. Jul 23, 2025 · When comparing two datasets, you often want to place their boxplots side by side on the same axes. do the equivalent of par (mfrow=c (1,2)). Set up the title, label for X and Y axes for Figure 1, using plt. values) using bars of different colors. How do you plot a heatmap in Seaborn May 10, 2017 · Additionally, the histograms are plotted to be symmetrical about their x-position, thus making them very similar to violin plots. e. Nov 23, 2024 · Learn how to effectively plot multiple images side by side in Matplotlib with practical examples. Using plt. subplots(ncols=2) Aug 30, 2022 · This tutorial explains how to plot multiple pandas DataFrames in subplots, including several examples. This is not the solution being sought, because it's two plots on one figure. Create a data frame with keys, col1 and col2, using Pandas. X 1 53 12 513 135 125 21 54 1231 I did import pandas as pd import matplotlib. ncolumns, index) Parameters: Mar 7, 2024 · When you want to make two plots side by side, you can create a grid with one row and two columns and then draw each plot in its respective column. One effective way to accomplish this is by plotting two horizontal bar charts that share the same y-axis using Matplotlib. pyplot as plt import se Jul 23, 2025 · Output Using ax. I wrote a function but it doesnt work. pyplot. subplot Plot the line using x and y1 points, using the plot () method. Mar 6, 2024 · Problem Formulation: When working with data visualization in Python, a common task is to compare different datasets side by side. This tutorial covers techniques to enhance comparative visualizations. I found the following answer which uses plotly, Show interactive plot and Markdown text, Feb 15, 2021 · How do i put two pie charts side by side on matplotlib Asked 4 years, 6 months ago Modified 4 years, 6 months ago Viewed 2k times Jul 23, 2025 · Output Example 2: Bar Plots in Subplots This example demonstrates how to create bar plots from multiple dataframes in subplots. In this example, bar plots are created in separate subplots for two different dataframes (df1 and df2). For example, consider the following program where we create two subplots horizontally in a row. Although currently my codes allows me to print out 2 pie charts, but they are printed out in a vertical direction. " To obtain side-by-side subplots, pass parameters 1, 2 for one row and two columns. It provides a jointplot function that allows us to plot the relationship between two variables along with their individual distributions. This code snippet first imports the Matplotlib plotting library. In matplotlib, the function can be represented by subplot, but how do you write the code in plotly? Jul 23, 2025 · A grouped bar plot is a type of bar chart that displays multiple bars for different categories side by side within groups. It is useful for comparing values across multiple dimensions, such as tracking sales across different months for multiple products or analyzing students' performance in different subjects. Feb 14, 2020 · Thank you for the links, but it doesn't answers the question. this is how I create data frame: dfs = pd. I can't find a way how to do so. This can be done using the plt. In Python, seaborn is a popular library for data visualization. This technique is sometimes called either “lattice” or “trellis” plotting, and it is related to the idea of “small multiples”. In this simplified example using subplots would be enough and my_func is not nessesary. This answer is relevant to seaborn axes-level plots, which have the ax= parameter (e. I have the following two histograms in two separated cells, each has their own figure: bins = np. 4) Jupyter Notebook. This article describes five methods to do just that. I have to close the window to show the second plot. Manual Method Manually set the position and width of each bar. What I want is to show them side by side, but not plot them again by using matplotlib. This guide covers using libraries like Matplotlib to create clear, comparative visualizations. subplot (nrows, . Change your subplot settings to: The parameters for subplot are: number of rows, number of columns, and which subplot you're currently on. For example, you can compare age and height for each name in a DataFrame. It allows a viewer to quickly extract a large amount of information about a If you want to have the two plots side by side in the same figure, use plt. Jun 26, 2024 · Matplotlib is a powerful library in Python for creating visualizations and plots. This can be particularly useful when comparing different datasets or visualizations side by side. Two images side-by-side using matplotlib (pylab). random. I want to plot a histogram based on a column 'rate' for each, side by side. It adjusts x-axis labels and adds a legend for clarity before displaying the chart. DataFrame(data={'investors': ['first Aug 9, 2009 · I would like to place two plots side by side using the ggplot2 package, i. fig, ax = plt Mar 6, 2024 · Utilizing Python with Matplotlib, one may require generating multiple plots in a single command execution efficiently. figure () and then add an axes object to the fig by calling add_subplot () method. . I don't want to change it - I want to use the Figure Oct 10, 2015 · Is there another way (meanwhile) to plot lmplot side by side? In my case, I don't wanna' split the hue into different subplots but put those lmplots themselves into subplots next to each other. Nov 16, 2019 · I'm currently trying to create 2 pie charts in Matplotlib. subplot () technique. Additionally, the histograms are plotted to be symmetrical about their x-position, thus making them very similar to violin plots. I understand how to display two plots next to each other (horizontally) in Jupyter Notebook, but I don't know if there is a way to display a plot with a dataframe next to it. Closed 2 years ago. Here the column in my dataset which I am interested in. I was wondering how I am able to plot images side by side using matplotlib for example something like this: The closest I got is this: This was produced by using this code: f, axarr = plt. In Matplotlib, subplots enable you to create multiple plots within a single figure, allowing for side-by-side or grid-based visualizations. We will look into both the ways one by one. In Matplotlib, this can be done by passing the datasets as a list to the boxplot () function. How to do it? I tried this: import matplotlib. See Figure-level vs. This article aims to describe different methods to create subplots in Python using the Plotly library, allowing you to visualize multiple plots in a single view. This versatile tool allows for the creation and management of multiple figures and axes within a single script or notebook, making it easy to manipulate and customize individual plots. I am creating individually them as follows: pie chart 1: import matplotlib. scatterplot is a matplotlib feature called axes that can be used to compose multiple plots into a single visualization. Aug 19, 2019 · I want to show some images side by side from an album with matplotlib in my jupyter notebook. pyplot package in the example above. This guide covers step-by-step instructions using popular libraries like Matplotlib and Seaborn. What I've done so far is attempt to assign each heat map to an AxesImage object and use subplots to plot them. In this blog, we will explore the fundamental concepts, usage methods, common practices, and best practices for creating two plots side by side in Python. Feb 27, 2018 · I want to plot two pandas dataframes side by side, each plot should be in subplot form. Here are some simple and efficient ways to do this. I've searched many references: How to make two plots side-by-side using Python? Plotting two figures side by side Adding figures to subplots in Matplotlib They are not relevant because mostly they suggest to change the way the initial plots were created. Jun 26, 2024 · I wish to display a plot and markdown side by side in Jupyter Notebook (to be used in RISE), using matplotlib. So 1, 2, 1 means "a 1-row, 2-column figure: go to the first subplot. To make this highly specialized plot, we can't use the standard ``hist`` method. Create a dataframe with keys, col1 and col2, using Pandas. pyplot as plt plt. pyplot as plt # create Jul 23, 2025 · Prerequisites: Matplotlib In Matplotlib, we can draw multiple graphs in a single plot in two ways. My question is that i want to put the plots side by side horizontally to be able to comp Apr 21, 2025 · The return type of sns. Now we need a way to visualize separate box plots for each category of performers. Then, two datasets are defined. hist('rate Jul 15, 2025 · One of the most common and efficient ways to compare different categories or groups side by side is through multiple bar charts. Tagged with python, datascience. Even when the extent of the two images are exactly next to eachother. In Matplotlib, this can be easily achieved by creating and managing multiple figure objects. 2 import matplotlib. For example, in Mathematica, it's easier to do this by just saving the figures into a Variable, and displaying them afterwards. Jul 23, 2025 · Matplotlib is the most popular Python library for plotting graphs and visualizing our data. It provides various functions to plot different types of graphs, charts, and images. linspace(0, 1, 40) plt. Multiple Plots using subplot () Function A subplot () function is a wrapper function which allows the programmer Sep 6, 2018 · Hi I'm trying to put two plots side by side with plt and have tried the recommendations here: Trying to position subplots next to each other however I am plotting using the default capabilities from The only downside is that in matplotlib the default legend for a step histogram is not properly formatted, so it can be edited like in the following example: import numpy as np # v 1. sabl qu65 dcbj v15y crb 0ol qlbbp edq2 ju3d bcftb