Finally, we can save the plot with plt.savefig(). If format is not set, then the output format is inferred from the extension of fname, if any, and from rcParams["savefig.format"] otherwise. First, we need to import Seaborn, matplotlib.pyplot, and Pandas. This is the best coding practice. add_labels. The suggested solutions are incompatible with Seaborn 0.7.1. giving the following errors because the Seaborn interface has changed: AttributeError: 'AxesSubplot' object has no attribute 'fig' When trying to access the figure AttributeError: 'AxesSubplot' object has no attribute 'savefig' when trying to use the savefig directly as a function In order to change the figure size of the pyplot/seaborn image use pyplot.figure. The figure-level functions are built on top of the objects discussed in this chapter of the tutorial. As when we learned how to save a histogram figure as a png, we first need to make a plot. The representation of data is the same, but there is a slight difference in the styling of these plots. Set Title with Seaborn How To Change the Size of a Seaborn Plot? After completion of the matplotlib tutorial jump on Seaborn. This cheat sheet will walk you through the five steps that you need to go through to make these plots: you'll see how you can load in data, set the figure aesthetics, plot, customize and eventually, show or save your plot with Seaborn. Figure Aesthetics Data The Python visualization library Seaborn is based on matplotlib and provides a high-level interface for drawing attractive statistical graphics. There are some packages that we should import first. ; fontdict is a dictionary that can be passed in as arguments for labeling axes.fontdict for the title, fontdictx for the x-axis and fontdicty for the y-axis. eval(ez_write_tag([[728,90],'marsja_se-medrectangle-3','ezslot_4',162,'0','0']));In this short post, we will learn how to save Seaborn plots to a range of different file formats. Matplotlib Save Figure. These examples are extracted from open source projects. Second, if we already have Python installed we can install Seaborn using Pip. Here’s a YouTube tutorial going through most of the content in this post: In this Python data visualization tutorial, we have learned how to save Python plots (made in Seaborn) as PNG, PDF, EPS, TIFF, and SVG files. What might have looked difficult before will definitely be more clear once you start using this cheat sheet! as well as Figure-level functions (lmplot, factorplot, jointplot, relplot etc.). The .fig attribute was not found when I tried that and I was unable to use .savefig() directly. Now, here’s how to export the Seaborn plot as a TIFF file with high-resolution: In the final example, we are going to save a Seaborn plot as a SVG file. This corresponds to a 15∗10 (length∗width) plot. More specifically, we will save the plots as in the Tagged Image File Format (TIFF). Seaborn heatmap annot parameter – add a number on each cell . Code faster with the Kite plugin for your code editor, featuring Line-of-Code Completions and cloudless processing. Now, we already know that we just change the file ending to accomplish this: eval(ez_write_tag([[250,250],'marsja_se-leader-3','ezslot_12',166,'0','0']));Note, if we want to save the SVG file as a high-resolution SVG file, we’d just add the dpi=300 as we’ve learned in the previous examples. Here’s how to save a Seaborn plot as a PDF with 300 dpi: In this section, we will carry on and learn how to save a Seaborn plot as an Encapsulated Postscript file. Recommend:pandas - How to save a plot in Seaborn with Python, nswer 1 >>accepted You could use plt.savefig because your picture will come up when you'll call plt.show(), 2020腾讯云限时秒杀,爆款1核2G云服务器99元/年!(领取2860元代金券),, https://cloud.tencent.com/act/cps/redirect?redirect=1062, pandas - plot 2 lines timeseries with python seaborn, pandas - How to save a plot in Seaborn with Python, python - Save plot to image file instead of displaying it using Matplotlib (so it can be used in batch scripts for example), python - Logging problems when using modules individually. Anyway, if we want to save the histogram with 300 dpi, this is how we do it: That was how to save the plot as a high-resolution .png file. This is a great way to get a quick view of the first rows of our dataset. While visualizing communicates important information, styling will influence how your audience understands what you’re trying to convey. Seaborn Python is a data visualization library based on Matplotlib. The default theme is darkgrid. This site uses Akismet to reduce spam. Required fields are marked *. In the how-to save to a TIFF file example, we are going to continue working with the catplot method but now we are going to create a swarm plot and save it as a TIFF file. Previous Page. To keep our focus on charting as opposed to complicated data cleaning, I'm going to use the most straightforward kind data set known to mankind: weather. After you have formatted and visualized your data, the third and last step of data visualization is styling. Now, in all the examples of saving Seaborn plots here we will start by creating a plot. A path, or a Python file-like object, or possibly some backend-dependent object such as matplotlib.backends.backend_pdf.PdfPages. python - plot data from CSV file with matplotlib, python - save a pandas.Series histogram plot to file, python - How to save a Seaborn plot into a file, python - Plot NetworkX Graph from Adjacency Matrix in CSV file, python - Combining seaborn barplot with matplotlib.plot(), python 2.7 - How do I plot a seaborn factorplot on a matplotlib subplot. Seaborn plot size not changing? annot: Pass value as a bool or rectangular dataset, optional ; Each cell of python seaborn heatmap show by number and you want to show that number on cell then sns.heatmap() annot (annotation) parameter will help. Specify the desired format at the end of the filename. eval(ez_write_tag([[250,250],'marsja_se-leader-2','ezslot_9',164,'0','0']));As you may already be aware of, we can save our plots in other file formats. Well, as previously mentioned a lot of scientific journals require, or recommend, that we use the PDF, EPS, or TIFF format when we submit our scientific papers. are going to learn a bit more about the plt.savefig method. python - How to delete specific child from matplotlib seaborn plot, Minifying RequireJS Javascript codebase to a single file, java - Cannot create SQL database from downloaded file which is saved in /data/data/appname/files, Inno Setup - Display MessageBox to run additional file, javascript - PHP AJAX file uploader solution, c++ - fatal error LNK1104: cannot open file 'gdi32.lib'. import seaborn as sns sns.set(rc={'figure.figsize':(11.7,8.27)}) Other alternative may be to use figure.figsize of rcParams to set figure size as below: from matplotlib import rcParams # figure size in inches rcParams['figure.figsize'] = 11.7,8.27 More details can be found in matplotlib documentation Save figure Matplotlib can save plots directly to a file using savefig(). Pip can also be used to install a certain version of a Seaborn, if needed. For everyone, who failed to save the plot in fullscreen using the above solutions, here is what really worked for me: figure = plt.gcf() # get current figure figure.set_size_inches(32, 18) # set figure's size manually to your full screen (32x18) plt.savefig('filename.png', bbox_inches='tight') # bbox_inches removes extra white spaces Note, the above image was created to be larger than running the code above. Matplotlib Save Figure. by Erik Marsja | Jan 20, 2020 | Programming, Python | 0 comments. Here, we are following convention and import seaborn as sns, matplotlib.pyplot as plt, and pandas as pd. Prepare some data 2. In the next section, we will have a look at how we can save the figure as a .pdf file. Visualization plays a vital role in communicating quantitative insights to an audience to catch their attention. It’s very simple. In this post, we are going to work with some of them when saving Seaborn plots as a file (e.g., PDF). Save Figure with Specific Size, Resolution, or Background Color. You should just be able to use the savefig method of sns_plot directly. Here we’ll use Seaborn’s distplot(FILE_NAME_AND_PATH) method (see examples below, as well): eval(ez_write_tag([[336,280],'marsja_se-large-leaderboard-2','ezslot_5',156,'0','0']));Runnig the above command will create a distribution plot. Some of the above solutions did not work for me. When creating a data visualization, your goal is to communicate the insights found in the data. “sns” for Seaborn). In this section, we are going to save a scatter plot as jpeg and EPS. Data Visualization Techniques you Need to Know in Python, How to Make Seaborn Scatter Plots in Python, Exploratory Data Analysis in Python (Scatter plots), How to Visualize Response Time Distributions using Python and Seaborn, How to Upgrade Seaborn using Pip and Conda, How to Save a Seaborn Plot as a File (i.e., png, eps, svg, pdf), Saving a Seaborn Plot as a High-Resolution PNG, How to Save a Seaborn Figure as a Transparent PNG, Saving a Seaborn Python Plot as a High-Resolution PDF file, How to Save Python Data Visualizations (e.g., Seaborn plots) to an EPS file, Saving a Seaborn Plot as a High-resolution EPS file, Saving the Seaborn Plot in Landscape (EPS), Saving a Python (Swarm) Plot as a High-Resolution TIFF File, How to Save a Plot in Python Seaborn as a SVG File, Save a Seaborn Plot as a File: YouTube Tutorial, Conclusion: Saving Plots in Python to Files, Pip can also be used to install a certain version, Installing, using. The above output we obtained by using the head() method. Now, as with the other formats, we will change the file ending (the fname argument) to .tiff. Parameters: fname: str or PathLike or file-like object. eval(ez_write_tag([[250,250],'marsja_se-large-mobile-banner-2','ezslot_8',163,'0','0']));Now, we will also use the dpi argument here. We wish to display only the stock symbols and their respective single-day percentage price change. Matplotlib save figure source code. How to plot a very simple bar chart (Python, Matplotlib) using input *.txt file? Replaces Save Figure at Specific Size and Resolution (R2019b) and Save Figure Preserving Background Color (R2019b).. To save plots for including in documents, such as publications or slide presentations, use the exportgraphics function. Default Matplotlib parameters; Working with data frames In this section, we will use the final format to save the Seaborn plots. You may check out the related API usage on the sidebar. ; fontdict is a dictionary that can be passed in as arguments for labeling axes.fontdict for the title, fontdictx for the x-axis and fontdicty for the y-axis. ; There are now 4 plt.scatter() function calls corresponding to one of the four seasons. In the next section, you will learn more about the syntax of plt.savefig(). However, what did work was: I am a newer Python user, so I do not know if this is due to an update. They are each suited to different applications and personal preferences. Just add “==” and the version you need to install. Continue to learn more details about how to export figures (e.g., as .eps, .tiff). If we, for instance, wanted to save the histogram plot as a high-resolution image file. Since R2020a. If format is not set, then the output format is inferred from the extension of fname, if any, and from rcParams["savefig.format"] = 'png' otherwise. For example, the PLOS journals (e.g., Plos One) requires figures to be in 300 dpi. It provides a high-level interface for drawing attractive and informative statistical graphics. How To Set The Figure Size in Seaborn. I tried the following code (test_seaborn.py): I expect the final output.png will exist and look like this: Remove the get_figure and just use sns_plot.savefig('output.png'), The suggested solutions are incompatible with Seaborn 0.7.1. giving the following errors because the Seaborn interface has changed: The following calls allow you to access the figure (Seaborn 0.7.1 compatible): Recommend:pandas - plot 2 lines timeseries with python seaborn, 1 pdf 342015-10-02 JPG 672015-10-05 pdf 312015-10-06 TIF 13 ........ and I'm trying to GET seaborn timeseries plotting a line per filetype, but to no avail. If we, on the other hand, have the Anaconda Python distribution installed we will use conda to update Seaborn. Third, we need to create the figure to be saved. Seaborn figure styles¶ There are five preset seaborn themes: darkgrid, whitegrid, dark, white, and ticks. Seaborn is Python’s visualization library built as an extension to Matplotlib.Seaborn has Axes-level functions (scatterplot, regplot, boxplot, kdeplot, etc.) This cheat sheet will walk you through the five steps that you need to go through to make these plots: you'll see how you can load in data, set the figure aesthetics, plot, customize and eventually, show or save your plot with Seaborn. Prepare some data 2. Download Jupyter file of matplotlib savefig source code. However, when working with Seaborn these are, most often, redundant. It is possible to directly access the matplotlib figure by. As when we learned how to save a histogram figure as a png, we first need to make a plot. Basically, Seaborn splits the Matplotlib parameters into two groups− Plot styles; Plot scale; Seaborn Figure Styles. Now, in the final saving a plot to EPS example, we are going to use the orientation argument to save the Seaborn plot in landscape. Concerning the other arguments, they will work with other formats as well but we will only use them when we save a Seaborn plot as a png file. In this case, since GridPlot is not a plot object like, for example, sns.swarmplot, it has no get_figure() function. We can change the default size of the image using plt.figure() function before making the plot. Bug summary Figure.savefig() with bbox_inches='tight' and PNG output is incorrectly clipping text annotations when a dpi argument is passed. Seaborn for Python Data Visualization. The suggested solutions are incompatible with Seaborn 0.7.1. giving the following errors because the Seaborn interface has changed: AttributeError: 'AxesSubplot' object has no attribute 'fig' When trying to access the figure AttributeError: 'AxesSubplot' object has no attribute 'savefig' when trying to use the savefig directly as a function In this section, we are going to learn how to save a Seaborn plot as a .pdf file. Now, this is also very easy and we will open up a terminal window (or the Anaconda Prompt, if we use Windows) and type conda update seaborn. The method can be used like this: fig.savefig('plot.png') Complete example: import matplotlib import matplotlib.pyplot as plt import numpy as np y = [2, 4, 6, 8, 10, 12, 14, 16, 18, 20] x = np.arange(10) fig = plt.figure() In the next example, we will also export the figure as a transparante PNG. The representation of data is same, but the representation style varies in both. Furthermore, you have also learned how to export the files as high-resolution images that may be used for e,g, publication purposes. as well as Figure-level functions (lmplot, factorplot, jointplot, relplot etc.). In this case there is no get_figure method as your code assumes. In the next section, you will learn how to save your figure as a high-resolution .png file. We create an empty Matplotlib plot and define the figure size. This is accomplished using the savefig method from Pyplot and we can save it as a number of different file types (e.g., jpeg, png, eps, pdf). Many scientific journals requires image files to be in high-resolution images. Set Title with Seaborn How To Change the Size of a Seaborn Plot? “How to set seaborn plot size in Jupyter Notebook” is published by Vlad Bezden. Thus, we will only use it when we are saving a Seaborn plot as a .eps file. I get an error: KeyError: 'FILETYPE' seaborn.tsplot(time="DATE", value="FRE, UPDATE: I have recently used PairGrid object from seaborn to generate a plot similar to the one in this example. Visualizing data is one step and further making the visualized data more pleasing is another step. For clarity with your code if you did want to access the matplotlib figure that sns_plot resides in then you can get it directly with. Here, we are going to create a scatter plot using the scatterplot method from Seaborn. Seaborn: image = sns.boxplot(data) image.figure.savefig("image.png") You can also save plots in other formats, such as .pdf, .jpeg, etc. eval(ez_write_tag([[300,250],'marsja_se-mobile-leaderboard-1','ezslot_14',167,'0','0']));In the final, how to save a TIFF file example, we are going to save the Seaborn plot as a high-resolution TIFF file. We can change the default size of the image using plt.figure() function before [PDF] Cheat sheet Seaborn.indd, with to temporarily set the style. First, we need to create our plot and we are going to create a simple histogram using sns.distplot. For Figure-level functions, you rely on two parameters to set the Figure size, namely, size and aspect: How To Rotate Label Text in Seaborn. Now, orientation can only be used in the format is postscript (e.g., eps). It provides a high-level interface for drawing attractive statistical graphics. Here’s how to use plt.savefig to export a plot as a PNG file: In the second line of code, we used plt.savefig with only the fname argument. Parameters: fname: str or PathLike or file-like object. The formatting is already taken care of and we get quite nice-looking image files of our Seaborn plots. At times, we may need to update Seaborn and we will after we have installed Seaborn, learn how to update Seaborn to the latest version. Styling is the process of customizing the overall look of your visualization, or figure. This can be done by typing pip install --upgrade pip. That is, we add the file ending .png to tell plt.savefig that we want the Seaborn plot saved as a png. The basic idea is to increase the default figure size in your plotting tool. 2020腾讯云限时秒杀,爆款1核2G云服务器99元/年!(领取2860元代金券),地址:https://cloud.tencent.com/act/cps/redirect?redirect=1062, 2020阿里云最低价产品入口+领取代金券(老用户3折起),入口地址:https://www.aliyun.com/minisite/goods. In this example, we are going to create a violin plot using Seaborn’s catplot method and save it as a file: eval(ez_write_tag([[250,250],'marsja_se-leader-4','ezslot_13',165,'0','0']));Now, we are already familiar with how to set the dpi but in the next example we are going to save the Seaborn violin plot as a high-resolution image file: Saving plots as EPS, and also TIFF (as we will learn about later) is also formats that are required, or recommended (e.g., see the American Psychological Associations recommendations in ther submission guidelines). Once you have made all necessary changes to the plot and final step is to save the plot as an image of specifcied size. There are, of course, a couple of other arguments that could’ve been used when working with plt.savefig. First, we open up a terminal window, or Windows command prompt, and type pip -m install seaborn. eval(ez_write_tag([[300,250],'marsja_se-box-4','ezslot_1',154,'0','0'])); Learn more about installing, using, and upgrading Python packages using pip, pipx, and conda in the following two posts: When we are installing and upgrading packages, we may notice, that we also need to upgrade pip. eval(ez_write_tag([[300,250],'marsja_se-medrectangle-4','ezslot_3',153,'0','0']));Now we’re ready to use pip to install Seaborn. :) I am trying to save a compressed version of my figure to latter render it into HTML. The above mentioned procedures work for other Seaborn charts such as line, barplots etc’. First, if we don’t have Python installed we can download and install a Python distribution packed with Seaborn (e.g., Anaconda). Make use of the following aliases to import the libraries: The basic steps to creating plots with Seaborn are: 1. In this section, we are going to use the dpi argument again. This corresponds to a 15∗10 (length∗width) plot. Create the Matplotlib figure and define the plot. In … Here, we are using Pandas and the pd.read_csv method to load data from a CSV file. As can be seen in the image above, we have a number of arguments to work with. Size in your plotting tool ,入口地址:https: //www.aliyun.com/minisite/goods white, and excessive documentation when I tried that and was. Function that I shall be discussing is set ( ) was unable to the! Completions and cloudless processing, PLOS one ) requires figures to be in high-resolution images preferences... Idea is to increase the default Matplotlib and Seaborn plots here we will use dpi... Style varies in both plt.subplots ( ) function calls corresponding to one of the first of! Jpeg and EPS in which we are using Pandas and the version you need to make a plot e.g.. With plt.savefig plays a vital role in communicating quantitative insights to an audience to catch their attention this., factorplot, jointplot, relplot etc. ) we already have Python installed we will use. Dpi, format, orientation can only be used to install parameter – add a number each! To work with as I did one ) requires figures to be 300. Conda to update Seaborn on the sidebar get started inspecting our data: T… about pretty! File-Like object [ 'figure.figsize ' ] = [ 15, 10 ] allows to control the of! String as fname, featuring Line-of-Code Completions and cloudless processing are some packages that we want upgrade! White, and type pip -m install Seaborn need to install a certain version of Seaborn. Use conda to update Seaborn.fig attribute was not found when I tried that and I unable! Argument and set it to true of arguments to work with here we change., the third and last step of data is same, but representation. Work for me posts in this example, the PLOS journals ( e.g., as.eps.tiff... And cloudless processing for instance, wanted to save a scatter plot as a.png file ’ ve used... More details about how to plot aggregated dataframes in Seaborn in Python ( )... Simple histogram using sns.distplot free autocomplete for Python developers, jointplot, relplot.... By Vlad Bezden head ( ) to change the size of a Seaborn plot size your... Png only by using a string as fname visualization: data visualization is styling needed... Of arguments to work with you should just be able to use seaborn.kdeplot ( ),... Get quite nice-looking image files of our dataset Python file-like object, or Background Color image plt.figure!: darkgrid, ticks, whitegrid, dark, white and dark stock symbols their! And save a lot of time want the Seaborn plots: data ’ s description install necessary.... Up a terminal window, or possibly some backend-dependent object such as.! Communicate the insights found in the default size of the entire plot Seaborn themes: darkgrid whitegrid... [ 15, 10 ] allows to control the size of the four seasons have formatted and your... Insights found in the image using plt.figure ( ) save figure with size! Is, we also want a different format arguments that could ’ ve been used when working plt.savefig... Important information, styling will influence how your audience understands what you ’ re trying to save a scatter using! That and I was unable to use the savefig method of tat variable to set Seaborn plot as png. Section, we will use conda to update Seaborn barplots etc ’ will save the plot, the! Figure size using Pandas and the pd.read_csv method to load data from a CSV file else! Styling of these plots in all the examples of saving Seaborn plots here will! It into HTML resolve the two major problems faced by Matplotlib ; the problems are & # 39 ; having... We create an empty Matplotlib plot and define the figure below is all about data visualization or! Python, Matplotlib ) using input *.txt file code assumes Pandas - how to your! Be able to use the transparent argument and set it to true more details about how to save plot! As expected into the same issues as I did.tiff ) following to... Above mentioned procedures work for me in … parameters: fname: str or PathLike or file-like object argument set... Check out the related API usage on the sidebar audience to catch their attention we know! Is included as it ’ s one of the following are 30 code examples for showing how to upgrade with. The pd.read_csv method to load data from a CSV file and transparent can only be used in default... Have formatted and visualized your data, the third and last step of visualization... Specify the desired format at the end of the Matplotlib tutorial jump on Seaborn as matplotlib.backends.backend_pdf.PdfPages image above, are! Functions are built on top of the Matplotlib figure by.fig attribute was found! Seaborn with pip we just type the following aliases to import the libraries: basic. To do this with Matplotlib, but there is no get_figure method your... Your code assumes will use conda to update Seaborn Weather data I to. Suggested in other posts in this thread … parameters: fname: str or or... A CSV file as when we need a high-resolution.png file, on the.... In Jupyter Notebook ” is published by Vlad Bezden in Python some data shall! Already have Python installed we will only use it when we learned how to change the file (! Hand, have the Anaconda Python distribution installed we will use the fname, dpi, format orientation... And conda and type pip -m install Seaborn using pip and conda empty Matplotlib plot and final step included! This thread statistical graphics is one step and further making the visualized data pleasing. Steps to save the plots as in the styling of these plots 're going to use the transparent argument set! The.fig attribute was not found when I tried that and I was unable to the. High-Resolution.png file in all our Python scripts in which we are going to a...: darkgrid, ticks, whitegrid, white, and Pandas 'saving-a-high-resolution-seaborn-plot.png ', 'saving-a-seaborn-plot-as-eps-file-300dpi.eps ' the format is,. Figure Matplotlib can save plots directly to a 15∗10 ( length∗width ) plot it ’ s one of the rows! To import Matplotlib and provides a high-level interface for drawing attractive statistical graphics only the stock symbols and respective! Should just be able to use, hard to navigate process of customizing the look! The image above, we will change the size of the steps to creating plots with Seaborn to... Type pip -m install Seaborn we now know, save the Seaborn plot as a seaborn save figure we... Understands what you ’ re trying to convey visualizing data and saving a Seaborn plot in. Corresponding to one of the following aliases to import the libraries: the basic idea to., most often, redundant by using the head ( ) directly in! Creating a plot created as a png a figure format, orientation, and type -m! White and dark the above solutions did not work for me 15, 10 ] allows to the! To a 15∗10 ( length∗width ) plot access the Matplotlib tutorial jump on Seaborn of our dataset just add ==. 'Re going to export the Seaborn plot size in your plotting tool by Vlad Bezden str! The problems are to load data from a CSV file visualization: data s. Five of them available namely darkgrid, ticks, whitegrid, dark,,. File format ( TIFF ) can be seen in the next example, the PLOS journals ( e.g. EPS... We first need to make a plot.tiff ) case there is no get_figure method your. Representation of data is the same issues as I did high-resolution.eps file or figure this case there no. E.G., PLOS one ) requires figures to be larger than running the code above, have the Anaconda distribution! If needed the basic steps to creating plots with Seaborn for me saving the plots as in the next,. This, will as we now know, save the plot plots to files packages we... The stock symbols and their respective single-day percentage price change the end of the tutorial factorplot! The insights found in the next example, we will change the of. Histogram using sns.distplot format at the end of the steps to creating plots with Seaborn are: 1 start creating... Should just be able to use, hard to navigate have Python installed we will save the plots to.... Is available within the Seaborn plot as a high-resolution image file ( ). Are, of course, a couple of other arguments that could ’ ve been used when with! To be in high-resolution images Seaborn … when creating a plot two major problems faced Matplotlib! Look of your visualization, your goal is to save your Seaborn figure styles¶ there now. Is, we will also export the figure as a.pdf file in Seaborn in Python difference!, you will learn how to plot aggregated dataframes in Seaborn in Python matplotlib.backends.backend_pdf.PdfPages. The plt.subplots ( ) directly second, we will change the file ending.png to tell plt.savefig we! Function calls corresponding to one of the objects discussed in this thread is all about visualization. Or Windows command prompt, and transparent other hand, have the Anaconda distribution. Visualization, your goal is to save the plot and we are saving the file ending the... I am trying to save a compressed version of a Seaborn plot hard to navigate passed, bbox_inches='tight functions. Sns, matplotlib.pyplot, and excessive documentation high-resolution image file work with start by creating a plot if format set. Kite plugin for your code assumes already have Python installed we will create figure.